Gerry Tonkin-Hill's Avatar

Gerry Tonkin-Hill

@gerrythill.bsky.social

Group leader at Peter Mac & the Doherty Institute in Melbourne, Australia microbial genomics, statistics, machine learning

891 Followers  |  535 Following  |  10 Posts  |  Joined: 08.07.2023  |  1.5585

Latest posts by gerrythill.bsky.social on Bluesky


Research Assistant - Tonkin-Hill Lab Research Assistant - Tonkin-Hill Lab

It's a bit last minute, but we have an RA/junior postdoc position available in my lab (closing Sunday). Please reach out if you're interested in developing and applying methods to analyse microbial genomes and metagenomes! careers.petermac.org/job/MELBOURN...

20.02.2026 00:16 β€” πŸ‘ 4    πŸ” 7    πŸ’¬ 0    πŸ“Œ 0

At long last, my final PhD chapter is out: we developed a novel evolutionary simulator of bacterial pangenomes, Pansim, fitting it to data from >600K genomes using a likelihood-free framework, PopPUNK-mod, to explore neutral and adaptive pangenome dynamics www.biorxiv.org/content/10.6...

07.02.2026 10:08 β€” πŸ‘ 45    πŸ” 18    πŸ’¬ 2    πŸ“Œ 1

Proud to announce SimPhyNI, a new tool for bacterial GWAS with higher precision and scalability than existing tools. Try it out and let us know what you think!!

05.01.2026 14:55 β€” πŸ‘ 66    πŸ” 32    πŸ’¬ 5    πŸ“Œ 1
Preview
A metabolic atlas of the Klebsiella pneumoniae species complex reveals lineage-specific metabolism and capacity for intra-species co-operation Why are there so many co-circulating Klebsiella pneumoniae clones? Using genomics and large-scale metabolic modelling of >7000 isolates, this study identifies structured, clone-specific metabolic spec...

Absolutely stoked to have this published in @plosbiology.org

We looked at the metabolism of #Klebsiella pneumoniae 🦠🧫. We not only demonstrated lineage-specific #metabolism, but that lineages can cross-feed and support each other.

journals.plos.org/plosbiology/...

#MicroSky #microbiology 🧬 πŸ§ͺ πŸ’Š

13.12.2025 09:45 β€” πŸ‘ 82    πŸ” 32    πŸ’¬ 4    πŸ“Œ 2
Preview
Long-read metagenomics reveals phage dynamics in the human gut microbiome - Nature Complex prophage integration dynamics, including low-level induction, cross-family host range and transposase-mediated mobilization, challenge existing paradigms and deepen our understanding of phage–...

Long read Metagenomics, #phage and #prophage in the gut by Ami Bhatt's group. Beautiful data showing changes in phages over two years

#phagesky

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

26.11.2025 21:55 β€” πŸ‘ 70    πŸ” 35    πŸ’¬ 0    πŸ“Œ 1
Post image

🧬 Come check out my poster on agtools, an open-source Python framework for analysing and manipulating assembly graphs at #ABACBS2025 Poster #106
β€’
πŸ’» Github: github.com/Vini2/agtools
πŸ“„ Preprint: biorxiv.org/content/10.110…

25.11.2025 23:21 β€” πŸ‘ 27    πŸ” 15    πŸ’¬ 1    πŸ“Œ 0
Post image

PeterMac @petermaccc.bsky.social representing at #abacbs2025 What a community 😍

26.11.2025 01:03 β€” πŸ‘ 35    πŸ” 9    πŸ’¬ 0    πŸ“Œ 0
Post image Post image Post image Post image

Great talk from Michael Payne at #ABACBS2025 on DAMPA - tool for designing probe panels for targeted metagenomics using pangenome graphs! Captures all diversity efficiently, uses fewer probes than competitors. Critical for syndromic surveillance! πŸ§¬πŸ”¬ #Metagenomics

