#PPCG
SIXTH PLACE!

This is likely less an indication of my skill than an indication of most golfer's lack of desire to waste any of their prescious time on this earth even attempting to minify COBOL.

Tbh I got a pretty decent jump just accidentally finding out that […]

[Original post on hachyderm.io]
October 29, 2026 at 7:28 PM
I'm grateful to everyone across PPCG who built this remarkable resource over many years, and especially to the patients who donated samples and data. [10/9]
October 24, 2026 at 3:19 PM
Our study of genomic drivers in prostate cancer is now published in Nature Communications!

Using whole-genome sequencing data from 961 primary prostate cancers in the Pan Prostate Cancer Group (PPCG), we mapped driver alterations and their clinical relevance. [1/9]

www.nature.com/articles/s41...
The molecular heterogeneity and clinical impact of genomic driver alterations in prostate cancer - Nature Communications
The identification of clinically relevant driver alterations in prostate cancer remains elusive. Here, integrative analysis of cancer driver genes using the Pan Prostate Cancer Group whole genome sequ...
www.nature.com
October 24, 2026 at 3:19 PM
for my multilinguals it's on your tube www.youtube.com/watch?v=PPcG...
大病人
YouTube video by 日本映画ファン
www.youtube.com
October 19, 2026 at 2:36 PM
Huge congratulations to Diogo Pellegrina, Daria Kiriy, and Kevin Cheng for leading this incredible piece of work, and to @reimand.bsky.social and @jweischenfeldt.bsky.social for driving the vision across the whole project. It was a great pleasure to contribute to this collaborative effort.
The molecular heterogeneity and clinical impact of genomic driver alterations in prostate cancer - Nature Communications | Daria Kiriy
Excited to share that our latest study is now published in Nature Communications! 🍾 🎉 Using data from the largest prostate cohort cohort (PPCG), we systematically characterised the genomic driver la...
lnkd.in
October 16, 2026 at 1:28 PM
Delighted to share our latest PPCG (panprostate.org) paper out today in Nature Communications titled "The molecular heterogeneity and clinical impact of genomic driver alterations in prostate cancer".

Read the full open-access paper here: doi.org/10.1038/s414...
The molecular heterogeneity and clinical impact of genomic driver alterations in prostate cancer - Nature Communications
The identification of clinically relevant driver alterations in prostate cancer remains elusive. Here, integrative analysis of cancer driver genes using the Pan Prostate Cancer Group whole genome sequ...
doi.org
October 16, 2026 at 1:32 PM
The molecular heterogeneity and clinical impact of genomic driver alterations in prostate cancer
We analysed 961 matched tumour-normal whole genomes from primary, localized, and predominantly untreated prostate cancers in the Pan Prostate Cancer Group (PPCG) cohort processed using standardized consensus pipelines14. The analysed subset comprised fresh-frozen samples from six contributing countries (Canada, Germany, UK, Australia, Denmark, France), with median tumour and normal sequencing depths of 69 and 41, respectively; matched RNA-seq data were available for 494 (51%) tumours, and one representative tumour sample per donor was selected (Supplementary Data 1). Key clinical and demographic features of the cohort, including donor age, PSA at tumour collection, Gleason grade group, pathological T-stage, metastasis during follow-up, and predicted ancestry, are summarised in Supplementary Fig. 1. Most of the cohort (709 or 74%) had the annotations required for metastasis-free survival analysis. The cohort was enriched for European ancestry (90%), with smaller groups for African (3.5%), East Asian (1.7%), Admixed American (0.6%), or unassigned (3.3%). Pathogenic germline risk variants in established prostate cancer predisposition genes were identified in 4.6% of donors, including germline variants in BRCA1 or BRCA2 in 2.2% of donors. A cancer driver is a genomic alteration that provides a selective growth advantage to a cancer cell, and can be identified in large datasets of tumour...
www.nature.com
October 16, 2026 at 10:06 AM
It would not be unreasonable to interpret this as another genocide threat.

Please remember that merely *threatening* genocide violates the UN Convention on the PPCG.

Trump is blustering and full of shit as to our military capabilities right now, but this context should always be included.
"The president said the US is in constant communication with the Houthis, and that they've agreed not to fight the US. But the big headline here is the president said the Iranians better behave, and he's making a decision as to whether or not to blow up their nation."
September 21, 2026 at 12:22 AM
This research has been more than a decade in the making, and is the first major output of the Pan Prostate Cancer Group (PPCG), a global consortium with key local contributions from @unimelb.edu.au and @wehi-research.bsky.social
Pan Prostate Cancer Group - Home
PanProstate Cancer Group website.
panprostate.org
September 18, 2026 at 12:00 AM
This is just the beginning: another PPCG paper - also co-authored by Jung, Pope, Park and Hall - is already out in Nature Communications, another four papers have been accepted, and more are on the way.

