bioRxiv Science⌕ Search

Biology subjects

Perpina-Clerigues, C.

Publications and source records attributed to Perpina-Clerigues, C..

10 recordsLinked to original sources

Urinary extracellular vesicles reveal a sex-specific miRNome profile in alcohol use disorder patients

miRNA-based transcriptomic analysis of extracellular vesicles (EVs) provide a promising strategy for identifying non-invasive biomarkers and understanding complex pathological mechanisms. Recently, however, urinary extracellular vesicles (uEVs) have emerged as a valuable window into molecular alterations. Despite the high morbidity and mortality associated with alcohol use disorder (AUD), the molecular mechanisms underlying its sex-specific differences remain poorly understood. To address this, we characterize for the first time the uEV miRNome in AUD, revealing its sexually dimorphic profile. We employed uEVs from actively drinking AUD patients of both sexes who did not have advanced liver disease, alongside matched controls. Deep sequencing revealed 14 differentially expressed miRNAs in females (e.g., hsa-miR-197-3p, hsa-miR-19b-3p, hsa-miR-505-3p, hsa-miR-625-5p, and hsa-miR-27a-5p) and 6 in males (e.g., hsa-miR-1290, hsa-miR-1246, hsa-miR-450a-5p, and miR-590-5p). Notably, whereas hsa-miR-4787-5p was consistently overexpressed in uEVs from both sexes, it was absent in plasma-derived EVs, highlighting the specificity of the urinary compartment. Remarkably, the miRNA signatures we uncovered reflect the multiorgan impact of AUD. For instance, hsa-miR-1290 and hsa-miR-197-3p point to alcohol-related liver injury and systemic inflammation, whereas hsa-miR-19b-3p and hsa-miR-1246 signal neuroinflammation and neuronal stress. A subset--including hsa-miR-1290, hsa-miR-1246, and hsa-miR-27a-5p--has been implicated in cancer contexts. Collectively, these findings support the uEV miRNome as a promising sex-informed molecular signature of AUD with biomarker and mechanistic relevance.

cell biology↗

MetaOmixTools: an interactive web suite for meta-analysis of ranked features and functional enrichment

The growing number of omics datasets in public repositories provides an opportunity to enhance data reusability through data integration; however, complex statistical barriers often hinder the effective combination of independent studies. To address this problem, we present MetaOmixTools, an interactive web-based suite that streamlines the meta-analysis of ranked feature lists and functional enrichment profiles. The platform integrates two primary modules - MetaRank and MetaEnrich within a code-free environment. MetaRank generates robust consensus rankings from multiple lists by implementing weighted (e.g., Rank Product) and unweighted (e.g., Robust Rank Aggregation) strategies, while MetaEnrich performs functional meta-analyses by combining probability values from individual over-representation analyses using established statistical techniques. Using case studies, we established consensus rankings for acute spinal cord injury across heterogeneous platforms, identifying conserved inflammatory marker genes in the upregulated gene list (e.g., Slpi, Ccl2, Msr1) and synaptic loss genes in the downregulated gene list (e.g., Kcna2, Dao, Ppp1r1b), and also characterized inverse functional intersections between melanoma brain metastasis and neurodegenerative diseases. By providing intuitive, real-time visualization and reproducible workflows, MetaOmixTools empowers the research community to extract consistent biological insights from multi-study data. We have made MetaOmixTools freely available at https://bioinfo.cipf.es/metaomixtools/. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=163 HEIGHT=200 SRC="FIGDIR/small/707748v2_ufig1.gif" ALT="Figure 1"> View larger version (39K): org.highwire.dtl.DTLVardef@c1974org.highwire.dtl.DTLVardef@5b4b38org.highwire.dtl.DTLVardef@1a753f8org.highwire.dtl.DTLVardef@79fb20_HPS_FORMAT_FIGEXP M_FIG C_FIG

bioinformatics↗

Multi-omics integration reveals sex-based differences in the circulating extracellular vesicle lipidome and miRNome of alcohol use disorder patients

