Sebastian Duchene
@sebduchene.bsky.social
46 followers 140 following 6 posts
🦠🧬💻 Researcher in infectious disease evolution Group leader at Instiut Pasteur, Paris https://research.pasteur.fr/en/member/sebastian-duchene-garzon/ Keen swimmer 🏊🏼‍♂️, runner 👟, and beach lover 🌊🤿🏖️ Views are my own
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sebduchene.bsky.social
In analyses of ancient HBV, we argue that prior sensitivity is more important than tests of temporal signal. We provide some guidelines for assessing the reliability of estimates derived form the molecular clock. (3/3)
sebduchene.bsky.social
We describe the relationship between two fundamental concepts in molecular evolution, the phylodynamic threshold and measurably evolving populations, and the role of tests of temporal signal. (2/3)
sebduchene.bsky.social
I thought I’d share a recent article in collaboration with Ariane Weber and Sanni Översti ( @mpi) , and Julia Kende (
@pasteur.fr).

www.biorxiv.org/content/10.1...

Summary in replies (1/3)
The phylodynamic threshold of measurably evolving populations
The molecular clock is a fundamental tool for understanding the time and pace of evolution, requiring calibration information alongside molecular data. Sampling times are often used for calibration since some organisms accumulate enough mutations over the course of their sampling period. This practice ties two key concepts: measurably evolving populations and the phylodynamic threshold. Current dogma suggests that populations meeting these criteria are suitable for molecular clock calibration via sampling times. However, the definitions and implications of these concepts remain unclear. Using Hepatitis B virus-like simulations and analyses of empirical data, this study shows that determining whether a population is measurably evolving or has reached the phylodynamic threshold does not only depend on the data, but also on model assumptions and sampling strategies. In Bayesian applications, a lack of temporal signal due to a narrow sampling window results in a prior that is overly informative relative to the data, such that a prior that is potentially misleading typically requires a wider sampling window than one that is reasonable. In our analyses we demonstrate that assessing prior sensitivity is more important than the outcome of tests of temporal signal. Our results offer guidelines to improve molecular clock inferences and highlight limitations in molecular sequence sampling procedures. ### Competing Interest Statement The authors have declared no competing interest. Agence Nationale de la Recherche, https://ror.org/00rbzpz17, ANR-16-CONV-0005
www.biorxiv.org
sebduchene.bsky.social
In analyses of ancient HBV, we argue that prior sensitivity is more important than tests of temporal signal. We provide some guidelines for assessing the reliability of estimates derived form the molecular clock. (3/3)
sebduchene.bsky.social
We describe the relationship between two fundamental concepts in molecular evolution, the phylodynamic threshold and measurably evolving populations, and the role of tests of temporal signal. (2/3)
Reposted by Sebastian Duchene
Reposted by Sebastian Duchene
kgandersen.bsky.social
You might be wondering why we haven't updated outbreak.info for months.

Well, the reason is that GISAID cut our access in January - as they did others. Without telling us.

After a ♾️ back and forth, that is now permanent.

More on that soon - and why GISAID should not be trusted with critical data.
Reposted by Sebastian Duchene
rmcelreath.bsky.social
For simple estimands, treating everything as Gaussian works unreasonably well! But lots to learn from less simple estimands. @avehtari.bsky.social has a nice case study examining this (part of our forthcoming book on workflow) users.aalto.fi/~ave/casestu...
dingdingpeng.the100.ci
Fitting a generalized mixed model with a gamma distribution log link and random slopes to reaction time data to arrive at precisely the same point estimate as the authors did by simply averaging and conducting a t-test: