2024
Rees, Jasmin; Sarangi, Gaurab; Cheng, Qing; Floor, Martin; Andrés, Aida M; Miguel, Baldomero Oliva; Villà-Freixa, Jordi; Arnér, Elias S J; Castellano, Sergi
Ancient Loss of Catalytic Selenocysteine Spurred Convergent Adaptation in a Mammalian Oxidoreductase Journal Article
In: Genome Biology and Evolution, vol. 16, iss. 3, pp. evae041, 2024.
Abstract | Links | BibTeX | Tags:
@article{Rees2024,
title = {Ancient Loss of Catalytic Selenocysteine Spurred Convergent Adaptation in a Mammalian Oxidoreductase},
author = {Jasmin Rees and Gaurab Sarangi and Qing Cheng and Martin Floor and Aida M Andrés and Baldomero Oliva Miguel and Jordi Villà-Freixa and Elias S J Arnér and Sergi Castellano},
url = {https://academic.oup.com/gbe/article/16/3/evae041/7623291},
doi = {10.1093/gbe/evae041},
year = {2024},
date = {2024-03-01},
urldate = {2024-03-01},
journal = {Genome Biology and Evolution},
volume = {16},
issue = {3},
pages = {evae041},
abstract = {Selenocysteine, the 21st amino acid specified by the genetic code, is a rare selenium-containing residue found in the catalytic site of selenoprotein oxidoreductases. Selenocysteine is analogous to the common cysteine amino acid, but its selenium atom offers physical–chemical properties not provided by the corresponding sulfur atom in cysteine. Catalytic sites with selenocysteine in selenoproteins of vertebrates are under strong purifying selection, but one enzyme, glutathione peroxidase 6 (GPX6), independently exchanged selenocysteine for cysteine <100 million years ago in several mammalian lineages. We reconstructed and assayed these ancient enzymes before and after selenocysteine was lost and up to today and found them to have lost their classic ability to reduce hydroperoxides using glutathione. This loss of function, however, was accompanied by additional amino acid changes in the catalytic domain, with protein sites concertedly changing under positive selection across distant lineages abandoning selenocysteine in glutathione peroxidase 6. This demonstrates a narrow evolutionary range in maintaining fitness when sulfur in cysteine impairs the catalytic activity of this protein, with pleiotropy and epistasis likely driving the observed convergent evolution. We propose that the mutations shared across distinct lineages may trigger enzymatic properties beyond those in classic glutathione peroxidases, rather than simply recovering catalytic rate. These findings are an unusual example of adaptive convergence across mammalian selenoproteins, with the evolutionary signatures possibly representing the evolution of novel oxidoreductase functions.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Meana-Pañeda, Rubén; Zheng, Jingjing; Bao, Junwei Lucas; Zhang, Shuxia; Lynch, Benjamin J.; Corchado, José C.; Chuang, Yao-Yuan; Fast, Patton L.; Hu, Wei-Ping; Liu, Yi-Ping; Lynch, Gillian C.; Nguyen, Kiet A.; Jackels, Charles F.; Fernández-Ramos, Antonio; Ellingson, Benjamin A.; Melissas, Vasilios S.; Villà, Jordi; Rossi, Ivan; Coitiño, Elena L.; Pu, Jingzhi; Albu, Titus V.; Zhang, Rui Ming; Xu, Xuefei; Ratkiewicz, Artur; Steckler, Rozeanne; Garrett, Bruce C.; Isaacson, Alan D.; Truhlar, Donald G.
Polyrate 2023: A computer program for the calculation of chemical reaction rates for polyatomics. New version announcement Journal Article
In: Computer Physics Communications, vol. 294, pp. 108933, 2024, ISSN: 0010-4655.
Abstract | Links | BibTeX | Tags:
@article{Meana-Pañeda2024,
title = {Polyrate 2023: A computer program for the calculation of chemical reaction rates for polyatomics. New version announcement},
author = {Rubén Meana-Pañeda and Jingjing Zheng and Junwei Lucas Bao and Shuxia Zhang and Benjamin J. Lynch and José C. Corchado and Yao-Yuan Chuang and Patton L. Fast and Wei-Ping Hu and Yi-Ping Liu and Gillian C. Lynch and Kiet A. Nguyen and Charles F. Jackels and Antonio Fernández-Ramos and Benjamin A. Ellingson and Vasilios S. Melissas and Jordi Villà and Ivan Rossi and Elena L. Coitiño and Jingzhi Pu and Titus V. Albu and Rui Ming Zhang and Xuefei Xu and Artur Ratkiewicz and Rozeanne Steckler and Bruce C. Garrett and Alan D. Isaacson and Donald G. Truhlar},
url = {https://www.sciencedirect.com/science/article/pii/S0010465523002783},
doi = {10.1016/j.cpc.2023.108933},
issn = {0010-4655},
year = {2024},
date = {2024-01-01},
urldate = {2024-01-01},
journal = {Computer Physics Communications},
volume = {294},
pages = {108933},
abstract = {Polyrate is a suite of computer programs for the calculation of chemical reaction rates of polyatomic species (including atoms and diatoms as special cases) by variational transition state theory (VTST); conventional transition state theory is also supported. Polyrate can calculate the rate constants for both bimolecular reactions and unimolecular reactions, and it can be applied to reactions in the gas phase, liquid solution phase, or solid state and to reactions at gas–solid interfaces. Polyrate can perform VTST calculations on gas-phase reactions with both tight and loose transition states. For tight transition states it uses the reaction-path (RP) variational transition state theory developed by Garrett and Truhlar, and for loose transition states it uses variable-reaction-coordinate (VRC) variational transition state theory developed by Georgievskii and Klippenstein. The RP methods used for tight transition states are conventional transition state theory, canonical variational transition state theory (CVT), and microcanonical variational transition state theory (μVT) with multidimensional semiclassical approximations for tunneling and nonclassical reflection. For VRC calculations, rate constants may be calculated for canonical or microcanonical ensembles or energy- and total-angular-momentum resolved microcanonical ensembles. Pressure-dependent rate constants for elementary reactions can be computed using system-specific quantum RRK theory (SS-QRRK) with the information obtained from high-pressure-limit VTST calculation as input by using the SS-QRRK utility code. Alternatively, Polyrate 2023 may be interfaced with TUMME 2023 for a master-equation treatment of pressure dependence or to obtain phenomenological rate constants for complex mechanisms. Potential energy surfaces may be analytic functions evaluated by subroutines, or they may be implicit surfaces defined by electronic structure input files or interface subroutines containing energies, gradients, and force constants (Hessians). For the latter, Polyrate can be used in conjunction with various interfaces to electronic structure programs for direct dynamics, and it has routines designed to make such interfacing straightforward. Polyrate supports six options for direct dynamics, namely (i) straight single-level direct dynamics, (ii) zero-order interpolated variational transition state theory (IVTST-0), (iii) first-order interpolated variational transition state theory (IVTST-1), (iv) interpolated variational transition state theory by mapping (IVTST-M), (v) variational transition state theory with interpolated single-point energies (VTST-ISPE), and (vi) variational transition state theory with interpolated optimized corrections (VTST-IOC). Polyrate can handle multistructural and torsional-potential anharmonicity in conjunction with the MSTor program. Polyrate 2023 contains 112 test runs, and 46 of these are for direct dynamics calculations; 85 of the test runs are single-level runs, and 27 are dual-level calculations.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2023
Shah, Syed Jawad Ali; Zhang, Qianqian; Guo, Jingjing; Liu, Hongli; Liu, Huanxiang; and Jordi Villà-Freixa,
In: ACS Chem. Neurosci., vol. 14, iss. 21, pp. 3959-3971, 2023.
Abstract | Links | BibTeX | Tags:
@article{nokey,
title = {Identification of Aggregation Mechanism of Acetylated PHF6* and PHF6 Tau Peptides Based on Molecular Dynamics Simulations and Markov State Modeling},
author = {Syed Jawad Ali Shah and Qianqian Zhang and Jingjing Guo and Hongli Liu and Huanxiang Liu and and Jordi Villà-Freixa},
url = {https://pubs.acs.org/doi/abs/10.1021/acschemneuro.3c00578},
doi = {10.1021/acschemneuro.3c00578},
year = {2023},
date = {2023-10-13},
journal = {ACS Chem. Neurosci.},
volume = {14},
issue = {21},
pages = {3959-3971},
abstract = {The microtubule-associated protein tau (MAPT) has a critical role in the development and preservation of the nervous system. However, tau’s dysfunction and accumulation in the human brain can lead to several neurodegenerative diseases, such as Alzheimer’s disease, Down’s syndrome, and frontotemporal dementia. The microtubule binding (MTB) domain plays a significant, important role in determining the tau’s pathophysiology, as the core of paired helical filaments PHF6* (275VQIINK280) and PHF6 (306VQIVYK311) of R2 and R3 repeat units, respectively, are formed in this region, which promotes tau aggregation. Post-translational modifications, and in particular lysine acetylation at K280 of PHF6* and K311 of PHF6, have been previously established to promote tau misfolding and aggregation. However, the exact aggregation mechanism is not known. In this study, we established an atomic-level nucleation-extension mechanism of the separated aggregation of acetylated PHF6* and PHF6 hexapeptides, respectively, of tau. We show that the acetylation of the lysine residues promotes the formation of β-sheet enriched high-ordered oligomers. The Markov state model analysis of ac-PHF6* and ac-PHF6 aggregation revealed the formation of an antiparallel dimer nucleus which could be extended from both sides in a parallel manner to form mixed-oriented and high-ordered oligomers. Our study describes the detailed mechanism for acetylation-driven tau aggregation, which provides valuable insights into the effect of post-translation modification in altering the pathophysiology of tau hexapeptides.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Álvarez-Villanueva, Daniel; Galán-Palma, Luis; Bertran, Joan; Floor, Martin; Solé, Laura; Lobo-Jarne, Teresa; Maqueda, María; Rajbhandari, Rajani; Marruecos, Laura; Villà-Freixa, Jordi; Bredel, Markus; Bigas, Anna; Espinosa, Lluís
Separation-of-function mutants reveal the NF-κB-independent involvement of IκBα in the regulation of stem cell and oncogenic programs Journal Article
In: bioRxiv, 2023.
Abstract | Links | BibTeX | Tags:
@article{Álvarez-Villanueva2023,
title = {Separation-of-function mutants reveal the NF-κB-independent involvement of IκBα in the regulation of stem cell and oncogenic programs},
author = {Daniel Álvarez-Villanueva and Luis Galán-Palma and Joan Bertran and Martin Floor and Laura Solé and Teresa Lobo-Jarne and María Maqueda and Rajani Rajbhandari and Laura Marruecos and Jordi Villà-Freixa and Markus Bredel and Anna Bigas and Lluís Espinosa},
url = {https://www.biorxiv.org/content/10.1101/2023.06.21.545928v1.abstract},
doi = {10.1101/2023.06.21.545928},
year = {2023},
date = {2023-06-22},
journal = {bioRxiv},
abstract = {We previously demonstrated that the NF-κB inhibitor IκBα binds the chromatin together with PRC2 to regulate a subset of developmental- and stem cell-related genes. This alternative function has been elusive in both physiological and disease conditions because of the predominant role of IκBα as a negative regulator of NF-κB.
We here uniquely characterize specific residues of IκBα that allow the generation of separation-of-function (SOF) mutants that are defective for either NF-κB-related (SOFΔNF-κB) or chromatin-related (SOFΔH2A,H4) activities. Expression of IκBα SOFΔNF-κB, but not SOFΔH2A/H4, is sufficient to negatively regulate a specific stemness program in intestinal cells, thus rescuing the differentiation blockage imposed by IκBα deficiency. In contrast, full IκBα activity is required for regulating clonogenic/tumor-initiating activity of colorectal cancer cells.
Our data indicate that SOF mutants represent an exclusive tool for studying IκBα functions in physiology and disease, and identified IκBα as a robust prognosis biomarker for human cancer.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
We here uniquely characterize specific residues of IκBα that allow the generation of separation-of-function (SOF) mutants that are defective for either NF-κB-related (SOFΔNF-κB) or chromatin-related (SOFΔH2A,H4) activities. Expression of IκBα SOFΔNF-κB, but not SOFΔH2A/H4, is sufficient to negatively regulate a specific stemness program in intestinal cells, thus rescuing the differentiation blockage imposed by IκBα deficiency. In contrast, full IκBα activity is required for regulating clonogenic/tumor-initiating activity of colorectal cancer cells.
Our data indicate that SOF mutants represent an exclusive tool for studying IκBα functions in physiology and disease, and identified IκBα as a robust prognosis biomarker for human cancer.
Quandt, Eva; Masip, Núria; Hernández-Ortega, Sara; Sánchez-Botet, Abril; Gasa, Laura; Fernández-Elorduy, Ainhoa; Plutta, Sara; Martínez-Laínez, Joan Marc; Bru, Samuel; Muñoz-Torres, Pau M.; Floor, Martin; Villà-Freixa, Jordi; Morris, May C.; Vidal, August; Villanueva, Alberto; Clotet, Josep; Ribeiro, Mariana P. C.
CDK6 is activated by the atypical cyclin I to promote E2F-mediated gene expression and cancer cell proliferation Journal Article
In: Molecular Oncology, vol. 17, iss. 7, pp. 1228-1245, 2023.
Abstract | Links | BibTeX | Tags:
@article{Quandt2023,
title = {CDK6 is activated by the atypical cyclin I to promote E2F-mediated gene expression and cancer cell proliferation},
author = {Eva Quandt and Núria Masip and Sara Hernández-Ortega and Abril Sánchez-Botet and Laura Gasa and Ainhoa Fernández-Elorduy and Sara Plutta and Joan Marc Martínez-Laínez and Samuel Bru and Pau M. Muñoz-Torres and Martin Floor and Jordi Villà-Freixa and May C. Morris and August Vidal and Alberto Villanueva and Josep Clotet and Mariana P.C. Ribeiro},
url = {https://febs.onlinelibrary.wiley.com/doi/full/10.1002/1878-0261.13438},
doi = {10.1002/1878-0261.13438},
year = {2023},
date = {2023-04-20},
urldate = {2023-03-22},
journal = {Molecular Oncology},
volume = {17},
issue = {7},
pages = {1228-1245},
abstract = {Cyclin-dependent kinases (CDKs), together with their cyclin partners, are the master cell cycle regulators. Remarkably, the cyclin family was extended to include atypical cyclins, characterized by distinctive structural features, but their partner CDKs remain elusive. Here, we conducted a yeast two-hybrid screen to identify new atypical cyclin–CDK complexes. We identified 10 new complexes, including a complex between CDK6 and cyclin I (CCNI), which was found to be active against retinoblastoma protein. CCNI upregulation increased the proliferation of breast cancer cells in vitro and in vivo, with a magnitude similar to that seen upon cyclin D upregulation, an effect that was abrogated by CDK6 silencing or palbociclib treatment. In line with these findings, CCNI downregulation led to a decrease in cell number and a reduction in the percentage of cells reaching S phase. Finally, CCNI upregulation correlated with the high expression of E2F target genes in large panels of cancer cell lines and tissue samples from breast cancer patients. In conclusion, we unveil CCNI as a new player in the pathways that activate CDK6, enriching the wiring of cell cycle control.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2022
Mian, Alec; Villà-Freixa, Jordi
Methods and systems for determining a correlation between patient actions and symptoms of a disease Patent
2022.
