#Kaptive
In the process of finishing my Kaptive Beauties #wip
January 26, 2026 at 2:55 AM
Kaptive for E.coli, letsgooooooooo
Now published! 'Identification of transporter-dependent capsular loci associated with the invasive potential of Escherichia coli' www.nature.com/articles/s41... insights below.....
www.nature.com
March 25, 2026 at 1:40 PM
BIGSdb v1.51.4 has been released. This adds a new #Kaptive plugin for surface polysaccharide typing of Acinetobacter baumannii and Klebsiella. github.com/kjolley/BIGS... for details. Kaptive is developed by @tomstantonmicro.bsky.social, @kelwyres.bsky.social , @katholt.bsky.social and colleagues.
July 18, 2025 at 7:57 AM
Kaptive v3 is out! It’s much faster than the old version, with improved typeability of K and O loci from low quality draft genomes. Go see Tom’s poster at #KLEBS24!
November 20, 2024 at 5:06 PM
The @klebnet.bsky.social team are pleased to share slides from our “Klebsiella pneumoniae Genomic Epidemiology & Antimicrobial Resistance” lecture series!

Topics include Kleb diversity, lineages, AMR, hypervirulence, how to use Kaptive & Kleborate for typing, and more!

klebnet.org/2025/11/18/k...
Klebsiella pneumoniae genomics tutorials – KlebNET-GSP
klebnet.org
November 18, 2025 at 8:25 AM
Kaptive Beauty

Second embroidery inspired by volume 1. no. 1. of Kaptive Beauties, 1974. One of the first vintage bondage magazines I sought out for my own collection. Giddy to finally have her embroidered.

7" embroidery on cotton. Not for sale.
April 1, 2026 at 11:29 PM
"Kaptive Gaming". sounds like he needs help. could be a message
September 22, 2025 at 3:02 AM
Check out our latest Kaptive update for highly sensitive and accurate identification of surface polysaccharide loci from WGS of #AMR pathogens, #Klebsiella and #Acinetobacter baumanii. Led by the awesome @tomstantonmicro.bsky.social
🦠🧫
Super excited to finally present the preprint to accompany Kaptive 3 which we released last year!

Big thanks to coauthors @kelwyres.bsky.social, @katholt.bsky.social, @genomarit.bsky.social and Iren Löhr.

Here's what we did to improve in silico antigen typing 👇🧵
www.biorxiv.org/content/10.1...
Fast and Accurate in silico Antigen Typing with Kaptive 3
Surface polysaccharides are common antigens in priority pathogens and therefore attractive targets for novel control strategies such as vaccines, monoclonal antibody and phage therapies. Distinct serotypes correspond to diverse polysaccharide structures that are encoded by distinct biosynthesis gene clusters, e.g. the Klebsiella pneumoniae species complex (KpSC) K- and O- loci encode the synthesis machinery for the capsule (K) and outer-lipopolysaccharides (O), respectively. We previously presented Kaptive and Kaptive 2, programs to identify K and O-loci directly from KpSC genome assemblies (later adapted for Acinetobacter baumannii), enabling sero-epidemiological analyses to guide vaccine and phage therapy development. However, for some KpSC genome collections, Kaptive (v≤2) was unable to type a high proportion of K-loci. Here we identify the cause of this issue as assembly fragmentation, and present a new version of Kaptive (v3) to circumvent this problem, reduce processing times and simplify output interpretation. We compared the performance of Kaptive v2 and Kaptive v3 for typing genome assemblies generated from subsampled Illumina read sets (decrements of 10x depth), for which a corresponding high quality completed genome was also available to determine the 'true' loci (n=549 KpSC, n=198 A. baumannii). Both versions of Kaptive showed high rates of agreement to the matched true locus among 'typeable' locus calls (≥96% for ≥20x read depth), but Kaptive v3 was more sensitive, particularly for low depth assemblies (at <40x depth, v3 ranged 0.85-1 vs v2 0.09-0.94) and/or typing KpSC K-loci (e.g. 0.97 vs 0.82 for non-subsampled assemblies). Overall, Kaptive v3 was also associated with a higher rate of optimal outcomes i.e. loci matching those in the reference database were correctly typed and genuine novel loci were reported as untypeable (73-98% for v3 vs 7-77% for v2 for KpSC K-loci). Kaptive v3 was >1 order of magnitude faster than Kaptive v2 making it easy to analyse thousands of assemblies on a desktop computer, facilitating broadly accessible in silico serotyping that is both accurate and sensitive. The Kaptive v3 source code is freely available on GitHub (https://github.com/klebgenomics/Kaptive), and has been implemented in Kaptive Web (https://kaptive-web.erc.monash.edu). ### Competing Interest Statement The authors have declared no competing interest.
www.biorxiv.org
February 10, 2025 at 9:43 AM
concept: someone commissions these as embroidery hoops
August 30, 2025 at 3:14 AM
Kaptive 3 is now integrated within Kaptive-Web (kaptive-web.erc.monash.edu), PathogenWatch (pathogen.watch), the new Kleborate 3 framework (github.com/klebgenomics...) and Bactopia (bactopia.github.io/latest/).

