bioRxiv Science⌕ Search

Biology subjects

Servant, N.

Publications and source records attributed to Servant, N..

At least 19 recordsLinked to original sources

An alignment-last approach enables rapid transcriptomic biomarker discovery in large cohorts

Canonical transcriptomic analysis requires committing from the outset to a reference genome or transcriptome, which imposes a predefined feature set, usually annotated genes or isoforms. Alignment and annotation dilute the signal through feature-level aggregation, discard any sequence absent from the reference, and require reprocessing the entire dataset for each new question (mutations, fusions, transposable elements). Here, we introduce the alignment-last paradigm, in which the read becomes the unit of comparison across samples, and alignment is deferred to annotate only the relevant sequences. Querying the merome, a reference-free cohort k-mer index, with just a handful of reads (about 0.01% of a sample's) reveals the cohort's transcriptomic structure in bulk and single-cell data. At single-cell resolution, these reads outperform genes for cell classification and rediscover, without supervision, a transposable-element signature (VL30) of exhausted T cells. Finally, unsupervised read-level differential analysis recovers established lncRNA biomarkers; uncovers new prognostic transposable-element reads in adrenocortical carcinoma and sarcomas; and extracts signals even from reads that fail to align.

bioinformatics↗

X-inactivation escapee domains are CTCF-cohesin independent chromatin compartments

X-chromosome inactivation involves chromosome-wide gene silencing accompanied by extensive chromatin changes, as well the loss of topologically associating domains. Yet discrete regions of the inactive X chromosome retain activity within localised 3D domains, which contain active genes that variably escape from X inactivation. The transcription factor and architectural protein CTCF has been proposed to be implicated in escape by insulating escape domains or sustaining their topology via cohesin-mediated loop extrusion. Here, we test the role of CTCF and cohesin in escape using acute degron-mediated depletion of CTCF and RAD21 in neural progenitor cells with established escape profiles. Although CTCF occupancy correlates with escape status on the inactive X chromosome, its removal - together with loss of loop extrusion - does not disrupt escapee gene expression, or domain organization, nor does it result in spreading of silencing or activation of genes in cis. Rather, we show that facultative escape regions are self-sustaining compartments of active chromatin enriched in H3K27 acetylation and depleted in H3K27 methylation, with the magnitude of compartment strength scaling up with the degree of transcriptional activity on the inactive X chromosome. These active escapee compartments are propagated independently of CTCF and RAD21-dependent 3D architecture. Our findings identify chromatin compartmentalization as the primary feature of facultative escapee domains.

genetics↗

Matched single-cell chromatin, transcriptome, and surface marker profiling captures in vivo epigenomic reprogramming during basal-to-luminal transition in the mammary gland

Single-cell multi-omics methods enable simultaneous mapping of chromatin states and transcriptomes, offering deep insights into gene regulation. Yet, the full potential of these approaches remains untapped for rare cell populations, as most methods require thousands of cells and are limited in their ability to capture multiple molecular layers comprehensively within the same cell. Here, we introduce OneCell CUT&Tag a user-friendly method that provides matched high-resolution epigenome, full-transcriptome, and surface marker quantification from every cell, with input as low as one cell. Using this approach, we uncovered epigenomic priming of basal cells in the mammary gland and captured the dynamics of basal-to-luminal transdifferentiation. We identified a transitional cell population with intermediate epigenomic profiles--absent in reference populations--and demonstrated a continuous epigenomic progression from basal to luminal states, while transcriptomes exhibited a binary switch. Adaptable to diverse samples and tissues, this method also revealed the role of H3K27me3 in shaping zygotic expression programs. By matching multiple layers of molecular information at single-cell resolution, OneCell CUT&Tag dissects the complementary roles of each omics layer in shaping cellular identity and function, opening new avenues to study rare and complex biological systems.

genomics↗

Interactions of the LINE-1 encoded ORF1p with proteins and chromatin converge on a role in neuronal physiology