Abstract | Links | BibTeX | Tags:
@patent{Mian2022,
title = {Methods and systems for determining a correlation between patient actions and symptoms of a disease},
author = {Alec Mian and Jordi Villà-Freixa},
url = {https://patentimages.storage.googleapis.com/2e/79/8e/674366cb8c3367/US11361848.pdf},
isbn = {11361848},
year = {2022},
date = {2022-06-14},
urldate = {2022-06-14},
abstract = {Example embodiments disclosed herein relate to methods and systems for determining whether particular actions affect or influence medical symptoms of patients. In one example, a plurality of datasets from a corresponding plurality of patients is received, where each patient has a corresponding disease. An individual dataset for an individual patient may include information about at least one disease symptom of the patient and at least one action of the patient. After the datasets are received from the patients, the datasets are stored in a database. Using the datasets stored in the database, a correlation between one or more actions and one or more disease symptoms may be determined based on a statistical analysis of the actions and symptoms stored in the database. The correlation between the one or more actions and the one or more disease symptoms may also be stored in the database.},
type = {patent},
keywords = {},
pubstate = {published},
tppubtype = {patent}
}
Floor, Martin
Development of a framework for the computational design and evolution of enzymes PhD Thesis
2022.
Abstract | Links | BibTeX | Tags:
@phdthesis{Floor2022,
title = {Development of a framework for the computational design and evolution of enzymes},
author = {Martin Floor},
url = {https://www.tdx.cat/handle/10803/674584},
year = {2022},
date = {2022-02-07},
urldate = {2022-02-07},
abstract = {Enzymatic design is at the heart of modern biotechnology and, increasingly so, the so-called fine chemistry and green chemistry. Designing enzymes for applications in industrial or bioremediation contexts, for example, involves having a deep knowledge of enzymatic systems to propose rational changes that improve their catalytic properties. In recent years, a large number of computational methods have been developed to design or improve new enzymes. However, achieving enzymatic predictions through these methods to reach the power of natural enzymes is still an unattained scientific challenge.
In this thesis, we propose the combination of two robust methodologies to devise a computational framework for enzyme design and evolution. On the one hand, a successful protein design methodology— the Rosetta modelling environment— and on the other, an efficient method for evaluating chemical reactivity based on molecular simulations— the Empirical Valence Bond method. Both tools, working collectively, are an attractive proposition for tackling state-of-the-art challenges in the field of enzymatic design.
After applying our methodology in a proof-of-concept chemical system, the catalytic reaction of Kemp eliminase, we found a series of obstacles that need to be addressed before creating a successful framework for the computational design and evolution of enzymes. This work explores these challenges in-depth and suggests new directions to improve different aspects of the proposed methodology. Specifically, on the one hand, we make a careful dissection of the interaction energies provided by Rosetta, a key aspect for a better prediction of structural frames (or scaffolds) on which to build new enzymatic designs. On the other hand, we propose a new practical implementation of a structure-based simulation model in the OpenMM package of molecular simulations. Both elements are a critical step in achieving an efficient and robust "toolbox" for exploring the structure-function map of designed enzymes.
},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
In this thesis, we propose the combination of two robust methodologies to devise a computational framework for enzyme design and evolution. On the one hand, a successful protein design methodology— the Rosetta modelling environment— and on the other, an efficient method for evaluating chemical reactivity based on molecular simulations— the Empirical Valence Bond method. Both tools, working collectively, are an attractive proposition for tackling state-of-the-art challenges in the field of enzymatic design.
After applying our methodology in a proof-of-concept chemical system, the catalytic reaction of Kemp eliminase, we found a series of obstacles that need to be addressed before creating a successful framework for the computational design and evolution of enzymes. This work explores these challenges in-depth and suggests new directions to improve different aspects of the proposed methodology. Specifically, on the one hand, we make a careful dissection of the interaction energies provided by Rosetta, a key aspect for a better prediction of structural frames (or scaffolds) on which to build new enzymatic designs. On the other hand, we propose a new practical implementation of a structure-based simulation model in the OpenMM package of molecular simulations. Both elements are a critical step in achieving an efficient and robust "toolbox" for exploring the structure-function map of designed enzymes.
2021
Hernández, Gonzalo; Ferrer-Cortès, Xenia; Venturi, Veronica; Musri, Melina; Pilquil, Martin Floor; Torres, Pau Marc Muñoz; Rodríguez, Ines Hernandez; Mínguez, Maria Àngels Ruiz; Kelleher, Nicholas J.; Pelucchi, Sara; Piperno, Alberto; Alberca, Esther Plensa; Ricós, Georgina Gener; Giró, Eloi Cañamero; Pérez-Montero, Santiago; Tornador, Cristian; Villà-Freixa, Jordi; Sánchez, Mayka
New mutations in HFE2 and TFR2 genes causing Non HFE-related Hereditary Hemochromatosis Journal Article
In: Genes, vol. 12, no. 12, pp. 1980', 2021, ISSN: 2073-4425.
Abstract | Links | BibTeX | Tags:
@article{Hernández2021,
title = {New mutations in HFE2 and TFR2 genes causing Non HFE-related Hereditary Hemochromatosis},
author = {Hernández, Gonzalo and Ferrer-Cortès, Xenia and Venturi, Veronica and Musri, Melina and Pilquil, Martin Floor and Torres, Pau Marc Muñoz and Rodríguez, Ines Hernandez and Mínguez, Maria Àngels Ruiz and Kelleher, Nicholas J. and Pelucchi, Sara and Piperno, Alberto and Alberca, Esther Plensa and Ricós, Georgina Gener and Giró, Eloi Cañamero and Pérez-Montero, Santiago and Tornador, Cristian and Villà-Freixa, Jordi and Sánchez, Mayka},
url = {https://www.mdpi.com/2073-4425/12/12/1980},
doi = {10.3390/genes12121980},
issn = {2073-4425},
year = {2021},
date = {2021-12-12},
urldate = {2021-12-12},
journal = {Genes},
volume = {12},
number = {12},
pages = {1980'},
abstract = {Hereditary hemochromatosis (HH) is an iron metabolism disease clinically characterized by excessive iron deposition in parenchymal organs such as liver, heart, pancreas, and joints. It is caused by mutations in at least five different genes. HFE hemochromatosis is the most common type of hemochromatosis, while non-HFE related hemochromatosis are rare cases. Here, we describe six new patients of non-HFE related HH from five different families. Two families (Family 1 and 2) have novel nonsense mutations in the HFE2 gene have novel nonsense mutations (p.Arg63Ter and Asp36ThrfsTer96). Three families have mutations in the TFR2 gene, one case has one previously unreported mutation (Family A—p.Asp680Tyr) and two cases have known pathogenic mutations (Family B and D—p.Trp781Ter and p.Gln672Ter respectively). Clinical, biochemical, and genetic data are discussed in all these cases. These rare cases of non-HFE related hereditary hemochromatosis highlight the importance of an earlier molecular diagnosis in a specialized center to prevent serious clinical complications.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Marruecos, Laura; Bertran, Joan; Álvarez-Villanueva, Daniel; Mulero, María Carmen; Guillén, Yolanda; Palma, Luis G; Floor, Martin; Vert, Anna; Arce-Gallego, Sara; Pecharroman, Irene; Batlle, Laura; Villà-Freixa, Jordi; Ghosh, Gourisankar; Bigas, Anna; Espinosa, Lluís
Dynamic chromatin association of IκBα is regulated by acetylation and cleavage of histone H4 Journal Article
In: EMBO Reports, no. e52649, 2021, ISSN: 1469-3178.
Abstract | Links | BibTeX | Tags: chemistry; Animals; Binding Sites; Computational Biology, chemistry/metabolism; Point Mutation; Protein Binding; RING Finger Domains; Simulation; Static Electricity; Ubiquitin-Conjugating Enzymes
@article{Marruecos2021,
title = {Dynamic chromatin association of IκBα is regulated by acetylation and cleavage of histone H4},
author = {Laura Marruecos and Joan Bertran and Daniel Álvarez-Villanueva and María Carmen Mulero and Yolanda Guillén and Luis G Palma and Martin Floor and Anna Vert and Sara Arce-Gallego and Irene Pecharroman and Laura Batlle and Jordi Villà-Freixa and Gourisankar Ghosh and Anna Bigas and Lluís Espinosa},
url = {https://pubmed.ncbi.nlm.nih.gov/34224210/},
doi = {10.15252/embr.202152649},
issn = {1469-3178},
year = {2021},
date = {2021-08-04},
urldate = {2021-08-04},
journal = {EMBO Reports},
number = {e52649},
abstract = {IκBs exert principal functions as cytoplasmic inhibitors of NF-kB transcription factors. Additional roles for IκB homologues have been described, including chromatin association and transcriptional regulation. Phosphorylated and SUMOylated IκBα (pS-IκBα) binds to histones H2A and H4 in the stem cell and progenitor cell compartment of skin and intestine, but the mechanisms controlling its recruitment to chromatin are largely unknown. Here, we show that serine 32-36 phosphorylation of IκBα favors its binding to nucleosomes and demonstrate that p-IκBα association with H4 depends on the acetylation of specific H4 lysine residues. The N-terminal tail of H4 is removed during intestinal cell differentiation by proteolytic cleavage by trypsin or chymotrypsin at residues 17-19, which reduces p-IκBα binding. Inhibition of trypsin and chymotrypsin activity in HT29 cells increases p-IκBα chromatin binding but, paradoxically, impaired goblet cell differentiation, comparable to IκBα deletion. Taken together, our results indicate that dynamic binding of IκBα to chromatin is a requirement for intestinal cell differentiation and provide a molecular basis for the understanding of the restricted nuclear distribution of p-IκBα in specific stem cell compartments.},
keywords = {chemistry; Animals; Binding Sites; Computational Biology, chemistry/metabolism; Point Mutation; Protein Binding; RING Finger Domains; Simulation; Static Electricity; Ubiquitin-Conjugating Enzymes},
pubstate = {published},
tppubtype = {article}
}
Floor, Martin; Li, Kengjie; Estevez-Gay, Miquel; Agulló, Luis; Muñoz-Torres, Pau Marc; Hwang, Jenn K; Osuna, Sílvia; Villà-Freixa, Jordi
SBMOpenMM: A Builder of Structure-Based Models for OpenMM Journal Article
In: J Chem Inf Model, vol. 61, no. 7, pp. 3166-3171, 2021, ISSN: 1549-960X.
Abstract | Links | BibTeX | Tags: Computer code, Markov models, Molecular Dynamics, Python, Structure Based Modeling
@article{Floor2021,
title = {SBMOpenMM: A Builder of Structure-Based Models for OpenMM},
author = {Martin Floor and Kengjie Li and Miquel Estevez-Gay and Luis Agulló and Pau Marc Muñoz-Torres and Jenn K Hwang and Sílvia Osuna and Jordi Villà-Freixa},
url = {https://pubmed.ncbi.nlm.nih.gov/34251801/},
doi = {10.1021/acs.jcim.1c00122},
issn = {1549-960X},
year = {2021},
date = {2021-07-26},
urldate = {2021-07-26},
journal = {J Chem Inf Model},
volume = {61},
number = {7},
pages = {3166-3171},
abstract = {Molecular dynamics (MD) simulations have become a standard tool to correlate the structure and function of biomolecules and significant advances have been made in the study of proteins and their complexes. A major drawback of conventional MD simulations is the difficulty and cost of obtaining converged results, especially when exploring potential energy surfaces containing considerable energy barriers. This limits the wide use of MD calculations to determine the thermodynamic properties of biomolecular processes. Indeed, this is true when considering the conformational entropy of such processes, which is ultimately critical in assessing the simulations' convergence. Alternatively, a wide range of structure-based models (SBMs) has been used in the literature to unravel the basic mechanisms of biomolecular dynamics. These models introduce simplifications that focus on the relevant aspects of the physical process under study. Because of this, SBMs incorporate the need to modify the force field definition and parameters to target specific biophysical simulations. Here we introduce SBMOpenMM, a Python library to build force fields for SBMs, that uses the OpenMM framework to create and run SBM simulations. The code is flexible and user-friendly and profits from the high customizability and performance provided by the OpenMM platform.},
keywords = {Computer code, Markov models, Molecular Dynamics, Python, Structure Based Modeling},
pubstate = {published},
tppubtype = {article}
}
2017
Abstracts from the 8th International Conference on cGMP Generators, Effectors and Therapeutic Implications : Bamberg, Germany. 23-25 June, 2017 Journal Article
In: BMC Pharmacol Toxicol, vol. 18, no. Suppl 1, pp. 64, 2017, ISSN: 2050-6511.
Abstract | Links | BibTeX | Tags: binding, cGMP, Docking, Molecular Dynamics
@article{pmid29035170,
title = {Abstracts from the 8th International Conference on cGMP Generators, Effectors and Therapeutic Implications : Bamberg, Germany. 23-25 June, 2017},
doi = {10.1186/s40360-017-0170-5},
issn = {2050-6511},
year = {2017},
date = {2017-10-10},
urldate = {2017-10-10},
journal = {BMC Pharmacol Toxicol},
volume = {18},
number = {Suppl 1},
pages = {64},
abstract = {Background:
Guanylate cyclases are important drugs targets for several disorders, including cardiovascular, pulmonary and renal diseases. Only heme-dependent stimulators and heme-independent activators of soluble guanylate cyclases (sGCs) have been amply studied, although even in this case their mechanism of action is unclear. We have recently described the potential binding site of heme-dependent stimulators [1]. In this study, we are: first, investigating the mechanism of action of these heme-dependent stimulators of sGCs, and, second, searching for new modulators of membrane guanylate cyclases (mGCs). In both cases, we are using the recently available structural data for this class of enzymes.
Methods:
Basically, the general procedure includes first comparative modelling of the target protein (based on the satisfaction of spatial restraints), docking of a subset of compounds pertaining to the ZINC-database (Zbc-ZINC Biogenic compounds; 180,313 molecules) to several conformations of the potential “druggable” sites in the proteins of interest, and selection of the compounds with the best score for site specificity. Drugs with poor site and protein specificity are discarded. Molecular dynamics is used for the selection of protein conformations submitted to drug docking (after evaluation of the volume of the cavities during the whole simulation) and to analyze the time-dependent structural changes evoked by the best-scoring compounds. Ligand binding affinities are evaluated by the Linear Interaction Energy (LIE) method [2].
Results and conclusions:
Molecular dynamics of the catalytic domain of human sGC (both, in its inactive and active conformations) in the presence or absence of YC-1 are underway to identify its possible mechanism of action. On the other hand, different sites (including catalytic and receptor domains) of the atrial natriuretic peptide receptor 1 have been submitted to structure-based virtual screening (SBVS) in order to find new modulators of mGCs. Preliminary results of this screening are shown on Table 3 and Fig. 4 for the receptor-binding site.},
keywords = {binding, cGMP, Docking, Molecular Dynamics},
pubstate = {published},
tppubtype = {article}
}
Guanylate cyclases are important drugs targets for several disorders, including cardiovascular, pulmonary and renal diseases. Only heme-dependent stimulators and heme-independent activators of soluble guanylate cyclases (sGCs) have been amply studied, although even in this case their mechanism of action is unclear. We have recently described the potential binding site of heme-dependent stimulators [1]. In this study, we are: first, investigating the mechanism of action of these heme-dependent stimulators of sGCs, and, second, searching for new modulators of membrane guanylate cyclases (mGCs). In both cases, we are using the recently available structural data for this class of enzymes.
