Anders Kiledal
akiledal.bsky.social
Anders Kiledal
@akiledal.bsky.social
Microbial ecology of Great Lakes toxic cyano. blooms
@MichiganEarth and graft vs. host disease @umichmedicine

PhD @UDelaware, 🦠 in/on concrete
Reposted by Anders Kiledal
I am searching for a lab manager/researcher to come and work with a friendly, collaborative, and interdisciplinary group of students, postdocs, and staff on the microbial ecology of cyanobacterial blooms. careers.umich.edu/job_detail/2...
Research Lab Specialist | U-M Careers
careers.umich.edu
November 26, 2025 at 5:58 PM
Reposted by Anders Kiledal
“Bin Chicken” is now published in Nature Methods! It substantially improves genome recovery through rational coassembly 🧬🖥️. Applied to public 🌍 metagenomes, we recovered 24,000 novel species 🦠, including 6 new phyla.
doi.org/10.1038/s415...
@benjwoodcroft.bsky.social @rhysnewell.bsky.social
🧵1/6
November 13, 2025 at 10:09 AM
Reposted by Anders Kiledal
The only thing more scientifically dispiriting than reading a potentially exciting paper that turns out to be a ton of hype and little else is seeing your colleagues uncritically holding it up as a breakthrough
October 28, 2025 at 1:04 AM
Reposted by Anders Kiledal
🦖 Something HUGE just hatched.

Plasmidsaurus now offers RNA sequencing for gene expression analysis:
• As fast as 3 day turnaround
• $50/sample for academia, $80 for industry
• Up to ~10M unique transcript 3’ end reads per sample
• Interactive results

Explore Plasmidsaurus RNA-Seq today.
October 15, 2025 at 4:02 PM
Reposted by Anders Kiledal
After years of research and continuous refinement, we’re thrilled to share that our paper on the MetaGraph framework — enabling Petabase-scale search across sequencing data — has been published today in Nature (www.nature.com/articles/s41...)
Efficient and accurate search in petabase-scale sequence repositories - Nature
MetaGraph enables scalable indexing of large sets of DNA, RNA or protein sequences using annotated de Bruijn graphs.
www.nature.com
October 8, 2025 at 8:56 PM
Reposted by Anders Kiledal
Another amazing opportunity at UMD in Mihai Pop's lab! Mihai is looking for a bioinformatics software engineer. Consider applying here if you're interested: umd.wd1.myworkdayjobs.com/en-US/UMCP/j...
Bioinformatics engineer
Job Description Summary Organization's Summary Statement: We are seeking to hire a bioinformatics engineer in the Pop lab within the University of Maryland Institute for Advanced Computer Studies (UMI...
umd.wd1.myworkdayjobs.com
October 8, 2025 at 5:08 PM
Reposted by Anders Kiledal
Our own @alexjprobst.bsky.social @geomicrosoares.bsky.social and Cristina Moraru have recently authored a @natmicrobiol.nature.com Consensus Statement where they discuss new mechanisms for sequencing data reuse! 🧬💻

Check out their manuscript here:
www.nature.com/articles/s41...
A roadmap for equitable reuse of public microbiome data - Nature Microbiology
In this Consensus Statement, a consortium of microbiome scientists discuss current sequencing data sharing policies and propose the use of a Data Reuse Information (DRI) tag to promote equitable and collaborative data sharing.
www.nature.com
September 30, 2025 at 8:03 AM
Reposted by Anders Kiledal
Spacedust: a tool for de novo identification of conserved gene clusters from metagenomic data.
@ruoshiz.bsky.social @milot.bsky.social

www.nature.com/articles/s41...
De novo discovery of conserved gene clusters in microbial genomes with Spacedust - Nature Methods
This work presents Spacedust, a tool for de novo identification of conserved gene clusters from metagenomic data.
www.nature.com
September 16, 2025 at 1:25 PM
Reposted by Anders Kiledal
skani v0.3.0 is released. github.com/bluenote-157...