Retrotransposons are emerging as novel regulators of embryonic and brain development. We recently demonstrated that the LINE-1-encoded protein ORF1p is abundantly expressed in adult mouse and human neurons, although its function remains unclear. Here, we characterize the ORF1p interactome in differentiated mouse and human neurons using mass spectrometry and identify novel partners implicated in gene regulation and neuron-specific processes. ORF1p localizes not only to neuronal nuclei, where it associates with chromatin under steady-state conditions, but also to neurites, supporting a role in neuronal physiology. To further explore its nuclear functions, we sorted human post-mortem neurons with high or low nuclear ORF1p levels and performed ORF1p knockdown in cultured human neurons, followed by chromatin accessibility assays. Both approaches revealed consistent patterns of differential chromatin accessibility dependent on ORF1p. Loss of ORF1p also led to the downregulation of long, neuron-specific genes and altered neurite morphology. Together, these findings point to a physiological role of ORF1p in post-mitotic neurons, mediated through converging interactions with proteins and chromatin.

neuroscience↗

Wnt signaling promotes inflammation and EMT-associated gene expression in mesenchymal TNBC

Aberrant activation of the Wnt signaling pathway in triple-negative breast cancer (TNBC) is linked to treatment resistance and recurrence, yet its role in tumoral heterogeneity remains unclear. We developed Wnt reporter cell lines from two mesenchymal TNBC models (MDA-MB-231 and MDA-MB-436) using a Tcf/Lef-eGFP vector and observed intra- and inter-tumoral variation in Wnt activity. Paired Wnt-positive and Wnt-negative TNBC cell lines were established and profiled by RNA-Seq. Integrative analyses revealed that Wnt-positive cells consistently upregulate genes involved in epithelial-to- mesenchymal transition, inflammation (e.g., IL6/JAK/STAT3, TNF via NF-{kappa}B), and extracellular matrix remodeling. A 55-gene Wnt signature common to both nutrient conditions captured these features. Wnt-related gene sets were also enriched in the Mesenchymal-like Immune-Altered subtype of 699 primary TNBC tumors. These findings highlight the role of basal Wnt activity in driving pro-tumorigenic transcriptional programs in TNBC and provide new insight into its contribution to subtype-specific disease features.

bioinformatics↗

Clonal memory of cell division in humans diverges between healthy haematopoiesis and acute myeloid leukaemia

Clonal memory, a cellular property inherited across at least two divisions, has emerged as a key driver of cell heterogeneity. To uncover its roles in human haematopoiesis, we developed high-resolution ex vivo tools that track both division and fate commitment of individual primary human haematopoietic stem and progenitor cells (HSPCs). We show that human HSPCs display a clonal memory of division, as cells descending from the same ancestor cell divide synchronously over multiple generations. In parallel, HSPCs inherit a clonal memory of fate commitment, independently of lineage identity. Both forms of clonal memory persist over at least two divisions, across different HSPC commitment stages and cell culture conditions. In contrast, malignant haematopoiesis exhibits lower synchronicity, revealing a disruption of clonal memory in leukemic cells. Epigenetic remodelling using a bromodomain inhibitor partially restores the clonal memory in division in leukemic HSPCs, highlighting the plasticity of this trait and its potential for therapeutic modulation. Our findings position clonal memory as a key regulator of human haematopoietic stem cell behaviour. Demonstrating that clonal memory can be modulated opens new avenues for tuning cell heterogeneity in healthy and pathological tissues.

cell biology↗

A recurrent pathogenic BRCA2 truncating variant reveals a role for BRCA2-PCAF complex in modulating NF-κB-driven transcription

Germline monoallelic truncating mutations in BRCA2, a critical mediator of homologous recombination (HR), predispose individuals to breast and ovarian cancer. While tumorigenesis is usually attributed to biallelic inactivation, emerging evidence suggests that haploinsufficiency may suffice in certain contexts. To investigate this, we recreated two BRCA2 pathogenic truncating variants in heterozygosis in non-tumorigenic breast epithelial cells. Cells carrying a truncating mutation that was not produced prompted sensitivity to PARP inhibitors (PARPi) and reduced the HR capacity indicating haploinsufficiency. Surprisingly, the other variant was expressed as a truncated product and prompted a transcriptional rewiring. Mechanistically, the truncated BRCA2 product formed abnormal oligomers with full-length BRCA2 and bound to the PCAF acetyltransferase, sequestering it. This led to reduced global histone H4 acetylation and decreased NF-{kappa}B transcriptional activity, ultimately impairing epithelial cell migration--a process also altered in tumors. Our findings uncover a previously unrecognized BRCA2-PCAF axis that modulates NF-{kappa}B-driven transcriptional program, a process that is co-opted by a recurrent BRCA2 pathogenic variant.