Methods:
Basically, the general procedure includes first comparative modelling of the target protein (based on the satisfaction of spatial restraints), docking of a subset of compounds pertaining to the ZINC-database (Zbc-ZINC Biogenic compounds; 180,313 molecules) to several conformations of the potential “druggable” sites in the proteins of interest, and selection of the compounds with the best score for site specificity. Drugs with poor site and protein specificity are discarded. Molecular dynamics is used for the selection of protein conformations submitted to drug docking (after evaluation of the volume of the cavities during the whole simulation) and to analyze the time-dependent structural changes evoked by the best-scoring compounds. Ligand binding affinities are evaluated by the Linear Interaction Energy (LIE) method [2].
Results and conclusions:
Molecular dynamics of the catalytic domain of human sGC (both, in its inactive and active conformations) in the presence or absence of YC-1 are underway to identify its possible mechanism of action. On the other hand, different sites (including catalytic and receptor domains) of the atrial natriuretic peptide receptor 1 have been submitted to structure-based virtual screening (SBVS) in order to find new modulators of mGCs. Preliminary results of this screening are shown on Table 3 and Fig. 4 for the receptor-binding site.
Molinos-Albert, Luis M; Bilbao, Eneritz; Agulló, Luis; Marfil, Silvia; García, Elisabet; Concepción, Maria Luisa Rodr'iguez De La; Izquierdo-Useros, Nuria; Vilaplana, Cristina; Nieto-Garai, Jon A; Contreras, F-Xabier; Pere J. Cardona Martin Floor, Javier Martinez-Picado
In: Scientific reports, vol. 7, pp. 40800, 2017.
Abstract | Links | BibTeX | Tags: Computer Simulation, gp41, HIV, Models: Molecular
@article{molinos2017proteoliposomal,
title = {Proteoliposomal formulations of an HIV-1 gp41-based miniprotein elicit a lipid-dependent immunodominant response overlapping the 2F5 binding motif},
author = {Luis M Molinos-Albert and Eneritz Bilbao and Luis Agulló and Silvia Marfil and Elisabet García and Maria Luisa Rodr{'i}guez De La Concepción and Nuria Izquierdo-Useros and Cristina Vilaplana and Jon A Nieto-Garai and F-Xabier Contreras and Martin Floor, Pere J. Cardona, Javier Martinez-Picado, Bonaventura Clotet, Jordi Villà-Freixa, Maier Lorizate, Jorge Carrillo & Julià Blanco},
url = {https://www.nature.com/articles/srep40800},
doi = {10.1038/srep40800},
year = {2017},
date = {2017-01-01},
urldate = {2017-01-01},
journal = {Scientific reports},
volume = {7},
pages = {40800},
publisher = {Nature Publishing Group},
abstract = {The HIV-1 gp41 Membrane Proximal External Region (MPER) is recognized by broadly neutralizing antibodies and represents a promising vaccine target. However, MPER immunogenicity and antibody activity are influenced by membrane lipids. To evaluate lipid modulation of MPER immunogenicity, we generated a 1-Palmitoyl-2-oleoylphosphatidylcholine (POPC)-based proteoliposome collection containing combinations of phosphatidylserine (PS), GM3 ganglioside, cholesterol (CHOL), sphingomyelin (SM) and the TLR4 agonist monophosphoryl lipid A (MPLA). A recombinant gp41-derived miniprotein (gp41-MinTT) exposing the MPER and a tetanus toxoid (TT) peptide that favors MHC-II presentation, was successfully incorporated into lipid mixtures (>85%). Immunization of mice with soluble gp41-MinTT exclusively induced responses against the TT peptide, while POPC proteoliposomes generated potent anti-gp41 IgG responses using lower protein doses. The combined addition of PS and GM3 or CHOL/SM to POPC liposomes greatly increased gp41 immunogenicity, which was further enhanced by the addition of MPLA. Responses generated by all proteoliposomes targeted the N-terminal moiety of MPER overlapping the 2F5 neutralizing epitope. Our data show that lipids impact both, the epitope targeted and the magnitude of the response to membrane-dependent antigens, helping to improve MPER-based lipid carriers. Moreover, the identification of immunodominant epitopes allows for the redesign of immunogens targeting MPER neutralizing determinants.},
keywords = {Computer Simulation, gp41, HIV, Models: Molecular},
pubstate = {published},
tppubtype = {article}
}
2016
Pérez-Santiago, Josué; Ouchi, Dan; Urrea, Victor; Carrillo, Jorge; Cabrera, Cecilia; Villà-Freixa, Jordi; Puig, Jordi; Paredes, Roger; Negredo, Eugènia; Clotet, Bonaventura; Massanella, Marta; Blanco, Julià
Antiretroviral therapy suppressed participants with low CD4+ T-cell counts segregate according to opposite immunological phenotypes Journal Article
In: AIDS, vol. 30, no. 15, pp. 2275–2287, 2016, ISSN: 1473-5571.
Abstract | Links | BibTeX | Tags: CD4+, HIV
@article{pmid27427875,
title = {Antiretroviral therapy suppressed participants with low CD4+ T-cell counts segregate according to opposite immunological phenotypes},
author = {Josué Pérez-Santiago and Dan Ouchi and Victor Urrea and Jorge Carrillo and Cecilia Cabrera and Jordi Villà-Freixa and Jordi Puig and Roger Paredes and Eugènia Negredo and Bonaventura Clotet and Marta Massanella and Julià Blanco},
doi = {10.1097/QAD.0000000000001205},
issn = {1473-5571},
year = {2016},
date = {2016-09-24},
urldate = {2016-09-24},
journal = {AIDS},
volume = {30},
number = {15},
pages = {2275--2287},
abstract = {BACKGROUND: The failure to increase CD4 T-cell counts in some antiretroviral therapy suppressed participants (immunodiscordance) has been related to perturbed CD4 T-cell homeostasis and impacts clinical evolution.
METHODS: We evaluated different definitions of immunodiscordance based on CD4 T-cell counts (cutoff) or CD4 T-cell increases from nadir value (ΔCD4) using supervised random forest classification of 74 immunological and clinical variables from 196 antiretroviral therapy suppressed individuals. Unsupervised clustering was performed using relevant variables identified in the supervised approach from 191 individuals.
RESULTS: Cutoff definition of CD4 cell count 400 cells/μl performed better than any other definition in segregating immunoconcordant and immunodiscordant individuals (85% accuracy), using markers of activation, nadir and death of CD4 T cells. Unsupervised clustering of relevant variables using this definition revealed large heterogeneity between immunodiscordant individuals and segregated participants into three distinct subgroups with distinct production, programmed cell-death protein-1 (PD-1) expression, activation and death of T cells. Surprisingly, a nonnegligible number of immunodiscordant participants (22%) showed high frequency of recent thymic emigrants and low CD4 T-cell activation and death, very similar to immunoconcordant participants. Notably, human leukocyte antigen - antigen D related (HLA-DR) PD-1 and CD45RA expression in CD4 T cells allowed reproducing subgroup segregation (81.4% accuracy). Despite sharp immunological differences, similar and persistently low CD4 values were maintained in these participants over time.
CONCLUSION: A cutoff value of CD4 T-cell count 400 cells/μl classified better immunodiscordant and immunoconcordant individuals than any ΔCD4 classification. Immunodiscordance may present several, even opposite, immunological patterns that are identified by a simple immunological follow-up. Subgroup classification may help clinicians to delineate diverse approaches that may be needed to boost CD4 T-cell recovery.},
keywords = {CD4+, HIV},
pubstate = {published},
tppubtype = {article}
}
METHODS: We evaluated different definitions of immunodiscordance based on CD4 T-cell counts (cutoff) or CD4 T-cell increases from nadir value (ΔCD4) using supervised random forest classification of 74 immunological and clinical variables from 196 antiretroviral therapy suppressed individuals. Unsupervised clustering was performed using relevant variables identified in the supervised approach from 191 individuals.
RESULTS: Cutoff definition of CD4 cell count 400 cells/μl performed better than any other definition in segregating immunoconcordant and immunodiscordant individuals (85% accuracy), using markers of activation, nadir and death of CD4 T cells. Unsupervised clustering of relevant variables using this definition revealed large heterogeneity between immunodiscordant individuals and segregated participants into three distinct subgroups with distinct production, programmed cell-death protein-1 (PD-1) expression, activation and death of T cells. Surprisingly, a nonnegligible number of immunodiscordant participants (22%) showed high frequency of recent thymic emigrants and low CD4 T-cell activation and death, very similar to immunoconcordant participants. Notably, human leukocyte antigen - antigen D related (HLA-DR) PD-1 and CD45RA expression in CD4 T cells allowed reproducing subgroup segregation (81.4% accuracy). Despite sharp immunological differences, similar and persistently low CD4 values were maintained in these participants over time.
CONCLUSION: A cutoff value of CD4 T-cell count 400 cells/μl classified better immunodiscordant and immunoconcordant individuals than any ΔCD4 classification. Immunodiscordance may present several, even opposite, immunological patterns that are identified by a simple immunological follow-up. Subgroup classification may help clinicians to delineate diverse approaches that may be needed to boost CD4 T-cell recovery.
Agulló, Luis; Buch, Ignasi; Gutiérrez-de-Terán, Hugo; Garcia-Dorado, David; Villà-Freixa, Jordi
Computational exploration of the binding mode of heme-dependent stimulators into the active catalytic domain of soluble guanylate cyclase Journal Article
In: Proteins, vol. 84, no. 10, pp. 1534–1548, 2016, ISSN: 1097-0134.
Abstract | Links | BibTeX | Tags:
@article{pmid27364190,
title = {Computational exploration of the binding mode of heme-dependent stimulators into the active catalytic domain of soluble guanylate cyclase},
author = {Luis Agulló and Ignasi Buch and Hugo Gutiérrez-de-Terán and David Garcia-Dorado and Jordi Villà-Freixa},
doi = {10.1002/prot.25096},
issn = {1097-0134},
year = {2016},
date = {2016-07-01},
journal = {Proteins},
volume = {84},
number = {10},
pages = {1534--1548},
abstract = {Soluble guanylate cyclase (sGC), the main target of nitric oxide (NO), has been proven to have a significant role in coronary artery disease, pulmonary hypertension, erectile dysfunction, and myocardial infarction. One of its agonists, BAY 41-2272 (Riociguat), has been recently approved for treatment of pulmonary arterial hypertension (PHA), while some others are in clinical phases of development. However, the location of the binding sites for the two known types of agonists, heme-dependent stimulators and heme-independent activators, is a matter of debate, particularly for the first group where both a location on the regulatory (H-NOX) and on the catalytic domain have been suggested by different authors. Here, we address its potential location on the catalytic domain, the unique well characterized at the structural level, by an "in silico" approach. Homology models of the catalytic domain of sGC in "inactive" or "active" conformations were constructed using the structure of previously described crystals of the catalytic domains of "inactive" sGCs (2WZ1, 3ET6) and of "active" adenylate cyclase (1CJU). Each model was submitted to six independent molecular dynamics simulations of about 1 μs. Docking of YC-1, a classic heme-dependent stimulator, to all frames of representative trajectories of "inactive" and "active" conformations, followed by calculation of absolute binding free energies with the linear interaction energy (LIE) method, revealed a potential high-affinity binding site on the "active" structure. The site, located between the pseudo-symmetric and the catalytic site just over the loop β2 -β3 , does not overlap with the forskolin binding site on adenylate cyclases. Proteins 2016; 84:1534-1548. © 2016 Wiley Periodicals, Inc.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2014
Drechsel, Nils J D; Fennell, Christopher J; Dill, Ken A; Villà-Freixa, Jordi
TRIFORCE: Tessellated Semianalytical Solvent Exposed Surface Areas and Derivatives Journal Article
In: J Chem Theory Comput, vol. 10, no. 9, pp. 4121–4132, 2014, ISSN: 1549-9626.
Abstract | Links | BibTeX | Tags:
@article{pmid25221446,
title = {TRIFORCE: Tessellated Semianalytical Solvent Exposed Surface Areas and Derivatives},
author = {Nils J D Drechsel and Christopher J Fennell and Ken A Dill and Jordi Villà-Freixa},
doi = {10.1021/ct5002818},
issn = {1549-9626},
year = {2014},
date = {2014-09-09},
journal = {J Chem Theory Comput},
volume = {10},
number = {9},
pages = {4121--4132},
abstract = {We present a new approach to the calculation of solvent-accessible surface areas of molecules with potential application to surface area based methods for determination of solvation free energies. As in traditional analytical and statistical approaches, this new algorithm, called TRIFORCE, reports both component areas and derivatives as a function of the atomic coordinates and radii. Unique to TRIFORCE are the rapid and scalable approaches for the determination of sphere intersection points and numerical estimation of the surface areas, derivatives, and other properties that can be associated with the surface area facets. The algorithm performs a special tessellation and semianalytical integration that uses a precomputed look-up table. This provides a simple way to balance numerical accuracy and memory usage. TRIFORCE calculates derivatives in the same manner, enabling application in force-dependent activities such as molecular geometry minimization. TRIFORCE is available free of charge for academic purposes as both a C++ library, which can be directly interfaced to existing molecular simulation packages, and a web-accessible application.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Tajes, Marta; Eraso--Pichota, Abel; ó, Fanny Rubio--Moscard; Guivernau, Biuse; Ramos--Fernández, Eva; Bosch--Morató, Mònica; Guix, Francesc Xavier; Clarimón, Jordi; Miscione, Gian Pietro; Boada, Mercé; Suzuki, Toshiharu; Molina, Henrik; Villà-Freixa, Jordi; Vicente, Rubén; Muñoz, Francisco J
In: J. Alzheimer Dis, vol. 41, pp. 273–288, 2014, ISSN: 1875-8908.
Abstract | Links | BibTeX | Tags: Alzheimer disease, Enzymes, QM/MM, TPI, Triosephosphate isomerase
@article{Tajes_2014,
title = {Methylglyoxal Produced by Amyloid $beta$-Peptide-Induced Nitrotyrosination of Triosephosphate Isomerase Triggers Neuronal Death in Alzheimer Disease},
author = {Marta Tajes and Abel Eraso--Pichota and Fanny Rubio--Moscard ó and Biuse Guivernau and Eva Ramos--Fernández and Mònica Bosch--Morató and Francesc Xavier Guix and Jordi Clarimón and Gian Pietro Miscione and Mercé Boada and Toshiharu Suzuki and Henrik Molina and Jordi Villà-Freixa and Rubén Vicente and Francisco J Muñoz},
doi = {10.3233/JAD-131685},
issn = {1875-8908},
year = {2014},
date = {2014-01-01},
urldate = {2014-01-01},
journal = {J. Alzheimer Dis},
volume = {41},
pages = {273--288},
abstract = {Amyloid-β peptide (Aβ) aggregates induce nitro-oxidative stress, contributing to the characteristic neurodegeneration found in Alzheimer's disease (AD). One of the most strongly nitrotyrosinated proteins in AD is the triosephosphate isomerase (TPI) enzyme which regulates glycolytic flow, and its efficiency decreased when it is nitrotyrosinated. The main aims of this study were to analyze the impact of TPI nitrotyrosination on cell viability and to identify the mechanism behind this effect. In human neuroblastoma cells (SH-SY5Y), we evaluated the effects of Aβ42 oligomers on TPI nitrotyrosination. We found an increased production of methylglyoxal (MG), a toxic byproduct of the inefficient nitro-TPI function. The proapoptotic effects of Aβ42 oligomers, such as decreasing the protective Bcl2 and increasing the proapoptotic caspase-3 and Bax, were prevented with a MG chelator. Moreover, we used a double mutant TPI (Y165F and Y209F) to mimic nitrosative modifications due to Aβ action. Neuroblastoma cells transfected with the double mutant TPI consistently triggered MG production and a decrease in cell viability due to apoptotic mechanisms. Our data show for the first time that MG is playing a key role in the neuronal death induced by Aβ oligomers. This occurs because of TPI nitrotyrosination, which affects both tyrosines associated with the catalytic center.},
keywords = {Alzheimer disease, Enzymes, QM/MM, TPI, Triosephosphate isomerase},
pubstate = {published},
tppubtype = {article}
}
Solé-Casals, Jordi; Vancea, Mihaela; Amengual, Jaume Miquel March; Villà-Freixa, Jordi
Biosignals 2014, 7th International Conference on Bio-Inspired Systems and Signal Processing. Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014, 331-338, ScitePress, 2014.
