Zhiru Liu
zzzhiru.bsky.social
Zhiru Liu
@zzzhiru.bsky.social
PhD Student with @benjaminhgood.bsky.social @ Stanford Applied Physics -- evolution, pop gen theory, microbes
Reposted by Zhiru Liu
My latest in @plosbiology.org Look I get it, it seems really dark, but there are opportunities. My paper explores some ideas and tries to guide ways of thinking through the anticipated challenges. An emphasis on America’s “biohubs” and entrepreneurship

journals.plos.org/plosbiology/...
April 13, 2025 at 2:04 PM
Reposted by Zhiru Liu
A recent study of an mRNA vaccine in a mouse model of 𝘊𝘭𝘰𝘴𝘵𝘳𝘪𝘥𝘪𝘰𝘪𝘥𝘦𝘴 𝘥𝘪𝘧𝘧𝘪𝘤𝘪𝘭𝘦 infection provided proof of concept of a protective effect. Learn more: nej.md/4kS8x5X

@umich.edu #MedSky #IDSky
April 2, 2025 at 6:03 PM
Reposted by Zhiru Liu
Here's my interview with @stevenstrogatz.com on @quantamagazine.bsky.social's Joy of Why podcast.

This was *so much fun*. I was nervous going into it (I really look up to Steve!), but I had a blast and I think this is the best interview I have ever done.

Thanks for having me on, folks!
In the history of evolution, multicellularity has evolved independently at least 50 times. But we’ve only figured that out in the past few decades. Listen to the first episode of the new season of “The Joy of Why” with hosts @stevenstrogatz.com and Janna Levin.
www.quantamagazine.org/how-did-mult...
How Did Multicellular Life Evolve? | Quanta Magazine
One of the most important events in the history of life on Earth was the emergence of multicellularity. In this episode, Will Ratcliff discusses how his snowflake yeast models provide insight into wha...
www.quantamagazine.org
March 20, 2025 at 4:14 PM
Reposted by Zhiru Liu
I’m thrilled to share my first ever publication, now published in PNAS! www.pnas.org/doi/10.1073/...

With mentorship from the amazing @ksxue.bsky.social, I looked at how the outcomes of species introductions to microbial communities are influenced by the number of introduced microbes.
PNAS
Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans...
www.pnas.org
March 11, 2025 at 1:22 PM
Reposted by Zhiru Liu
Delighted to share a major update on our work investigating age-related deceleration in clonal haematopoiesis.

Takehome: Widespread and substantial deceleration in fitness with age!

Amazing effort by PhD student Hamish MacGregor 💪

www.biorxiv.org/content/10.1...
March 6, 2025 at 7:48 PM
Reposted by Zhiru Liu
I am glad to see this work in print & on the cover! Read more at academic.oup.com/genetics/article/228/3/iyae145/7747749
November 6, 2024 at 7:02 PM
Fascinating work showing genome-wide DNA packaging into phage capsids in "normie" gut bacteria!
First post on a lovely story from the lab that shows that Faecalibacterium prausnitzii can package its own genome in bite-size segments in phage-like capsids
www.biorxiv.org/content/10.1...
www.biorxiv.org
November 27, 2024 at 12:33 AM
Reposted by Zhiru Liu
We usually think of genetic drift as the predominant stochastic force in evolving populations. But working with some model microbial populations, we found a distinct source of demographic stochasticity that scales (and behaves) differently than drift

Learn more in our new paper 👉 rdcu.be/d07Np
Asynchronous abundance fluctuations can drive giant genotype frequency fluctuations
Nature Ecology & Evolution - Based on a combination of experiments and modelling, this study shows large stochastic fluctuations in genotype frequencies caused by intrinsic and extrinsic...
rdcu.be
November 22, 2024 at 3:46 PM
Reposted by Zhiru Liu
Hi friends new and old! I study how microbes interact and evolve in complex communities like the human gut microbiome.🦠🧬💩 I'm thrilled to share that I'm starting a lab at UC Irvine in April 2025 and am recruiting at all levels - please spread the word! kxuelab.com More about my work below...🧵1/n
Xue lab at UC Irvine
Ecology and evolution in the human gut microbiome
kxuelab.com
November 19, 2024 at 6:57 PM
Reposted by Zhiru Liu
Our paper on allele frequency transitions under polygenic selection, with a focus on evolve & resequence experiments, is up at Genetics. Led by grad student Nathan Anderson:

urldefense.com/v3/__https:/...
A path integral approach for allele frequency dynamics under polygenic selection
Abstract. Many phenotypic traits have a polygenic genetic basis, making it challenging to learn their genetic architectures and predict individual phenotyp
urldefense.com
November 20, 2024 at 2:05 PM
Reposted by Zhiru Liu
Just posting this to #popgen
Here's a link to my notes on population & quantitative genetics:
github.com/cooplab/popg...
Hoping to extend it more after the winter holidays, as I'm just finishing up teaching the undergrad version of class.
Releases · cooplab/popgen-notes
Population genetics notes. Contribute to cooplab/popgen-notes development by creating an account on GitHub.
github.com
November 19, 2024 at 11:37 PM
Reposted by Zhiru Liu
Resharing here a recent X post. In this preprint, we introduce an improved version of NanoSeq, a duplex sequencing protocol with <5 errors per billion bp in single DNA molecules, and use it to study the somatic mutation landscape of oral epithelium in >1000 people. 1/ www.medrxiv.org/content/10.1...
Somatic mutation and selection at epidemiological scale
As we age, many tissues become colonised by microscopic clones carrying somatic driver mutations ([1][1]–[10][2]. Some of these clones represent a first step towards cancer whereas others may contribu...
www.medrxiv.org
November 20, 2024 at 2:28 PM
My first theory project! I've really enjoyed how we could decompose complex dynamics into those of individual lineages.

This approach is quite flexible, and we're hoping to extend it to more complex scenarios, including N(t) and certain forms of positive selection!
April 23, 2024 at 7:20 PM
Reposted by Zhiru Liu
High-resolution lineage tracking of within-host evolution and strain transmission in a human gut symbiont across ecological scales https://www.biorxiv.org/content/10.1101/2024.02.17.580834v1
High-resolution lineage tracking of within-host evolution and strain transmission in a human gut symbiont across ecological scales https://www.biorxiv.org/content/10.1101/2024.02.17.580834v1
Gut bacteria rapidly evolve in vivo, but their long-term success requires dispersal across hosts. He
www.biorxiv.org
February 21, 2024 at 4:34 AM
Excited (and relieved!) to share that my 1st paper in grad school finally came out in PLOS Biology! We were motivated by a very basic question: how fast, really, do bacteria exchange DNA in the human gut? (1/n)
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...
t.co
February 14, 2024 at 12:00 AM
Reposted by Zhiru Liu
Been dreaming of this paper for a decade. 1 PhD and 1 postdoc later, here it is!

What do ecology and evolution look like in a 20-year microbiome time series? They blur together

@quendi.bsky.social @archaeal.bsky.social @uslter.bsky.social @sarilog.bsky.social 🧪🖥️🧬

