{
  "id": 8602006,
  "title": "Scaling Functional Annotation Across Proteomes, Pangenomes and Metagenomes with Sma3s v3",
  "url": "https://urgent.news/2026/09/19/scaling-functional-annotation-across-proteomes-pangenomes-and",
  "topic": "science",
  "section": "Science",
  "published": "2026-09-19T00:00:00.000Z",
  "source": {
    "name": "bioRxiv",
    "slug": "biorxiv",
    "url": "https://www.biorxiv.org/content/10.64898/2026.09.14.748778v1?rss=1"
  },
  "original_language": "en",
  "account": null,
  "summary": "High-throughput sequencing has generated protein datasets whose scale increasingly exceeds the practical limits of conventional functional annotation workflows. We present Sma3s v3, a scalable reimplementation of the Sma3s three-step annotation strategy, which combines transfer from highly similar homologs, orthology-based inference, and functional enrichment among homologous proteins. Sma3s v3…",
  "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."
}