Abstract | Links | BibTeX | Tags:
@conference{SoleCasals2014,
title = {Population ageing and ICT: an exploratory review of technology innovation through digital applications},
author = {Jordi Solé-Casals and Mihaela Vancea and Jaume Miquel March Amengual and Jordi Villà-Freixa},
editor = {ScitePress},
url = {http://hdl.handle.net/10854/3364},
year = {2014},
date = {2014-01-01},
booktitle = {Biosignals 2014, 7th International Conference on Bio-Inspired Systems and Signal Processing. Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014, 331-338},
publisher = {ScitePress},
abstract = {The multidimensional process of physical, psychological, and social change produced by population ageing affects not only the quality of life of elderly people but also of our societies. Some dimensions of population ageing grow and expand over time (e.g. knowledge of the world events, or experience in particular situations), while others decline (e.g. reaction time, physical and psychological strength, or other functional abilities like reduced speed and tiredness). Information and Communication Technologies (ICTs) can help elderly to overcome possible limitations due to ageing. As a particular case, biometrics can allow the development of new algorithms for early detection of cognitive impairments, by processing continuous speech, handwriting or other challenged abilities. Among all possibilities, digital applications (Apps) for mobile phones or tablets can allow the dissemination of such tools. In this article, after presenting and discussing the process of population ageing and its social implications, we explore how ICTs through different Apps can lead to new solutions for facing this major demographic challenge.},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
2013
Drechsel, Nils Jan Daniel
Development of a multiscale protocol for the study of energetics of protein dymanics PhD Thesis
Universitat Pompeu Fabra, 2013.
Abstract | Links | BibTeX | Tags:
@phdthesis{Nils2013,
title = {Development of a multiscale protocol for the study of energetics of protein dymanics},
author = {Nils Jan Daniel Drechsel},
url = {http://www.tdx.cat/handle/10803/125071},
year = {2013},
date = {2013-01-01},
school = {Universitat Pompeu Fabra},
abstract = {Multiscale Molecular Dynamics is a popular trend in the field of computational chemistry and physics. Coarse-grained force-fields have been around for years, and used independently, but used cooperatively with all-atom force-fields combines their advantages and cancels their disadvantages. This seems to be the case, however, only when they are both compatible. In this thesis, a Multiscale Molecular Dynamics Protocol is introduced, based on earlier work by Benjamin Messer, Z. Fan, Arieh Warshel, and in other parts by Christopher Fennel and Ken Dill. The protocol consists of the following tool-set: * A parametrization machinery that created a new coarse-grained force-field named AmberCG. * A multiscale thermodynamic cycle utilized within a free energy perturbation context to cooperatively use the best of coarse-grained and all-atom force-fields. * A collective variable that performs a linearization of the phase space to improve separation of product and reactant states. * A new algorithm to calculate functional quantities on spheres bounded by complicated solvent accessible surface areas - which as a special case calculates the amount of solvent accessible surface area. * A novel algorithm based on simple one dimensional Depth-Buffers, to identify atoms which actively form the boundary of the solvent accessible surface areas. Executing the protocol involves the following steps: 1. Construction of a coarse-grained force-field, based on an all-atom force-field. This involves setting up coarse-grained potentials and optimization of their parameters against selected reference structures and conformations. 2. Parametrization of a solvation model which is compatible to the force-field. 3. Usage of the coarse-grained force-field to sample the conformational space of a reaction. 4. Correction of the coarse-grained results with an all-atom force-field. 5. Analysis of the results using appropriate collective coordinates. 6. Reiteration until accuracies are met. Alternatively, instead of using the methods in the protocol, they can be utilized stand-alone. They simplify calculations, thus provid- ing speed-ups, while at the same time aiming to maintain or improve accuracy. Of course, there is no free lunch, and often the methods will include inaccuracies that exceed an acceptable threshold. However, the multiscale protocol is meant to be seen as an iterative technique, in which deficiency can be detected, and the protocol adjusted to restore balance.},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
Ferres-Marco, Maria Dolors; Islam, Abul; Margalef, Pol; Pecoraro, Matteo; Agustí,; Drechsel, Nils; Charneco, Cristina; Davis, Shelly; Nicola,; Gallardo, Fernando; López, Erika; Asensio-Juan, Elena; Verónica,; González, Jessica; Iglesias, Mar; Shih, Vincent; Alb, Mar; Croce, Luciano Di; Hoffmann, Alexander; Miyamoto, Shigeki; Villà-Freixa, Jordi; López, Nuria; Keyes, William M; Domínguez, Mar'ia; Bigas, Anna; Espinosa, Lluís
Chromatin-Bound IkBa Regulates a Subset of Polycomb Target Genes in Differentiation and Cancer Journal Article
In: Cancer Cell, vol. 24, no. 2, pp. 151-166, 2013, ISSN: 1535-6108.
Abstract | Links | BibTeX | Tags: Docking, Molecular Dynamics, Molecular Modeling
@article{Mulero2013,
title = {Chromatin-Bound IkBa Regulates a Subset of Polycomb Target Genes in Differentiation and Cancer},
author = {Maria Dolors Ferres-Marco and Abul Islam and Pol Margalef and Matteo Pecoraro and Agustí and Nils Drechsel and Cristina Charneco and Shelly Davis and Nicola and Fernando Gallardo and Erika López and Elena Asensio-Juan and Verónica and Jessica González and Mar Iglesias and Vincent Shih and Mar Alb and Luciano Di Croce and Alexander Hoffmann and Shigeki Miyamoto and Jordi Villà-Freixa and Nuria López and William M Keyes and Mar{'i}a Domínguez and Anna Bigas and Lluís Espinosa},
url = {http://www.sciencedirect.com/science/article/pii/S1535610813002791},
doi = {http://dx.doi.org/10.1016/j.ccr.2013.06.003},
issn = {1535-6108},
year = {2013},
date = {2013-01-01},
urldate = {2013-01-01},
journal = {Cancer Cell},
volume = {24},
number = {2},
pages = {151-166},
abstract = {IκB proteins are the primary inhibitors of NF-κB. Here, we demonstrate that sumoylated and phosphorylated IκBα accumulates in the nucleus of keratinocytes and interacts with histones H2A and H4 at the regulatory region of HOX and IRX genes. Chromatin-bound IκBα modulates Polycomb recruitment and imparts their competence to be activated by TNFα. Mutations in the Drosophila IκBα gene cactus enhance the homeotic phenotype of Polycomb mutants, which is not counteracted by mutations in dorsal/NF-κB. Oncogenic transformation of keratinocytes results in cytoplasmic IκBα translocation associated with a massive activation of Hox. Accumulation of cytoplasmic IκBα was found in squamous cell carcinoma (SCC) associated with IKK activation and HOX upregulation},
keywords = {Docking, Molecular Dynamics, Molecular Modeling},
pubstate = {published},
tppubtype = {article}
}
2012
Dalton, James; Kalid, Ori; Schushan, Maya; Ben-Tal, Nir; Villà--Freixa, Jordi
New model of CFTR proposes active channel-like conformation Journal Article
In: J. Chem. Inf. Model., vol. 52(7), pp. 1842–1853, 2012.
Abstract | Links | BibTeX | Tags: CFTR, chemistry/metabolism; Ion Channels, Molecular Dynamics, Molecular Modeling
@article{Dalton2012,
title = {New model of CFTR proposes active channel-like conformation},
author = {James Dalton and Ori Kalid and Maya Schushan and Nir Ben-Tal and Jordi Villà--Freixa},
url = {http://www.ncbi.nlm.nih.gov/pubmed/22747419},
year = {2012},
date = {2012-01-01},
urldate = {2012-01-01},
journal = {J. Chem. Inf. Model.},
volume = {52(7)},
pages = {1842--1853},
abstract = {The cystic fibrosis transmembrane conductance regulator (CFTR) is an unusual ABC transporter, functioning as a chloride channel critical for fluid homeostasis in multiple organs. Disruption of CFTR function is associated with cystic fibrosis making it an attractive therapeutic target. In addition, CFTR blockers are being developed as potential antidiarrheals. CFTR drug discovery is hampered by the lack of high resolution structural data, and considerable efforts have been invested in modeling the channel structure. Although previously published CFTR models that have been made publicly available mostly agree with experimental data relating to the overall structure, they present the channel in an outward-facing conformation that does not agree with expected properties of a "channel-like" structure. Here, we make available a model of CFTR in such a "channel-like" conformation, derived by a unique modeling approach combining restrained homology modeling and ROSETTA refinement. In contrast to others, the present model is in agreement with expected channel properties such as pore shape, dimensions, solvent accessibility, and experimentally derived distances. We have used the model to explore the interaction of open channel blockers within the pore, revealing a common binding mode and ionic interaction with K95, in agreement with experimental data. The binding-site was further validated using a virtual screening enrichment experiment, suggesting the model might be suitable for drug discovery. In addition, we subjected the model to a molecular dynamics simulation, revealing previously unaddressed salt-bridge interactions that may be important for structure stability and pore-lining residues that may take part in Cl(-) conductance.},
keywords = {CFTR, chemistry/metabolism; Ion Channels, Molecular Dynamics, Molecular Modeling},
pubstate = {published},
tppubtype = {article}
}
Margalef, Pol; Fernández-Majada, Vanessa; Villanueva, Alberto; Garcia-Carbonell, Ricard; Iglesias, Mar; López, Laura; Martínez-Iniesta, María; Villà-Freixa, Jordi; Mulero, Mari Carmen; Andreu, Montserrat; Torres, Ferran; Mayo, Marty W; Bigas, Anna; Espinosa, Lluís
A novel truncated form of IKK$alpha$ is responsible for nuclear IKK activity in colorectal cancer Journal Article
In: Cell Rep., vol. 2, pp. 840-854, 2012.
Abstract | Links | BibTeX | Tags:
@article{Margalef2012,
title = {A novel truncated form of IKK$alpha$ is responsible for nuclear IKK activity in colorectal cancer},
author = {Pol Margalef and Vanessa Fernández-Majada and Alberto Villanueva and Ricard Garcia-Carbonell and Mar Iglesias and Laura López and María Martínez-Iniesta and Jordi Villà-Freixa and Mari Carmen Mulero and Montserrat Andreu and Ferran Torres and Marty W Mayo and Anna Bigas and Lluís Espinosa},
url = {http://www.cell.com/cell-reports/abstract/S2211-1247(12)00268-9},
doi = {10.1016/j.celrep.2012.08.028},
year = {2012},
date = {2012-01-01},
urldate = {2012-01-01},
journal = {Cell Rep.},
volume = {2},
pages = {840-854},
abstract = {Nuclear IKKα regulates gene transcription by phosphorylating specific substrates and has been linked to cancer progression and metastasis. However, the mechanistic connection between tumorigenesis and IKKα activity remains poorly understood. We have now analyzed 288 human colorectal cancer samples and found a significant association between the presence of nuclear IKK and malignancy. Importantly, the nucleus of tumor cells contains an active IKKα isoform with a predicted molecular weight of 45 kDa (p45-IKKα) that includes the kinase domain but lacks several regulatory regions. Active nuclear p45-IKKα forms a complex with nonactive IKKα and NEMO that mediates phosphorylation of SMRT and histone H3. Proteolytic cleavage of FL-IKKα into p45-IKKα is required for preventing the apoptosis of CRC cells in vitro and sustaining tumor growth in vivo. Our findings identify a potentially druggable target for treating patients with advance refractory CRC.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2011
Villà-Freixa, Jordi
Simulacions moleculars de la recativitat enzim`atica: dissecant contribucions amb l'ajut d'un ordinador Journal Article
In: Omnis Cellula, vol. 26, pp. 8, 2011.
@article{VillaFreixa2011,
title = {Simulacions moleculars de la recativitat enzim`atica: dissecant contribucions amb l'ajut d'un ordinador},
author = {Jordi Villà-Freixa},
url = {http://publicacions.iec.cat/PopulaFitxa.do?moduleName=revistes_cientifiques&subModuleName=&idColleccio=215},
year = {2011},
date = {2011-01-01},
urldate = {2011-01-01},
journal = {Omnis Cellula},
volume = {26},
pages = {8},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Jaña, Gonzalo; Jiménez, Verónica; Villà-Freixa, Jordi; Prat-Resina, Xavier; Delgado, Eduardo; Alderete, Joel
A QM/MM Study of the Last Two Steps of the Catalytic Cycle of Acetohydroxyacid Synthase Journal Article
In: Computational and Theoretical Chemistry, vol. 966, pp. 159–166, 2011.
Abstract | Links | BibTeX | Tags: Acetohydroxyacid Synthase, Enzymes, QM/MM
@article{Jana2011,
title = {A QM/MM Study of the Last Two Steps of the Catalytic Cycle of Acetohydroxyacid Synthase},
author = {Gonzalo Jaña and Verónica Jiménez and Jordi Villà-Freixa and Xavier Prat-Resina and Eduardo Delgado and Joel Alderete},
url = {http://dx.doi.org/10.1016/j.comptc.2011.02.030},
year = {2011},
date = {2011-01-01},
urldate = {2011-01-01},
journal = {Computational and Theoretical Chemistry},
volume = {966},
pages = {159--166},
abstract = {The acetohydroxyacid synthase (AHAS) is a thiamin diphosphate dependent enzyme that participates in the biosynthetic pathway of branched-chain amino acids. The catalytic cycle of AHAS consists of five steps and the first three steps are analogues to other thiamin diphosphate dependent enzymes, but some mechanism aspect of the last two steps of the AHAS catalytic cycle remain unclear. We have modeled the last two catalytic steps of the AHAS, using a combined quantum mechanical and molecular mechanical method (QM/MM). Substrates (pyruvate and hydroxyethylthiamine diphosphate anion) and three important amino acids (Arg380, Gly116 and Glu139) of the active site were considered into the QM region. A complete characterization of the potential energy surface was performed using the AM1/CHARMM27 approach. In order to improve the semi-empirical calculations, the AM1/MM potential energy surface was corrected at B3LYP/6-31G(d,p) level (B3LYP/6-31G(d,p)//AM1/MM). Our results show that the protein environment is crucial to provide an adequate description of the reaction mechanisms. This fact is consequence of the increase of the substrate polarization by the enzyme environment. In this sense, the largest substrate polarization is observed when selected amino acid residues are included within the QM region in B3LYP/6-31G(d,p)//AM1/MM calculations.},
keywords = {Acetohydroxyacid Synthase, Enzymes, QM/MM},
pubstate = {published},
tppubtype = {article}
}
Ávila, César; Drechsel, Nils; Alcántara, Raúl; Villà-Freixa, Jordi
Multiscale Simulations of Protein Aggregation Journal Article
In: Curr. Prot. Pept. Sci., vol. 12, pp. 221–234, 2011.
