Rayan Chikhi
rayanchikhi.bsky.social
Rayan Chikhi
@rayanchikhi.bsky.social
Earth’s genetic diversity is a heritage of humanity. It has been an honour to explore this data with a team of dedicated scientists who shared our vision of making this data free and accessible to all 🌍🧬❤️ Thank you!

Updated preprint: doi.org/10.1101/2024...
September 3, 2025 at 8:39 AM
This is a new frontier for biological discovery and AI training data. Logan expands the universe of known proteins, plasmids, AMR, P4 satellites, and the newly discovered Obelisk RNA elements.
September 3, 2025 at 8:39 AM
All Logan data is freely-available (cc0) right now. We show how Logan-Search (www.logan-search.org) can be used to uncover viral reactivation (HHV-6) in cell therapy products (TIL and CAR-T).
September 3, 2025 at 8:39 AM
Logan rapidly accesses the tapestry of Life’s genetic diversity and can help solve global issues.

To tackle the microplastic crisis, we searched Logan for new versions of the 213 known plastic-degrading enzymes. We identified 200+ million homologs 🤯, including new high-efficiency enzymes 🥤🔥
September 3, 2025 at 8:39 AM
Logan enables minute-scale k-mer search, and hour-scale deep homology protein alignment search, across 100+ Billion proteins.

www.logan-search.org
September 3, 2025 at 8:39 AM
One year after our initial preprint, we're excited to post a major update to Logan.

At its heart, Logan is the assembly of 27 million samples (50 Pbp) using a 6-day cloud-compute peaking at 2.2M vCPUs. This compresses the SRA 140x compared to raw FASTQs.

github.com/IndexThePlan...
September 3, 2025 at 8:39 AM
🌎👩‍🔬 For 15+ years biology has accumulated petabytes (million gigabytes) of🧬DNA sequencing data🧬 from the far reaches of our planet.🦠🍄🌵

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

doi.org/10.1101/2024...
September 3, 2025 at 8:39 AM