Search bioRxiv⌕ Search

Biology subjects

da Palma, R. K.

Publications and source records attributed to da Palma, R. K..

2 recordsLinked to original sources

Combinatorial MAPK states drive opposing gene programmes: a reanalysis of MAP3K-driven transcriptional responses in MCF10A cells

BackgroundThe MAPK signalling network coordinates opposing cell fates -- proliferation versus apoptosis -- by combining the activities of ERK, JNK, and p38 kinases in patterns that depend on upstream MAP3K identity. Using multiplexed kinase translocation reporter (KTR) biosensors and functional assays in MCF10A mammary epithelial cells, Peterson et al. (Cell Systems, 2023) demonstrated that MAP3Ks co-activating ERK and JNK drive approximately tenfold more cell cycle entry than MAP3Ks activating ERK alone, and that both kinase activities are independently required for this proliferative response. The transcriptional mechanism underlying this quantitative difference was not identified in the original study. ResultsWe performed a systematic computational re-analysis of the RNA-seq data deposited by Peterson et al. (GEO: GSE213882), encompassing thirteen MAP3K perturbations in doxycycline-induced MCF10A mammary epithelial cells. Based on signalling responses reported by Peterson et al., MAP3Ks were grouped into ERK-only (RAF1, COT) or ERK+JNK co-activating kinases (MLK1, MLK3, ZAK, TAK1, MEKK2, MEKK3). This stratification identified JNK co-activation as the feature most strongly associated with E2F/MYC transcriptional polarity. ERK-only MAP3Ks showed negative enrichment of E2F TARGETS, G2M CHECKPOINT, and MYC TARGETS Hallmark gene sets, whereas ERK+JNK MAP3Ks showed positive enrichment (each MAP3K individually FDR < 0.05 by GSEA). Consistently, inferred activities of E2F1, E2F2, E2F4, and MYC shifted from negative mean ULM t-scores in the ERK group to strongly positive values in the ERK+JNK group (FDR < 0.05 using the CollecTRI regulon). The observed E2F/MYC polarity was robust to alternative transcription factor inference strategies, being reproduced using the DoRothEA A+B regulon and the multivariate model (MLM) framework (Pearson r = 0.77). The signal remained stable under leave-one-out sensitivity analysis and was independently reproduced in MAP3K overexpression signatures from the LINCS L1000 atlas (GEO: GSE92742). ConclusionsERK activation alone was associated with repression of E2F/MYC transcriptional programmes, whereas JNK co-activation was associated with their activation. These opposing transcriptional states provide a potential explanation for the [~]10-fold differences in cell cycle entry reported by Peterson et al. and supports a model in which pRb/E2F regulation integrates combinatorial MAPK co-activation states beyond the canonical ERK-cyclin D-CDK4/6 axis.

genomics↗

Development of a Protocol to Study Bronchial Smooth Muscle Cells Behavior on a Natural Biologic Bronchial Matrix

Severe asthma is associated with an increased airway smooth muscle (ASM) mass and an altered composition of the extracellular matrix (ECM). Studies have indicated that ECM-ASM cell interactions contribute to this remodeling and its limited reversibility with current therapy. Three-dimensional matrices allow the study of complex cellular responses to different stimuli in an almost natural environment. Our goal was to obtain acellular bronchial matrices and then develop a recellularization protocol with ASM cells. We studied equine bronchi as horses spontaneously develop a human asthma-like disease. The bronchi were decellularized using Triton/Sodium Deoxycholate. The obtained scaffolds retained their anatomical and histological properties. Using immunohistochemistry and a semi-quantitative score to compare native bronchi to scaffolds revealed no significant variation for matrixial proteins. A DNA quantification and electrophoresis indicated that most of DNA was 29.6 ng/mg of tissue {+/-} 5.6 with remaining fragments of less than 100 bp. Primary ASM cells were seeded on the scaffolds. Histological analysis after recellularization showed that ASM cells migrated and proliferated primarily in the decellularized smooth muscle matrix, suggesting a chemotactic effect of the scaffolds. This is the first report of primary ASM cells preferentially repopulating the smooth muscle matrix layer in bronchial matrices. This protocol is now being used to study the molecular interactions occurring between the asthmatic ECMs and ASM to identify effectors of asthmatic bronchial remodeling.

cell biology↗