CatalystTech/AI
19 projects, 18 succeeded, all 6 GPCR targets hit! Domestic AI drug discovery breaks through the technical ceiling again
19 projects with 18 successes and all 6 GPCR targets hit signal a major AI drug discovery breakthrough.
Context
What happened: Molecular Heart released a technical report on its AI protein de novo design platform MMDesign, covering 19 design projects across 18 targets in nanobody (VHH) and macrocyclic peptide modalities.
Key numbers: 18 of 19 projects
Why it matters: The report frames MMDesign as moving from technical breakthrough to systematic validation, with the same generate, filter, verify workflow repeated across targets and modalities, including 5 GPCR targets with no catalogued therapeutic antibody precedent.
Note: The source content is in Chinese; this summary translates the stated facts.
What changed
Molecular Heart released a technical report on its AI protein de novo design platform MMDesign, covering 19 design projects across 18 targets in nanobody (VHH) and macrocyclic peptide modalities.
Why it matters
The report frames MMDesign as moving from technical breakthrough to systematic validation, with the same generate, filter, verify workflow repeated across targets and modalities, including 5 GPCR targets with no catalogued therapeutic antibody precedent.
Note: The source content is in Chinese; this summary translates the stated facts.