Ion Genomics Podcast

Andrew P. Han

Ion Genomics brings you in-depth but also wide-ranging conversations with leading figures in genomic science and technology. Hosted by veteran science journalist Andrew P. Han, the Ion Genomics Podcast is a weekly window into the latest advances driving exploration of human biology. For more science and business news, check out www.iongenomics.bio and subscribe to the newsletter.

  1. 2d ago

    Epigenetics, Methylation, and Aging, With Andrew Adey

    Episode 15: OHSU Researcher Andrew Adey discusses his interest in methylation and how researchers are using new technologies to fill in theories about cell identity and aging dating back to  the 1950s.  For more stories, podcasts, and other coverage of genomics, visit www.iongenomics.bio. Show NotesEric Topol Substack Article: “Loss of Cell Identity Drives Human Aging” Review paper on epigenetics and aging: Yücel, A.D., Molière, A. & Gladyshev, V.N. “Written in development and lost in ageing: the grammar of cellular identity.” Nature. Sept. 30, 2026. Another paper on epigenetics and aging Lu et al. “Prevalent mesenchymal drift in aging and disease is reversed by partial reprogramming.” Cell. October 2025. Adey lab preprint on single-cell methylation analysis in the brain: Rylaarsdam, et al. “Early postnatal DNA methylation dynamics define neuronal subtypes and are disrupted by MECP2 loss.” bioRxiv. June 8, 2026. Adey lab Amethyst paper: Rylaarsdam, et al. “Single-cell DNA methylation analysis tool Amethyst resolves distinct non-CG methylation patterns in human astrocytes and oligodendrocytes.” Commun Biol. Oct. 14, 2025. Ecker lab paper on non-canonical methylation in the brain: Lister, et al. “Global epigenomic reconfiguration during mammalian brain development.” Science. July 4, 2013.  My GenomeWeb story on methylation sequencing tech (paywall) SciMet v3 paper: Nichols, et al. “Atlas-scale single-cell DNA methylation profiling with sciMETv3.”Cell Genomics. Jan. 8, 2025.

  2. Oct 9

    What is Grail’s Galleri If It Can’t Be Called ‘Early?’ With Alex Dickinson

    Grail’s Galleri blood-based cancer detection test appears headed towards approval by the FDA after it passed a trio of votes from an advisory committee Sept. 23. However, a closer look at the votes — especially the split vote on the question of efficacy — and the debate that preceded it revealed just how much remains unsettled about what the test achieves. As this is the first test of its kind, with more to follow, how FDA chooses to regulate multiple aspects will reveal a lot about where the field is and what it still may need to prove. And it may be the last chance science-minded regulators have to put some reins on Galleri before it gets out into a world where Grail has used its money and influence to tilt the market in its favor.  Alex Dickinson, a former Illumina executive who has built a large following on LinkedIn, in part due to his sharp critiques of Grail and Galleri, joined me to break the situation down. Show NotesAlex Dickinson’ LinkedIn Feed OpenOnco Gilbert Welch STAT Op-ed https://www.statnews.com/2026/10/06/grail-multi-cancer-screening-test-criticism/ AdCom Vote Explanation Segment Transcript, including Dan Swerdlow's quote on the burden of Galleri on the US healthcare system https://www.iongenomics.bio/p/raw-reads-grail-galleri-fda-adcom?r=3ihla5 My story for GenomeWeb on Grail disclosing that the NHS-Galleri trial not meet its primary endpoint (Paywall) https://www.genomeweb.com/cancer/grail-fda-plans-undeterred-after-nhs-galleri-mced-trial-misses-primary-endpoint/ David Cameron NHS/Grail/Illumina  https://www.bbc.com/news/business-58146567 https://www.bmj.com/content/386/bmj.q1706 Grail’s $15 million in lobbying https://www.iongenomics.bio/p/grails-15m-lobbying-shortcut-newsletter?r=3ihla5 Grail participation in RFK Jr.-linked event, first reported by Bloomberg (paywall) https://www.bloomberg.com/news/articles/2026-09-18/rfk-jr-linked-group-offered-access-to-us-officials-for-payment And also in the Los Angeles Times https://www.latimes.com/science/story/2026-09-22/rfk-jr-linked-group-offered-access-to-us-officials-for-fee NHS Oncologists’ Letter to The Lancet  “GRAIL-Galleri: why the special treatment?”

