Biology subjects

Tanguy, M.

Publications and source records attributed to Tanguy, M..

4 recordsLinked to original sources

bioRxiv2024

SAVANA: reliable analysis of somatic structural variants and copy number aberrations in clinical samples using long-read sequencing

Accurate detection of somatic structural variants (SVs) and copy number aberrations (SCNAs) is critical to inform the diagnosis and treatment of human cancers. Here, we describe SAVANA, a computationally efficient algorithm designed for the joint analysis of somatic SVs, SCNAs, tumour purity and ploidy using long-read sequencing data. SAVANA relies on machine learning to distinguish true somatic SVs from artefacts and provide prediction errors for individual SVs. Using high-depth Illumina and nanopore whole-genome sequencing data for 99 human tumours and matched normal samples, we establish best practices for benchmarking SV detection algorithms across the entire genome in an unbiased and data-driven manner using simulated and sequencing replicates of tumour and matched normal samples. SAVANA shows significantly higher sensitivity, and 9- and 59-times higher specificity than the second and third-best performing algorithms, yielding orders of magnitude fewer false positives in comparison to existing long-read sequencing tools across various clonality levels, genomic regions, SV types and SV sizes. In addition, SAVANA harnesses long-range phasing information to detect somatic SVs and SCNAs at single-haplotype resolution. SVs reported by SAVANA are highly consistent with those detected using short-read sequencing, including complex events causing oncogene amplification and tumour suppressor gene inactivation. In summary, SAVANA enables the application of long-read sequencing to detect SVs and SCNAs reliably in clinical samples.

cancer biology↗

bioRxiv2023

Mechanisms underpinning osteosarcoma genome complexity and evolution

Osteosarcoma is the most common primary cancer of bone with a peak incidence in children and young adults. Despite progress, the genomic aberrations underpinning osteosarcoma evolution remain poorly understood. Using multi-region whole-genome sequencing, we find that chromothripsis is an ongoing mutational process, occurring subclonally in 74% of tumours. Chromothripsis drives the acquisition of oncogenic mutations and generates highly unstable derivative chromosomes, the evolution of which drives clonal diversification and intra-tumour heterogeneity. In addition, we report a novel mechanism, loss-translocation-amplification (LTA) chromothripsis, which mediates rapid malignant transformation and punctuated evolution in about half of paediatric and adult high-grade osteosarcomas. Specifically, a single double-strand break triggers concomitant TP53 inactivation and segmental amplifications, often amplifying oncogenes to high copy numbers in extrachromosomal circular DNA elements through breakage-fusion-bridge cycles involving multiple chromosomes. LTA chromothripsis is detected at low frequency in soft-tissue sarcomas, but not in epithelial cancers, including those driven by TP53 mutation. Finally, we identify genome-wide loss of heterozygosity as a strong prognostic indicator for high-grade osteosarcoma.

cancer biology↗

bioRxiv2017

Pan-arthropod analysis reveals somatic piRNAs as an ancestral TE defence

In animals, small RNA molecules termed PIWI-interacting RNAs (piRNAs) silence transposable elements (TEs), protecting the germline from genomic instability and mutation. piRNAs have been detected in the soma in a few animals, but these are believed to be specific adaptations of individual species. Here, we report that somatic piRNAs were likely present in the ancestral arthropod more than 500 million years ago. Analysis of 20 species across the arthropod phylum suggests that somatic piRNAs targeting TEs and mRNAs are common among arthropods. The presence of an RNA-dependent RNA polymerase in chelicerates (horseshoe crabs, spiders, scorpions) suggests that arthropods originally used a plant-like RNA interference mechanism to silence TEs. Our results call into question the view that the ancestral role of the piRNA pathway was to protect the germline and demonstrate that small RNA silencing pathways have been repurposed for both somatic and germline functions throughout arthropod evolution.

evolutionary biology↗

bioRxiv2017

An alternative STAT signaling pathway acts in antiviral immunity in Caenorhabditis elegans

Across metazoans, innate immunity is vital in defending organisms against viral infection. In mammals, antiviral innate immunity is orchestrated by interferon signaling, activating the STAT transcription factors downstream of the JAK kinases to induce expression of antiviral effector genes. In the nematode C. elegans, which lacks the interferon system, the major antiviral response so far described is RNA interference but whether additional gene expression responses are employed is not known. Here we show that, despite the absence of both interferon and JAK, the C. elegans STAT homologue STA-1 orchestrates antiviral immunity. Intriguingly, mutants lacking STA-1 show increased resistance to antiviral infection. Using gene expression analysis and chromatin immunoprecipitation we show that, in contrast to the mammalian pathway, STA-1 acts as a transcriptional repressor. Thus STA-1 might act to suppress a constitutive antiviral response in the absence of infection. Using a reverse genetic screen we identify the SID-3 as a kinase upstream of STA-1 in the response to infection. Together, our work identifies a novel STAT regulatory cascade controlling its activity in antiviral resistance, illustrating the complex evolutionary trajectory displayed by innate immune signaling pathways across metazoan organisms.

immunology↗