Ben Good
@benjaminhgood.bsky.social
890 followers 350 following 20 posts
Assistant Professor of Applied Physics @Stanford. Theoretical biophysics. Evolutionary dynamics. Microbial evolution. https://bgoodlab.github.io/
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benjaminhgood.bsky.social
Excited to share a new preprint w/ the Sonnenberg lab, led by Matt Carter, @zzzhiru.bsky.social & @mattolm.bsky.social. We analyzed the microbiomes of two non-industrialized populations from opposite sides of the globe to try to reconstruct the recent evolutionary history of our gut microbiota.
Prehistoric Global Migration of Vanishing Gut Microbes With Humans
The gut microbiome is crucial for health and greatly affected by lifestyle. Many microbes common in non-industrialized populations are disappearing or extinct in industrialized populations. Understand...
www.biorxiv.org
Reposted by Ben Good
vscooper.micropopbio.org
🚨 Microbiologists! We are recruiting Assistant / Associate Professors in 3 collaborative areas of our U. Pittsburgh School of Medicine.
1) MMG (my dept): fundamental research in med micro
2) Peds ID / I4Kids institute
3) Center for Vaccine Research
🔗 to all 3 w/info: www.linkedin.com/posts/vaughn...
Faculty Professor Associate - Full-Time | Vaughn Cooper
We are recruiting Faculty microbiologists in three (3) different, complementary, and collaborative areas at the University of Pittsburgh associated with the School of Medicine. 1) Fundamental researc...
www.linkedin.com
Reposted by Ben Good
gbazykin.bsky.social
Now hiring a computational postdoc (evolutionary genomics, molecular evolution) in my lab at Emory University.
If you’re interested in population genetics, fitness landscapes, and viral evolution — get in touch.
faculty-emory.icims.com/jobs/151181/...
Careers | Emory University | Atlanta GA
faculty-emory.icims.com
Reposted by Ben Good
alisonfeder.bsky.social
The constant barrage of terrible news on bluesky has made me feel weird about promoting papers, but people in the lab have been doing so much amazing work over the past few months that I want to share a few brief teasers/links:
Reposted by Ben Good
joaoascensao.bsky.social
How common are frequency dependent fitness effects?

New preprint out today 👇
doi.org/10.1101/2025...
Frequency-dependent fitness effects are ubiquitous
In simple microbial populations, the fitness effects of most selected mutations are generally taken to be constant, independent of genotype frequency. This assumption underpins predictions about evolutionary dynamics, epistatic interactions, and the maintenance of genetic diversity in populations. Here, we systematically test this assumption using beneficial mutations from early generations of the Escherichia coli Long-Term Evolution Experiment (LTEE). Using flow cytometry-based competition assays, we find that frequency-dependent fitness effects are the norm rather than the exception, occurring in approximately 80\% of strain pairs tested. Most competitions exhibit negative frequency-dependence, where fitness advantages decline as mutant frequency increases. Furthermore, we demonstrate that the strength of frequency-dependence is predictable from invasion fitness measurements, with invasion fitness explaining approximately half of the biological variation in frequency-dependent slopes. Additionally, we observe violations of fitness transitivity in several strain combinations, indicating that competitive relationships cannot always be predicted from fitness relative to a single reference strain alone. Through high-resolution measurements of within-growth cycle dynamics, we show that simple resource competition explains a substantial portion of the frequency-dependence: when faster-growing genotypes dominate populations, they deplete shared resources more rapidly, reducing the time available for fitness differences to accumulate. Our results demonstrate that even in a simple model system designed to minimize ecological complexity, subtle ecological interactions between closely related genotypes create frequency-dependent selection that can fundamentally alter evolutionary dynamics. ### Competing Interest Statement The authors have declared no competing interest.
doi.org
benjaminhgood.bsky.social
Drifting into speculation: I think these data support the picture that gut microbes can spread much faster than human genes. Strong geographic barriers can be still be very important (as in the Tsimane & Hadza case) but the magnitude of this effect
stands out compared to other contemporary pop'ns.
Limited codiversification of the gut microbiota with humans
A recent study by Suzuki & Fitzstevens et al ([1][1]) argued that dozens of species of gut bacteria have codiversified with modern human populations. Reanalysis of their data reveals that the correlat...
www.biorxiv.org
benjaminhgood.bsky.social
Interestingly, of the subset of species shared w/ industrialized pop'ns, some show evidence of recent transmission, while others suggest a more ancient association. Among these, the genetic isolation between Tsimane & Hadza strains was generally larger than between comparable industrialized pop'ns
A figure panel depicting the amount of recent strain sharing of Ruminococcus bromii strains between different human populations.
benjaminhgood.bsky.social
We developed several methods to detect & date the onset of genetic isolation between these microbial pop'ns, which leverage the fact that gut bacteria constantly exchange DNA w/ each other. In most species, we found patterns of divergence & gene flow consistent w/ prehistoric co-migration w/ humans.
Dynamics of bacterial recombination in the human gut microbiome
Recombination is a ubiquitous force in bacterial evolution, but its dynamics are poorly characterized in many natural populations. This study presents a metagenomic approach for quantifying the landsc...
journals.plos.org
benjaminhgood.bsky.social
We were surprised to see right off the bat that - despite their long history of geographic separation - most of the microbial species in the Tsimane microbiome were also found in the Hadza (and most of these are either rare or absent in industrialized populations).