Links | BibTeX | Tags: Computer code, Free energy calculations, Multiscale simulations, Objective C
@article{Avila2011,
title = {Multiscale Simulations of Protein Aggregation},
author = {César Ávila and Nils Drechsel and Raúl Alcántara and Jordi Villà-Freixa},
url = {http://www.ncbi.nlm.nih.gov/pubmed/21348836},
year = {2011},
date = {2011-01-01},
urldate = {2011-01-01},
journal = {Curr. Prot. Pept. Sci.},
volume = {12},
pages = {221--234},
keywords = {Computer code, Free energy calculations, Multiscale simulations, Objective C},
pubstate = {published},
tppubtype = {article}
}
Lawford, Patricia V; Narracott, Andrew V; McCormack, Keith; Bisbal, Jesus; Martin, Carlos; Bijnens, Bart; Brook, Bindi; Zachariou, Margarita; Villà-Freixa, Jordi; Kohl, Peter; Fletcher, Katherine; Diaz-Zuccarini, Vanessa
Virtual physiological human: training challenges Journal Article
In: Philosophical Transactions of the Royal Society A: Mathematical,Physical and Engineering Sciences, vol. 369, no. 1935, pp. 494, 2011.
Links | BibTeX | Tags: Systems Biology
@article{Lawford2011,
title = {Virtual physiological human: training challenges},
author = {Patricia V Lawford and Andrew V Narracott and Keith McCormack and Jesus Bisbal and Carlos Martin and Bart Bijnens and Bindi Brook and Margarita Zachariou and Jordi Villà-Freixa and Peter Kohl and Katherine Fletcher and Vanessa Diaz-Zuccarini},
url = {http://rsta.royalsocietypublishing.org/content/369/1935/494.long},
doi = {10.1098/rsta.2010.0307},
year = {2011},
date = {2011-01-01},
urldate = {2011-01-01},
journal = {Philosophical Transactions of the Royal Society A: Mathematical,Physical and Engineering Sciences},
volume = {369},
number = {1935},
pages = {494},
keywords = {Systems Biology},
pubstate = {published},
tppubtype = {article}
}
Maier, Dieter; Kalus, Wenzel; Wolff, Martin; Kalko, Susana G; Roca, Josep; 'i, Igor Mar; Turan, Nil; Cascante, Marta; Falciani, Francesco; Hernández, Miguel; Villà-Freixa, Jordi; Losko, Sascha
Knowledge Management for Systems Biology; a general and visually driven framework applied to translational medicine Journal Article
In: BMC Syst. Biol., vol. 5, pp. 38, 2011.
Abstract | Links | BibTeX | Tags: Systems Biology
@article{Maier2010,
title = {Knowledge Management for Systems Biology; a general and visually driven framework applied to translational medicine},
author = {Dieter Maier and Wenzel Kalus and Martin Wolff and Susana G Kalko and Josep Roca and Igor Mar 'i and Nil Turan and Marta Cascante and Francesco Falciani and Miguel Hernández and Jordi Villà-Freixa and Sascha Losko},
url = {http://www.biomedcentral.com/1752-0509/5/38},
year = {2011},
date = {2011-01-01},
urldate = {2011-01-01},
journal = {BMC Syst. Biol.},
volume = {5},
pages = {38},
abstract = {Background
To enhance our understanding of complex biological systems like diseases we need to put all of the available data into context and use this to detect relations, pattern and rules which allow predictive hypotheses to be defined. Life science has become a data rich science with information about the behaviour of millions of entities like genes, chemical compounds, diseases, cell types and organs, which are organised in many different databases and/or spread throughout the literature. Existing knowledge such as genotype - phenotype relations or signal transduction pathways must be semantically integrated and dynamically organised into structured networks that are connected with clinical and experimental data. Different approaches to this challenge exist but so far none has proven entirely satisfactory.
Results
To address this challenge we previously developed a generic knowledge management framework, BioXM™, which allows the dynamic, graphic generation of domain specific knowledge representation models based on specific objects and their relations supporting annotations and ontologies. Here we demonstrate the utility of BioXM for knowledge management in systems biology as part of the EU FP6 BioBridge project on translational approaches to chronic diseases. From clinical and experimental data, text-mining results and public databases we generate a chronic obstructive pulmonary disease (COPD) knowledge base and demonstrate its use by mining specific molecular networks together with integrated clinical and experimental data.
Conclusions
We generate the first semantically integrated COPD specific public knowledge base and find that for the integration of clinical and experimental data with pre-existing knowledge the configuration based set-up enabled by BioXM reduced implementation time and effort for the knowledge base compared to similar systems implemented as classical software development projects. The knowledgebase enables the retrieval of sub-networks including protein-protein interaction, pathway, gene - disease and gene - compound data which are used for subsequent data analysis, modelling and simulation. Pre-structured queries and reports enhance usability; establishing their use in everyday clinical settings requires further simplification with a browser based interface which is currently under development.},
keywords = {Systems Biology},
pubstate = {published},
tppubtype = {article}
}
To enhance our understanding of complex biological systems like diseases we need to put all of the available data into context and use this to detect relations, pattern and rules which allow predictive hypotheses to be defined. Life science has become a data rich science with information about the behaviour of millions of entities like genes, chemical compounds, diseases, cell types and organs, which are organised in many different databases and/or spread throughout the literature. Existing knowledge such as genotype - phenotype relations or signal transduction pathways must be semantically integrated and dynamically organised into structured networks that are connected with clinical and experimental data. Different approaches to this challenge exist but so far none has proven entirely satisfactory.
Results
To address this challenge we previously developed a generic knowledge management framework, BioXM™, which allows the dynamic, graphic generation of domain specific knowledge representation models based on specific objects and their relations supporting annotations and ontologies. Here we demonstrate the utility of BioXM for knowledge management in systems biology as part of the EU FP6 BioBridge project on translational approaches to chronic diseases. From clinical and experimental data, text-mining results and public databases we generate a chronic obstructive pulmonary disease (COPD) knowledge base and demonstrate its use by mining specific molecular networks together with integrated clinical and experimental data.
Conclusions
We generate the first semantically integrated COPD specific public knowledge base and find that for the integration of clinical and experimental data with pre-existing knowledge the configuration based set-up enabled by BioXM reduced implementation time and effort for the knowledge base compared to similar systems implemented as classical software development projects. The knowledgebase enables the retrieval of sub-networks including protein-protein interaction, pathway, gene - disease and gene - compound data which are used for subsequent data analysis, modelling and simulation. Pre-structured queries and reports enhance usability; establishing their use in everyday clinical settings requires further simplification with a browser based interface which is currently under development.
2010
Jaña, Gonzalo; Jiménez, Verónica; Villà-Freixa, Jordi; Prat-Resina, Xavier; Delgado, Eduardo; Alderete, Joel
Computational study on the carboligation reaction of acetohidroxyacid synthase: new approach on the role of the HEThDP- intermediate. Journal Article
In: Proteins, vol. 78, no. 7, pp. 1774–1788, 2010.
Abstract | Links | BibTeX | Tags:
@article{Jana2010,
title = {Computational study on the carboligation reaction of acetohidroxyacid synthase: new approach on the role of the HEThDP- intermediate.},
author = {Gonzalo Jaña and Verónica Jiménez and Jordi Villà-Freixa and Xavier Prat-Resina and Eduardo Delgado and Joel Alderete},
url = {http://dx.doi.org/10.1002/prot.22693},
doi = {10.1002/prot.22693},
year = {2010},
date = {2010-05-01},
urldate = {2010-05-01},
journal = {Proteins},
volume = {78},
number = {7},
pages = {1774--1788},
institution = {Grupo de Qu'imica Teórica y Computacional, Facultad de Ciencias Qu'imicas, Universidad de Concepción, Casilla 160-C, Concepción, Chile.},
abstract = {Acetohydroxyacid synthase (AHAS) is a thiamin diphosphate dependent
enzyme that catalyses the decarboxylation of pyruvate to yield the
hydroxyethyl-thiamin diphosphate (ThDP) anion/enamine intermediate
(HEThDP(-)). This intermediate reacts with a second ketoacid to form
acetolactate or acetohydroxybutyrate as products. Whereas the mechanism
involved in the formation of HEThDP(-) from pyruvate is well understood,
the role of the enzyme in controlling the carboligation reaction
of HEThDP(-) has not been determined yet. In this work, molecular
dynamics (MD) simulations were employed to identify the aminoacids
involved in the carboligation stage. These MD studies were carried
out over the catalytic subunit of yeast AHAS containing the reaction
intermediate (HEThDP(-)) and a second pyruvate molecule. Our results
suggest that additional acid-base ionizable groups are not required
to promote the catalytic cycle, in contrast with earlier proposals.
This finding leads us to postulate that the formation of acetolactate
relies on the acid-base properties of the HEThDP(-) intermediate
itself. PM3 semiempirical calculations were employed to obtain the
energy profile of the proposed mechanism on a reduced model of the
active site. These calculations confirm the role of HEThDP(-) intermediate
as the ionizable group that promotes the carboligation and product
formation steps of the catalytic cycle.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
enzyme that catalyses the decarboxylation of pyruvate to yield the
hydroxyethyl-thiamin diphosphate (ThDP) anion/enamine intermediate
(HEThDP(-)). This intermediate reacts with a second ketoacid to form
acetolactate or acetohydroxybutyrate as products. Whereas the mechanism
involved in the formation of HEThDP(-) from pyruvate is well understood,
the role of the enzyme in controlling the carboligation reaction
of HEThDP(-) has not been determined yet. In this work, molecular
dynamics (MD) simulations were employed to identify the aminoacids
involved in the carboligation stage. These MD studies were carried
out over the catalytic subunit of yeast AHAS containing the reaction
intermediate (HEThDP(-)) and a second pyruvate molecule. Our results
suggest that additional acid-base ionizable groups are not required
to promote the catalytic cycle, in contrast with earlier proposals.
This finding leads us to postulate that the formation of acetolactate
relies on the acid-base properties of the HEThDP(-) intermediate
itself. PM3 semiempirical calculations were employed to obtain the
energy profile of the proposed mechanism on a reduced model of the
active site. These calculations confirm the role of HEThDP(-) intermediate
as the ionizable group that promotes the carboligation and product
formation steps of the catalytic cycle.
Cooper, Johnathan; Cervenansky, Frederic; de Fabritiis, Gianni; Fenner, John; Friboulet, Denis; Giorgino, Toni; Manos, Steven; Martelli, Yves; Villà-Freixa, Jordi; Zasada, Stefan; Lloyd, Sharon; McCormack, Keith; Coveney, Peter V
The Virtual Physiological Human Toolkit Journal Article
In: Phil. Trans. R. Soc. A, vol. 368, pp. 3925–3936, 2010.
@article{Cooper2010,
title = {The Virtual Physiological Human Toolkit},
author = {Johnathan Cooper and Frederic Cervenansky and Gianni de Fabritiis and John Fenner and Denis Friboulet and Toni Giorgino and Steven Manos and Yves Martelli and Jordi Villà-Freixa and Stefan Zasada and Sharon Lloyd and Keith McCormack and Peter V Coveney},
url = {http://www.ncbi.nlm.nih.gov/pubmed/20643685},
year = {2010},
date = {2010-01-01},
urldate = {2010-01-01},
journal = {Phil. Trans. R. Soc. A},
volume = {368},
pages = {3925--3936},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
García--Lomana, Adrián L; Beg, Qasim; de Fabritiis, Gianni; Villà-Freixa, Jordi
Statistical Analysis of Global Connectivity and Activity Distributions in Cellular Networks Journal Article
In: J. Comput. Biol., vol. 17(7), pp. 869–878, 2010.
Abstract | Links | BibTeX | Tags:
@article{Garcia2010,
title = {Statistical Analysis of Global Connectivity and Activity Distributions in Cellular Networks},
author = {Adrián L García--Lomana and Qasim Beg and Gianni de Fabritiis and Jordi Villà-Freixa},
url = {http://arxiv.org/abs/1004.3138},
year = {2010},
date = {2010-01-01},
urldate = {2010-01-01},
journal = {J. Comput. Biol.},
volume = {17(7)},
pages = {869--878},
abstract = {Various molecular interaction networks have been claimed to follow
power-law decay for their global connectivity distribution. It has
been proposed that there may be underlying generative models that
explain this heavy-tailed behavior by self-reinforcement processes
such as classical or hierarchical scale-free network models. Here
we analyze a comprehensive data set of protein-protein and transcriptional
regulatory interaction networks in yeast, an textitE. coli metabolic
network, and gene activity profiles for different metabolic states
in both organisms. We show that in all cases the networks have a
heavy-tailed distribution, but most of them present significant differences
from a power-law model according to a stringent statistical test.
Those few data sets that have a statistically significant fit with
a power-law model follow other distributions equally well. Thus,
while our analysis supports that both global connectivity interaction
networks and activity distributions are heavy-tailed, they are not
generally described by any specific distribution model, leaving space
for further inferences on generative models.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
power-law decay for their global connectivity distribution. It has
been proposed that there may be underlying generative models that
explain this heavy-tailed behavior by self-reinforcement processes
such as classical or hierarchical scale-free network models. Here
we analyze a comprehensive data set of protein-protein and transcriptional
regulatory interaction networks in yeast, an textitE. coli metabolic
network, and gene activity profiles for different metabolic states
in both organisms. We show that in all cases the networks have a
heavy-tailed distribution, but most of them present significant differences
from a power-law model according to a stringent statistical test.
Those few data sets that have a statistically significant fit with
a power-law model follow other distributions equally well. Thus,
while our analysis supports that both global connectivity interaction
networks and activity distributions are heavy-tailed, they are not
generally described by any specific distribution model, leaving space
for further inferences on generative models.
de Lomana, Adrián López García
Universitat Pompeu Fabra, 2010, ISBN: 978-84-694-2117-8.
Abstract | Links | BibTeX | Tags:
@phdthesis{Lopez2010,
title = {Computational Approaches to the Modelling of Topological and Dynamical Aspects of Biochemical Networks},
author = {Adrián López García de Lomana},
url = {http://hdl.handle.net/10803/7224},
isbn = {978-84-694-2117-8},
year = {2010},
date = {2010-01-01},
urldate = {2010-01-01},
school = {Universitat Pompeu Fabra},
abstract = {Regulatory mechanisms of cells can be modelled to control and understand
cellular biology. Di¿ent levels of abstraction are used to describe
biological processes. In this work we have used graphs and di¿ential
equations to model cellular interactions qualitatively and quantitatively.
From di¿ent organisms, E. coli and S. cerevisiae, we have analysed
data available for they complete interaction and activity networks.
