Juan
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astrogenomics.bsky.social
Juan
@astrogenomics.bsky.social
AI-centric metagenomics for QA/QC and BioSec @BerkeleyLab and @JGI
Reposted by Juan
Rapid terabase-scale simulation of realistic metagenomes for experimental design and pathogen detection with RandomReadsMG https://www.biorxiv.org/content/10.1101/2025.07.18.665570v1
July 19, 2025 at 5:17 AM
Reposted by Juan
From 🟡 to 💎: Osteoblast-inspired "osteoyeast" turns human waste into high-value biomaterial for bone and dental applications

Collaboration by @jgi.doe.gov, @molecularfoundry.lbl.gov & CABBI

doi.org/10.1038/s414...
July 17, 2025 at 5:15 PM
Reposted by Juan
Getting the message across from a distance:

🧬REX🧬 is a “Range EXtender” element that can turn short-range into looooooooooooong-range enhancers

Great collaboration led by @gracebower.bsky.social and @evgenykvon.bsky.social

www.nature.com/articles/s41...

@biosci.lbl.gov @berkeleylab.lbl.gov
July 2, 2025 at 4:03 PM
Reposted by Juan
Amongst a lot of thought-free applications of machine learning to biological problems, it's nice to see exceptions, such as this well-conceived and -executed study to identify symbionts from genomic data: www.biorxiv.org/content/10.1...
A genomic catalog of Earth’s bacterial and archaeal symbionts
Microbial symbiosis drives the functional and phylogenomic diversification of life on Earth, yet remains underexplored due to culturing challenges. This study employed machine learning (ML) to predict...
www.biorxiv.org
June 13, 2025 at 9:21 AM
Reposted by Juan
Interesting AI read. 15-23% of uncultivated microbes may engage in symbiotic relationships.

www.biorxiv.org/content/10.1...
A genomic catalog of Earth’s bacterial and archaeal symbionts
Microbial symbiosis drives the functional and phylogenomic diversification of life on Earth, yet remains underexplored due to culturing challenges. This study employed machine learning (ML) to predict...
www.biorxiv.org
June 6, 2025 at 3:44 PM
Reposted by Juan
Inkscape plugin to rescale figures without distorting the text, and other useful features!
github.com/burghoff/Sci...
June 2, 2025 at 12:15 PM
Reposted by Juan
Another project from my time @jgi.doe.gov published @phytobiomesjournal.bsky.social ! Using a greenhouse soil transplant experiment we uncover the core microbiome of Camelina & show how past cropping regimes/precipitation can exert a legacy effect on microbiome assembly 🌾🦠🧬🧪
doi.org/10.1094/PBIO...
June 3, 2025 at 12:33 PM
Reposted by Juan
We are looking for additional Group Leaders to join the growing computational biology community at VIB.

If you are excited about combining AI and machine learning with fundamental biology, we would love to hear from you!

https://vib.ai/en/opportunities#/job-description/110906
April 25, 2025 at 9:00 PM
Reposted by Juan
Join Drs. Nina Gao and Stacey Schultz-Cherry tomorrow at 2 p.m. ET as they discuss Highly Pathogenic Avian Influenza A(HPAI H5N1), including ongoing research regarding avian flu and vaccine development. Free for all. Register now: asm.org/Webinars/Upd... #LabWeek
April 23, 2025 at 3:37 PM
Reposted by Juan
Data wrangling before tidyverse was a nightmare. Everything was painful. The majority of your code was marshalling data from one awkward format into another.
I know this is (probably) banal at this point, but sometimes you just want to check/pinch yourself to be sure:

In checking out a lot of books about #rstats recently, it seems there was an epoch before the #tidyverse congealed, and we’re now in the one after.

What was data wrangling like prior?
April 19, 2025 at 2:16 PM
Reposted by Juan
We are hosting a workshop titled “Genomes Online Database (GOLD) – A curated metadata resource for powering discoveries” at the Biocuration 2025 conference on April 6th, 10:30 AM to 12:30PM US CST.
Register to Join over the Zoom at t.co/WojICcd73s
April 3, 2025 at 5:21 PM
Global Metagenomics Reveals Plastid Diversity and Unexplored Algal Lineages
Photosynthetic organelles in eukaryotes originated through primary endosymbiosis with a cyanobacterium, an event that profoundly shaped the evolutionary landscape of the eukaryotic tree of life. Primary plastids in Archaeplastida, especially in cultivable plants and algae, contribute most to known plastid diversity. Secondary and higher-order endosymbiosis, involving eukaryotic hosts and algal endosymbionts, further spread photosynthesis among protists within the CASH lineages (Cryptophyta, Alveolata, Stramenopila, and Haptophyta). Despite various hypotheses explaining secondary plastid evolution and distribution, empirical support remains limited. Here, we employ cultivation-independent global metagenomics to expand plastid diversity and investigate plastid origins. We captured 1,027 plastid sequences, including 300 novel sequences belonging to previously unsequenced plastids and representing yet-to-be described microeukaryotes. This includes a new lineage that offers insights into plastid evolution in haptophytes and cryptophytes. Our results confirm that Archaeplastida plastids originated from an early-branching cyanobacterial lineage closely related to Gloeomargaritales and identify the closest extant relative of Paulinella plastids. Additionally, our findings suggest two independent origins of secondary red algal plastids, contributing to plastid diversity in CASH lineages and challenging the prevailing model of single secondary plastid origin. Our study highlights the importance of metagenomic data in uncovering biological diversity and advancing understanding of plastid relationships across photosynthetic eukaryotes. ### Competing Interest Statement The authors have declared no competing interest.
www.biorxiv.org
April 2, 2025 at 4:09 PM
Reposted by Juan
Global Metagenomics Reveals Hidden Protist Diversity www.biorxiv.org/content/10.1... #jcampubs
March 27, 2025 at 1:00 PM
Reposted by Juan
🎉 Congratulations to @jgi.doe.gov Director @nigelmouncey.bsky.social and Phillip Messersmith, a faculty senior scientist in our Materials Sciences Division on making the 2024 @aaas.org Fellows List for distinguished achievements in advancing or applying science. 🧪
Two Berkeley Lab Scientists Named AAAS Fellows
Nigel Mouncey and Phillip Messersmith were among those awarded this lifetime honor.
newscenter.lbl.gov
March 27, 2025 at 3:33 PM
Reposted by Juan
Microbes are key to tackling climate change! A new report from the @asm.org and IUMS Scientific Advisory Group highlights microbial solutions to reduce carbon reliance, enhance food security and mitigate methane. Read the report: asm.org/climatesolutionsn.
March 27, 2025 at 9:05 PM
Reposted by Juan
12 days ago, Texas had 99 measles cases.
3 days ago, Texas had 159 measles cases.
Today, Texas & New Mexico have 230 measles cases. See how it works?