www.biorxiv.org/content/10.1...
Bacterial ecology and evolution converge on seasonal and decadal scales
Ecology and evolution are distinct theories, but the short lifespans and large population sizes of microbes allow evolution to unfold along contemporary ecological time scales. To document this in a natural system, we collected a two-decade, 471-metagenome time series from a single site in a freshwater lake, which we refer to as the TYMEFLIES dataset. This massive sampling and sequencing effort resulted in the reconstruction of 30,389 metagenomic-assembled genomes (MAGs) over 50% complete, which dereplicated into 2,855 distinct genomes (>96% nucleotide sequence identity). We found both ecological and evolutionary processes occurred at seasonal time scales. There were recurring annual patterns at the species level in abundances, nucleotide diversities (π), and single nucleotide variant (SNV) profiles for the majority of all taxa. During annual blooms, we observed both higher and lower nucleotide diversity, indicating that both ecological differentiation and competition drove evolutionary dynamics. Overlayed upon seasonal patterns, we observed long-term change in 20% of the species' SNV profiles including gradual changes, step changes, and disturbances followed by resilience. Most abrupt changes occurred in a single species, suggesting evolutionary drivers are highly specific. Nevertheless, seven members of the abundant Nanopelagicaceae family experienced abrupt change in 2012, an unusually hot and dry year. This shift coincided with increased numbers of genes under selection involved in amino acid and nucleic acid metabolism, suggesting fundamental organic nitrogen compounds drive strain differentiation in the most globally abundant freshwater family. Overall, we observed seasonal and decadal trends in both interspecific ecological and intraspecific evolutionary processes. The convergence of microbial ecology and evolution on the same time scales demonstrates that understanding microbiomes requires a new unified approach that views ecology and evolution as a single continuum. ### Competing Interest Statement The authors have declared no competing interest.
www.biorxiv.org
February 8, 2024 at 11:47 PM
Reposted by Zhiru Liu
How stable are bacterial genomes as they adapt to an environment? My collaboration with
Anurag Limdi, Alex Couce, @relenski.bsky.social, and
Olivier Tenaillon exploring this over 50,000 generations of evolution is out today! 1/
(cross-post from the other place)
www.science.org/doi/10.1126/...
Changing fitness effects of mutations through long-term bacterial evolution
Predictable and parallel changes occur in the fitness effects of mutations in Escherichia coli over 50,000 generations.
www.science.org
January 26, 2024 at 8:27 PM
Reposted by Zhiru Liu
Journal fees for open access are becoming obscene. But what are we, scientists, paying for? I made a simple plot with journals in my research area(s). Clearly, we are paying for prestige: a shockingly clean correlation between the impact factor and journal fees
December 13, 2023 at 1:06 PM
Reposted by Zhiru Liu
I wanted to highlight this pre-print by David Ho’s group on the neutralizing antibody response to new (XBB.1.5-based) COVID vaccine booster, as it illustrates some points related to paradigm of updating SARS-CoV-2 vaccines to keep pace w viral evolution.
www.biorxiv.org/content/10.1...
XBB.1.5 monovalent mRNA vaccine booster elicits robust neutralizing antibodies against emerging SARS...
bioRxiv - the preprint server for biology, operated by Cold Spring Harbor Laboratory, a research and educational institution
www.biorxiv.org
November 29, 2023 at 9:37 PM
Reposted by Zhiru Liu
New accessibility pilot on bioRxiv pilot: AI-generated paper summaries at 3 levels (general -> expert).

Click Automated Services in the dashboard to view these. We welcome feedback. connect.biorxiv.org/news/2023/11...
November 8, 2023 at 5:23 PM
Reposted by Zhiru Liu
Seems population immunity should be useful for forecasting flu, right? Using cross-sectional, age-representative neutralizing titers measured in the summer of 2017 in Philly, we find that the clade to which we infer the greatest susceptibility dominated the next season. Even more, we found...
October 27, 2023 at 4:06 PM
Reposted by Zhiru Liu
Did you think hermit crabs always live in snail shells? 🧪🦀

Some deep sea hermit species live symbiotically with anemones that DISSOLVE the shell and SECRETE a new one ("carcinoecium") made of chitin! The carcinoecium has evolved at least 3 times! Photo credits in alt text. @megdaly.bsky.social
October 19, 2023 at 2:11 PM
Reposted by Zhiru Liu
1. Imagine we land a space probe on one of Jupiters’ moons, take up a sample of material, and find it is full of organic molecules. How can we tell whether those molecules are just randomly assembled goo or the outcome of some evolutionary process taking place there? 🧪
October 13, 2023 at 4:13 AM
Hello world! I have nothing to say yet, but check out these Karman vortices (I think?) in my pour over coffee
October 1, 2023 at 2:43 AM