Watch this space!
Recurrent mechanisms of biallelic epigenetic inactivation reveal new putative tumour suppressor genes in prostate cancer - Nature Communications
Epigenetic biallelic inactivation in prostate cancer remains to be explored. Here, the authors develop a computational method Epi2Hit that integrates the hemizygous genomic disruptions with patterns of hypermethylation at regulatory CpG sites to identify biallelic inactivation in tumour suppressor genes.
doi.org
September 18, 2026 at 12:00 AM
This study reflects years of work by an incredible team led by Andreas Gruber, Andre Olsen, @bhernando.bsky.social, @cclkevin.bsky.social, @gmaci.bsky.social, @jweischenfeldt.bsky.social. Thanks to collaborators across PPCG, and to patients who donated samples & clinical data to enable this work.[5]
September 16, 2026 at 2:08 PM
Our paper on mutational processes in prostate cancer is out now in Nature! By analysing nearly 1,000 primary prostate cancer genomes from the Pan Prostate Cancer Group (PPCG), we identified the major mutational processes shaping prostate cancer genomes. www.nature.com/articles/s41... [1/5]
Integrated signatures define mutational processes in prostate cancer - Nature
Eight integrated mutational footprints collectively explain the mutational processes in 85% of primary prostate cancer genomes.
www.nature.com
September 16, 2026 at 2:08 PM
3/ Substrate: 959 primary tumours from 1,001 PPCG donors, 7 countries, uniformly reprocessed, germline + somatic called the same way, median 7 yrs clinical follow-up. 4.7M SNVs, 292K indels, 74K SVs, 55K CNAs.
September 12, 2026 at 10:28 AM
1/ NEW PAPER 🎉

🧵 We mapped the mutational processes shaping 959 prostate cancer genomes from the Pan Prostate Cancer Group (PPCG), integrating SBS, ID, CX and complex SV signatures. Eight footprints account for the processes in 85% of cases www.nature.com/articles/s41... @nature.com
Integrated signatures define mutational processes in prostate cancer - Nature
Eight integrated mutational footprints collectively explain the mutational processes in 85% of primary prostate cancer genomes.
www.nature.com
September 12, 2026 at 10:28 AM
16/ Code: github.com/panprostate/mutational-signatures. Data via EGA (EGAS00001002876) and HMF. Everything is there – please take it apart.
GitHub - panprostate/mutational-signatures: PPCG mutational processes working group
PPCG mutational processes working group. Contribute to panprostate/mutational-signatures development by creating an account on GitHub.
github.com
September 12, 2026 at 10:28 AM
17/ Enormous effort from co-first authors Andreas Gruber (Konstanz), André Olsen (BRIC Copenhagen) and Kevin Cheng (OICR), and from @gmaci.bsky.social, @reimand.bsky.social and @jweischenfeldt.bsky.social who co-led it. Thanks to #PPCG, to the men who donated samples, and to our funders.
September 12, 2026 at 10:28 AM
Integrated signatures define mutational processes in prostate cancer
We used data from the PPCG consortium of primary prostate cancer samples from a total of 1,001 prostate cancer donors with 1,172 tumour samples. Informed ethical consent was obtained at clinical follow-up, and was consistent with local research ethics and International Cancer Genome Consortium (ICGC) guidelines (https://icgc.org/). Ethical approval was obtained from local research ethical committees (details are provided in the Supplementary Methods). Analysis of SVs from genomic data Simple and complex SV classification method We conducted SV classification on the PPCG cohort using the cSVc tool18, including also SVs near TARBS and chromothripsis, both abundant in prostate cancer. First, exact breakpoint estimation from our WGS short-read sequencing data was conducted by using split-read information. Specifically, for each sample, we used the median of soft-clipped reads from the corresponding tumour BAM file to obtain corrected breakpoint positions. Next, we used ClusterSV18 to obtain clusters of SVs from the corrected SV data and we also used Battenberg68 to obtain segmented CN files from tumour and normal read coverage files. For each sample, we generated CN files segmented by corrected SV breakpoints by using the corrected SV data, the CN segmentation file, CN coverage and the tumour BAM file. Finally, we conducted...
www.nature.com
September 12, 2026 at 5:53 PM
The research is the first major publication from the Pan Prostate Cancer Group (PPCG), a global initiative jointly established by researchers at UEA and The Institute of Cancer Research (ICR) in London.
September 11, 2026 at 9:59 AM
Read our cool study out in @nature.com 🧬 great work by Andreas Gruber, André Vidas Olsen, @bhernando.bsky.social and Kevin Cheng. Co-led with @reimand.bsky.social and @gmaci.bsky.social
Read post here: tinyurl.com/3abceaev
Also great media coverage here: tinyurl.com/yz8mcb98
September 10, 2026 at 2:04 PM
If one paper out today wasn't enough, from the PanProstate Cancer Group (panprostate.org), we've got another outstanding paper. This one looking at biallelic epigenetic inactivation in the first PPCG data set.

Great work. Lucky to be involved.

doi.org/10.1038/s414...
Pan Prostate Cancer Group - Home
PanProstate Cancer Group website.
panprostate.org
September 9, 2026 at 7:53 PM
Auditors flag PPCG delays, costs; Kavanagh floats shutdown

State auditors say PPCG cost controls were not fully implemented, citing delays that continued to cost the state hundreds of millions.
Auditors flag PPCG delays, costs; Kavanagh floats shutdown
State auditors say PPCG cost controls were not fully implemented, citing delays that continued to cost the state hundreds of millions. GOP leaders now talk cuts or closure while Hobbs and Mayes defend emergency rulemaking that paused a key tool.
saguarosignal.com
August 14, 2026 at 5:13 PM