AnniZLab: [🦠, 🧬 , ✨]
@annizlab.bsky.social
A microbiologist 🦠& bioinformatician 🧬 uncovering diverse microbial mechanisms via AI ✨. A rising assistant professor @NTU Singapore. With data in the cloud, the sky is the limit! Check out our lab website :) https://genomiverse.net/
Pinned
X-Mapper 🦠🧬🧪 - a sequence aligner developed for microbes, now on Bioconda! 🚀
• 11–24× fewer suboptimal alignments (same for human genome)
• 3–579× lower inconsistency
• improves on ~30% of reads aligned to non-target species
github.com/mathjeff/map...
bioconda.github.io/recipes/x-ma...
#microsky
• 11–24× fewer suboptimal alignments (same for human genome)
• 3–579× lower inconsistency
• improves on ~30% of reads aligned to non-target species
github.com/mathjeff/map...
bioconda.github.io/recipes/x-ma...
#microsky
#MicrobiologyMonday: Bacteria swarm, but DYK they also "swash"? This flagella-independent movement is tied to fermentation: as cells ferment sugars, they create local osmolarity gradients, which generate a wave of fluid driving expansion. #JBacteriology: asm.social/2Gh
November 11, 2025 at 7:55 AM
OpenFold3: Open-source protein structure AI aims to match AlphaFold! Has anyone tried it yet? 🙌
www.nature.com/articles/d41...
github.com/aqlaboratory...
#microsky #bioinformatics
🧪 🧬 🖥️ ✨
www.nature.com/articles/d41...
github.com/aqlaboratory...
#microsky #bioinformatics
🧪 🧬 🖥️ ✨
Open-source protein structure AI aims to match AlphaFold
The developers of OpenFold3 have released an early version of the tool, which they hope will one day perform on par with DeepMind’s protein-structure model.
www.nature.com
November 6, 2025 at 5:25 AM
OpenFold3: Open-source protein structure AI aims to match AlphaFold! Has anyone tried it yet? 🙌
www.nature.com/articles/d41...
github.com/aqlaboratory...
#microsky #bioinformatics
🧪 🧬 🖥️ ✨
www.nature.com/articles/d41...
github.com/aqlaboratory...
#microsky #bioinformatics
🧪 🧬 🖥️ ✨
Reposted by AnniZLab: [🦠, 🧬 , ✨]
The average nucleotide identity (ANI) underpins how we map microbial diversity, compare species, and connect genomes to ecology.
I wrote a short piece reflecting on the discovery and significance of this metric (and really enjoyed digging into the context and story behind it!) #microsky 🧬
I wrote a short piece reflecting on the discovery and significance of this metric (and really enjoyed digging into the context and story behind it!) #microsky 🧬
Average nucleotide identity — the backbone of modern ecological genomics - Nature Reviews Genetics
In this Journal Club, Luis Orellana recalls a 2005 publication by Konstantinidis and Tiedje that introduced average nucleotide identity as a sequence-based metric to determine the relatedness between ...
www.nature.com
October 30, 2025 at 9:11 PM
The average nucleotide identity (ANI) underpins how we map microbial diversity, compare species, and connect genomes to ecology.
I wrote a short piece reflecting on the discovery and significance of this metric (and really enjoyed digging into the context and story behind it!) #microsky 🧬
I wrote a short piece reflecting on the discovery and significance of this metric (and really enjoyed digging into the context and story behind it!) #microsky 🧬
A brand-new Gordon Conference on Microbiomes!🦠 The opening session (Jan 2026) dives into microbiome editing - how fundamental research and new technologies can advance human health and environmental sustainability. Super looking forward!🧪 #microsky #microbiomesky #grc
www.grc.org/microbiome-e...
www.grc.org/microbiome-e...
2026 Microbiome Editing Conference GRC
The 2026 Gordon Research Conference on Microbiome Editing will be held in Pomona, California. Apply today to reserve your spot.
www.grc.org
October 31, 2025 at 9:42 AM
A brand-new Gordon Conference on Microbiomes!🦠 The opening session (Jan 2026) dives into microbiome editing - how fundamental research and new technologies can advance human health and environmental sustainability. Super looking forward!🧪 #microsky #microbiomesky #grc
www.grc.org/microbiome-e...
www.grc.org/microbiome-e...
