Anthony Shiver
@anthonyshiver.bsky.social
77 followers 270 following 19 posts
Researcher in the life sciences. Expertise in systems biology, biophysics, applied math.
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Reposted by Anthony Shiver
anthonyshiver.bsky.social
A special thanks to Gigi Storz for making this article happen!
anthonyshiver.bsky.social
I particularly like the table of online resources, like a database of bacterial genome sequences and a literature search tool for protein sequences.
anthonyshiver.bsky.social
It has contributions from early-career scientists like @bridgesbio.bsky.social, Leah Guthrie, McKenzie Lehman, Elizabeth Kellogg, @drsamwellie.bsky.social, Andrew Pountain, and Andrew Varble.
anthonyshiver.bsky.social
Original article: www.biorxiv.org/content/10.1...
Original code: github.com/czbiohub-sf/...
My fork (up-to-date versions of dependencies, some debugging): github.com/AnthonyShive...
www.biorxiv.org
anthonyshiver.bsky.social
Adapting the “Well-Lit” device to our workload, we operated 3 devices assembled at $150 each to do the work—2,760 total transfers—in two days. I refuse to go back to printing out an excel sheet, and I think more people should know about this.
anthonyshiver.bsky.social
I reused “Well-Lit” tech from the pandemic, with thanks to Rafael Gómez-Sjöberg, Joana Cabrera, and @andercot.bsky.social.
We had a huge task—picking bacterial stocks from >200 96-well plates and re-arranging them—and the lab's anaerobic liquid handler was broken without the funds to repair. 🧵
A "Well-Lit" device
anthonyshiver.bsky.social
All of our measurements of gene-environment interactions, both in vitro and in vivo, are available through the Fitness Browser: fit.genomics.lbl.gov, which has a lot of nice tools for parsing these large datasets.

A heart-felt thanks to the many co-authors who came together to make this happen!
anthonyshiver.bsky.social
We also screened a subset of the ordered mutant collection for small molecule production.

We identified new genes involved in aromatic lactic acid production, an important set of signals to the developing infant, and connected production of these small molecules to growth of bifidobacteria.
Small molecules produced by bacteria influence the host and support bacterial growth.
anthonyshiver.bsky.social
We measured the genetic determinants of host colonization in B. breve.

By referencing our metabolic reconstruction, we were able to paint a better picture of growth in the complex environment of the host guts. We learned about persistence in adults and the timing of colonization in infants.
Host, diet, and co-colonization status in colonization experiments.
anthonyshiver.bsky.social
We reconstructed global metabolism in B. breve, clarifying and rewriting several gene-protein-reaction assignments using mutant growth profiles.

With experimentally supported metabolic pathways in hand, we then tackled growth in more complex environments like the gut.
Biosynthetic pathways clarified in study
anthonyshiver.bsky.social
To start, we created a hyper-saturated, randomly-barcoded transposon pool in B. breve.

We used this pool to conduct a chemical-genomic screen and converted the transposon pool into an ordered mutant collection.

We then tackled multiple aspects of bifidobacterial biology with these resources.
An insertion pool as multicolored bacterial cells next to an insertion density map for the genome.
anthonyshiver.bsky.social
Bifidobacteria have been associated with myriad health outcomes, but many questions are still unanswered, and many causal links remain to be drawn. Genetic analysis in the genus has been difficult, contributing to the mystery. We wanted to turn this weakness into a strength.

How did we do this?
anthonyshiver.bsky.social
Interested in the influence of the infant microbiome on health? Quickly interrogating non-model organisms using omic approaches?

A new publication, describing genome-scale resources in bifidobacteria, is now available online: doi.org/10.1016/j.ce...

#microbiome #microsky
Silhouettes of infant, mouse, chick, and bacteria.
anthonyshiver.bsky.social
We measured the genetic determinants of host colonization in B. breve.

By referencing our metabolic reconstruction, we were able to paint a better picture of growth in the complex environment of the host guts. We learned about persistence in adults and the timing of colonization in infants.
Combinations of host (left: animal silhouettes), diet (middle: food pellets), and co-colonization status (right: bacterial cells) defined the colonization experiments.
anthonyshiver.bsky.social
We reconstructed global metabolism in B. breve, clarifying and rewriting several gene-protein-reaction assignments using mutant growth profiles.

With experimentally supported metabolic pathways in hand, we then tackled growth in more complex environments like the gut.
Two biosynthetic pathways where gene assignments were clarified. Left: amino acid biosynthesis. Right: nucleotide biosynthesis.
anthonyshiver.bsky.social
To start, we created a hyper-saturated, randomly-barcoded transposon pool in B. breve.

We used this pool to conduct a chemical-genomic screen and converted the transposon pool into an ordered mutant collection.

We then tackled multiple aspects of bifidobacterial biology with these resources.
Multicolored bacteria on the left represent a pool of random transposon insertion mutants. On the right, a plot of insertion density across the genome along with parameters of pool size (230,000 insertions) and average gap size between insertions.
anthonyshiver.bsky.social
Bifidobacteria have been associated with myriad health outcomes, but many questions are still unanswered, and many causal links remain to be drawn. Genetic analysis in the genus has been difficult, contributing to the mystery. We wanted to turn this weakness into a strength.

How did we do this?