# All of Us Comes of Age. And So Does Its Funding: Josh Denny on the Next Phase of Precision Medicine Page: https://stenobird.com/podcast/mendelspod-podcast-742570/all-of-us-comes-of-age-and-so-does-its-funding-josh-denny-on-the-next-phase-of-precision-medicine Text version: https://stenobird.com/podcast/mendelspod-podcast-742570/all-of-us-comes-of-age-and-so-does-its-funding-josh-denny-on-the-next-phase-of-precision-medicine.md Podcast: [Mendelspod Podcast](https://stenobird.com/podcast/mendelspod-podcast-742570) Published: 2026-08-18T17:00:28+00:00 Episode link: https://www.mendelspod.com/p/all-of-us-comes-of-age-and-so-does Audio file: https://api.substack.com/feed/podcast/211489925/a36813f2b1c176ec57d903572e2e2ad2.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/mendelspod-podcast-742570/episodes/all-of-us-comes-of-age-and-so-does-its-funding-josh-denny-on-the-next-phase-of-precision-medicine Duration seconds: 2848 ## Resource There are very few genomics projects with the level of ambition of the NIH All of Us Research Program. The latest release includes data from more than 747,000 participants, 535,000 whole genomes, 480,000 electronic health records, and—for the first time—long-read sequencing, proteomics, transcriptomics, and a large collection of information extracted from clinical notes. More than 24,000 researchers are now using the resource. But the program is also arriving at an important transition: roughly 80 percent of its original ten-year funding runs out this year. So what happens when a massive national research experiment begins to come of age? Josh Denny, CEO of All of Us, joins us to talk about what the program has accomplished, what researchers are beginning to learn from the data, and what comes next. We discuss the extraordinary scale and diversity of the resource and the growing use of genetics alongside electronic health records and other forms of health data. All of Us is beginning to move from building infrastructure toward producing discoveries that could affect patient care. Denny explains why the program’s diversity is not simply a matter of representation but a scientific necessity. The project has already identified roughly 1.3 billion genetic variants, including more than 275 million that had not previously been observed. That diversity becomes even more important, Denny argues, as medicine moves toward increasingly personalized predictions and treatments. “We are capturing such a richer population and so much more kinds of data that we can’t actually reason through it as humans,” he says. “If the data underneath it are highly biased and not representative, then we’re going to make the wrong conclusions.” We also discuss All of Us as a platform for a much broa… ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/mendelspod-podcast-742570/episodes/all-of-us-comes-of-age-and-so-does-its-funding-josh-denny-on-the-next-phase-of-precision-medicine/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/mendelspod-podcast-742570/all-of-us-comes-of-age-and-so-does-its-funding-josh-denny-on-the-next-phase-of-precision-medicine.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.