Integrated multi-omics and extracellular vesicle (EV) analysis are emerging as powerful, complementary strategies for biomarker discovery. These approaches offer promising tools to enhance early detection, diagnosis, and treatment of alcohol use disorder (AUD). Here we applied an integrated miRNomic and lipidomic approach to analyze plasma EVs from AUD patients and controls of both sexes to gain a comprehensive understanding of the underlying molecular mechanisms. We identified an AUD signature with predictive potential for diagnostic applications. Individual features (e.g., hsa-miR-99b-3p, hsa-miR-556-5p, Cer_NDS-d39:1, and PI18:0_18:2) represented important components; however, the strength of this signature lay in the combined profile rather than isolated markers. We also revealed an AUD-sex signature that provided insight into how biological responses to alcohol differ between females and males (including features such as hsa-miR-1301-3p and PC39:4), which also underscored the power of multi-omic integration. The individual miRNome approach also revealed an opposite functional alteration by sex in various alcohol related systems, such as pathways associated with immunity, oxidative stress, and autophagy. An open-access Shiny web application (https://carpercle.shinyapps.io/SexEVEthOmics/) accompanies this study, providing interactive access to the complete dataset and additional analyses for customized exploration. Together, our findings underscore the added value of multi-omics integration in identifying clinically relevant molecular signatures of disease; this sex-informed approach offers a promising path toward more personalized diagnostic tools and therapeutic strategies in AUD.

bioinformatics↗

Deciphering lipidomics landscape of urine extracellular vesicles in alcohol use disorder patients

Urine extracellular vesicles (EVs) have garnered increasing interest in recent years as, in combination with their lipid content, they represent a potential source of non-invasive biomarkers. Alcohol use disorder (AUD) is one of the most common psychiatric disorders and a significant contributor to morbimortality. Thus, there is growing interest in assessing previous alcohol consumption and evaluating the severity of liver or brain injury, particularly via non-invasive methods. Here, we employed a novel approach based on urine EVs and a highly sensitive lipidomics strategy to characterize lipid species in male AUD patients, as well as to evaluate the differential functional roles and enzymatic activity networks of urine EV lipids. Our results show, for the first time, that the lipidomic profiling of urine EVs in AUD males is characterized by an enrichment of fatty acyls and glycerophospholipids, with FA 22:0 emerging as a potential biomarker. Notably, increased acyl chain saturation and elevated long-chain fatty acids (22-24 carbons) suggest links to AUD-associated inflammation, cancer, and metabolic dysfunction. These findings support an improved understanding of the urine EV lipidome, which could contribute to the identification of novel lipid targets and the discovery of non-invasive biomarkers in AUD.

pathology↗

Unveiling the role of miRNAs from MSC-EVs in neuroinflammation and behavioral impairments induced by chronic alcohol consumption

Extracellular vesicles derived from mesenchymal stromal cells (MSC-EVs) have emerged as a promising form of regenerative and immunomodulatory therapy; indeed, micro (mi)RNAs contained within MSC-EVs modulate target gene expression and impact disease-associated pathways. Chronic alcohol consumption results in neuroinflammation, brain damage, and impaired cognition; in this study, we asked whether the repeated intravenous administration of MSC-EVs could ameliorate neuroinflammation and behavioral impairment induced by chronic alcohol consumption in mice. MSC-EVs diminished the increased binding of a micro-positron emission tomography tracer (18F-FDG) when analyzing whole-brain 3D images and brain coronal sections of ethanol-treated mice. MSC-EV administration protected against ethanol-induced proinflammatory gene upregulation, cognitive dysfunction, and addictive-like behavior. miRNA sequencing data from MSC-EVs helped to reveal the elevated expression of EV-derived miR-483-5p and miR-140-3p in the brains of ethanol-treated mice following MSC-EV administration. In addition, MSC-EVs modulated the expression of pro-inflammatory-related miRNA target genes (e.g., Socs3, Tnf, Mtor, Atf6) in the brains of ethanol-treated mice. These results suggest that MSC-EVs could function as a neuroprotective therapy to ameliorate the neuroinflammation, cognitive dysfunction, and addictive-like behavior associated with chronic alcohol consumption.