At the level of interaction, the protein-protein interaction network,
the transcriptional regulatory networks and the metabolic network
have been studied; for the activity, both gene and protein proles
of the whole organism have been examined. From the rich variety of
graph measures, one of primer importance is the degree distribution.
I have applied statistical analysis tools to such biological networks
in order to characterise the degree distribution. In all cases the
studied degree distributions have a heavy-tailed shape, but most
of them present signicant di¿ences from a power-law model according
to a statistical test. Moreover, none of the networks could be unequivocally
assigned to any of the tested distribution. On the other hand, in
a more ne-grained view, I have used di¿ential equations to model
dynamics of biochemical systems. First, a software tool called ByoDyn
has been created from scratch incorporating a fairly complete range
of analysis methods. Both deterministic and stochastic simulations
can be performed, models can be analysed by means of parameter estimation,
sensitivity, identiability analysis, and optimal experimental design.
Moreover, a web interface has been created that provides with the
possibility interact with the program in a graphical manner, independent
of the user conguration, allowing the execution of the program at
di¿ent computational environments. Finally, we have applied a protocol
of optimal experimental design on a multicellular model of embryogenesis.},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
cellular biology. Di¿ent levels of abstraction are used to describe
biological processes. In this work we have used graphs and di¿ential
equations to model cellular interactions qualitatively and quantitatively.
From di¿ent organisms, E. coli and S. cerevisiae, we have analysed
data available for they complete interaction and activity networks.
At the level of interaction, the protein-protein interaction network,
the transcriptional regulatory networks and the metabolic network
have been studied; for the activity, both gene and protein proles
of the whole organism have been examined. From the rich variety of
graph measures, one of primer importance is the degree distribution.
I have applied statistical analysis tools to such biological networks
in order to characterise the degree distribution. In all cases the
studied degree distributions have a heavy-tailed shape, but most
of them present signicant di¿ences from a power-law model according
to a statistical test. Moreover, none of the networks could be unequivocally
assigned to any of the tested distribution. On the other hand, in
a more ne-grained view, I have used di¿ential equations to model
dynamics of biochemical systems. First, a software tool called ByoDyn
has been created from scratch incorporating a fairly complete range
of analysis methods. Both deterministic and stochastic simulations
can be performed, models can be analysed by means of parameter estimation,
sensitivity, identiability analysis, and optimal experimental design.
Moreover, a web interface has been created that provides with the
possibility interact with the program in a graphical manner, independent
of the user conguration, allowing the execution of the program at
di¿ent computational environments. Finally, we have applied a protocol
of optimal experimental design on a multicellular model of embryogenesis.
Rué, Pau; Villà-Freixa, Jordi; Burrage, Kevin
Simulation Methods with Extended Stability for Stiff Biochemical Kinetics Journal Article
In: BMC Syst. Biol., vol. 4, pp. 110, 2010.
@article{Rue2010,
title = {Simulation Methods with Extended Stability for Stiff Biochemical Kinetics},
author = {Pau Rué and Jordi Villà-Freixa and Kevin Burrage},
url = {http://www.biomedcentral.com/1752-0509/4/110},
doi = {10.1186/1752-0509-4-110},
year = {2010},
date = {2010-01-01},
urldate = {2010-01-01},
journal = {BMC Syst. Biol.},
volume = {4},
pages = {110},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2009
Alsina, Berta; García-Lomana, Adrián L; Villà-Freixa, Jordi; Giráldez, Fernando
Developmental biology and mathematics: the rules of an embryo Book Section
In: Giráldez, Fernando; Herrero, Miguel A (Ed.): Mathematics, Developmental Biology and Tumour Growth, vol. 492, pp. 1–12, Am. Math. Soc. and Real Soc. Mat. Esp, 2009.
@incollection{Alsina2009,
title = {Developmental biology and mathematics: the rules of an embryo},
author = {Berta Alsina and Adrián L García-Lomana and Jordi Villà-Freixa and Fernando Giráldez},
editor = {Fernando Giráldez and Miguel A Herrero},
url = {http://books.google.es/books?id=l5FthtzbKMoC&pg=PA1&lpg=PA1&dq=Developmental+biology+and+mathematics:+the+rules+of+an+embryo&source=bl&ots=ut9RM7ou6N&sig=-n3uA72FSU27B4JapNHHJHFqsco&hl=es&ei=MjFxTI3PAp-U4gbMuuneCA&sa=X&oi=book_result&ct=result&resnum=1&ved=0CBwQ6AEwAA#v=onepage&q=Developmental%20biology%20and%20mathematics%3A%20the%20rules%20of%20an%20embryo&f=false},
year = {2009},
date = {2009-01-01},
urldate = {2009-01-01},
booktitle = {Mathematics, Developmental Biology and Tumour Growth},
volume = {492},
pages = {1--12},
publisher = {Am. Math. Soc. and Real Soc. Mat. Esp},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
Cassarino, Tiziano Gállo
Molecular Dynamics simulations on the Ras protein family: alignment of the essential movements Masters Thesis
Internation Bologna Master in Bioinformatics, 2009.
@mastersthesis{GalloCassarino2009,
title = { Molecular Dynamics simulations on the Ras protein family: alignment of the essential movements},
author = {Tiziano Gállo Cassarino},
year = {2009},
date = {2009-01-01},
school = {Internation Bologna Master in Bioinformatics},
abstract = {High performance computing methods and novel simulation algorithms
that have been developed in recent years are transforming molecular
simulations into a routine task for the medium throughput analysis
of biomolecules. On the other hand, the interest of structural bioinformatics
is migrating from mere classification to proper structure function
relationships at the protein family levels. We will start by testing
the ability of simulator called Adun, to reproduce known facts about
the essential movements of Ras proteins as standalone structures
or bound to GTPase activating proteins. This will help us rationalizing
the differences between common periodic boundary conditions approaches
and the spherical boundary approach (based on Warshel's SCAAS method)
as implemented in Adun. Next, we will analyze a representative set
of the Ras family of proteins both bound and unbound to GAPs. Our
interest resides in discovering a relationship between the consensus
essential movements of Ras in its different bound states. We hypothesize
that the essential movements of the Ras family will guide us to define
better structures for protein docking experiments.},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
that have been developed in recent years are transforming molecular
simulations into a routine task for the medium throughput analysis
of biomolecules. On the other hand, the interest of structural bioinformatics
is migrating from mere classification to proper structure function
relationships at the protein family levels. We will start by testing
the ability of simulator called Adun, to reproduce known facts about
the essential movements of Ras proteins as standalone structures
or bound to GTPase activating proteins. This will help us rationalizing
the differences between common periodic boundary conditions approaches
and the spherical boundary approach (based on Warshel's SCAAS method)
as implemented in Adun. Next, we will analyze a representative set
of the Ras family of proteins both bound and unbound to GAPs. Our
interest resides in discovering a relationship between the consensus
essential movements of Ras in its different bound states. We hypothesize
that the essential movements of the Ras family will guide us to define
better structures for protein docking experiments.
Guix, Francesc X; Ill-Raga, Gerard; Bravo, Ramona; Nakaya, Tadashi; de Fabritiis, Gianni; Coma, Mireia; Miscione, Gian Pietro; Villà-Freixa, Jordi; Suzuki, Toshiharu; Fernandez-Busquets, Xavier; Valverde, Miguel A; de Strooper, Bart; Munoz, Francisco J
Amyloid-dependent triosephosphate isomerase nitrotyrosination induces glycation and tau fibrillation Journal Article
In: Brain, vol. 132, no. 5, pp. 1335-1345, 2009.
Abstract | Links | BibTeX | Tags:
@article{Guix2009,
title = {Amyloid-dependent triosephosphate isomerase nitrotyrosination induces glycation and tau fibrillation},
author = {Francesc X Guix and Gerard Ill-Raga and Ramona Bravo and Tadashi Nakaya and Gianni de Fabritiis and Mireia Coma and Gian Pietro Miscione and Jordi Villà-Freixa and Toshiharu Suzuki and Xavier Fernandez-Busquets and Miguel A Valverde and Bart de Strooper and Francisco J Munoz},
url = {http://brain.oxfordjournals.org/cgi/content/abstract/132/5/1335},
doi = {10.1093/brain/awp023},
year = {2009},
date = {2009-01-01},
urldate = {2009-01-01},
journal = {Brain},
volume = {132},
number = {5},
pages = {1335-1345},
abstract = {Alzheimer's disease neuropathology is characterized by neuronal death,
amyloid beta-peptide deposits and neurofibrillary tangles composed
of paired helical filaments of tau protein. Although crucial for
our understanding of the pathogenesis of Alzheimer's disease, the
molecular mechanisms linking amyloid beta-peptide and paired helical
filaments remain unknown. Here, we show that amyloid beta-peptide-induced
nitro-oxidative damage promotes the nitrotyrosination of the glycolytic
enzyme triosephosphate isomerase in human neuroblastoma cells. Consequently,
nitro-triosephosphate isomerase was found to be present in brain
slides from double transgenic mice overexpressing human amyloid precursor
protein and presenilin 1, and in Alzheimer's disease patients. Higher
levels of nitro-triosephosphate isomerase (P < 0.05) were detected,
by Western blot, in immunoprecipitates from hippocampus (9 individuals)
and frontal cortex (13 individuals) of Alzheimer's disease patients,
compared with healthy subjects (4 and 9 individuals, respectively).
Triosephosphate isomerase nitrotyrosination decreases the glycolytic
flow. Moreover, during its isomerase activity, it triggers the production of the highly neurotoxic methylglyoxal (n = 4; P < 0.05). The bioinformatics
simulation of the nitration of tyrosines 164 and 208, close to the
catalytic centre, fits with a reduced isomerase activity. Human embryonic
kidney (HEK) cells overexpressing double mutant triosephosphate isomerase
(Tyr164 and 208 by Phe164 and 208) showed high methylglyoxal production.
This finding correlates with the widespread glycation immunostaining
in Alzheimer's disease cortex and hippocampus from double transgenic
mice overexpressing amyloid precursor protein and presenilin 1. Furthermore,
nitro-triosephosphate isomerase formed large beta-sheet aggregates
in vitro and in vivo, as demonstrated by turbidometric analysis and
electron microscopy. Transmission electron microscopy (TEM) and atomic
force microscopy studies have demonstrated that nitro-triosephosphate
isomerase binds tau monomers and induces tau aggregation to form
paired helical filaments, the characteristic intracellular hallmark
of Alzheimer's disease brains. Our results link oxidative stress,
the main etiopathogenic mechanism in sporadic Alzheimer's disease,
via the production of peroxynitrite and nitrotyrosination of triosephosphate
isomerase, to amyloid beta-peptide-induced toxicity and tau pathology.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
amyloid beta-peptide deposits and neurofibrillary tangles composed
of paired helical filaments of tau protein. Although crucial for
our understanding of the pathogenesis of Alzheimer's disease, the
molecular mechanisms linking amyloid beta-peptide and paired helical
filaments remain unknown. Here, we show that amyloid beta-peptide-induced
nitro-oxidative damage promotes the nitrotyrosination of the glycolytic
enzyme triosephosphate isomerase in human neuroblastoma cells. Consequently,
nitro-triosephosphate isomerase was found to be present in brain
slides from double transgenic mice overexpressing human amyloid precursor
protein and presenilin 1, and in Alzheimer's disease patients. Higher
levels of nitro-triosephosphate isomerase (P < 0.05) were detected,
by Western blot, in immunoprecipitates from hippocampus (9 individuals)
and frontal cortex (13 individuals) of Alzheimer's disease patients,
compared with healthy subjects (4 and 9 individuals, respectively).
Triosephosphate isomerase nitrotyrosination decreases the glycolytic
flow. Moreover, during its isomerase activity, it triggers the production of the highly neurotoxic methylglyoxal (n = 4; P < 0.05). The bioinformatics
simulation of the nitration of tyrosines 164 and 208, close to the
catalytic centre, fits with a reduced isomerase activity. Human embryonic
kidney (HEK) cells overexpressing double mutant triosephosphate isomerase
(Tyr164 and 208 by Phe164 and 208) showed high methylglyoxal production.
This finding correlates with the widespread glycation immunostaining
in Alzheimer's disease cortex and hippocampus from double transgenic
mice overexpressing amyloid precursor protein and presenilin 1. Furthermore,
nitro-triosephosphate isomerase formed large beta-sheet aggregates
in vitro and in vivo, as demonstrated by turbidometric analysis and
electron microscopy. Transmission electron microscopy (TEM) and atomic
force microscopy studies have demonstrated that nitro-triosephosphate
isomerase binds tau monomers and induces tau aggregation to form
paired helical filaments, the characteristic intracellular hallmark
of Alzheimer's disease brains. Our results link oxidative stress,
the main etiopathogenic mechanism in sporadic Alzheimer's disease,
via the production of peroxynitrite and nitrotyrosination of triosephosphate
isomerase, to amyloid beta-peptide-induced toxicity and tau pathology.
Johnston, M A
Development of a Molecular Simulator and its Application to Conformational Changes in Biomolecules PhD Thesis
Universitat Pompeu Fabra, 2009.
Abstract | Links | BibTeX | Tags:
@phdthesis{Johnston2009,
title = {Development of a Molecular Simulator and its Application to Conformational Changes in Biomolecules},
author = {M A Johnston},
url = {http://www.tesisenxarxa.net/TDX-1015109-103730/},
year = {2009},
date = {2009-01-01},
school = {Universitat Pompeu Fabra},
abstract = {This thesis deals with the creation of a new open-source program and
API for biomolecular simulation and its subsequent application to
biological problems. The program, Adun, focuses on the key areas
of biological free-energy calculations, rapid development and high-performance
productivity. Methods such as SCAAS, EVB and switched Generalised-Born
have been implemented to realise the first aim. The presence of these
techniques, along with a multitude of others, verifies Adun's rapid
development potential. All these features are united by an advanced
graphical user interface which provides novel capabibilities such
as inbuilt data management, and distributed datasharing and computation.
Adun's ability to tackle biological problems is illustrated with
an investigation of Ras dynamics and the development, implementation
and testing of a novel method for determining transition paths. In
addition to concretely demonstrating Adun's potential these studies
also provide insight into the use of dynamic information in elucidating
protein function. The current state of the program and the results
of the two studies is discussed and indications of future aims and
directions given. In addition personal thoughts on the role of computational
biologists as developers of applications, for themselves and the
wider scientific community, are provided},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
API for biomolecular simulation and its subsequent application to
biological problems. The program, Adun, focuses on the key areas
of biological free-energy calculations, rapid development and high-performance
productivity. Methods such as SCAAS, EVB and switched Generalised-Born
have been implemented to realise the first aim. The presence of these
techniques, along with a multitude of others, verifies Adun's rapid
development potential. All these features are united by an advanced
graphical user interface which provides novel capabibilities such
as inbuilt data management, and distributed datasharing and computation.
Adun's ability to tackle biological problems is illustrated with
an investigation of Ras dynamics and the development, implementation
and testing of a novel method for determining transition paths. In
addition to concretely demonstrating Adun's potential these studies
also provide insight into the use of dynamic information in elucidating
protein function. The current state of the program and the results
of the two studies is discussed and indications of future aims and
directions given. In addition personal thoughts on the role of computational
biologists as developers of applications, for themselves and the
wider scientific community, are provided
Khan, A K
Electrostatic Analysis of the Ras Active Site PhD Thesis
Universitat Pompeu Fabra, 2009.
