Mathieu Gautier

@mgda76.bsky.social

Population Geneticist at INRAE (France)

It's been 30 years (!!!) since the conceptualization of GWAS. GWAS has driven tons of discoveries, but with recent experimental developments (CRISPR, single-cell omics), we thought it was time to think about how to drive the next 30 years of human genetics. doi.org/10.5281/zeno...

Trait Causal Models: from GWAS, perturbations, and omics to predictive models of human biology

A central goal of human genetics is to understand the molecular pathways that link genes to functions in cells and tissues, and ultimately to their roles in health and disease. Genome-wide association...

doi.org

I hate to do this with real data, but this is a persistent data vis issue in chromosome synteny riparian plots that we Need to get better at. Left, a synteny plot published today. Right, a rearranged version with exactly the same gross arrangement but with reordered chromosomes:

chromosome synteny riparian plot in which every chromosome has crossing lineschromosome synteny plot in which no chromosomes have crossing lines. The underlying structure is identical.

For those interested in invasion biology, this review discusses new approaches for testing the Anthropogenically Induced Adaptation to Invade (AIAI) hypothesis using population genomics and environmental genomic analyses. doi.org/10.1016/j.tr...

Can habitat modification in the native range promote invasion?

The anthropogenically induced adaptation to invade (AIAI) hypothesis posits that selection in human-modified habitats within native ranges can adapt p…

sciencedirect.com

How good is MiniBWA, the successor to BWA? To test it, I ran MiniBWA on sequencing from 76 different species, comparing mapping speed, rate and accuracy with BWA MEM. In short, it's really good. If you map short reads, it's well worth your time. andrewcarroll.github.io/2026/06/30/t...

The Best of Both Worlds - Assessing MiniBWA

Recently, Heng Li released MiniBWA (GitHub) alongside a paper by Heng Li and Nils Homer describing the method (paper). MiniBWA builds on the approaches in Minimap2 (also by Heng Li), but falls back on...

andrewcarroll.github.io

H

Minibwa is a hybrid of bwa-mem and minimap2 and the successor of bwa-mem for short-read mapping. ~4X/2.5X as fast as bwa-mem/bwa-mem2 for WGS reads at comparable accuracy. Native support of directional bisulfite-seq. Applicable to long reads. Preprint at arxiv.org/abs/2606.15357

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This is really big (if it works!)—a big limitation for the use of R in simulation up to this point has been memory bloat. I’ve had to turn off parallel processing/reduce the number of workers many times in my {targets} workflows due to OOM errors. Hopefully this will solve that problem #RStats

Charlie Gao@shikokuchuo.net · 7mo ago

Just released mori 0.1.0 on CRAN — a new R package for shared memory across processes. Parallel R no longer has to mean duplicating your dataset in every worker's RAM. opensource.posit.co/blog/2026-04... 🧵 1/3