A figure panel from the paper showing the relative fraction of microbial species observed in the Tsimane and Hadza cohorts.
benjaminhgood.bsky.social
Benefiting from decades of work by the Tsimane Life History Project (tsimane.anth.ucsb.edu) and a previous set of samples collected by Melanie Martin, @danielsprockett.bsky.social & co, we used deep metagenomic sequencing to reconstruct ~12k microbial genomes from ~80 Tsimane adults.
The UNM-UCSB Tsimane Health and Life History Project
The UNM-Tsimane Health and Life History Project
tsimane.anth.ucsb.edu
benjaminhgood.bsky.social
Here we tried to get around this challenge by analyzing two geographically distant populations – the Tsimane of Bolivia and the Hadza of Tanzania – whose ancestors have been separated for more than 10,000 years prior to recent human globalization.
benjaminhgood.bsky.social
Why am I so excited about this work? There’s been a lot of interest in understanding how gut bacteria might have evolved (or co-evolved) w/ humans. But the plasticity of the microbiome can make it difficult to distinguish long-term associations from more recent acquisitions from the environment.
benjaminhgood.bsky.social
Excited to share a new preprint w/ the Sonnenberg lab, led by Matt Carter, @zzzhiru.bsky.social & @mattolm.bsky.social. We analyzed the microbiomes of two non-industrialized populations from opposite sides of the globe to try to reconstruct the recent evolutionary history of our gut microbiota.
Prehistoric Global Migration of Vanishing Gut Microbes With Humans
The gut microbiome is crucial for health and greatly affected by lifestyle. Many microbes common in non-industrialized populations are disappearing or extinct in industrialized populations. Understand...
www.biorxiv.org
Reposted by Ben Good
hakha.bsky.social
I'm thrilled that my lab at NYU is now supported by an NIH MIRA grant! I'm looking to hire 1-2 senior lab members (outstanding postdoc candidates or experienced staff scientists) with expertise in computational or statistical methods in human genetics or genomics. Please share!
Reposted by Ben Good
ksxue.bsky.social
The Xue lab at UC Irvine is looking for a staff scientist to support our work investigating how microbes interact and evolve in the gut microbiome! Open to a wide range of previous experience levels, see ad for more.
recruit.ap.uci.edu/JPF09601
Junior, Assistant, or Associate Specialist – Xue Lab
University of California, Irvine is hiring. Apply now!
recruit.ap.uci.edu
Reposted by Ben Good
stephenturner.us
Finding easy regions for short-read variant calling from pangenome data arxiv.org/abs/2507.03718 🧬🖥️🧪 github.com/lh3/panmask
Reposted by Ben Good
jkpritch.bsky.social
Staff scientist position (computational):

I am looking for a computational scientist to join my genomics lab at Stanford. They should have an outstanding skillset in ML/statistical methods for genomic applications, postdoc experience and a strong publication record.
#sciencejobs
Reposted by Ben Good
contaminatedsci.bsky.social
Check out Laura's thread on our latest preprint demonstrating best methods for low biomass skin sampling.
benjaminhgood.bsky.social
Next up is Sophie Walton, who will be talking about some new in vitro experiments to quantify the dynamics of selection among conspecific strains in larger microbial communities (Monday 9:30am, Evolutionary Ecology I).
sophiejwalton.bsky.social
Super excited for #Evol2025! I will be sharing some cool work on selection in the gut microbial communities at 9:30 am on Monday in the Evolutionary Ecology I session (Parthenon 2)!! Looking forward to chatting with folks as well!
Mueller diagram of ecological and evolutionary dynamics in a gut microbiome. Species fluctuate in abundance and accumulate new mutations. New conspecific strains also colonize from the global population.
benjaminhgood.bsky.social
Two members of our group will be presenting at #evolution2025 this year. First up is Anastasia Lyulina, who will be presenting some new theory on the site frequency spectrum of selected mutations in non-equilibrium populations (Saturday at 4:15; Population Genetics Theory IV).
alyulina.github.io
Looking forward to #evolution2025! I will be talking about how time-varying demography and selection shape the site frequency spectrum — Saturday at 4:15 pm, Population Genetics Theory IV. Come say hi if you are around!
A schematic illustrating the allele frequency trajectories that contribute to a slice of the site frequency spectrum.
benjaminhgood.bsky.social
I think this emphasizes the need for more concrete models of pleiotropy to help us know when these verbal models should even apply in principle (let alone in expts like @oliviamghosh.bsky.social's). In that vein, was very excited about the new work that @djhelam1.bsky.social‬ talked about at NITMB
benjaminhgood.bsky.social
Thanks for these questions @skryazhi.bsky.social! I might add that we’ve been playing around a bit with FGM-like models to see when you might expect behavior like this, and it turns out to be a lot more complex than (at least I) expected.
oliviamghosh.bsky.social
I think it would be super cool to explore some of these assumptions and models theoretically, but (spoiler alert) we don't actually find evidence for the pleiotropic expansion model in our data! So perhaps these assumptions are not borne out in reality (in our system at least).
Reposted by Ben Good
oliviamghosh.bsky.social
I think it would be super cool to explore some of these assumptions and models theoretically, but (spoiler alert) we don't actually find evidence for the pleiotropic expansion model in our data! So perhaps these assumptions are not borne out in reality (in our system at least).
Reposted by Ben Good
oliviamghosh.bsky.social
There are some implicit assumptions that must be true for this pleiotropic expansion model to work. First, just to clarify, the fact that a box is colorful does not mean it has a positive effect on fitness, it just means it is relevant. So a mutant's affect on a trait can be good in E1, bad in E2