Search bioRxiv⌕ Search

Biology subjects

Machnicka, M. A.

Publications and source records attributed to Machnicka, M. A..

3 recordsLinked to original sources

Systematic review and transcriptomic meta-analysis of environmental enrichment reveal core molecular programs of brain plasticity

RATIONALEEnvironmental enrichment (EE) paradigms in rodents have long demonstrated that enhanced sensory, cognitive, social, and motor stimulation positively impacts brain function, improving learning, memory, and neuroplasticity. These effects have significant implications for understanding cognitive development and mitigating cognitive decline and brain aging. While numerous transcriptomic studies have explored EE-induced molecular changes, a unified view of the genes and pathways consistently modulated remains lacking. METHODSTo address this gap, we performed a systematic review and meta-analysis. We conducted a comprehensive PubMed search for all studies published up to February 2025 that matched all the following inclusion criteria: (1) employed EE paradigms; (2) were conducted on rodents; (3) utilized genome-wide transcriptomic methods; (4) examined brain regions or neuronal populations. The 323 retrieved articles were manually screened for relevance to the study aims and data availability. Datasets from 20 eligible RNA-seq reports were reprocessed using a unified analysis pipeline and subjected to a meta-analysis with three complementary statistical methods. RESULTSDespite considerable heterogeneity across studies, our integrative analysis identified consistent gene expression signatures linked to synaptic function, plasticity and their transcriptional regulation. These molecular insights advance our understanding of how EE impacts on neuronal and behavioural outcomes, and may inform therapeutic strategies aimed at replicating or enhancing EE benefits. To promote open science and foster further research, we developed an accessible web application, mEEtaBrain, that enables the neuroscience community to navigate and interrogate our meta-analysis results.

neuroscience↗

Trans-homologous interactions identified in Hi-C data are associated with embryonic development

Interactions between chromosomes forming homologous pairs are known to be widespread in the fruit fly Drosophila melanogaster and present in other organisms. While these trans-homologous interactions affect regulation of gene expression, many details regarding their location, function and mechanisms of action are still unknown. The increased availability of phased Hi-C datasets made it possible to reliably infer such trans-homologous interactions. We have developed a tool called TransContactHiC to detect trans-homologous chromatin interactions in phased Hi-C data and we used it to re-analyze published in situ Hi-C data for heterozygotic Drosophila melanogaster cells: embryos and a fully differentiated cell line. We further assessed the frequency of cis- and trans-homologous interactions for equally sized genomic bins, and detected triads of genomic elements which exhibit significantly different frequency of trans-homologous interactions compared to the cis-homologous counterpart. We show that triads of genomic elements exhibiting significantly higher frequency of trans homologous interactions are characterized by their clustering within broader regulatory regions, proximity to DNase-seq peaks and presence of disrupted transcription factor motifs at the affected locus. We also show examples of annotated active cis-regulatory modules which might be affected by these differential trans-homologous interactions. Overall, our results show the functional relevance of the detected triads.

genomics↗

Mapping chromatin accessibility and active regulatory elements reveals new pathological mechanisms in human gliomas

Chromatin structure and accessibility, and combinatorial binding of transcription factors to regulatory elements in genomic DNA control transcription. Genetic variations in genes encoding histones, epigenetics-related enzymes or modifiers affect chromatin structure/dynamics and result in alterations in gene expression contributing to cancer development or progression. Gliomas are brain tumors frequently associated with epigenetics-related gene deregulation. We performed whole-genome mapping of chromatin accessibility, histone modifications, DNA methylation patterns and transcriptome analysis simultaneously in multiple tumor samples to unravel novel epigenetic dysfunctions driving gliomagenesis. Based on the results of the integrative analysis of the acquired profiles, we created an atlas of active enhancers and promoters in benign and malignant gliomas. We explored these elements and intersected with Hi-C data to uncover molecular mechanisms instructing gene expression in gliomas. SignificanceEpigenetics-driven deregulation of gene expression accompanies cancer development, but its comprehensive characterization in cancer patients is fragmentary. We performed whole-genome profiling of gene expression, open chromatin, histone modifications and DNA-methylation profiles in the same samples from benign and malignant gliomas. Our study provides a first comprehensive atlas of active regulatory elements in gliomas, which allowed identification of the functional enhancers and promoters in patient samples. This comprehensive approach revealed epigenetic patterns influencing gene expression in benign gliomas and a new pathogenic mechanism involving FOXM1-driven network in glioblastomas. This atlas provides a common set of elements for cross-comparisons of existing and new datasets, prompting novel discoveries and better understanding of gliomagenesis. HighlightsO_LIWe provide an atlas of cis-regulatory elements active in human gliomas C_LIO_LIEnhancer-promoter contacts operating in gliomas are revealed C_LIO_LIDiverse enhancer activation is pronounced in malignant gliomas C_LIO_LIChromatin loop activates FOXM1-ANXA2R pathological network in glioblastomas. C_LI

cancer biology↗