{
  "id": 15603906,
  "title": "LineageFlow: Growth-Corrected State Dynamics for Probabilistic Cell-Fate Prediction",
  "url": "https://urgent.news/2026/10/19/lineageflow-growth-corrected-state-dynamics-for-probabilistic-cell",
  "topic": "science",
  "section": "Science",
  "published": "2026-10-19T00:00:00.000Z",
  "source": {
    "name": "bioRxiv",
    "slug": "biorxiv",
    "url": "https://www.biorxiv.org/content/10.64898/2026.10.17.759846v1?rss=1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Single-cell lineage tracing links early transcriptional states to the fates of their descendants, but forecasting clonal fate remains challenging because differentiation and unequal cell expansion jointly shape descendant populations. Here we introduce LineageFlow, a computational framework that combines continuous-time cell-state transitions, relative net growth and state-conditioned generative…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}