cancer biology↗

An endogenous retroviral element co-opts an upstream regulatory sequence to achieve somatic expression and mobility

Retrotransposons, multi-copy sequences that propagate via copy-and-paste mechanisms involving an RNA intermediate, occupy large portions of all eukaryotic genomes. A great majority of their manifold copies remain silenced in somatic cells, nevertheless, some are transcribed, often in a tissue specific manner, and a small fraction retains its ability to mobilize. Retrotransposon expression or mobility are increasingly recognized to contribute to normal development and tissue homeostasis, as well as to aging and disease. While it is well characterized that retrotransposon sequences may provide cis regulatory elements for neighboring genes, how their own expression and mobility are achieved in different somatic contexts is not well understood. Here, using long-read DNA sequencing, we characterize somatic retrotransposition in the Drosophila intestine. We show that retroelement mobility does not change significantly upon aging and is limited to very few active sub-families of retrotransposons. Importantly, we identify a polymorphic donor locus of an endogenous LTR retroviral element rover, active in the intestinal tissue. We reveal that gut activity of the rover donor copy depends on its genomic environment. Without affecting local gene expression, the copy co-opts its upstream enhancer sequence, rich in transcription factor binding sites, for somatic expression. Further we show that escargot, a snail-type transcription factor critical for gut progenitor cell function, can drive transcriptional activity of the active rover copy. These data provide new insights into how locus-specific features allow active retrotransposons to produce functional transcripts and mobilize in a somatic lineage.

genomics↗

CCG interruptions are unstable and hypermethylated in DM1 patients

Myotonic dystrophy type 1 (DM1) exhibits highly heterogeneous clinical manifestations caused by an unstable CTG repeat expansion reaching up to 4,000 CTG. The dynamics of CTG repeats and clinical variability depends on the CTG repeat number, CNG repeat interruptions, DNA methylation, somatic mosaicism, but also gene modifiers. Around 10% of the DM1 population carries triplet repeat interruptions (CCG, CGG, CTC, CAG), which differ in number and nature between DM1 families. CCG interruptions have been associated with stabilization of the CTG repeat expansions and a milder phenotype in the DM1 population. However, the dynamics and precise role of interruptions in CTG repeat instability remain relatively underexplored due to the complexities of analyzing them. In this study, we showed that the number of CCG interruptions within the expansion varies within tissues and between generations using single-molecule real-time long-read sequencing. Although the interrupted expanded alleles showed global stabilization, the CCG interruptions themselves displayed variability across generations and within somatic tissues. Importantly, our findings reveal, for the first time, CCG hypermethylation within the CTG expansion, which is linked to downstream hypermethylation of the repeat. These results support the hypothesis that methylation of CCG interruptions within the expanded DMPK alleles may contribute to the stabilization of trinucleotide repeats.

molecular biology↗

Conserved RNA-binding protein interactions mediate syntologous lncRNA functions

Syntologous long noncoding RNAs (lncRNAs) are loci with conserved genomic positions that often show little or no sequence similarity. Despite diverging primary sequences, lncRNA syntologs from distant species can carry out similar functions. However, determinants underlying conserved functions of syntologous lncRNA transcripts with no sequence similarity remain unknown. Using CASC15 and melanoma formation as a paradigm for fast evolving lncRNAs and their functions, we found that human and zebrafish CASC15 syntologs with no detectable sequence similarity retained their function across 450 million years of evolution. Similar to the casc15-deficient zebrafish, CASC15-mutant human melanoma cells show increased cell migration. Expression of human CASC15 in zebrafish rescues loss of casc15 function by attenuating melanoma formation. This conserved function is supported by a set of RNA-binding proteins, interacting with both zebrafish and human CASC15 transcripts. Together, our findings demonstrate that conserved RNA-protein interactions can define functions of rapidly evolving lncRNA transcripts.