Remember to cite us if you use Kaptive for your results, and watch out for "Untypeable"!
Pathogenwatch
A global platform for genomic surveillance.
pathogen.watch
February 9, 2025 at 3:19 AM
Kleborate v3 is also out now, it calls Kaptive v3 for rapid serotype prediction, plus speciation, MLST, AMR and virulence genotyping. (V3 is also now available via Pathogenwatch and Bactopia) - so get Kleborating! #KLEBS24
November 20, 2024 at 6:12 PM
Unsure who remembers my personal quest to find that bondage photo from the 70s, but I finally caved and bought Kaptive Beauties volume 1 no. 1 so I can scan her
August 27, 2025 at 8:13 PM
Super excited to finally present the preprint to accompany Kaptive 3 which we released last year!

Big thanks to coauthors @kelwyres.bsky.social, @katholt.bsky.social, @genomarit.bsky.social and Iren Löhr.

Here's what we did to improve in silico antigen typing 👇🧵
www.biorxiv.org/content/10.1...
Fast and Accurate in silico Antigen Typing with Kaptive 3
Surface polysaccharides are common antigens in priority pathogens and therefore attractive targets for novel control strategies such as vaccines, monoclonal antibody and phage therapies. Distinct serotypes correspond to diverse polysaccharide structures that are encoded by distinct biosynthesis gene clusters, e.g. the Klebsiella pneumoniae species complex (KpSC) K- and O- loci encode the synthesis machinery for the capsule (K) and outer-lipopolysaccharides (O), respectively. We previously presented Kaptive and Kaptive 2, programs to identify K and O-loci directly from KpSC genome assemblies (later adapted for Acinetobacter baumannii), enabling sero-epidemiological analyses to guide vaccine and phage therapy development. However, for some KpSC genome collections, Kaptive (v≤2) was unable to type a high proportion of K-loci. Here we identify the cause of this issue as assembly fragmentation, and present a new version of Kaptive (v3) to circumvent this problem, reduce processing times and simplify output interpretation. We compared the performance of Kaptive v2 and Kaptive v3 for typing genome assemblies generated from subsampled Illumina read sets (decrements of 10x depth), for which a corresponding high quality completed genome was also available to determine the 'true' loci (n=549 KpSC, n=198 A. baumannii). Both versions of Kaptive showed high rates of agreement to the matched true locus among 'typeable' locus calls (≥96% for ≥20x read depth), but Kaptive v3 was more sensitive, particularly for low depth assemblies (at <40x depth, v3 ranged 0.85-1 vs v2 0.09-0.94) and/or typing KpSC K-loci (e.g. 0.97 vs 0.82 for non-subsampled assemblies). Overall, Kaptive v3 was also associated with a higher rate of optimal outcomes i.e. loci matching those in the reference database were correctly typed and genuine novel loci were reported as untypeable (73-98% for v3 vs 7-77% for v2 for KpSC K-loci). Kaptive v3 was >1 order of magnitude faster than Kaptive v2 making it easy to analyse thousands of assemblies on a desktop computer, facilitating broadly accessible in silico serotyping that is both accurate and sensitive. The Kaptive v3 source code is freely available on GitHub (https://github.com/klebgenomics/Kaptive), and has been implemented in Kaptive Web (https://kaptive-web.erc.monash.edu). ### Competing Interest Statement The authors have declared no competing interest.
www.biorxiv.org
February 9, 2025 at 3:19 AM
Hawley is a Kraven, Korrupt Kaptive of GOP Kompromat.
June 28, 2025 at 9:08 PM
evliler yine sanki zorla kaptive ediliyormuş gibi acıklı, mağdur, evlilik boklayan mesajlar atıyor. undo the imza karşim. evlenmeniz tantana, evliliğiniz tantana… bıktım sizden.
September 3, 2024 at 11:16 AM
Woohoo Kaptive is now integrated within BIGSdb for #Klebsiella and #Acinetobacter.
Thanks @kjolley.bsky.social!

Also like to acknowledge that the Acineto dbs were developed and maintained by Johanna Kenyon and team at Griffith Uni.
BIGSdb v1.51.4 has been released. This adds a new #Kaptive plugin for surface polysaccharide typing of Acinetobacter baumannii and Klebsiella. github.com/kjolley/BIGS... for details. Kaptive is developed by @tomstantonmicro.bsky.social, @kelwyres.bsky.social , @katholt.bsky.social and colleagues.
July 21, 2025 at 11:47 PM
Lastly, we'd like to thank YOU, the Kaptive community, for guiding development, spotting bugs and collaborating with us!

But this is just the beginning, we have lots of exciting things in store for the future of Kaptive to make in silico serotyping even better!

#kaptive #klebsiella #acinetobacter
February 9, 2025 at 3:19 AM
So enter Kaptive 3, a complete overhaul of Kaptive with a new algorithm designed to handle fragmented loci.

