# Computational metabolomics & community-driven tools | Justin van der Hooft Page: https://stenobird.com/podcast/the-metabolomist-podcast-5381703/computational-metabolomics-community-driven-tools-justin-van-der-hooft Text version: https://stenobird.com/podcast/the-metabolomist-podcast-5381703/computational-metabolomics-community-driven-tools-justin-van-der-hooft.md Podcast: [The Metabolomist podcast](https://stenobird.com/podcast/the-metabolomist-podcast-5381703) Published: 2026-06-02T07:20:54+00:00 Episode link: https://the-metabolomist.podigee.io/315-new-episode Audio file: https://audio.podigee-cdn.net/2510196-m-0540b0874eac268ac329d77d944c2b3d.mp3?source=feed Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-metabolomist-podcast-5381703/episodes/computational-metabolomics-community-driven-tools-justin-van-der-hooft Duration seconds: 3204 ## Resource In this episode, Alice Limonciel and Justin van der Hooft discuss the role of communities in the development of computational metabolomics, how molecular substructure annotation helps prioritize and interpret mass spectrometry data, and why open science and interoperable tools are essential for the future of metabolomics. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-metabolomist-podcast-5381703/episodes/computational-metabolomics-community-driven-tools-justin-van-der-hooft/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-metabolomist-podcast-5381703/computational-metabolomics-community-driven-tools-justin-van-der-hooft.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.