molecular biology↗

Escape from X inactivation is directly modulated by levels of Xist non-coding RNA

In placental females, one copy of the two X chromosomes is largely silenced during a narrow developmental time window, in a process mediated by the non-coding RNA Xist 1. Here, we demonstrate that Xist can initiate X-chromosome inactivation (XCI) well beyond early embryogenesis. By modifying its endogenous level, we show that Xist has the capacity to actively silence genes that escape XCI both in neuronal progenitor cells (NPCs) and in vivo, in mouse embryos. We also show that Xist plays a direct role in eliminating TAD-like structures associated with clusters of escapee genes on the inactive X chromosome, and that this is dependent on Xists XCI initiation partner, SPEN 2. We further demonstrate that Xists function in suppressing gene expression of escapees and topological domain formation is reversible for up to seven days post-induction, but that sustained Xist up-regulation leads to progressively irreversible silencing and CpG island DNA methylation of facultative escapees. Thus, the distinctive transcriptional and regulatory topologies of the silenced X chromosome is actively, directly - and reversibly - controlled by Xist RNA throughout life.

developmental biology↗

Steady-state neuron-predominant LINE-1 encoded ORF1p protein and LINE-1 RNA increase with aging in the mouse and human brain

Recent studies have established a reciprocal causal link between aging and the activation of transposable elements, characterized in particular by a de-repression of LINE-1 retrotransposons. These LINE-1 elements represent 21% of the human genome, but only a minority of these sequences retain the coding potential essential for their mobility. LINE-1 encoded proteins can induce cell toxicity implicated in aging and neurodegenerative diseases. However, our knowledge of the expression and localization of LINE-1-encoded proteins in the central nervous system is limited. Using a novel approach combining atlas-based brain mapping with deep-learning algorithms on large-scale pyramidal brain images, we unveil a heterogeneous, neuron-predominant and widespread ORF1p expression throughout the murine brain at steady-state. In aged mice, ORF1p expression increases significantly which is corroborated in human post-mortem dopaminergic neurons by an increase in young LINE-1 elements including those with open reading frames. Mass spectrometry analysis of endogenous mouse ORF1p revealed novel, neuron-specific protein interactors. These findings contribute to a comprehensive description of the dynamics of LINE-1 and ORF1p expression in the brain at steady-state and in aging and provide insights on ORF1p protein interactions in the brain.

neuroscience↗

Intronic polyadenylation isoforms in the 5' part of genes constitute a source of microproteins and are involved in cell response to cisplatin

Transcript isoforms generated by intronic polyadenylation (IPA) are widely regulated in various biological processes and often encode protein isoforms. Microproteins are small proteins translated from small open reading frames (sORFs) in noncoding RNAs and mRNAs, but their production by IPA isoforms is unknown. Using 3-seq and long-read RNA-seq analyses in lung cancer cells, we show that cisplatin, a DNA-crosslinking anticancer agent, upregulates IPA isoforms relative to full-length mRNAs in long genes. A subset of cisplatin-regulated IPA isoforms are poorly associated with heavy polysomes and terminate upstream of the annotated translation initiation codon of genes. Such IPA isoforms in the PHF20 and PRKAR1B genes are associated with light polysomes, contain Ribo-Seq-supported sORFs in an alternative last exon within the annotated 5UTR part of genes, and are translated into microproteins. For PRKAR1B, the microprotein was detected by Western blot and immunofluorescence after transfection of a tagged isoform; and siRNA depletion of the endogenous IPA isoform, CRISPR deletion of the IPA site, or CRISPR mutation of the sORF initiation codon led to increased cell survival to cisplatin. Based on Ribo-Seq and mass-spectrometry data sets, we identified 156 genes producing both a canonical protein-coding mRNA and a microprotein-coding 5UTR-located IPA isoform (coined miP-5UTR-IPA isoform) regulated by cisplatin. Finally, the regulation of (miP-5UTR-)IPA versus full-length isoforms by cisplatin involved an inhibition of transcription processivity in a FANCD2 and senataxin-dependent manner. Altogether, these findings reveal the novel paradigm of miP-5UTR-IPA genes and their role in cancer cell response to a genotoxic agent. HIGHLIGHTS- Cisplatin increases intronic-polyadenylation versus full-length transcript isoforms in long genes through a FANCD2 and senataxin-dependent decrease of transcription processivity - A subset of cisplatin-regulated intronic-polyadenylation isoforms terminate in the annotated 5UTR part of genes and encode microproteins, thus we coined them miP-5UTR-IPA isoforms - The miP-5UTR-IPA isoform of PRKAR1B impacts cisplatin sensitivity and its effect is mediated by its small ORF - We identify 156 genes producing both a canonical protein-coding mRNA and a microprotein-coding miP-5UTR-IPA transcript

