Biology subjects

Madapura, P.

Publications and source records attributed to Madapura, P..

5 recordsLinked to original sources

bioRxiv2025

A non-catalytic role for MLL2 in controlling chromatin organisation and mobility during the priming of pluripotent cells for differentiation

How the chromatin regulator MLL2 (KMT2B) influences cell differentiation remains poorly understood. MLL2 is the main histone 3 lysine 4 (H3K4) trimethyltransferase acting at bivalent promoters in embryonic stem cells (ESCs) and is required for ESCs to differentiate into neuroectoderm. We show here that this requirement occurs during exit from naive pluripotency, days before neuroectoderm differentiation is impaired. Although MLL2 knockout has only a subtle effect on transcription during exit, reducing the expression of a few important neuroectodermal transcription factors, it substantially remodels chromatin architecture, disrupting 3D chromatin loops associated with bivalent promoters. The enzymatic activity of MLL2 is not needed for stabilising these loops or for neuroectoderm differentiation. This non-catalytic function of MLL2 in stabilising 3D chromatin loops has implications for lineage specification. Because MLL2 shares features with all four MLLs, chromatin tethering, rather than H3K4 methylation, may represent the primary function of MLL proteins during lineage commitment.

cell biology↗

bioRxiv2024

Early Prediction of Preeclampsia Based on Transposable Elements signature in cell-free RNA

Preeclampsia (PE) is a pregnancy-associated hypertension disorder affecting 5-10% of pregnant women each year worldwide, which leads to adverse maternal and child outcomes. PE remains inadequately predicted, prevented and treated. Here, we comprehensively investigated altered transcriptomic and epigenetic changes in the PE placenta and maternal cell-free RNA (cfRNA). We show that many transposable elements (TEs) in sub-families are deregulated in the gestational age-matched PE placenta. Increased expression of endogenous retrovirus (ERV) and long interspersed nuclear element 1 (L1, LINE1) subfamilies of TEs is associated with higher histone acetylation levels at their regulatory elements. A higher TE transcript level correlates with the type I interferon (IFN-I) pathway, suggesting inflammation associated with PE could be due to the sensing of TE transcripts by the antiviral innate immune system. Consistent with higher TE transcript levels in the PE placentas, analysis of maternal cfRNA data revealed differential levels of TE subfamilies in PE compared to healthy controls. Machine learning-based training for TE transcripts for early prediction of PE showed a robust performance in the validation cohort, with an area under the curve (AUC) of 0.88, 81% sensitivity, and 74% positive predictive value (PPV). Overall, we show TE deregulation in the placenta is associated with PE, and maternal cfRNA TE signature accurately predicts early diagnosis of PE, which can improve prophylaxis and obstetric outcomes.

genomics↗

bioRxiv2023

Non-coding mutations at enhancer clusters contribute to pancreatic ductal adenocarcinoma

Non-coding mutations (NCMs) that perturb the function of cis-regulatory elements (CRE, enhancers) contribute to cancer. Due to the vast search space, mutation abundance and indirect activity of non-coding sequences, it is challenging to identify which somatic NCMs are contributing to tumour development and progression. Here, we focus our investigation on the somatic NCMs that are enriched at enhancers from 659 pancreatic ductal adenocarcinoma (PDAC) tumours. We identify cis-regulatory NCMs within PDAC-specific enhancers derived from high and low-grade PDAC cell lines and patient derived organoids using two independent computational approaches. Five such CREs enriched for PDAC associated NCMs are also frequently mutated in other common solid tumours. Functional validation using STARR-seq reporter assays enables the prioritisation of 43 NCMs (7.3%) from a pool of 587 NCMs with 6,082 oligos, that significantly alter reporter enhancer activity compared to wild-type sequences. CRISPRi perturbation of an enhancer cluster harbouring NCMs over long non-coding RNA gene MIR100HG, which hosts a microRNA cluster (mir100-let7a-2-125b-1), leads to the downregulation of MIR100HG accompanied by a significant reduction in the TGF-{beta} pathway (known to induce MIR100HG) and other PDAC critical pathways, including KRAS, p53, MTOR and TNF signalling. Collectively, we have reported here cis-regulatory NCMs in PDAC proximal to many cancer-relevant genes, and our integrated approach paves way to explore CRE-associated NCMs in other human cancer genomes.

genomics↗

bioRxiv2022

PSIP1/LEDGF reduces R-loops at transcription sites to maintain genome integrity

R-loops that accumulate at transcription sites pose a persistent threat to genome integrity. PSIP1 is a chromatin protein associated with transcriptional elongation complex, possesses histone chaperone activity, and is implicated in recruiting RNA processing and DNA repair factors to transcription sites. Here, we show that PSIP1 interacts with R-loops and other proteins involved in R-loop homeostasis, including PARP1. Genome-wide mapping of PSIP1, R-loops and {gamma}-H2AX in PSIP1-depleted human and mouse cell lines revealed an accumulation of R-loops and DNA damage at gene promoters in the absence of PSIP1. R-loop accumulation causes local transcriptional arrest and transcription-replication conflict, leading to DNA damage. PSIP1 depletion increases 53BP1 foci and reduces RAD51 foci, suggesting altered DNA repair choice. Furthermore, PSIP1 depletion increases the sensitivity of cancer cells to PARP1 inhibitors and DNA-damaging agents that induce R-loop-induced DNA damage. These findings provide fresh insights into the mechanism through which PSIP1 maintains genome integrity at the site of transcription.

molecular biology↗

bioRxiv2021

The Epiallelic Nature of Mouse rDNA

BackgroundRibosomal DNA (rDNA) displays substantial inter-individual genetic variation in human and mouse. A systematic analysis of how this variation impacts epigenetic states and expression of the rDNA has thus far not been performed. ResultsUsing a combination of long- and short-read sequencing, we establish that 45S rDNA units in the C57BL/6J mouse strain exist as distinct genetic haplotypes that influence the epigenetic state and transcriptional output of any given unit. DNA methylation dynamics at these haplotypes are dichotomous and life-stage specific: at one haplotype, the DNA methylation state is sensitive to the in utero environment, but refractory to post-weaning influences, whereas other haplotypes entropically gain DNA methylation during ageing only. On the other hand, individual rDNA units in human show limited evidence of genetic haplotypes, and hence little discernible correlation between genetic and epigenetic states. However, in both species, adjacent units show similar epigenetic profiles, and the overall epigenetic state at rDNA is strongly positively correlated with total rDNA copy number. Analysis of different mouse inbred strains reveals that in some strains, such as 129S1/SvImJ, rDNA copy number is only approximately 150 copies per diploid genome and DNA methylation levels are <5%. ConclusionsOur work demonstrates that rDNA-associated genetic variation has a considerable influence on rDNA epigenetic state and consequently rRNA expression outcomes. In the future, it will be important to consider the impact of inter-individual rDNA (epi)genetic variation on mammalian phenotypes and diseases.

genomics↗