🧪✨
LLMs can get "brain rot" if trained on junk Twitter/X social media threads: models truncate reasoning trains, exhibit reduced semantic quality, and exhibit "dark triad" traits: https://llm-brain-rot.github.io/
October 27, 2025 at 4:09 AM
🧪✨
Cool enzyme specificity predictor🦠✨! Build on >300k enzyme-substrate pairs (UniProt, BRENDA, literature), combining ESM-2 embeddings and GNNs to model atom–residue interactions. In one test (34 E. coli metabolites × 860 enzymes), it correctly matched 10! #microsky 🧪 www.nature.com/articles/s41...
Enzyme specificity prediction using cross attention graph neural networks - Nature
Nature - Enzyme specificity prediction using cross attention graph neural networks
www.nature.com
October 23, 2025 at 9:48 AM
Cool enzyme specificity predictor🦠✨! Build on >300k enzyme-substrate pairs (UniProt, BRENDA, literature), combining ESM-2 embeddings and GNNs to model atom–residue interactions. In one test (34 E. coli metabolites × 860 enzymes), it correctly matched 10! #microsky 🧪 www.nature.com/articles/s41...
Reposted by AnniZLab: [🦠, 🧬 , ✨]
After hours of sitting in the office, a standing desk feels like a life savor! why not upgrade meeting and classrooms with standing desks? What else could make our work more healthful (and fun)? 🧘♀️🧪
October 17, 2025 at 3:16 AM
After hours of sitting in the office, a standing desk feels like a life savor! why not upgrade meeting and classrooms with standing desks? What else could make our work more healthful (and fun)? 🧘♀️🧪
A smart way to annotate “dark matter” genes🧬 in microbiome🦠!
Use metatranscriptomes to find co-expressing genes (likely same pathway)
Use metagenomes to find genes located nearby on genomes (often function together)
#microsky #microbiomesky 🧪
Use metatranscriptomes to find co-expressing genes (likely same pathway)
Use metagenomes to find genes located nearby on genomes (often function together)
#microsky #microbiomesky 🧪
October 16, 2025 at 9:26 AM
A smart way to annotate “dark matter” genes🧬 in microbiome🦠!
Use metatranscriptomes to find co-expressing genes (likely same pathway)
Use metagenomes to find genes located nearby on genomes (often function together)
#microsky #microbiomesky 🧪
Use metatranscriptomes to find co-expressing genes (likely same pathway)
Use metagenomes to find genes located nearby on genomes (often function together)
#microsky #microbiomesky 🧪
Great study reshaping how we think about TF–DNA binding - super relevant to our bacterial TF-DNA prediction model! 🧬🧪 🦠 DNA flanking high-affinity binding sites form overlapping lower-affinity binding sites that together modulate binding. #microsky
Nature paper finds multiple overlapping binding sites determine TF occupancy. High-throughput techs like microarrays & HT-SELEX reveal limits on low-affinity sites. PMID:40903577, Nature 2025, @Nature https://doi.org/10.1038/s41586-025-09472-3 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Multiple overlapping binding sites determine transcription factor occupancy | Nature
Transcription factors (TFs) regulate gene expression by interacting with DNA in a sequence-specific manner. High-throughput in vitro technologies, such as protein-binding microarrays1–6 and HT-SELEX (high-throughput systematic evolution of ligands by exponential enrichment)7,8, have revealed the DNA-binding specificities of hundreds of TFs. However, they have limited ability to reliably identify lower-affinity DNA binding sites, which are increasingly recognized as important for precise spatiotemporal control of gene expression9–19. Here, to address this limitation, we developed protein affinity to DNA by in vitro transcription and RNA sequencing (PADIT-seq), with which we comprehensively assayed the binding preferences of six TFs to all possible ten-base-pair DNA sequences, detecting hundreds of novel, lower-affinity binding sites. The expanded repertoire of lower-affinity binding sites revealed that nucleotides flanking high-affinity DNA binding sites create overlapping lower-affinit
doi.org
October 13, 2025 at 10:23 AM
Great study reshaping how we think about TF–DNA binding - super relevant to our bacterial TF-DNA prediction model! 🧬🧪 🦠 DNA flanking high-affinity binding sites form overlapping lower-affinity binding sites that together modulate binding. #microsky
Cool study! Human gut is another closed, structured ecosystem like oysters - reminds me of a work showing dominant gut phages having nearly identical genomes for > 1 year. www.cell.com/cell-host-mi... #microsky #microbiomesky 🦠🧪
October 13, 2025 at 9:23 AM
Cool study! Human gut is another closed, structured ecosystem like oysters - reminds me of a work showing dominant gut phages having nearly identical genomes for > 1 year. www.cell.com/cell-host-mi... #microsky #microbiomesky 🦠🧪
Reposted by AnniZLab: [🦠, 🧬 , ✨]
🦠Join the legendary @viromegirl.bsky.social lab
Jobs in marine micro, virology & genomics
💻 Viral 'omics in seagrass
🧬 Marine microbial & bioinformatics
🧫 Vibrio phage + iron biogeochemistry
🎓 sea urchin–ciliate diseases
👉 www.marine.usf.edu/genomics/app...