molecular biology↗

MET functions in tumour progression and therapy resistance are repressed by intronic polyadenylation

Intronic polyadenylation (IPA) leads to the production of transcript isoforms with alternative last exons in thousands of mammalian genes. Widespread regulation of IPA isoforms was observed during oncogenic transformation and in tumours versus healthy tissues, and several IPA isoforms were involved in oncogenesis. However, little is known about the potential involvement of IPA in tumour progression, such as cancer cell invasiveness and metastasis, and in resistance to anticancer therapies. Here, we show that an IPA isoform of MET (short MET) whose production is inhibited by U1 snRNP (U1), an essential ribonucleoprotein complex that recognizes the 5 exon-intron junction of pre-mRNA, is associated with better prognosis in breast cancer. Induction of the short MET isoform, using a steric-blocking antisense oligonucleotide targeting the U1 binding site in the vicinity of the short MET alternative polyadenylation site, antagonizes cell invasiveness. U1 blockade with an antisense oligonucleotide targeting the U1 snRNA also decreases breast cancer cell invasiveness, in both human and mouse cancer cell models, and this effect involves IPA induction in MET and several genes belonging to the RAS/RAF/MAPK signalling pathway. Finally, short MET relieves melanoma cell resistance to MAPK cascade-targeted therapy in vitro and in vivo. IPA isoform levels of MET and a few other genes (mTOR, EGFR and CTNNA1) help predict such resistance in patients. Altogether, our findings provide evidence for a role of IPA in both cancer cell invasiveness and resistance to therapy. This suggests that IPA isoforms can be exploited as biomarkers and therapeutic targets to combat tumour progression.

molecular biology↗

Spatio-temporal X-linked gene reactivation and site-specific retention of epigenetic silencing in the in vivo germline.

Random X-chromosome inactivation (XCI) is a hallmark of female mammalian somatic cells. This epigenetic mechanism, mediated by the long non-coding RNA Xist, occurs in the epiblast and is stably maintained to ensure proper dosage compensation of X-linked genes during life. However, this silencing is lost during primordial germ cell (PGC) development. Using a combination of single-cell allele-specific RNA sequencing and low-input chromatin profiling in developing in vivo PGC, we provide unprecedented detailed maps of gene reactivation. We demonstrated that PGC still carry a fully silent X chromosome on embryonic day (E) 9.5, despite the loss of Xist expression. X-linked genes are then gradually reactivated outside the Xist first-bound regions. At E12.5, a significant part of the inactive X chromosome (Xi) still resists reactivation, carrying an epigenetic memory of its silencing. Late-reactivated genes are enriched in repressive chromatin marks, including DNA methylation and H3K27me3 marks. Our results define the timing of reactivation of the silent X chromosome a key event in female PGC reprogramming with direct implications for reproduction.

developmental biology↗

Molecular Underpinnings and Environmental Drivers of Spontaneous Loss of Heterozygosity in Drosophila Intestinal Stem Cells