neuroscience↗

Unravelling the impact of TLR4 and sex on chronic alcohol consumption-induced lipidome dysregulation in extracellular vesicles

The lipids that form extracellular vesicles (EVs) play critical structural and regulatory roles, and cutting-edge bioinformatics strategies have shown the ability to decipher lipid metabolism and related molecular mechanisms. We previously demonstrated that alcohol abuse induces an inflammatory immune response through Toll-like receptor 4 (TLR4), leading to structural and cognitive dysfunction. This study evaluated how TLR4 and sex as a variable (male/female) impact the lipidome of plasma-resident EVs after chronic alcohol exposure. Using a mouse model of chronic ethanol exposure in wild-type and TLR4-deficient mice, enrichment networks generated by LINEX2 highlighted significant ethanol-induced changes in the EV lipid substrate-product of enzyme reactions associated with glycerophospholipid metabolism. We also demonstrated ethanol-induced differences in Lipid Ontology enrichment analysis in EVs, focusing on terms related to lipid bilayer properties. A lipid abundance analysis revealed higher amounts of significant lipid subclasses in all experimental comparisons associated with inflammatory responses and EV biogenesis/secretion. These findings suggest that interrogating EV lipid abundance with a sensitive lipidomic-based strategy can provide deep insight into the molecular mechanisms underlying biological processes associated with sex, alcohol consumption, and TLR4 immune responses and open new avenues for biomarker identification and therapeutic development.

neuroscience↗

Emerging role of mesenchymal stem cell-derived extracellular vesicles to ameliorate hippocampal NLRP3 inflammation induced by binge-like ethanol treatment in adolescence

NOD-like receptors are innate immunity sensors that provide an early and effective response to pathogenic or injury conditions. However, abnormalities in these receptors may cause excessive inflammation. Our studies have reported that an activation of the NLRP3-inflammasome complex in ethanol-treated astrocytes and in chronic alcohol-fed mice could be associated with neuroinflammation and brain damage. Considering the therapeutic role of the molecules contained in the extracellular vesicles (EVs) derived by mesenchymal stem cells (MSC-EVs), the present study aims to evaluate whether the intravenous administration of MSC-EVs from adipose tissue, through inhibiting the NLRP3 inflammasome activation, is capable of reducing hippocampal neuroinflammation in adolescent mice treated with binge drinking. We demonstrate that MSC-EVs ameliorate the activation of the hippocampal NLRP3 inflammasome complex and other NLRs inflammasomes (e.g., NLRP1, NLRC4 and AIM2), as well as the alterations of inflammatory genes (IL-1{beta}, IL-18, iNOS, NF-{kappa}B, MCP-1 and CX3CL1) and miRNAs (miR-21a-5p, miR-146a-5p and miR-141-5p) induced by binge-like ethanol treatment in adolescent mice. Bioinformatic analysis further revealed the involvement of miR-21a-5p and miR-146a-5p with inflammatory target genes and NOD-like receptor signaling pathways. Taken together, these findings provide, for the first time, evidence of the therapeutic potential of MSC-derived EVs to restore the hippocampal neuroinflammatory response through the NLRP3 inflammasome activation induced by binge drinking in adolescence.

neuroscience↗

Lipid network of plasma extracellular vesicles reveals sex-based differences in the lipidomic profile from patients with alcohol use disorder