#MarineVirology #Phagesky #Microbiome
Jobs in marine micro, virology & genomics
💻 Viral 'omics in seagrass
🧬 Marine microbial & bioinformatics
🧫 Vibrio phage + iron biogeochemistry
🎓 sea urchin–ciliate diseases
👉 www.marine.usf.edu/genomics/app...
#MarineVirology #Phagesky #Microbiome
Welcome to the Breitbart Lab - Genomics
We are modern virus hunters, using metagenomic sequencing to discover viruses in a wide range of environments and hosts. Have fun exploring the marvels of microbiology on this website!
marine.usf.edu
October 12, 2025 at 1:39 AM
🦠Join the legendary @viromegirl.bsky.social lab
Jobs in marine micro, virology & genomics
💻 Viral 'omics in seagrass
🧬 Marine microbial & bioinformatics
🧫 Vibrio phage + iron biogeochemistry
🎓 sea urchin–ciliate diseases
👉 www.marine.usf.edu/genomics/app...
#MarineVirology #Phagesky #Microbiome
Jobs in marine micro, virology & genomics
💻 Viral 'omics in seagrass
🧬 Marine microbial & bioinformatics
🧫 Vibrio phage + iron biogeochemistry
🎓 sea urchin–ciliate diseases
👉 www.marine.usf.edu/genomics/app...
#MarineVirology #Phagesky #Microbiome
Fascinating Evo mechanism: diversity-generating retroelements (DGRs)! Highly abundant and frequently horizontally transferred - diversifying ligand-binding domains in gut Bacteroides! 🧪🦠 #microsky #microbiomesky
www.science.org/doi/10.1126/...
www.science.org/doi/10.1126/...
Targeted protein evolution in the gut microbiome by diversity-generating retroelements
Diversity-generating retroelements (DGRs) accelerate evolution by rapidly diversifying variable proteins. The human gastrointestinal microbiota harbors the greatest density of DGRs known in nature, su...
www.science.org
October 11, 2025 at 2:52 PM
Fascinating Evo mechanism: diversity-generating retroelements (DGRs)! Highly abundant and frequently horizontally transferred - diversifying ligand-binding domains in gut Bacteroides! 🧪🦠 #microsky #microbiomesky
www.science.org/doi/10.1126/...
www.science.org/doi/10.1126/...
Quite an interesting protein search AI model combining sequence, structure, and function text - faster and more accurate than similarity searches. Who has tried it🤩🙌? Only a few secs to search bacterial TFs and integrases #microsky 🧬🧪
www.nature.com/articles/s41...
www.nature.com/articles/s41...
A trimodal protein language model enables advanced protein searches - Nature Biotechnology
A protein foundation model represents protein sequence, structure and function.
www.nature.com
October 10, 2025 at 1:27 PM
Quite an interesting protein search AI model combining sequence, structure, and function text - faster and more accurate than similarity searches. Who has tried it🤩🙌? Only a few secs to search bacterial TFs and integrases #microsky 🧬🧪
www.nature.com/articles/s41...
www.nature.com/articles/s41...
BindCraft: an AlphaFold2-powered de novo protein binder design tool 🧬✨
Tested in some bacterial systems too! Designs so far are short peptides or mini-domains. Looking forward to long/full protein design ahead! 🧪 #microsky
www.nature.com/articles/s41...
Tested in some bacterial systems too! Designs so far are short peptides or mini-domains. Looking forward to long/full protein design ahead! 🧪 #microsky
www.nature.com/articles/s41...