Abstract | Links | BibTeX | Tags:
@phdthesis{Khan2009,
title = {Electrostatic Analysis of the Ras Active Site},
author = {A K Khan},
url = {http://www.tesisenxarxa.net/TDX-0714109-112338/},
year = {2009},
date = {2009-01-01},
school = {Universitat Pompeu Fabra},
abstract = {The electrostatic preorganization of the active site has been put
forward as the general framework of action of enzymes. Thus, enzymes
would position "strategic" residues in such a way to be prepared
to catalyze reactions by interacting in a stronger way with the transition
state, in this way decreasing the activation energy for the catalytic
process. It has been proposed that such electrostatic preorientation
should be shown by analyzing the electrostatic stability of individual
residues in the active site. Ras protein is an essential signalling
molecule and functions as a switch in the cell. The structural features
of the Ras protein in its active state (ON state) are different than
those in its inactive state (OFF state). In this thesis, an exhaustive
analysis of the stability of residues in the active and inactive
Ras active site is performed.},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
forward as the general framework of action of enzymes. Thus, enzymes
would position "strategic" residues in such a way to be prepared
to catalyze reactions by interacting in a stronger way with the transition
state, in this way decreasing the activation energy for the catalytic
process. It has been proposed that such electrostatic preorientation
should be shown by analyzing the electrostatic stability of individual
residues in the active site. Ras protein is an essential signalling
molecule and functions as a switch in the cell. The structural features
of the Ras protein in its active state (ON state) are different than
those in its inactive state (OFF state). In this thesis, an exhaustive
analysis of the stability of residues in the active and inactive
Ras active site is performed.
Maier, D; Krubasik, P; Losko, S; Hernandez, M; Villà-Freixa, J
Knowledge management for systems biology and translational medicine. Experiences from the EU BioBridge project Proceedings Article
In: Bioinformatics and Biomedicine Workshop, 2009. BIBMW 2009. IEEE International Conference on, pp. 341–341, IEEE 2009.
BibTeX | Tags:
@inproceedings{maier2009knowledge,
title = {Knowledge management for systems biology and translational medicine. Experiences from the EU BioBridge project},
author = {D Maier and P Krubasik and S Losko and M Hernandez and J Villà-Freixa},
year = {2009},
date = {2009-01-01},
urldate = {2009-01-01},
booktitle = {Bioinformatics and Biomedicine Workshop, 2009. BIBMW 2009. IEEE International Conference on},
pages = {341--341},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Rué, Pau
Tau leap methods with extended stability regions for biochemical kinetics Masters Thesis
MSc on Bioinformatics for Health Sciences, Universitat Pompeu Fabra, 2009.
@mastersthesis{Rue2009,
title = {Tau leap methods with extended stability regions for biochemical kinetics},
author = {Pau Rué},
year = {2009},
date = {2009-01-01},
school = {MSc on Bioinformatics for Health Sciences, Universitat Pompeu Fabra},
abstract = {Systems of biochemical reactions often involve species with small
numbers of molecules. Such low levels promote large random differences
in the behaviour of the system that may play a critical role in biological
processes. Therefore, with increasing computer power, simulating
the dynamics of stochastic systems of biochemical reactions has attracted
much recent interest. The modelling of individual reactions in biochemical
systems involves a large number of stochastic reaction events that
can be simulated by Gillespie's stochastic simulation algorithm (SSA).
The key quantity in the SSA is the waiting time, $tau$, whose value
inversely depends on the size of the propensities of the different
reactions and which needs to be re-evaluated after every firing event.
Such a discrete event simulation may be extremely expensive, in particular
for stiff systems where $tau$ can be very short due to the fast
kinetics of some of the channel reactions. Several alternative methods
have been put forward to increase the integration step size. The
so-called $tau$--leap approach takes a larger step size by allowing
all the reactions to fire, from a given distribution, within that
step. Although the expected value for the different species in the
reactive system is maintained with respect to more precise methods,
the variance at steady state can suffer from large errors as $tau$
grows. The aim of this work is to extend Poisson $tau$--leap methods
to a general class of Runge--Kutta (RK) $tau$--leap methods. We
show that with the proper selection of the Butcher tableau coefficients,
the variance of the extended $tau$--leap can be well--behaved, leading
significantly larger step sizes. The benefit of adapting the extended
method to the use of RK frameworks is clear in terms of speed of
calculation, as the number of evaluations of the Poisson distribution
is still one set per time step, as in the original $tau$--leap method.
The current approach paves the way to explore new multiscale methods
to simulate (bio)chemical systems.},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
numbers of molecules. Such low levels promote large random differences
in the behaviour of the system that may play a critical role in biological
processes. Therefore, with increasing computer power, simulating
the dynamics of stochastic systems of biochemical reactions has attracted
much recent interest. The modelling of individual reactions in biochemical
systems involves a large number of stochastic reaction events that
can be simulated by Gillespie's stochastic simulation algorithm (SSA).
The key quantity in the SSA is the waiting time, $tau$, whose value
inversely depends on the size of the propensities of the different
reactions and which needs to be re-evaluated after every firing event.
Such a discrete event simulation may be extremely expensive, in particular
for stiff systems where $tau$ can be very short due to the fast
kinetics of some of the channel reactions. Several alternative methods
have been put forward to increase the integration step size. The
so-called $tau$--leap approach takes a larger step size by allowing
all the reactions to fire, from a given distribution, within that
step. Although the expected value for the different species in the
reactive system is maintained with respect to more precise methods,
the variance at steady state can suffer from large errors as $tau$
grows. The aim of this work is to extend Poisson $tau$--leap methods
to a general class of Runge--Kutta (RK) $tau$--leap methods. We
show that with the proper selection of the Butcher tableau coefficients,
the variance of the extended $tau$--leap can be well--behaved, leading
significantly larger step sizes. The benefit of adapting the extended
method to the use of RK frameworks is clear in terms of speed of
calculation, as the number of evaluations of the Poisson distribution
is still one set per time step, as in the original $tau$--leap method.
The current approach paves the way to explore new multiscale methods
to simulate (bio)chemical systems.
Scheper, Johanna; Oliva, Baldo; Villà-Freixa, Jordi; Thomson, Timothy M
Analysis of electrostatic contributions to the selectivity of interactions between RING-finger domains and ubiquitin-conjugating enzymes. Journal Article
In: Proteins, vol. 74, no. 1, pp. 92–103, 2009.
Abstract | Links | BibTeX | Tags: Binding Sites; Carrier Proteins, Chemical; Nerve Tissue Proteins, chemistry/metabolism; Humans; Models, chemistry/metabolism; Point Mutation; Protein Binding; RING Finger Domains; Simulation; Static Electricity; Ubiquitin-Conjugating Enzymes, metabolism, metabolism; Ubiquitin-Protein Ligases
@article{Scheper2009,
title = {Analysis of electrostatic contributions to the selectivity of interactions between RING-finger domains and ubiquitin-conjugating enzymes.},
author = {Johanna Scheper and Baldo Oliva and Jordi Villà-Freixa and Timothy M Thomson},
url = {http://dx.doi.org/10.1002/prot.22120},
doi = {10.1002/prot.22120},
year = {2009},
date = {2009-01-01},
urldate = {2009-01-01},
journal = {Proteins},
volume = {74},
number = {1},
pages = {92--103},
institution = {Department of Molecular and Cell Biology, Instituto de Biologa Molecular de Barcelona, Consejo Superior de Investigaciones Cientficas, Barcelona, Spain.},
abstract = {The zinc-coordinated protein motifs known as RING-finger domains,
present on a class of ubiquitin ligases (E3's), recruit ubiquitin-conjugating
enzymes (E2s), tethering them to substrate proteins for covalent
modification with ubiquitin. Each RING-finger domain can recruit
different E2s, and these interactions are frequently selective, in
that certain RING-finger domains associate preferentially with certain
E2s. This selectivity acquires particular biological relevance when
the recruited E2s exert specialized functions. We have explored the
determinants that specify the presence or absence of experimentally
detectable interaction between two RING-finger domains, those on
RNF11 and RNF103, and two E2s, UBC13, a specialized E2 that catalyzes
ubiquitin chain elongation through Lys63 of ubiquitin, and UbcH7,
which mediates polyubiquitylation through Lys48. Through the iterative
use of computational predictive tools and experimental validations,
we have found that these interactions and their selectivity are partly
governed by the combinations of electrostatic interactions linking
specific residues of the contact interfaces. Our analysis also predicts
that the main determinants of selectivity of these interactions reside
on the RING-finger domains, rather than on the E2s. The application
of some of these rules of interaction selectivity has permitted us
to experimentally manipulate the selectivity of interaction of the
RING-finger domain-E2 pairs under study.},
keywords = {Binding Sites; Carrier Proteins, Chemical; Nerve Tissue Proteins, chemistry/metabolism; Humans; Models, chemistry/metabolism; Point Mutation; Protein Binding; RING Finger Domains; Simulation; Static Electricity; Ubiquitin-Conjugating Enzymes, metabolism, metabolism; Ubiquitin-Protein Ligases},
pubstate = {published},
tppubtype = {article}
}
present on a class of ubiquitin ligases (E3's), recruit ubiquitin-conjugating
enzymes (E2s), tethering them to substrate proteins for covalent
modification with ubiquitin. Each RING-finger domain can recruit
different E2s, and these interactions are frequently selective, in
that certain RING-finger domains associate preferentially with certain
E2s. This selectivity acquires particular biological relevance when
the recruited E2s exert specialized functions. We have explored the
determinants that specify the presence or absence of experimentally
detectable interaction between two RING-finger domains, those on
RNF11 and RNF103, and two E2s, UBC13, a specialized E2 that catalyzes
ubiquitin chain elongation through Lys63 of ubiquitin, and UbcH7,
which mediates polyubiquitylation through Lys48. Through the iterative
use of computational predictive tools and experimental validations,
we have found that these interactions and their selectivity are partly
governed by the combinations of electrostatic interactions linking
specific residues of the contact interfaces. Our analysis also predicts
that the main determinants of selectivity of these interactions reside
on the RING-finger domains, rather than on the E2s. The application
of some of these rules of interaction selectivity has permitted us
to experimentally manipulate the selectivity of interaction of the
RING-finger domain-E2 pairs under study.
2008
Fabritiis, De G; Coveney, P V; Villà-Freixa, J
Energetics of K+ permeability through Gramicidin A by forward-reverse steered molecular dynamics. Journal Article
In: Proteins, vol. 73, no. 1, pp. 185–194, 2008.
Abstract | Links | BibTeX | Tags: chemistry; Thermodynamics, chemistry/metabolism; Ion Channels, chemistry/metabolism; Ion Transport; Models, Computer Simulation; Gramicidin, Molecular; Permeability; Potassium
@article{Fabritiis2008,
title = {Energetics of K+ permeability through Gramicidin A by forward-reverse steered molecular dynamics.},
author = {De G Fabritiis and P V Coveney and J Villà-Freixa},
url = {http://dx.doi.org/10.1002/prot.22036},
doi = {10.1002/prot.22036},
year = {2008},
date = {2008-10-01},
urldate = {2008-10-01},
journal = {Proteins},
volume = {73},
number = {1},
pages = {185--194},
institution = {Computational Biochemistry and Biophysics Laboratory (GRIB-IMIM), Universitat Pompeu Fabra, Barcelona Biomedical Research Park, C/Dr Aiguader 88, 08003 Barcelona, Spain. gianni.defabritiis@upf.edu},
abstract = {The estimation of ion channel permeability poses a considerable challenge
for computer simulations because of the significant free energy barriers
involved, but also offers valuable molecular information on the ion
permeation process not directly available from experiments. In this
article we determine the equilibrium free energy barrier for potassium
ion permeability in Gramicidin A in an efficient way by atomistic
forward-reverse non-equilibrium steered molecular dynamics simulations,
opening the way for its use in more complex biochemical systems.
Our results indicate that the tent-shaped energetics of translocation
of K+ ions in Gramicidin A is dictated by the different polarization
responses to the ion of the external bulk water and the less polar
environment of the membrane.},
keywords = {chemistry; Thermodynamics, chemistry/metabolism; Ion Channels, chemistry/metabolism; Ion Transport; Models, Computer Simulation; Gramicidin, Molecular; Permeability; Potassium},
pubstate = {published},
tppubtype = {article}
}
for computer simulations because of the significant free energy barriers
involved, but also offers valuable molecular information on the ion
permeation process not directly available from experiments. In this
article we determine the equilibrium free energy barrier for potassium
ion permeability in Gramicidin A in an efficient way by atomistic
forward-reverse non-equilibrium steered molecular dynamics simulations,
opening the way for its use in more complex biochemical systems.
Our results indicate that the tent-shaped energetics of translocation
of K+ ions in Gramicidin A is dictated by the different polarization
responses to the ion of the external bulk water and the less polar
environment of the membrane.
Gómez--Garrido, `Alex; Márquez, Susanna; Hernández, Miguel; Selivanov, Vitaly; Cascante, Marta; Villà-Freixa, Jordi; Kalko, Susana
Integration of transcriptomics data into systems biology modeling in the BioBridge portal Proceedings Article
In: Schneider, Roland Wagner Josef Küng Kristan (Ed.): Schriftenreihe Informatik 26. BIRD08 2nd International Conference on Bioinformatics Research and Development., pp. 75–81, Schriftenreihe Informatik 26, 2008, ISBN: 978-3-85499-422-0.
@inproceedings{GomezProc2008,
title = {Integration of transcriptomics data into systems biology modeling in the BioBridge portal},
author = {`Alex Gómez--Garrido and Susanna Márquez and Miguel Hernández and Vitaly Selivanov and Marta Cascante and Jordi Villà-Freixa and Susana Kalko},
editor = {Roland Wagner Josef Küng Kristan Schneider},
isbn = {978-3-85499-422-0},
year = {2008},
date = {2008-01-01},
urldate = {2008-01-01},
booktitle = {Schriftenreihe Informatik 26. BIRD08 2nd International Conference on Bioinformatics Research and Development.},
journal = {Communications in Computer and Information Science},
pages = {75--81},
publisher = {Schriftenreihe Informatik 26},
abstract = {Information coming from omics disciplines is currently fragmented,
and frequently the lack of appropriate tools for their integration
into global models severely limits progress in the understanding
of the underlying mechanisms of complex chronic disorders. EC-funded
BioBridge project focusses on the creation of systemic dynamical
models to link molecular mechanisms to complex diseases. Thus, the
BioBridge portal integrates: 1) structured databases (including metabolic
pathways affected by complex disorders); 2) tools for the integration
of this data into mathematical models; 3) analysis of multilevel
data through simulation to improve previous knowledge; 4) interface
for the management of computing resources. Here we present the integration
of chronic obstructive pulmonary disease (COPD) transcriptomics data
(specifically oligonucleotide microarrays from local or public data)
into the simulation of a previously reported model for central metabolism.
First, fold change (FC) values of contrasts of interest on these
datasets were incorporated into the BioXM-based BioBridge database.