The genome stability of adult stem cells is of particular importance as these cells maintain long-term self-renewal capacity and can contribute extensively to adult tissues. During development and aging, genome mutation leading to loss of heterozygosity (LOH) can uncover recessive phenotypes and be propagated within tissue compartments. This phenomenon occurs in normal human tissues, and is prevalent in pathological genetic conditions and cancers. While previous studies in yeast have defined distinct DNA repair mechanisms that can promote LOH, the predominant pathways underlying LOH in complex somatic tissues of multicellular organisms arenot well understood. In addition, how environmental triggers such as pathogenic bacterial infection may impact LOH is unclear. Here, we investigate the mechanisms giving rise to LOH in adult intestinal stem cells in Drosophila. Our data indicate that infection with the enteric pathogenic bacteria, Erwinia carotovora carotovora 15 but not Pseudomonas entomophila increases LOH frequency. Using whole-genome sequencing of somatic LOH events, we demonstrate that they arise primarily via mitotic recombination. Molecular features of recombination sites and genetic evidence argue against formation via break-induced replication and instead support cross-over events arising from double Holliday junction-based repair. This study provides a mechanistic understanding of mitotic recombination in stem cells in vivo, an important mediator of LOH.

developmental biology↗

Uncoupling from transcription protects polyadenylation site cleavage from inhibition by DNA damage

Pre-mRNA 3-end processing by cleavage and polyadenylation (CPA) is a nuclear process in which RNA polymerase II (Pol II) transcripts are cleaved at the polyadenylation site (PAS cleavage) before addition of a poly(A) tail. While PAS cleavage is usually coupled to transcription termination, for some pre-mRNAs it occurs post-transcriptionally, i.e. after pre-mRNA release from chromatin to nucleoplasm through a downstream co-transcriptional cleavage (CoTC) event. DNA-damaging agents such as ultraviolet-C (UV) irradiation trigger rapid shutdown of pre-mRNA 3-end processing. However, specific compensatory mechanisms exist to ensure efficient 3-end processing for some pre-mRNAs encoding proteins involved in the DNA damage response (DDR), such as the p53 tumor suppressor protein. Here, we show that PAS cleavage of the p53 pre-mRNA occurs in part post-transcriptionally, in a PCF11-independent manner, in the nucleoplasm, following a CoTC-type event. Upon UV-irradiation, cells with an engineered deletion of the p53 CoTC site exhibit impaired 3-end processing of the p53 pre-mRNA, decreased mRNA and protein levels of p53 and its transcriptional target, p21, and altered cell cycle progression. Finally, using a transcriptome-wide analysis of PAS cleavage, we identified additional-including DDR related-pre-mRNAs whose PAS cleavage is maintained in response to UV and occurs post-transcriptionally. These findings indicate that CoTC-type cleavage of pre-mRNAs, followed by PAS cleavage in the nucleoplasm, allows specific pre-mRNAs to escape 3-end processing inhibition in response to UV-induced DNA damage.

molecular biology↗

Discovery of a druggable copper-signaling pathway that drives cell plasticity and inflammation

Inflammation is a complex physiological process triggered in response to harmful stimuli. It involves specialized cells of the immune system able to clear sources of cell injury and damaged tissues to promote repair. Excessive inflammation can occur as a result of infections and is a hallmark of several diseases. The molecular basis underlying inflammatory responses are not fully understood. Here, we show that the cell surface marker CD44, which characterizes activated immune cells, acts as a metal transporter that promotes copper uptake. We identified a chemically reactive pool of copper(II) in mitochondria of inflammatory macrophages that catalyzes NAD(H) redox cycling by activating hydrogen peroxide. Maintenance of NAD+ enables metabolic and epigenetic programming towards the inflammatory state. Targeting mitochondrial copper(II) with a rationally-designed dimer of metformin triggers distinct metabolic and epigenetic states that oppose macrophage activation. This drug reduces inflammation in mouse models of bacterial and viral (SARS-CoV-2) infections, improves well-being and increases survival. Identifying mechanisms that regulate the plasticity of immune cells provides the means to develop next-generation medicine. Our work illuminates the central role of copper as a regulator of cell plasticity and unveils a new therapeutic strategy based on metabolic reprogramming and the control of epigenetic cell states.

cell biology↗