One-shot design of functional protein binders with BindCraft - Nature
BindCraft, an open-source, automated pipeline for de novo protein binder design with experimental success rates of 10–100%, leverages AlphaFold2 weights to generate binders with nanomolar affinity without the need for high-throughput screening.
www.nature.com
October 5, 2025 at 12:07 PM
BindCraft: an AlphaFold2-powered de novo protein binder design tool 🧬✨
Tested in some bacterial systems too! Designs so far are short peptides or mini-domains. Looking forward to long/full protein design ahead! 🧪 #microsky
www.nature.com/articles/s41...
Tested in some bacterial systems too! Designs so far are short peptides or mini-domains. Looking forward to long/full protein design ahead! 🧪 #microsky
www.nature.com/articles/s41...
Fascinating! A clear microbiome phylogeny shaped by the host. I’m curious about clades with both human- and bovine-derived isolates. Can they colonize both hosts? Or HGT of host-specific genes? Thoughts? #microsky #microbiomesky 🧪
Where else is ST1 hiding?
We need to start thinking about environmental & farm worker sampling to map the spread & persistence of ST1
#AMR #Genomics #OneHealth #Staphylococcus #Biosecurity #NZ
🖥️🧬💻
#AcademicSky
#MicroSky
🧪🧫🦠
We need to start thinking about environmental & farm worker sampling to map the spread & persistence of ST1
#AMR #Genomics #OneHealth #Staphylococcus #Biosecurity #NZ
🖥️🧬💻
#AcademicSky
#MicroSky
🧪🧫🦠
September 29, 2025 at 11:49 AM
Fascinating! A clear microbiome phylogeny shaped by the host. I’m curious about clades with both human- and bovine-derived isolates. Can they colonize both hosts? Or HGT of host-specific genes? Thoughts? #microsky #microbiomesky 🧪
Reposted by AnniZLab: [🦠, 🧬 , ✨]
Dual transposon sequencing profiles the genetic interaction landscape in bacteria | Science www.science.org/doi/10.1126/...
Dual transposon sequencing profiles the genetic interaction landscape in bacteria
Gene redundancy complicates systematic characterization of gene function as single-gene deletions may not produce discernible phenotypes. We report dual transposon sequencing (dual Tn-seq), a platform...
www.science.org
September 26, 2025 at 3:48 AM
Reposted by AnniZLab: [🦠, 🧬 , ✨]
📝New preprint! #MicroSky
🕰️We chart the full, synchronized lifecycle of a predatory bacterium using Hi-C, RNA-seq, ChIP-seq & microscopy.
🧬We uncover dramatic shifts in nucleoid architecture & transcription, tightly coordinated with predation.
www.biorxiv.org/content/10.1...
🕰️We chart the full, synchronized lifecycle of a predatory bacterium using Hi-C, RNA-seq, ChIP-seq & microscopy.
🧬We uncover dramatic shifts in nucleoid architecture & transcription, tightly coordinated with predation.
www.biorxiv.org/content/10.1...
Dynamics and interplay of gene expression and chromosome organization across a predatory lifecycle
The obligate predatory bacterium Bdellovibrio bacteriovorus alternates between a motile attack phase and a growth phase inside another bacterium, during which it undergoes multiple rounds of DNA repli...
www.biorxiv.org
September 25, 2025 at 7:12 AM
📝New preprint! #MicroSky
🕰️We chart the full, synchronized lifecycle of a predatory bacterium using Hi-C, RNA-seq, ChIP-seq & microscopy.
🧬We uncover dramatic shifts in nucleoid architecture & transcription, tightly coordinated with predation.
www.biorxiv.org/content/10.1...
🕰️We chart the full, synchronized lifecycle of a predatory bacterium using Hi-C, RNA-seq, ChIP-seq & microscopy.
🧬We uncover dramatic shifts in nucleoid architecture & transcription, tightly coordinated with predation.
www.biorxiv.org/content/10.1...
Reposted by AnniZLab: [🦠, 🧬 , ✨]
Delighted to see our paper studying the evolution of plasmids over the last 100 years, now out! Years of work by Adrian Cazares, also Nick Thomson @sangerinstitute.bsky.social - this version much improved over the preprint. Final version should be open access, apols.
Thread 1/n
Thread 1/n
September 25, 2025 at 10:47 PM
Multidrug resistance efflux pumps drive C. parvum virulence differences - showing how gut microbiome protects against pathogen colonization, and how antibiotics can disrupt this defense. 🦠💊 #microsky #microbiomesky #Mevosky 🧪 www.cell.com/cell-host-mi...