25.11.2025 04:29 β€” πŸ‘ 16    πŸ” 8    πŸ’¬ 0    πŸ“Œ 0

Happy to share our new AMR resource which has phenotypic AMR (usually MIC data) collected from publications and databases. This is paired with assemblies and annotations

We're excited for users who might train new models, find phenotype/genotype mismatches, or any other use

19.11.2025 12:27 β€” πŸ‘ 62    πŸ” 36    πŸ’¬ 1    πŸ“Œ 0
Preview
2025 ISB Virtual Microbiome Symposium - Institute for Systems Biology (ISB) Symposium Schedule All presentation times are shown in Pacific Daylight Time (GMT -07:00 / UTC -07:00) Time Talk / Session 9:00 Welcoming remarks by Sid Venkatesh Session One: Neural Effects

πŸ“£ Join us for the 2025 @isbscience.org Virtual Microbiome Symposium, focused on "Gut Microbial Metabolites and Their Impact on Host Systems".

co-director - @flash-point.bsky.social 🦠πŸ’₯

It's free, & we have an amazing line-up of speakers!

Dec. 12th. Please share!

isbscience.org/2025-isb-vir...

13.11.2025 07:13 β€” πŸ‘ 23    πŸ” 16    πŸ’¬ 0    πŸ“Œ 1
Logo of Bin Chicken (Australian white ibis) on a rubbish bin, pulling out a strand of DNA

Logo of Bin Chicken (Australian white ibis) on a rubbish bin, pulling out a strand of DNA

β€œBin Chicken” is now published in Nature Methods! It substantially improves genome recovery through rational coassembly 🧬πŸ–₯️. 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

13.11.2025 10:08 β€” πŸ‘ 73    πŸ” 38    πŸ’¬ 2    πŸ“Œ 4
Metalog Metalog is a repository of manually annotated metadata (or contextual data) for metagenomic sequencing data from across the globe.

We're very happy to release our new database Metalog metalog.embl.de ! It offers manually curated and harmonised contextual data for 110k metagenomics samples across the globe, incl. precomputed taxonomic profiles, for interactive browsing and for download 🧡 1/7

#microsky

15.08.2025 08:07 β€” πŸ‘ 73    πŸ” 45    πŸ’¬ 3    πŸ“Œ 2
Preview
Autocycler: long-read consensus assembly for bacterial genomes AbstractMotivation. Long-read sequencing enables complete bacterial genome assemblies, but individual assemblers are imperfect and often produce sequence-l

Happy to share that the paper describing Autocycler is now 100% up:
doi.org/10.1093/bioi...
(1/3)

29.09.2025 04:11 β€” πŸ‘ 67    πŸ” 36    πŸ’¬ 1    πŸ“Œ 0
Post image

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

25.09.2025 21:28 β€” πŸ‘ 299    πŸ” 154    πŸ’¬ 14    πŸ“Œ 8

Happy to see that Spacedust is now published on Nature Methods!
It combines sensitive Foldseek structure search and conserved neighborhood detection to discover functionally-associated gene clusters in prokaryotic & viral genomes.
1/6🧡

16.09.2025 20:26 β€” πŸ‘ 21    πŸ” 12    πŸ’¬ 1    πŸ“Œ 0
Preview
Efficient sequence alignment against millions of prokaryotic genomes with LexicMap - Nature Biotechnology LexicMap uses a fixed set of probes to efficiently query gene sequences for fast and low-memory alignment.

Sometimes you meet absolutely incredible bioinfo-magicians.
It was a huge privilege when @shenwei356.bsky.social
joined our group for a year on an @embl.org sabbatical.
While here, he developed a new way of aligning to
millions of bacteria, called LexicMap 1/n
www.nature.com/articles/s41...

10.09.2025 09:12 β€” πŸ‘ 190    πŸ” 99    πŸ’¬ 5    πŸ“Œ 4
Post image

Large AI models are reported to achieve high accuracy (AUROC) predicting pathogenic variants across the genome.