- 30-40% potential reduction in memory with approximately the same runtime.
- Breaking changes to indexing and searching databases

Calculate ANI for contigs, genomes -- even search > 140k genomes. Pre-indexed GTDB-R226 available for download.
GitHub - bluenote-1577/skani: Fast, robust ANI and aligned fraction for (metagenomic) genomes and contigs.
Fast, robust ANI and aligned fraction for (metagenomic) genomes and contigs. - bluenote-1577/skani
github.com
August 13, 2025 at 2:19 PM
Reposted by Anders Kiledal
Not sure how many scientists here have tried Claude Code or similar command line coding assistants. I had a complicated family property tax problem that was best solved by a brute force Monte Carlo simulation approach, so I spent a few days coding up and analyzing a model with Claude Code.
August 12, 2025 at 12:47 PM
Reposted by Anders Kiledal
Reposted by Anders Kiledal
Announcing myloasm, a new long-read (ONT R10/PacBio) metagenome assembler that I've been working on during my postdoc in the Heng Li lab (@lh3lh3.bsky.social).

myloasm-docs.github.io
myloasm - metagenomic assembly with (noisy) long reads
myloasm-docs.github.io
May 28, 2025 at 5:54 PM
Reposted by Anders Kiledal
NEW: The Trump administration’s slashing of budgets and staff have Great Lakes scientists concerned that they have lost the ability to protect the public from toxic algal blooms, which can kill animals and sicken people.

By @annaleighclark.bsky.social
Millions of People Depend on the Great Lakes’ Water Supply. Trump Decimated the Lab Protecting It.
The Trump administration’s slashing of budgets and staff have Great Lakes scientists concerned that they have lost the ability to protect the public from toxic algal blooms, which can kill animals…
www.propublica.org
May 6, 2025 at 12:00 PM
Agree, and looks like a nice new tool! I'll also make a plug for the fantastic Kingfisher from @benjwoodcroft.bsky.social that can flexibly pull from either ENA or SRA, and also cloud providers: github.com/wwood/kingfi...
April 30, 2025 at 4:38 PM
Reposted by Anders Kiledal
I am very happy (and anxious) to share with you our most recent work in which we evaluated four of the most popular long-read assemblers,

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

and tell you just a little bit about it in the following 🧵
Assemblies of long-read metagenomes suffer from diverse errors
Genomes from metagenomes have revolutionised our understanding of microbial diversity, ecology, and evolution, propelling advances in basic science, biomedicine, and biotechnology. Assembly algorithms...
www.biorxiv.org
April 28, 2025 at 8:08 AM
Reposted by Anders Kiledal
High-quality metagenome assembly from nanopore reads with nanoMDBG https://www.biorxiv.org/content/10.1101/2025.04.22.649928v1
April 25, 2025 at 12:46 AM
From #CIGLR on the other place: 🚨 Cuts would cripple NOAA’s wide-ranging science partnerships, because of the ongoing funding delays, “we’re looking at having to lay off a substantial number of our workers in the next few months,” said #CIGLR Dir. Greg Dick: #GreatLakes
The Trump admin aims to zero out funding for NOAA’s 16 cooperative institutes, which study everything from extreme weather to fisheries to toxic algae. I spent last week talking with folks about the losses — & potential threats — to society if these institutes close. www.eenews.net/articles/tru...
Trump cuts would cripple NOAA’s wide-ranging science partnerships
The agency's cooperative institutes study everything from salmon stocks to tropical cyclones.
www.eenews.net
April 23, 2025 at 1:53 AM
Reposted by Anders Kiledal
Release 10-RS226 (16th April 2025)
GTDB - Genome Taxonomy Database https://gtdb.ecogenomic.org/
April 16, 2025 at 10:45 AM
Reposted by Anders Kiledal
1. LLM-generated code tries to run code from online software packages. Which is normal but
2. The packages don’t exist. Which would normally cause an error but
3. Nefarious people have made malware under the package names that LLMs make up most often. So
4. Now the LLM code points to malware.
LLMs hallucinating nonexistent software packages with plausible names leads to a new malware vulnerability: "slopsquatting."
LLMs can't stop making up software dependencies and sabotaging everything
: Hallucinated package names fuel 'slopsquatting'
www.theregister.com
April 12, 2025 at 11:43 PM
Reposted by Anders Kiledal
BREAKING from @science.org: The Trump admin is seeking to kill nearly all climate research at NOAA, its climate science agency.

