Biology subjects

Safieddine, A.

Publications and source records attributed to Safieddine, A..

5 recordsLinked to original sources

bioRxiv2026

Loss of MTPAP disrupts mitochondrial RNA processing causing upregulation of type I interferon signalling

Mitochondrial poly-A polymerase (MTPAP) is essential for mitochondrial mRNA (mt-mRNA) polyadenylation, a critical step in mt-mRNA maturation. Mutations in MTPAP have been reported to cause a mitochondrial cytopathy. Here, we provide evidence of enhanced type I interferon (IFN) signalling in the blood of patients carrying mutations in MTPAP. Further, deletion of MTPAP in a fibroblast cell model led to abnormalities in mitochondrial respiration and mtRNA processing, and an upregulation of type I IFN signalling. Notably, both in patients fibroblast and in MTPAP-deleted cells, we observed the accumulation of non-coding mtRNA and mitochondrial double-stranded RNA (mt-dsRNA) within enlarged mitochondrial RNA granules. Cytosolic release of mt-dsRNA led to type I IFN induction mediated primarily by the RNA sensor MDA5 and its adaptor MAVS. Our findings reveal a novel consequence of MTPAP dysfunction, highlighting how impaired mtRNA maturation can drive innate immune system activation.

cell biology↗

bioRxiv2025

A Deep Learning approach for time-consistent cell cycle phase prediction from microscopy data

The cell cycle consists of four phases and impacts most cellular processes. In imaging assays, the cycle phase can be identified using dedicated cell-cycle markers. However, such markers occupy fluorescent channels that may be needed for other reporters. Here, we propose to address this limitation by inferring the phase from a widely used fluorescent reporter: SiR-DNA. Our method is based on a variational auto-encoder, enhanced with two auxiliary tasks: predicting the intensity of phase-specific markers and enforcing the latent space temporal consistency. Our model is freely available, along with a new dataset comprising over 600,000 annotated HeLa Kyoto nuclear images.

bioinformatics↗

bioRxiv2022

Condensate functionalization with motors directs their nucleation in space and allows manipulating RNA localization

The localization of RNAs in cells is critical for many cellular processes. Whereas motor-driven transport of RNP condensates plays a prominent role in RNA localization in cells, their studies remain limited by the scarcity of available tools allowing to manipulate condensates in a spatial manner. To fill this gap, we reconstitute in cellula a minimal RNP transport system based on bioengineered condensates which were functionalized with kinesins and dynein-like motors, allowing for their positioning at either the cell periphery or centrosomes. This targeting mostly occurs through the active transport of the condensate scaffolds, which leads to localized nucleation of phase-separated condensates. Then, programming the condensates to recruit specific mRNAs is able to shift the localization of these mRNAs towards the cell periphery or the centrosomes. Our method opens novel perspectives to examine the role of RNA localization as a driver of cellular functions.

cell biology↗

bioRxiv2021

FISH-quant v2: a scalable and modular analysis tool for smFISH image analysis

Regulation of RNA abundance and localization is a key step in gene expression control. Single-molecule RNA fluorescence in-situ hybridization (smFISH) is a widely used single-cell-single-molecule imaging technique enabling a quantitative understanding of gene expression and its regulatory mechanisms. Recent progress in experimental techniques provides larger data-sets, requiring adequate tools for data analysis and exploration. Here, we present FISH-quant v2, a highly modular analysis tool accessible both for non-experts and experts, which we validated and applied on large-scale smFISH image datasets. Our package allows the user to detect isolated and clustered mRNA spots, segment nuclei and cells, quantify RNA localization patterns and visualize these results at the single-cell level.

bioinformatics↗

bioRxiv2020

A conserved choreography of mRNAs at centrosomes reveals a localization mechanism involving active polysome transport

Local translation allows for a spatial control of gene expression. Here, we used high-throughput smFISH to screen centrosomal protein-coding genes, and we describe 8 human mRNAs accumulating at centrosomes. These mRNAs localize at different stages during cell cycle with a remarkable choreography, indicating a finely regulated translational program at centrosomes. Interestingly, drug treatments and reporter analyses revealed a common translation-dependent localization mechanism requiring the nascent protein. Using ASPM and NUMA1 as models, single mRNA and polysome imaging revealed active movements of endogenous polysomes towards the centrosome at the onset of mitosis, when these mRNAs start localizing. ASPM polysomes associate with microtubules and localize by either motor-driven transport or microtubule pulling. Remarkably, the Drosophila orthologs of the human centrosomal mRNAs also localize to centrosomes and also require translation. These data identify a conserved family of centrosomal mRNAs that localize by active polysomes transport mediated by nascent proteins.

cell biology↗