A preprint reports that the predictions are based on splice variants. Using only this info (no sequences, no AI) achieves AUROC=0.944 across noncoding variants.

1/2

09.09.2025 23:01 β€” πŸ‘ 15    πŸ” 7    πŸ’¬ 1    πŸ“Œ 0
Post image

πŸŒŽπŸ‘©β€πŸ”¬ For 15+ years biology has accumulated petabytes (million gigabytes) of🧬DNA sequencing data🧬 from the far reaches of our planet.πŸ¦ πŸ„πŸŒ΅

Logan now democratizes efficient access to the world’s most comprehensive genetics dataset. Free and open.

doi.org/10.1101/2024...

03.09.2025 08:39 β€” πŸ‘ 218    πŸ” 118    πŸ’¬ 3    πŸ“Œ 16
Preview
Genomic resistance in historical clinical isolates increased in frequency and mobility after the age of antibiotics Antibiotic resistance is frequently observed shortly after the clinical introduction of an antibiotic. Whether and how frequently that resistance occurred before the introduction is harder to determin...

What was antibiotic resistance like before we ever used antibiotics? How did we change what antibiotic resistance genes looked like over 100 years?

Our paper looking at resistance genes from a century of NCTC historical isolates now out in mGen:
www.microbiologyresearch.org/content/jour...

01.09.2025 17:49 β€” πŸ‘ 208    πŸ” 88    πŸ’¬ 9    πŸ“Œ 12
The view of the Adelaide Oval, site of the 2025 Australian Biology and Computational Biology Society (ABACBS) conference, from across the River Torrens. The conference will be held in Adelaide from 24 to 28 November and celebrates 10 years of ABACBS.

The view of the Adelaide Oval, site of the 2025 Australian Biology and Computational Biology Society (ABACBS) conference, from across the River Torrens. The conference will be held in Adelaide from 24 to 28 November and celebrates 10 years of ABACBS.

The 10th anniversary #ABACBS conference will be held in Adelaide from Nov 24-28. If you're thinking of coming, get in quick, as it's going to be a big week: A fantastic #bioinformatics conference with outstanding national and international speakers, and we're wrapping up the ABACBS week an AC/DC gig

17.07.2025 05:43 β€” πŸ‘ 9    πŸ” 5    πŸ’¬ 0    πŸ“Œ 0
Logo for the Sandpiper website

Logo for the Sandpiper website

Out in @natbiotech.nature.com: Metagenome taxonomy profilers usually ignore unknown species. SingleM is an accurate profiler which doesn't, even detecting phyla with no MAGs. Profiles of 700,000 metagenomes at sandpiper.qut.edu.au. A 🧡

16.07.2025 21:59 β€” πŸ‘ 131    πŸ” 71    πŸ’¬ 7    πŸ“Œ 9
Preview
ABACBS 2025 Conference Adelaide, South Australia. Nov. 24-

The day is finally here! πŸŽ‰ We’re releasing the invited speaker line-up, key dates, and lots more info for ABACBS 2025.
Check it out and share widely: www.abacbs.org/abacbs2025

Registrations and abstract submissions open next week, with abstracts due in August!

04.07.2025 04:34 β€” πŸ‘ 8    πŸ” 6    πŸ’¬ 0    πŸ“Œ 1
Preview
PBEEE/Quebec Merit Scholarship for Foreign Postdocs and Visiting Research Student and Visiting Researchers **Note that the FRQ is in the process of revamping their webpages. We will update links soon as we can with the current 2025 year's information. Be sure to check back to see if any eligibility or docu...

Are you a recent PhD (or soon to be PhD) from outside Canada looking to do a postdoc in Quebec?

Get in touch if you are excited about microbes, evolution, ecology, genomics (or all of the above!) and I'd be happy to help develop a project together!

www.mcgill.ca/gps/funding/...

