Biology subjects

Martinez-Lopez, J.

Publications and source records attributed to Martinez-Lopez, J..

2 recordsLinked to original sources

bioRxiv2023

Single-cell mRNA-regulation analysis reveals cell type-specific mechanisms of type 2 diabetes

Perturbed secretion of insulin and other pancreatic islet hormones is the main cause of type 2 diabetes (T2D). The islets harbor five cell types that are potentially altered differently by T2D. Whole-islet transcriptomics and single-cell RNA-sequencing (scRNAseq) studies have revealed differentially expressed genes without reaching consensus. Here, we demonstrate that unprecedented insights into disease mechanisms can be obtained by network-based analysis of scRNAseq data. We developed differential gene coordination network analysis (dGCNA) and analyzed islet scRNAseq data from 16 T2D and 16 non-T2D individuals. dGCNA revealed T2D-induced cell type-specific networks of dysregulated genes with remarkable ontological specificity, thus allowing for a comprehensive and unbiased functional classification of genes involved in T2D. In beta cells eleven networks of genes were detected, revealing that mitochondrial electron transport chain, glycolysis, cytoskeleton organization, cell proliferation, unfolded protein response and three networks of beta cell transcription factors are perturbed, whereas exocytosis, lysosomal regulation and insulin translation programs are instead enhanced in T2D. Furthermore, we validated the ability of dGCNA to reveal disease mechanisms and predict the functional context of genes by showing that TMEM176A/B regulates the beta cell cytoskeleton and that CEPBG is a key regulator of the unfolded protein response. In addition, comparing beta- and alpha and cells, we found substantial differences, reproduced across independent datasets, confirming cell type-specific alterations in T2D. We conclude that analysis of networks of differentially coordinated genes provides outstanding insight into cell type-specific gene function and T2D pathophysiology.

cell biology↗

bioRxiv2023

The nucleolar aberrancies that drive ribosome impairment induced by RNA binding proteins are hallmarks of aging

The nucleolus is a dynamic structure where ribosome subunits are produced. Indeed, nucleoli respond to any change in cellular homeostasis by altering the rate of ribosome biogenesis, thus working as a stress sensor. Therefore, an imbalance in ribosome biogenesis promotes changes in morphology and function and can evoke a nucleolar stress response. Changes in the structure and composition of nucleoli impair ribosome biogenesis and have been described as nucleolar stress, a mechanism related to aging and cancer. Here, we show the role of the RNA binding protein Hnrnpk in nucleolar dynamics and ribosome function. Hnrnpk is a ribonucleoprotein in charge of escorting nascent transcripts to its processing and nuclear export to ribosomes. When Hnrnpk is overexpressed, the nucleolus is altered and shows stress-like phenotype, with accumulation and delocalization of components such as Ncl, driving ribosome biogenesis impairment and halting protein translation. Nucleolin haploinsufficiency is correlated with enlarged nucleoli, increased ribosome components and translation and induces a reduction in lifespan. Thus, gain of Ncl generated by Hnrnpk overexpression can cause ribosome biogenesis defects associated with ribosome impairment leading to ribosomopathies and bone marrow failure syndrome. Aging and bone marrow failure share common biological hallmarks. Indeed, Hnrnpk overexpression and nucleolar stress trigger cell cycle arrest and senescence of the cells, a feature of both processes. Together, these findings support the idea that nucleolar abnormalities contribute to ribosome impairment, thus triggering the onset of hematopoiesis and the aging process. Here, we decipher a novel master regulator of this mechanism: Hnrnpk.

molecular biology↗