We also refactored (and simplified) the confidence score to be more sensitive for broken loci and missing genes, allowing more Kaptive data to be used when the assembly may not be complete 💯
February 9, 2025 at 3:19 AM
We know the command-line can be tricky, so we made the CLI much friendlier 🧑‍💻

For the code-savvy, there's also a Python API allowing Kaptive to be used within your own programs 🧱
All the information you need is in the documentation, which we update regularly: kaptive.readthedocs.io/en/latest/
Introducing Kaptive 3 — Kaptive 3.0.0 documentation
kaptive.readthedocs.io
February 9, 2025 at 3:19 AM
Absolute gold-standard work here. For your #Acinetobacter and #Klebsiella needs, upgrade to Kaptive 3 today!

1) More accurate capsule predictions on poorer quality genomes
2) Sets a precedent for how to build a systematic and robust capsule database
3) ~1 second per genome
Super excited to finally present the preprint to accompany Kaptive 3 which we released last year!

Big thanks to coauthors @kelwyres.bsky.social, @katholt.bsky.social, @genomarit.bsky.social and Iren Löhr.

Here's what we did to improve in silico antigen typing 👇🧵
www.biorxiv.org/content/10.1...
Fast and Accurate in silico Antigen Typing with Kaptive 3
Surface polysaccharides are common antigens in priority pathogens and therefore attractive targets for novel control strategies such as vaccines, monoclonal antibody and phage therapies. Distinct serotypes correspond to diverse polysaccharide structures that are encoded by distinct biosynthesis gene clusters, e.g. the Klebsiella pneumoniae species complex (KpSC) K- and O- loci encode the synthesis machinery for the capsule (K) and outer-lipopolysaccharides (O), respectively. We previously presented Kaptive and Kaptive 2, programs to identify K and O-loci directly from KpSC genome assemblies (later adapted for Acinetobacter baumannii), enabling sero-epidemiological analyses to guide vaccine and phage therapy development. However, for some KpSC genome collections, Kaptive (v≤2) was unable to type a high proportion of K-loci. Here we identify the cause of this issue as assembly fragmentation, and present a new version of Kaptive (v3) to circumvent this problem, reduce processing times and simplify output interpretation. We compared the performance of Kaptive v2 and Kaptive v3 for typing genome assemblies generated from subsampled Illumina read sets (decrements of 10x depth), for which a corresponding high quality completed genome was also available to determine the 'true' loci (n=549 KpSC, n=198 A. baumannii). Both versions of Kaptive showed high rates of agreement to the matched true locus among 'typeable' locus calls (≥96% for ≥20x read depth), but Kaptive v3 was more sensitive, particularly for low depth assemblies (at <40x depth, v3 ranged 0.85-1 vs v2 0.09-0.94) and/or typing KpSC K-loci (e.g. 0.97 vs 0.82 for non-subsampled assemblies). Overall, Kaptive v3 was also associated with a higher rate of optimal outcomes i.e. loci matching those in the reference database were correctly typed and genuine novel loci were reported as untypeable (73-98% for v3 vs 7-77% for v2 for KpSC K-loci). Kaptive v3 was >1 order of magnitude faster than Kaptive v2 making it easy to analyse thousands of assemblies on a desktop computer, facilitating broadly accessible in silico serotyping that is both accurate and sensitive. The Kaptive v3 source code is freely available on GitHub (https://github.com/klebgenomics/Kaptive), and has been implemented in Kaptive Web (https://kaptive-web.erc.monash.edu). ### Competing Interest Statement The authors have declared no competing interest.
www.biorxiv.org
February 9, 2025 at 10:07 AM
Kaptive 3 is also much (much) faster than Kaptive 2, taking ~1 second per assembly 🏎️💨

This means that if you don't have a fancy HPC, then don't worry! You can still analyse thousands of your own assemblies on your laptop in a reasonable time! 💻
February 9, 2025 at 3:19 AM
Klint kept kaptive at kasino
February 27, 2026 at 2:18 AM
We then subsampled the corresponding short reads at decreasing depths and created sets of increasingly awful draft assemblies with loci broken over contigs and lots of genes missing.

Kaptive 3 was much more sensitive than Kaptive 2, and maintained accuracy even when the assemblies were awful! 💩
February 9, 2025 at 3:19 AM
Thanks @theviin.bsky.social for the invite to join this great meeting, and share our work on Kaptive for capsule typing, and how we can apply it to inform #klebsiella vaccines: tinyurl.com/npaj4vzr
With @tomstantonmicro.bsky.social @shaunkeegan.bsky.social @katholt.bsky.social and many others
February 19, 2026 at 10:01 PM
Live ❣️Kaptive Krowd Klassics at American Airports🙃
Kat | Politics for Everyday Texans
Almost missed my flight to yell at Ted Cruz who was holding a press conference next to the security line at the Houston airport. Almost every single TSA agent thanked me for calling him out on his BS lies. They know Rep's are responsible for the government shutdown
October 18, 2025 at 11:02 PM