Measles is airborne & highly contagious, wear N95 mask😷 Measles wipes out immunity you had to everything you built up over your lifetime, get vaxxed💉
March 8, 2025 at 2:56 PM
Reposted by Juan
Excited to share our new study with the Müller and @SchullerJm labs, online @nature: https://www.nature.com/articles/s41586-022-04971-z

This is T. kivui, an anaerobic bacterium. It uses hydrogen energy to store #CO2. How does it do it? #CryoET revealed membrane-anchored bundles of...
November 23, 2024 at 6:44 AM
Reposted by Juan
Gaining insights into the complexity of specialized metabolites and their possible ecological roles These metabolites not only function as antimicrobials, but also as cue molecules among other peculiar functions

-see our paper in microLIFE of @femsjournals.bsky.social on surfactin and subtilosin A
🦠⚖️ Metabolites crosstalk? @evolvedbiofilm.bsky.social‬ & team latest study reveals that surfactin suppresses subtilosin A production in #Bacillus subtilis! They uncover a new #regulatory link between these key secondary #metabolites.
https://buff.ly/4hCGchN
February 18, 2025 at 5:32 AM
Reposted by Juan
New 🧬resource💻 for craniofacial researchers from
@justincotney.bsky.social's lab:

A single-cell RNA-seq atlas of human craniofacial development

www.biorxiv.org/content/10.1...
Happy to present the first preprint from my lab after relocating @CHOP_Research @ChildrensPhila Here we describe gene expression at the single cell level across major milestones of human and mouse development. preprint here: https://buff.ly/3PFWNoG
January 21, 2025 at 10:05 PM
Reposted by Juan
Congratulations to Lab scientists Raúl Briceño, Stefan Wild, and Ahmet Kusoglu for receiving the Presidential Early Career Award for Scientists and Engineers (PECASE), the highest honor the US government bestows on early-career scientists and engineers. 🧪

More ⬇️
newscenter.lbl.gov/2025/01/16/t...
Three Berkeley Lab Scientists Receive PECASE Award
Three scientists with Berkeley Lab were among the nearly 400 scientists and engineers awarded by President Biden to receive the Presidential Early Career Award for Scientists and Engineers (PECASE).
newscenter.lbl.gov
January 16, 2025 at 4:01 PM
Reposted by Juan
For researchers in 🦷dental, 👅oral, and 🙄craniofacial research, there is a now a new data science resource from NIDCR

The "DDS Data-Driven Science Hub" (built by @vv2024.bsky.social) features:
- Human phenotypes
- Multiomes
- Animals and microbiomes
- Imaging

Check it out at: www.ddshub.nih.gov
January 10, 2025 at 12:20 AM
Reposted by Juan
Exciting new work from @evgenykvon.bsky.social's lab:

dual-enSERT for directly comparing the in vivo activities of the 🔴reference sequence and a 🟢variant of a developmental enhancer - within the same transgenic mouse embryo!
January 7, 2025 at 7:39 PM
Reposted by Juan
“On behalf of the Berkeley Lab community, I extend my warmest congratulations to Jennifer for receiving the National Medal of Technology and Innovation. Her groundbreaking research will push the boundaries of science and benefit humanity.” - @mwitherell.bsky.social
newscenter.lbl.gov/2025/01/07/b...
Berkeley Lab’s Jennifer Doudna Awarded National Medal of Technology and Innovation
Jennifer Doudna has been awarded the National Medal of Technology and Innovation.
newscenter.lbl.gov
January 7, 2025 at 8:07 PM
Reposted by Juan
Ten species comprise half of the bacteriology literature, leaving most species unstudied www.biorxiv.org/content/10.1... #jcampubs
January 6, 2025 at 2:48 PM