Cryptosporidium parvum multidrug resistance protein confers resistance to toxic gut microbial metabolite
Huang et al. identify a multidrug-resistance-associated ABC transporter, CpMRP1, as
a genetic determinant of pathogenicity in Cryptosporidium parvum. Through genetic
mapping and functional assays, the...
www.cell.com
September 25, 2025 at 5:06 AM
Multidrug resistance efflux pumps drive C. parvum virulence differences - showing how gut microbiome protects against pathogen colonization, and how antibiotics can disrupt this defense. 🦠💊 #microsky #microbiomesky #Mevosky 🧪 www.cell.com/cell-host-mi...
A little touch of science to personalize my office (DNA + lab pens) 🧬 - any new idea would be appreciated! Curious, what makes your office feels like yours? 🧪
September 23, 2025 at 7:12 AM
A little touch of science to personalize my office (DNA + lab pens) 🧬 - any new idea would be appreciated! Curious, what makes your office feels like yours? 🧪
Take a look at this Review article by Katrine Qvortrup & co discussing advances in developing small molecules targeting three virulence categories, a promising strategy to combat antibiotic resistant infections👀
pubs.rsc.org/en/content/articlelanding/2025/md/d5md00272a
📍Denmark TU 🧪
pubs.rsc.org/en/content/articlelanding/2025/md/d5md00272a
📍Denmark TU 🧪
Small molecule antipathogenic agents against Staphylococcus aureus infections
Staphylococcus aureus, a Gram-positive bacterium, is a pathogen capable of infecting nearly all host tissues, causing severe morbidity and mortality. Antibiotic resistant S. aureus are abundant, and…
pubs.rsc.org
September 22, 2025 at 9:24 AM
Reposted by AnniZLab: [🦠, 🧬 , ✨]
Lineage tracking using methylation states from longitudinal bulk sampling. Sounds 🆒 and given recent work by @trevorgraham.bsky.social and colleagues, looks real.
Wondering about other applications like 🦠🧫
👉🏻News and views: www.nature.com/articles/d41...
👉🏻Paper
www.nature.com/articles/s41...
Wondering about other applications like 🦠🧫
👉🏻News and views: www.nature.com/articles/d41...
👉🏻Paper
www.nature.com/articles/s41...
Epigenetic clues from cancer’s past foretell its future
An innovative method to trace tumour evolution using patterns of fluctuating DNA modifications could be implemented in the clinic to predict cancer progression.
www.nature.com
September 21, 2025 at 9:58 PM
Lineage tracking using methylation states from longitudinal bulk sampling. Sounds 🆒 and given recent work by @trevorgraham.bsky.social and colleagues, looks real.
Wondering about other applications like 🦠🧫
👉🏻News and views: www.nature.com/articles/d41...
👉🏻Paper
www.nature.com/articles/s41...
Wondering about other applications like 🦠🧫
👉🏻News and views: www.nature.com/articles/d41...
👉🏻Paper
www.nature.com/articles/s41...
Super interesting! I’m curious what’s considered a “high-fiber” diet for people. Looks like the mice were tested on either no fiber or all carbs replaced with fiber? 🌾VS🍞 #microbiomesky 🧪🦠
If you missed Dr Chudan Xu's talk on what happens when we don't eat enough fibre, the preprint is now live 👇
www.medrxiv.org/content/10.1...
#EESMicrobiome @events.embl.org
www.medrxiv.org/content/10.1...
#EESMicrobiome @events.embl.org
September 21, 2025 at 12:45 PM
Super interesting! I’m curious what’s considered a “high-fiber” diet for people. Looks like the mice were tested on either no fiber or all carbs replaced with fiber? 🌾VS🍞 #microbiomesky 🧪🦠
Host-specific microbiome and genomic signatures in Bifidobacterium reveal co-evolutionary and functional adaptations across diverse animal hosts
#microbiology #microbiome #bifidobacterium
@cp-cellhostmicrobe.bsky.social
www.sciencedirect.com/science/arti...
#microbiology #microbiome #bifidobacterium
@cp-cellhostmicrobe.bsky.social
www.sciencedirect.com/science/arti...
Host-specific microbiome and genomic signatures in Bifidobacterium reveal co-evolutionary and functional adaptations across diverse animal hosts
Animals harbor divergent microbiota, including various Bifidobacterium species, yet their evolutionary relationships and functional adaptations remain…
www.sciencedirect.com
September 21, 2025 at 12:26 PM