Alcohol use disorder (AUD) is one of the most common psychiatric disorders, and the consumption of this substance is considered one of the main causes of preventable deaths worldwide. Lipids play a crucial functional role in cell membranes, however little is known about the role of lipids containing extracellular vesicles (EVs), as regulatory molecules and biomarkers. In this study, a highly sensitive lipidomic strategy is employed to characterize plasma EV lipid species from individuals with AUD, to evaluate differential functional roles and enzymatic activity networks to improve the knowledge of lipid metabolism in the alcohol consumption. Plasma EV lipids from female and male patients with AUD and healthy individuals were analyzed to obtain lipid differential abundance, as well as biological interpretation of LINEX2 lipidomics data, evaluating enzymatic dysregulation through an enrichment algorithm. Our results showed for the first time that females with AUD exhibit greater substrate-product changes in LPC and PC lipids, as well as phospholipases and acyltransferases activity, potentially linked to cancer progression and neuroinflammation. Conversely, males with AUD showed dysregulation in Cer and SM lipid, involving sphingomyelinases, sphingomyelin phosphodiesterase, and sphingomyelin synthase, which could be related with hepatotoxicity. Notably, females with AUD showed LION-terms associated with "positive intrinsic curvature", while males exhibited "negative intrinsic curvature, contributing to vesicle fusion processes. These methodological developments allow a better understanding of lipid metabolism and its regulatory mechanisms, which contributes not only to identify novel lipid targets, but also the discovery of sex-specific clinical biomarkers in the AUD.

pathology↗

A comprehensive transcriptional signature in pancreatic ductal adenocarcinoma reveals new insights into the immune and desmoplastic microenvironment

Pancreatic ductal adenocarcinoma (PDAC) prognosis and treatment response remains devastatingly poor due partly to the highly heterogeneous, aggressive, and immunosuppressive nature of this tumor type. The intricate relationship between stroma, inflammation, and immunity remains vaguely understood in the PDAC microenvironment. Here, we performed a meta-analysis of stroma-, and immune-related gene expression in the PDAC microenvironment to improve disease prognosis and therapeutic development. We selected twenty-one PDAC studies from the Gene Expression Omnibus and ArrayExpress databases, including 922 samples (320 controls and 602 cases). Differential gene enrichment analysis identified 1153 significant dysregulated genes in PDAC patients that contribute to a desmoplastic stroma and an immunosuppressive environment (the hallmarks of PDAC tumors). The results highlighted two gene signatures related to the immune and stromal environments that cluster PDAC patients in high- and low-risk groups, impacting patient stratification and therapeutic decision-making. Moreover, HCP5, SLFN13, IRF9, IFIT2, and IFI35 immune genes were related to prognosis value in PDAC patients, for the first time. Simple SummaryPancreatic ductal adenocarcinoma (PDAC) is a highly lethal disease with few curative options. Desmoplastic stroma and immune system evasion in PDAC represent challenges to the success of therapeutic strategies that function well in other tumor types. Characterizing the PDAC microenvironment (including the immune environment) remains critical to developing safe and efficient therapies. Here, we present a comprehensive meta-analysis identifying 1153 significantly dysregulated genes, which mainly impact extracellular matrix remodeling and the immune system. We identify two signatures of twenty-eight immune-related genes and eleven stroma-related genes influencing PDAC patient survival. Additionally, five immune genes are associated with PDAC prognosis for the first time.

cancer biology↗

ISCB RSG-Spain and highlights from the VIII Spanish Student Symposium in Bioinformatics and Computational Biology in 2021

The Regional Student Group of Spain is recognized by the Student Council and the International Society for Computational Biology. The objective of these institutions is to connect and share useful information among all professionals and students working in the field of bioinformatics and computational biology. In this article, we intend to present and publicize RSG-Spain, the Spanish ISCB regional student group, by relating its recent history of a growing community of students and young professionals and how it helps their development in the field. RSG-Spain, since its creation, has been involved in the organization of events with the aim of gathering bioinformaticians in the country and promoting research and collaboration in the field. Here the VIII Student Symposium held online in 2021 is presented, analyzing the output of the event and showing the main challenges found in its organization.

scientific communication and education↗