Bárbara González‐Terán

X-Cell: Scaling Causal Perturbation Prediction Across Diverse Cellular Contexts via Diffusion Language Models

X-Cell predicts causal perturbation responses across diverse cellular contexts using a diffusion language model trained on a large CRISPRi Perturb-seq dataset.

Chromatin Remodeling Drives Immune-Fibroblast Crosstalk in Heart Failure Pathogenesis

The paper identifies BRD4-dependent immune-fibroblast crosstalk via IL1B in heart failure, showing IL1B inhibition reduces fibroblast activation and improves cardiac function.

Single Cell Epigenetics Reveal Cell-Cell Communication Networks in Normal and Abnormal Cardiac Morphogenesis

The paper uses single-cell epigenomics and machine learning to model cell-cell communication networks in cardiac development and identify dysregulation in TBX1 deletion.

MKK6 deficiency promotes cardiac dysfunction through MKK3-p38γ/δ-mTOR hyperactivation

This paper shows that MKK6 deficiency leads to cardiac dysfunction through hyperactivation of the MKK3-p38γ/δ-mTOR pathway, causing hypertrophy and fibrosis, and highlights potential cardiotoxicity of p38 inhibitors.

A Transcriptional Switch Governing Fibroblast Plasticity Underlies Reversibility of Chronic Heart Disease

The paper identifies a reversible transcriptional switch in cardiac fibroblasts that governs fibroblast plasticity and contributes to chronic heart disease, with MEOX1 as a key regulator.

Integration of Protein Interactome Networks with Congenital Heart Disease Variants Reveals Candidate Disease Genes

BRD4 Interacts with GATA4 to Govern Mitochondrial Homeostasis in Adult Cardiomyocytes

This study identifies a BRD4-GATA4 interaction that regulates mitochondrial homeostasis in adult cardiomyocytes by modulating gene expression related to energy production.