Tag Archives: molecular simulations

Course on molecular dynamics simulations in Concepción, Chile

Posted by 28 de January de 2026

In January 15-19th, invited by the lab of Verónica Andrea Jimenez Curihual, at the Universidad Andrés Bello in its Concepción campus, Jordi Villà-Freixa taugth a course on molecular dynamics simulations with OpenMM and the posterior basic through advanced data analysis using standard tools like MDraj, MDAnalysis, pyemma or deeptime. Several PhD students and postdoctoral researchers (some shown in the picture) attended the course, that served as a way to build on the foundations of a long time collaborative bridge between the two labs.

The course web site and the source github repository are available under a MIT license.

The CBBL at the JBI2025

Posted by 24 de October de 2025

The CBBL was present in the XV Bioinformatics Symposium (JBI2025), that took place in Madrid on October 22nd-24th, hosted by the CNB/CSIC. The lab presented results on three research projects:

    • Topics Session #4 Single-Cell Omics. Talk by Roger Casals on “Mechanistic inference of cell state transitions via Boolean GRNs from single-cell data” Roger Casals Franch, Pau Badia-i-Mompel, Jordi Villà-Freixa, Julio Saez-Rodriguez, Jovan Tanevski, and Adrián López García de Lomana;

    • “A Bioinformatics Pipeline Reveals a Shared IκBα Interface for NF-κB and Histone Binding”, Martin Floor, Jordi Villà-Freixa, Joan Bertran and Lluís Espinosa; poster on the recent work published in Cell Reports; and
    • Standard-of-Care Therapy Induces Phenotypic Reprogramming of Non-Malignant Oligodendrocytes in Glioblastoma“, Jing Yang, Jordi Villà-Freixa and Adrián López García de Lomana.

PhD Student Nayanika Das Begins Research Visit at the University of Groningen

Posted by 10 de October de 2025

We are delighted to share that our PhD student Nayanika Das has embarked on a research visit to the laboratory of Prof. Gerard Roelfes at the University of Groningen, The Netherlands. This visit marks an exciting step forward in her doctoral work on understanding and optimizing the function of enzymes, this time for proteins containing artificial amino acids.

During her stay, Nayanika will collaborate closely with the Roelfes group to investigate the incorporation of the noncanonical amino acid para-aminophenylalanine (pAF) into the nonenzymatic protein scaffold LmrR. Remarkably, this modification transforms LmrR into a proficient and stereoselective artificial enzyme (LmrR_pAF) — an elegant example of how chemical innovation can endow proteins with entirely new catalytic functions.

Nayanika’s research will combine experimental validation in the laboratory with computational modeling efforts. Specifically, she will contribute to the development of an Empirical Valence Bond (EVB) model aimed at uncovering the molecular details of the mechanism of action of pAF in the reactions catalyzed by LmrR_pAF. By integrating theoretical and experimental approaches, her work will help elucidate how artificial amino acids expand the functional landscape of proteins and open new avenues for biocatalysis and synthetic biology.

We wish Nayanika a productive and inspiring stay in Groningen and look forward to the exciting results that will emerge from this collaboration with the Roelfes Lab.

Lab members participate in an article to uncover the hidden role of key inflammatory protein in stem cell function

Posted by 22 de July de 2025

In a recent article (1), the lab, including our colleague at the UVic-UCC Joan Bertran Comulada, has contributed to characterize how a well-known immune regulator, IκBα, has a surprising second role in the cell — one that could open new doors for understanding and treating inflammation, cancer, and tissue regeneration.

For decades, IκBα has been recognized as the main “off switch” of the NF-κB pathway, a critical system that controls inflammation and immune responses. Some years ago, the lab contributed to an article (2) by the team of Lluís Espinosa and coworkers at the IMIM/UPF revealing that IκBα also works inside the cell nucleus, where it interacts with DNA and chromatin to regulate genes that control stem cell identity and differentiation.

