Biology subjects

Noble, M.

Publications and source records attributed to Noble, M..

6 recordsLinked to original sources

bioRxiv2026

STAPLE: automating spatial transcriptomics analysis and AI interpretation

Spatial transcriptomics workflows often span separate tools for cell typing, neighborhoods, and cell-cell communication, yielding fragmented outputs that hinder scalability, interpretation, and reproducibility. STAPLE systematizes analyses across distinct methods into a modular framework, unifying data structures and cross-tool interoperability. End-to-end analyses are performed unassisted with a single invocation, fostering rigorous, reproducible spatial transcriptomics analysis. Its novel, AI-enabled reporting layer synthesizes quantitative results into summaries of biological findings, facilitating analysis interpretation.

bioinformatics↗

bioRxiv2024

XRN1 supplies free nucleotides to feed alphavirus replication

Several RNA viruses induce widespread degradation of cellular mRNAs upon infection; however, the biological significance and mechanistic details of this phenomenon remain unknown. Here, we make use of a model alphavirus, Sindbis virus (SINV), to fill this knowledge gap. We found that SINV triggers cellular RNA decay through the exonuclease XRN1 and the 5-to-3 degradation machinery (5-3DM). These proteins accumulate at viral replication organelles (VROs) and interact with the non-structural protein 1 (nsP1), bringing mRNA degradation into proximity with vRNA synthesis. Our data suggest that monophosphate nucleotides released by cellular RNA decay are recycled through the salvage pathway to feed viral replications. Our work thus reveals a fundamental connection between cellular mRNA degradation and viral replication via nucleotides repurposing. Research highlightsO_LI5-3 RNA decay is essential for the replication of a wide range of viruses. C_LIO_LIXRN1 directly interacts with transcripts which are degraded during infection. C_LIO_LIRNA decay factors and salvage pathway members localise to viral factories. C_LIO_LISupplying nucleosides to several 5-3DM deficient cells facilitates SINV infection. C_LI

biochemistry↗

bioRxiv2024

RNA promotes mitochondrial import of F1-ATP synthase subunit alpha (ATP5A1)

Most mitochondrial proteins are encoded by the nuclear genome, translated as precursor proteins in the cytosol and matured during directed import into the mitochondria 1. For many mitochondrial proteins this process is carefully regulated to meet demand and to avoid mitochondrial stress 2,3,4. Recently, mitochondrial F1-ATP synthase subunits have been found to interact with RNA across various eukaryotes. This includes genome wide RNA-interactome studies from yeast 5-7, fruit flies 8,9, plants 10-12, mice 13-17 and humans 18-24. To shed light on this unexpected observation, we determined the interacting cellular RNAs of ATP5A1 and the subcellular sites of interaction. Using RNA binding-deficient mutants of ATP5A1 and functional assays, we show that specific cytosolic RNAs bind ATP5A1 precursor proteins at the outer surface of mitochondria and promote their mitochondrial import both in vitro and in cellulo. These findings add an unexpected twist to understanding mitochondrial protein import and expand the growing list of riboregulated cellular processes.

cell biology↗

bioRxiv2023

Cytosolic RNA binding of the mitochondrial TCA cycle enzyme malate dehydrogenase (MDH2)

Several enzymes of intermediary metabolism have been identified to bind RNA in cells, with potential consequences for the bound RNAs and/or the enzyme. In this study, we investigate the RNA-binding activity of the mitochondrial enzyme malate dehydrogenase 2 (MDH2), which functions in the tricarboxylic acid (TCA) cycle and the malate-aspartate shuttle. We confirmed in cellulo RNA-binding of MDH2 using orthogonal biochemical assays and performed enhanced crosslinking and immunoprecipitation (eCLIP) to identify the cellular RNAs associated with endogenous MDH2. Surprisingly, MDH2 preferentially binds cytosolic over mitochondrial RNAs, although the latter are abundant in the milieu of the mature protein. Subcellular fractionation followed by RNA-binding assays revealed that MDH2-RNA interactions occur predominantly outside of mitochondria. We also found that a cytosolically-retained N-terminal deletion mutant of MDH2 is competent to bind RNA, indicating that mitochondrial targeting is dispensable for MDH2-RNA interactions. MDH2 RNA binding increased when cellular NAD+ levels (MDH2s co-factor) was pharmacologically diminished, suggesting that the metabolic state of cells affects RNA binding. Taken together, our data implicate an as yet unidentified function of MDH2 binding RNA in the cytosol.

cell biology↗

bioRxiv2023

Human DCP1 promotes mRNA decapping by enhancing the RNA binding affinity of DCP2

The mRNA 5-cap structure removal by the decapping enzyme DCP2 is a critical step in gene regulation. While DCP2 is the catalytic subunit in the decapping complex, its activity is strongly enhanced by multiple factors, particularly DCP1, which is the major activator in yeast. However, the precise role of DCP1 in metazoans has yet to be fully elucidated. Moreover, in humans, the specific biological functions of the two DCP1 paralogs, DCP1a and DCP1b, remain largely unknown. To investigate the role of human DCP1, we generated cell-lines that were deficient in DCP1a, DCP1b or both to evaluate the importance of DCP1 in the decapping machinery. Our results highlight the importance of human DCP1 in decapping process and show that the EVH1 domain of DCP1 enhances the mRNA-binding affinity of DCP2. Transcriptome and metabolome analyses outline the distinct functions of DCP1a and DCP1b in human cells, regulating specific endogenous mRNA targets and biological processes. Overall, our findings provide insights into the molecular mechanism of human DCP1 in mRNA decapping and shed light on the distinct functions of its paralogs.

molecular biology↗

bioRxiv2021

Allelic variation in Class I HLA determines pre-existing memory responses to SARS-CoV-2 that shape the CD8+ T cell repertoire upon viral exposure

Effective presentation of antigens by HLA class I molecules to CD8+ T cells is required for viral elimination and generation of long-term immunological memory. In this study, we applied a single-cell, multi-omic technology to generate the first unified ex vivo characterization of the CD8+ T cell response to SARS-CoV-2 across 4 major HLA class I alleles. We found that HLA genotype conditions key features of epitope specificity, TCR /{beta} sequence diversity, and the utilization of pre-existing SARS-CoV-2 reactive memory T cell pools. Single-cell transcriptomics revealed functionally diverse T cell phenotypes of SARS-CoV-2-reactive T cells, associated with both disease stage and epitope specificity. Our results show that HLA variations influence pre-existing immunity to SARS-CoV-2 and shape the immune repertoire upon subsequent viral exposure. One-Sentence SummaryWe perform a unified, multi-omic characterization of the CD8+ T cell response to SARS-CoV-2, revealing pre-existing immunity conditioned by HLA genotype.

immunology↗