Its near-final budget proposal would end all NOAA research labs, academic institutes, and regional climate centers. And it wants to fully end the NOAA Research division.
Trump seeks to end climate research at premier U.S. climate agency
White House aims to end NOAA’s research office; NASA also targeted
www.science.org
April 11, 2025 at 3:20 PM
Great to see this paper from Paul Den Uyl's MS work out in
ES&T

"Genomic Identification and Characterization of Saxitoxin Producing Cyanobacteria in Western Lake Erie Harmful Algal Blooms" doi.org/10.1021/acs....
@GreatLakesGreg @pubs.acs.org #greatlakes #ciglr #noaaglerl
Genomic Identification and Characterization of Saxitoxin Producing Cyanobacteria in Western Lake Erie Harmful Algal Blooms
Saxitoxins (STXs), a group of closely related neurotoxins, are among the most potent natural toxins known. While genes encoding STX biosynthesis have been observed in Lake Erie, the organism(s) responsible for producing STXs in the Laurentian Great Lakes have not been identified. We identified a full suite of STX biosynthesis genes in a Dolichospermum metagenome-assembled genome (MAG). The content of sxt genes suggest that this organism can produce STX, decarbamoyl and deoxy-decarbamoyl saxitoxins, and other congeners. The absence of sxtX indicates this organism is unable to produce neosaxitoxin, a potent congener. However, a distinct, lower abundance sxt operon from an unidentified organism did contain sxtX, indicating neosaxitoxin biosynthesis potential. Metatranscriptomic data confirmed STX biosynthesis gene expression. We also recovered highly similar Dolichospermum MAGs lacking sxt genes, implying gene loss or horizontal gene transfer. sxtA was detected by quantitative polymerase chain reaction during 47 of 76 sampling dates between 2015 and 2019, demonstrating higher sensitivity than metagenomic approaches. sxtA gene abundance was positively correlated with temperature and particulate nitrogen:phosphorus ratio and negatively correlated with ammonium concentration. All Dolichospermum MAGs had genes required for nitrogen fixation. Collectively, this study provides a foundation for understanding potential new threats to Lake Erie water quality.
doi.org
April 11, 2025 at 2:44 PM
Reposted by Anders Kiledal
NOAA just fired us, again 🤡

Retroactive to February 🤡
April 10, 2025 at 10:02 PM
Reposted by Anders Kiledal
Wow

ⓁⓄⒸⒶⓉⒾⓄⓃ
ⓁⓄⒸⒶⓉⒾⓄⓃ
ⓁⓄⒸⒶⓉⒾⓄⓃ

Thought bacterial gene regulation is all about promoters and repressors?

𝙏𝙃𝙄𝙉𝙆 𝘼𝙂𝘼𝙄𝙉

WHERE a gene sits on the chromosome can dictate its expression—especially in fast growing bacteria

Evolution won’t leave genome layout to chance

Hu et al SCIENCE
Most bacterial gene families are biased toward specific chromosomal positions
The arrangement of genes along bacterial chromosomes influences their expression through growth rate–dependent gene copy number changes during DNA replication. Although translation- and transcription-...
www.science.org
April 11, 2025 at 4:17 AM
Reposted by Anders Kiledal
CoverM is published!

CoverM: Read alignment statistics for metagenomics academic.oup.com/bioinformati... #jcampubs
CoverM: Read alignment statistics for metagenomics
AbstractSummary. Genome-centric analysis of metagenomic samples is a powerful method for understanding the function of microbial communities. Calculating r
academic.oup.com
April 9, 2025 at 1:24 PM