Using an innovative computational tool developed by Martin Floor while a PhD student in the CBBL, called the Fold-Excluded Evolutionary Conservation (FEEC) metric, we identified the exact regions of the protein responsible for each activity. In the study, the researchers looked not only at which parts of the protein are conserved across species, but also at how each residue fits within the protein’s 3D structure. By comparing evolutionary conservation with structural packing, they identified positions that are more conserved than expected based on their structural role. These positions may have additional regulatory or interaction functions, beyond simply maintaining the protein’s stability.

Having identified specific residues responsible for each activity prompted the creation, in this new research, of separation-of-function (SOF) mutants — engineered versions of IκBα that can perform either its traditional NF-κB–related function or its newly discovered chromatin-related one, but not both.

Figure 1 A common domain of IκBα is required for p65-NF-κB and histone H4 binding (1)

The subsequent experimental validation by Espinosa’s lab showed that the chromatin-associated form of IκBα is essential in intestinal stem cells, for their ability to mature into specialized cell types. This effect is independent of IκBα’s inflammatory role, highlighting its distinct influence on gene regulation and tissue health.

These findings redefine IκBα as more than just an inflammation inhibitor — it is also a key epigenetic regulator linking environmental signals to gene expression. The newly developed SOF mutants offer powerful tools to explore IκBα’s dual roles in health and disease and may guide the development of targeted therapies that fine-tune inflammation and regeneration without unwanted side effects.

1) Separation-of-function mutants reveal the NF-κB-independent involvement of IκBα in the regulation of intestinal stemness
Álvarez-Villanueva, Daniel et al.
Cell Reports, Volume 44, Issue 7, 115949, 2025

2) Chromatin-Bound IκBα Regulates a Subset of Polycomb Target Genes in Differentiation and Cancer
Mulero, María Carmen et al.
Cancer Cell, Volume 24, Issue 2, 151 – 166, 2013

Nayanika Das Presents Advances in Enzyme Evolution at the SEB International Congress

Posted by 28 de June de 2025

PhD student Nayanika Das participated in the 18th International Congress of the Spanish Biophysical Society, held from June 24 to 27, 2025, at the Faculty of Chemistry of the Complutense University of Madrid. This event, organized by the Spanish Biophysical Society, brings together scientists from various disciplines and stages of their research careers to explore cutting-edge topics in the field of biophysics.

During the congress, Nayanika presented her results in poster format, entitled: “Exploring the Evolutionary Dynamics between GPX6 Orthologs and Comparing Their Catalytic Efficiency Using Empirical Valence Bond (EVB) Calculations.” Her work shows why the substitution of selenocysteine with cysteine in GPX6 significantly reduces catalytic efficiency, supporting the proposed mechanistic hypothesis, and it also extends the analysis to explore the energy landscape of cummulative mutations between Sec- and Cys- containing GPX6 proteins in nature. Thus, using a greedy algorithm, key mutations with lower activation barriers were identified that could stabilize the enzyme and offer an energetically favorable evolutionary path between homolog proteins.

CDK6 is activated by the atypical cyclin I to promote E2F‐mediated gene expression and cancer cell proliferation

Posted by 1 de June de 2023

A paper has been just published in Molecular Oncology in a collaboration led by our colleagues Josep Clotet and Mariana P. Ribeiro (UIC Barcelona) on the interaction of CDK6 with the atypical cyclin I. The CBBL has contributed with molecular modelling analysis of the interface region. Martin Floor and Pau MArc Muñoz, past members of the CBBL, did all the computational work.

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..

Nayanika Das presents a poster at RQTC/SCQ on recent work in GPX6 evolution and activity

Posted by 1 de February de 2023

In a recent work coordinated by Sergi Castellano (UCL), and in collaboration with Elias Arnér research group (Karolinska), we have investigated the phylogeny of Glutathione Peroxydase 6 (GPX6) and evaluated the effect of Cys/Sec variants in the loss/gain of its peroxidase activity and glutathione binding. In this poster, Nayanika presents her PhD project (cosupervised by Prof. Vijay Baladhye, Savitribai Phule Pune University) on the evaluation of the enzymatic activity of the protein in relation to its evolutionary history, grounded by the recent paper, that also included our former member Martin Floor. The presentation took place during the 1st meeting on Theoretical and Computational Chemistry by the Catalan Chemistry Society. Exciting PhD project ahead!