Quantitative integration of the FC and correlation values is being
considered for the modulation and refinement of the set of parameters
used in the differential equations of the model.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
and frequently the lack of appropriate tools for their integration
into global models severely limits progress in the understanding
of the underlying mechanisms of complex chronic disorders. EC-funded
BioBridge project focusses on the creation of systemic dynamical
models to link molecular mechanisms to complex diseases. Thus, the
BioBridge portal integrates: 1) structured databases (including metabolic
pathways affected by complex disorders); 2) tools for the integration
of this data into mathematical models; 3) analysis of multilevel
data through simulation to improve previous knowledge; 4) interface
for the management of computing resources. Here we present the integration
of chronic obstructive pulmonary disease (COPD) transcriptomics data
(specifically oligonucleotide microarrays from local or public data)
into the simulation of a previously reported model for central metabolism.
First, fold change (FC) values of contrasts of interest on these
datasets were incorporated into the BioXM-based BioBridge database.
Quantitative integration of the FC and correlation values is being
considered for the modulation and refinement of the set of parameters
used in the differential equations of the model.
Gómez-Garrido, A
Modelling of COPD pathways Masters Thesis
MSc on Bioinformatics for Health Sciences, Universitat Pompeu Fabra, 2008.
Abstract | BibTeX | Tags: Systems Biology
@mastersthesis{Gomez2008,
title = {Modelling of COPD pathways},
author = {A Gómez-Garrido},
year = {2008},
date = {2008-01-01},
urldate = {2008-01-01},
school = {MSc on Bioinformatics for Health Sciences, Universitat Pompeu Fabra},
abstract = {Exercise capacity and trainning response are limited in chronic obstructive
pulmonary disease (COPD). There are evidencies that these limitations
are produced due to a nitroso-redox imbalance mainly caused by distorsion
in the respiratory chain function and in the central metabolism of
the skeletal muscle. In this work we analyse the sensitivity and
identifiability of a kinetic model of central metabolism in the context
of metabolic changes caused by COPD at this level. First, we refine
the parameters of the model using experimental data of healthy sedentary
people. We discuss the complexity of this problem due to the noisy
and sparse data. Second, theory information is used to represent
the amount of information that the experimental data carries about
the unknown parameters. These techniques allow the detection of the
key components in the model and how one can design new maximal informative
experiments. The metabolites fructose-1,6-biphoshpate (FBP), glyceraldehide-3-phosphate
(G3P) and inorganic phosphate (Pn) and the enzyme creatine kinase
(CK) are showed to be the principal elements in the regulation and
behaviour of central metabolism.},
keywords = {Systems Biology},
pubstate = {published},
tppubtype = {mastersthesis}
}
pulmonary disease (COPD). There are evidencies that these limitations
are produced due to a nitroso-redox imbalance mainly caused by distorsion
in the respiratory chain function and in the central metabolism of
the skeletal muscle. In this work we analyse the sensitivity and
identifiability of a kinetic model of central metabolism in the context
of metabolic changes caused by COPD at this level. First, we refine
the parameters of the model using experimental data of healthy sedentary
people. We discuss the complexity of this problem due to the noisy
and sparse data. Second, theory information is used to represent
the amount of information that the experimental data carries about
the unknown parameters. These techniques allow the detection of the
key components in the model and how one can design new maximal informative
experiments. The metabolites fructose-1,6-biphoshpate (FBP), glyceraldehide-3-phosphate
(G3P) and inorganic phosphate (Pn) and the enzyme creatine kinase
(CK) are showed to be the principal elements in the regulation and
behaviour of central metabolism.
de Lomana, López García A; Gómez-Garrido, À; Sportouch, D; Villà-Freixa, J
Optimal Experimental Design in the Modelling of Pattern Formation Journal Article
In: LNCS, vol. 5101, pp. 610-619, 2008.
@article{Lomana2008,
title = {Optimal Experimental Design in the Modelling of Pattern Formation},
author = {López García A de Lomana and À Gómez-Garrido and D Sportouch and J Villà-Freixa},
url = {http://www.springerlink.com/content/kk7774170666m254/fulltext.pdf},
year = {2008},
date = {2008-01-01},
journal = {LNCS},
volume = {5101},
pages = {610-619},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Nonell-Canals, A
QM and QM/MM studies on Organic and Bioinorganic systems PhD Thesis
Universitat Rovira i Virgili, 2008.
Abstract | Links | BibTeX | Tags:
@phdthesis{Nonell2008,
title = {QM and QM/MM studies on Organic and Bioinorganic systems},
author = {A Nonell-Canals},
url = {http://alfons.elmeuportal.cat/docs/tesi.pdf},
year = {2008},
date = {2008-01-01},
school = {Universitat Rovira i Virgili},
abstract = {he application of computational chemistry has been expanding in recent
years, leading to work in a wide variety of ¿elds. This thesis collects
the contributions we have made in the last years through theoretical
chemistry in two particular ¿elds: asymmetric synthesis involving
large organic systems, and selenopro- teins. The unifying factor
is the use of the same computational methods, DFT and DFT/MM methods,
and the focus in problems of experimental interest.},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
years, leading to work in a wide variety of ¿elds. This thesis collects
the contributions we have made in the last years through theoretical
chemistry in two particular ¿elds: asymmetric synthesis involving
large organic systems, and selenopro- teins. The unifying factor
is the use of the same computational methods, DFT and DFT/MM methods,
and the focus in problems of experimental interest.
Nonell-Canals, Alfons; Villà-Freixa, Jordi; Maseras, Feliu
The Challenge of Metalloproteins: Some Applications Book Section
In: Ramos, Maria J (Ed.): Computational Proteomics, pp. 61–80, Transworld research network: Trivandium, 2008.
Abstract | Links | BibTeX | Tags:
@incollection{NonellBook2008,
title = {The Challenge of Metalloproteins: Some Applications},
author = {Alfons Nonell-Canals and Jordi Villà-Freixa and Feliu Maseras},
editor = {Maria J Ramos},
url = {http://www.ressign.com/UserBookDetail.aspx?bkid=727&catid=189#},
year = {2008},
date = {2008-01-01},
urldate = {2008-01-01},
booktitle = {Computational Proteomics},
pages = {61--80},
publisher = {Transworld research network: Trivandium},
abstract = {The computational study of metalloproteins faces specific challenges,
but holds the promise of important rewards in the form of understanding
original enzymatic behaviors which cannot be approached by the usual
experimental procedures. The stregths and limitations of the usual
computational approach of studying the reactivity of the metalloprotein
with QM or QM/MM studies of its active center are discussed with
a detailed description of available results on two particular examples:
heme oxygen transporters and B12 cofactors.},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
but holds the promise of important rewards in the form of understanding
original enzymatic behaviors which cannot be approached by the usual
experimental procedures. The stregths and limitations of the usual
computational approach of studying the reactivity of the metalloprotein
with QM or QM/MM studies of its active center are discussed with
a detailed description of available results on two particular examples:
heme oxygen transporters and B12 cofactors.
2007
Charlot, Magali; de Fabritiis, Gianni; García--Lomana, Adrián L; Gómez--Garrido, Àlex; Groen, Derek; Gulyás, Laszlo; Hoekstra, Alfons; Johnston, Michael A; Kampis, George; Zwart, G; Robinson, Steve; Strathern, Mark; Swain, Martin; Szemes, Gábor; Villà-Freixa, Jordi
The QosCosGrid project: Quasi-opportunistic supercomputing for complex systems simulations. description of a general framework from different types of applications. Proceedings Article
In: Proceedings of Ibergrid 2007 conference, Santiago de Compostela, 2007.
BibTeX | Tags:
@inproceedings{Charlot2007,
title = {The QosCosGrid project: Quasi-opportunistic supercomputing for complex systems simulations. description of a general framework from different types of applications.},
author = {Magali Charlot and Gianni de Fabritiis and Adrián L García--Lomana and Àlex Gómez--Garrido and Derek Groen and Laszlo Gulyás and Alfons Hoekstra and Michael A Johnston and George Kampis and G Zwart and Steve Robinson and Mark Strathern and Martin Swain and Gábor Szemes and Jordi Villà-Freixa},
year = {2007},
date = {2007-01-01},
urldate = {2007-01-01},
booktitle = {Proceedings of Ibergrid 2007 conference},
address = {Santiago de Compostela},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
de Fabritiis, G; Villà-Freixa, J; Coveney, P V
Multiscale modelling of permeation through membrane channels using pregenerated molecular dynamics trajectories Journal Article
In: Int. J. Mod. Phys. C, vol. 18, pp. 511–518, 2007.
@article{Fabritiis2007a,
title = {Multiscale modelling of permeation through membrane channels using pregenerated molecular dynamics trajectories},
author = {G de Fabritiis and J Villà-Freixa and P V Coveney},
url = {http://www.worldscinet.com/ijmpc/18/1804/S0129183107010747.html},
year = {2007},
date = {2007-01-01},
urldate = {2007-01-01},
journal = {Int. J. Mod. Phys. C},
volume = {18},
pages = {511--518},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Harvey, M; Giupponi, G; Villà-Freixa, J; Fabritiis, G De
PS3GRID.NET: Building a distributed supercomputer using the PlayStation 3 Book Section
In: Distributed and Grid Computing - Science Made Transparent for Everyone. Principles, Applications and Supporting Communities, 2007.
@incollection{Harvey2007,
title = {PS3GRID.NET: Building a distributed supercomputer using the PlayStation 3},
author = {M Harvey and G Giupponi and J Villà-Freixa and G De Fabritiis},
url = {http://www.cs.umsl.edu/~sanjiv/classes/cs6740/presentation/abadi_presentation.pdf},
year = {2007},
date = {2007-01-01},
urldate = {2007-01-01},
booktitle = {Distributed and Grid Computing - Science Made Transparent for Everyone. Principles, Applications and Supporting Communities},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
Johnston, M A; Villà-Freixa, J
Enabling Data Sharing and Collaboration in Complex Systems Applications Journal Article
In: vol. 4360, pp. 124–140, 2007.
@article{Johnston2007,
title = {Enabling Data Sharing and Collaboration in Complex Systems Applications},
author = {M A Johnston and J Villà-Freixa},
url = {http://www.springerlink.com/content/9476700461j37732},
year = {2007},
date = {2007-01-01},
urldate = {2007-01-01},
volume = {4360},
pages = {124--140},
keywords = {},
pubstate = {published},
tppubtype = {article}
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2006
Bonet, Jaume; Caltabiano, Gianluigi; Khan, Abdul Kareem; Johnston, Michael A; Corbí, Carles; Gómez, Alex; Rovira, Xavier; Teyra, Joan; Villà-Freixa, Jordi
The role of residue stability in transient protein-protein interactions involved in enzymatic phosphate hydrolysis. A computational study. Journal Article
In: Proteins, vol. 63, no. 1, pp. 65–77, 2006.
Abstract | Links | BibTeX | Tags: chemistry; Adenosine Triphosphate, chemistry; Animals; Binding Sites; Computational Biology, chemistry; Cyclins, chemistry; Enzymes, chemistry; GTP Phosphohydrolases, chemistry; Humans; Hydrolysis; Models, chemistry; Protein Binding; Protein Conformation; Protein Interaction Mapping; Proteins, chemistry; Proteomics, Kinase 2, methods; Cyclin A, methods; Software; Static Electricity; Thermodynamics, Molecular; Molecular Conformation; Phosphates
@article{Bonet2006b,
title = {The role of residue stability in transient protein-protein interactions involved in enzymatic phosphate hydrolysis. A computational study.},
author = {Jaume Bonet and Gianluigi Caltabiano and Abdul Kareem Khan and Michael A Johnston and Carles Corbí and Alex Gómez and Xavier Rovira and Joan Teyra and Jordi Villà-Freixa},
url = {http://dx.doi.org/10.1002/prot.20791},
doi = {10.1002/prot.20791},
year = {2006},
date = {2006-04-01},
urldate = {2006-04-01},
journal = {Proteins},
volume = {63},
number = {1},
pages = {65--77},
institution = {Computational Biochemistry and Biophysics Laboratory, Research Group on Biomedical Informatics (GRIB), IMIM/UPF, Barcelona, Spain.},
abstract = {Finding why protein-protein interactions (PPIs) are so specific can
provide a valuable tool in a variety of fields. Statistical surveys
of so-called transient complexes (like those relevant for signal
transduction mechanisms) have shown a tendency of polar residues
to participate in the interaction region. Following this scheme,
residues in the unbound partners have to compete between interacting
with water or interacting with other residues of the protein. On
the other hand, several works have shown that the notion of active
site electrostatic preorganization can be used to interpret the high
efficiency in enzyme reactions. This preorganization can be related
to the instability of the residues important for catalysis. In some
enzymes, in addition, conformational changes upon binding to other
proteins lead to an increase in the activity of the enzymatic partner.
In this article the linear response approximation version of the
semimacroscopic protein dipoles Langevin dipoles (PDLD/S-LRA) model
is used to evaluate the stability of several residues in two phosphate
hydrolysis enzymes upon complexation with their activating partners.
In particular, the residues relevant for PPI and for phosphate hydrolysis
in the CDK2/Cyclin A and Ras/GAP complexes are analyzed. We find
that the evaluation of the stability of residues in these systems
can be used to identify not only active site regions but it can also
be used as a guide to locate "hot spots" for PPIs. We also show that
conformational changes play a major role in positioning interfacing
residues in a proper "energetic" orientation, ready to interact with
the residues in the partner protein surface. Thus, we extend the
preorganization theory to PPIs, extrapolating the results we obtained
from the above-mentioned complexes to a more general case. We conclude
that the correlation between stability of a residue in the surface
and the likelihood that it participates in the interaction can be
a general fact for transient PPIs.},
keywords = {chemistry; Adenosine Triphosphate, chemistry; Animals; Binding Sites; Computational Biology, chemistry; Cyclins, chemistry; Enzymes, chemistry; GTP Phosphohydrolases, chemistry; Humans; Hydrolysis; Models, chemistry; Protein Binding; Protein Conformation; Protein Interaction Mapping; Proteins, chemistry; Proteomics, Kinase 2, methods; Cyclin A, methods; Software; Static Electricity; Thermodynamics, Molecular; Molecular Conformation; Phosphates},
pubstate = {published},
tppubtype = {article}
}
provide a valuable tool in a variety of fields. Statistical surveys
of so-called transient complexes (like those relevant for signal
transduction mechanisms) have shown a tendency of polar residues
to participate in the interaction region. Following this scheme,
residues in the unbound partners have to compete between interacting
with water or interacting with other residues of the protein. On
the other hand, several works have shown that the notion of active
site electrostatic preorganization can be used to interpret the high
efficiency in enzyme reactions. This preorganization can be related
to the instability of the residues important for catalysis. In some
enzymes, in addition, conformational changes upon binding to other
proteins lead to an increase in the activity of the enzymatic partner.
In this article the linear response approximation version of the
semimacroscopic protein dipoles Langevin dipoles (PDLD/S-LRA) model
is used to evaluate the stability of several residues in two phosphate
hydrolysis enzymes upon complexation with their activating partners.
In particular, the residues relevant for PPI and for phosphate hydrolysis
in the CDK2/Cyclin A and Ras/GAP complexes are analyzed. We find
that the evaluation of the stability of residues in these systems
can be used to identify not only active site regions but it can also
be used as a guide to locate "hot spots" for PPIs. We also show that
conformational changes play a major role in positioning interfacing
residues in a proper "energetic" orientation, ready to interact with
the residues in the partner protein surface. Thus, we extend the
preorganization theory to PPIs, extrapolating the results we obtained
from the above-mentioned complexes to a more general case. We conclude
that the correlation between stability of a residue in the surface
and the likelihood that it participates in the interaction can be
a general fact for transient PPIs.