11.06.2025 19:00 β€” πŸ‘ 50    πŸ” 67    πŸ’¬ 1    πŸ“Œ 4
FuGACI – JPIAMR JPIAMR is a global collaborative organisation and platform, engaging 28 nations to curb antimicrobial resistance (AMR) with a One Health approach.

www.bath.ac.uk/jobs/Vacancy...
Post doc available to work on Candida genomics with me at the Milner Centre for Evolution (U Bath, UK) as part of the JPIAMR funded project Fugaci www.jpiamr.eu/projects/fug...
For queries, email me!

20.05.2025 12:39 β€” πŸ‘ 1    πŸ” 6    πŸ’¬ 0    πŸ“Œ 0
Preview
Bifidobacteria support optimal infant vaccine responses - Nature Neonatal antibiotic use is shown to reduce immune response to infant vaccines, accompanied by reduced abundance of Bifidobacteria in the gut microbiota, with experiments in mice indicating that probio...

Delighted our study (7+ years in the making) is out today in Nature. In a nutshell, 48 hours of antibiotics in week 1 led to impaired vaccine responses up to 15 months later in infants. We show (in-vivo) a probiotic can fix it #microbiome #science #immunology
www.nature.com/articles/s41...

02.04.2025 23:33 β€” πŸ‘ 136    πŸ” 58    πŸ’¬ 7    πŸ“Œ 4

Being able to data plasmid acquisition, and to see the diversity of plasmids being gained and lost from lineages, was really eye opening! It was a pleasure to contribute my tiny bit to this huge paper and the data has so much more to give! @arredondo.bsky.social @gerrythill.bsky.social et al.

03.04.2025 11:34 β€” πŸ‘ 22    πŸ” 7    πŸ’¬ 0    πŸ“Œ 0
Group Leader Group Leader

We are recruiting a group leader in laboratory research at Peter Mac Cancer Centre in
Melbourne, Australia πŸ”¬πŸ¦˜πŸ’₯

Work in a cutting edge research environment in a vibrant world city!

We value research excellence, creativity and diversity.

Join us!

careers.petermac.org/job/MELBOURN...

05.03.2025 08:04 β€” πŸ‘ 30    πŸ” 34    πŸ’¬ 0    πŸ“Œ 5
Preview
Biased sampling confounds machine learning prediction of antimicrobial resistance Antimicrobial resistance (AMR) poses a growing threat to human health. Increasingly, genome sequencing is being applied for the surveillance of bacterial pathogens, producing a wealth of data to train...

Interested in predicting AMR in bacteria? We show ignoring phylogenetic structure in genome collections leads to overly optimistic evaluations of machine learning methods for AMR prediction. With @nwheeler443.bsky.social and former PhD student Yanying Yu. 🦠🧫🧬πŸ–₯️πŸ§ͺ

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

17.01.2025 22:08 β€” πŸ‘ 90    πŸ” 50    πŸ’¬ 2    πŸ“Œ 2
Preview
Home A tool for generating consensus long-read assemblies for bacterial genomes - rrwick/Autocycler

New year, new assemblies!
I'm excited to announce Autocycler, my new tool for consensus assembly of long-read bacterial genomes!
It's the successor to Trycycler, designed to be faster and less reliant on user intervention.
Check it out: github.com/rrwick/Autoc...
(1/5)

31.12.2024 23:43 β€” πŸ‘ 156    πŸ” 97    πŸ’¬ 2    πŸ“Œ 3
TNA documentation β€” TNA 0.0.1 documentation

I just made a first release of TNA - new tool to compare 2 bacterial genomes. Is shamelessly inspired by ACT, but should be simpler to use. Drag-n-drop two genomes: it runs BLAST for you and then you can visualize. For Mac, Windows 11, Linux tna.readthedocs.io

29.11.2024 11:38 β€” πŸ‘ 175    πŸ” 69    πŸ’¬ 9    πŸ“Œ 8

@gerrythill is following 20 prominent accounts