  3. Sep 18

    How Well Do AI Models Understand Wet Lab Work? With Benchling’s Nicholas Larus-Stone

    Nicholas Larus-Stone is Benchling’s Head of AI and coauthor of a new benchmarking study putting large language models (LLMs) like Claude and ChatGPT to work redesigning wet lab protocols.  The models did just fine, but didn’t blow the Benchling team away. “They can certainly be helpful at certain biological tasks, but they've by no means solved some of the kind of biology problems that people really care about,” Larus-Stone said. That said, he believes that pharmaceutical companies should be spending more on AI usage. That’s just one of several spicier takes we got into in our conversation.  Listen for more of Larus-Stone’s thoughts on why benchmarking LLMs is important, how open-source models can be competitive against proprietary ones, how he has fostered cross-pollination between software engineers and scientists by founding Bits in Bio, and whether he likes the term “TechBio.”  Show NotesBenchling’s Bench-Bench protocol study white paper Benchling blog post about the benchmarking study Bits in Bio Website Bits in Bio 2025 Annual Report Other AI benchmarking studies  From Jure Lescovec’s lab and the Biomni team: Qu et al. “BiomniBench: Process-level Evaluation of LLM Agents for Real-world Biomedical Research” bioRxiv. May 12, 2026. Guo et al. “PromptBio-Bench: Benchmarking LLM-based Bioinformatics Agents for End-to-End Data Analysis.” BioRxiv. June 1, 2026.  Other podcast episodes referenced https://www.iongenomics.bio/p/ai-agents-are-coming-for-the-lab

  4. Sep 11

    Mitochondria Are NOT Just the Powerhouse of the Cell, with Gordon Freedman

    Gordon Freedman and I both developed an interest in mitochondria due to our love of cycling and to understand the limits of performance. Whereas I sought to find a racer’s edge by delving into the biology underlying endurance sports, Freedman sought answers to a simpler question: Why can’t I push as hard as I used to be able to? Follow us down the rabbit hole to a world where there are multiple genomes to consider — one of them bacterial in nature — and a dearth of experimental tools has made it hard to connect mitochondria and their functions to other questions in biology and health. But there’s also hope that by connecting mitochondria to research areas such as cancer and neurodegenerative disease, scientists can peer further into the darkness than they could with only the light of the nuclear genome.  Show notes:  Gordon’s website, MitoWorld Distribution of pools of mitochondria in skeletal muscle cells. Image credit: Parry et al.  Parry et al. “Impact of Capillary and Sarcolemmal Proximity on Mitochondrial Structure and Energetic Function in Skeletal Muscle.” The Journal of Physiology. April 2, 2024. Guo, Y., Xue, Y. Mitochondria as convergence hubs for innate immunity pathways. Communications Biology. (June 8, 2026). Shen et al. “Mitochondria as Cellular and Organismal Signaling Hubs.” The Annual Review of Cell and Developmental Biology. July 8, 2022. IMDB page for A Brief History of Time. https://www.imdb.com/title/tt0103882/

  5. Jul 10

    AI Agents are Coming for the Lab, With Tahoe Bio CSO Johnny Yu

    My guest this week, Johnny Yu, has seen firsthand how the new code-writing capabilities of LLMs has widened horizons for the use of AI in biology. Tahoe Bio, a company he cofounded, has built its own AI agents, which are helping it rethink how to use AI in drug discovery and development. We discuss two other recent agentic AI developments from recent weeks. A publication in Science from Jure Leskovec's Stanford University Lab on Biomni, a multi-purpose, general intelligence that he hopes will help researchers get more out of their efforts. “What if every biomedical scientist had a tireless expert collaborator?," he said. "One that could actually go read literature, one that could actually go run the analysis, understand the data, design the experiments across any area of biology?” Started in 2024 and put up as an open-source project in 2025, Biomni — already being commercialized by a startup, Phylo — heralds a new wave of technologies that stand on the shoulders of the large language models behind products like Google Gemini and Anthropic's Claude.  Just last week, Anthropic launched Claude Science, another wide-ranging research aide that is also based on AI agents. And a recent leap in Claude’s ability to write code means even more are likely on the way. Researchers are already lining up to try them out. According to Leskovec and his Phylo cofounders Kexin Huang and Jerry Qu, more than 10,000 people have already started using Biomni. For more, check out the post on iongenomics.bio.

Ratings & Reviews

5
out of 5
4 Ratings

About

Ion Genomics brings you in-depth but also wide-ranging conversations with leading figures in genomic science and technology. Hosted by veteran science journalist Andrew P. Han, the Ion Genomics Podcast is a weekly window into the latest advances driving exploration of human biology. For more science and business news, check out www.iongenomics.bio and subscribe to the newsletter.