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Trevor Cousins

@trevorcousins

human genetics & AI @ Illumina. Previously: PhD student in the Durbin group @ Uni of Cambridge, and visiting researcher at the Reich Lab @ Harvard University.

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Latest posts by Trevor Cousins @trevorcousins

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Not Just Ne Ne-More: New Applications for SMC from Ecology to Phylogenies Abstract. Genomes contain the mutational footprint of an organism’s evolutionary history, shaped by diverse forces including ecological factors, selective

In a new GBE Review, @david-peede.bsky.social et al. overview the SMC model and extensions, discuss examples of discoveries made with the help of SMC-based inference, and comment on the assumptions, benefits, and drawbacks of various methods.

πŸ”— doi.org/10.1093/gbe/...

#genome #evolution #compbio

08.01.2026 08:05 πŸ‘ 36 πŸ” 20 πŸ’¬ 1 πŸ“Œ 2

*colleagues: Arun Durvasula , Anastasia Ignatieva, Toby G L Kovacs, Alba Nieto, Emily E Puckett, Elizabeth T Chevy

08.01.2026 01:05 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

We hope it will be useful for anyone interested in probabilistic inference of demographic history (e.g. population size changes, gene-flow/migration/structure, multi-species coalescent, ARGs...but also ecological life history traits such as selfing and dormancy)

08.01.2026 01:04 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Not Just Ne Ne-More: New Applications for SMC from Ecology to Phylogenies Abstract. Genomes contain the mutational footprint of an organism’s evolutionary history, shaped by diverse forces including ecological factors, selective

Davide Peede & colleagues* (with input from me) have written a review paper on applications of the SMC model academic.oup.com/gbe/article/...

We discuss what is the SMC approximation and why it is important, and then discuss many methods that use its machinery to infer various aspects of biology.

08.01.2026 00:56 πŸ‘ 9 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0
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A structured coalescent model reveals deep ancestral structure shared by all modern humans - Nature Genetics The cobraa model extends the pairwise sequentially Markovian coalescent to identify structured population history by examination of the model transition matrix. Applied to human polymorphism data, cob...

Our paper on ancient human population structure is now published. We find that the ancestors of modern humans lived in multiple populations during the period when Homo sapiens evolved in Africa. www.nature.com/articles/s41...

18.03.2025 22:21 πŸ‘ 121 πŸ” 52 πŸ’¬ 2 πŸ“Œ 4