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insitro

A company applying machine learning to drug discovery and development.

Contents11 sections
Key facts

Company and Platform

Based in South San Francisco, insitro combines population genetics with automated cellular experiments to identify disease targets and design drug candidates.⁠[1]

The company describes Virtual Human as an AI system for causal disease biology and TherML as its engine for designing small molecules, oligonucleotides, and complex biologics.⁠[1]

Formation

The company was formed in 2018 and was founded and led by CEO Daphne Koller.⁠[2][3]

BMS Collaboration

The company entered a five-year collaboration with Bristol Myers Squibb on ALS and frontotemporal dementia.⁠[4]

Series C

insitro announced a $400 million Series C led by CPP Investments to expand its platform and pipeline.⁠[2]

BMS Extension

The partners extended their collaboration for one year to use ChemML to design small molecules for an identified ALS target, with up to $20 million in potential new funding.⁠[5]

Acquisition Plan and TherML

The company announced plans to acquire CombinAbleAI and launched TherML, incorporating biologics design capabilities. Closing was then expected later that month.⁠[6]

TuneLab Models

Small-molecule pharmacokinetic prediction models developed with Lilly became available to selected biotech companies through TuneLab.⁠[7]

AstraZeneca Collaboration

The partners agreed to research MASH and cardiomyopathies, with a $40 million upfront payment to insitro.⁠[8]

Research Pipeline

The published pipeline covers liver fat and fibrosis, obesity, ALS, and dry age-related macular degeneration, with programs including CTRO-1013, CTRO-1029, and CTRO-2018.⁠[9]

Related Organizations, Websites, and Public Accounts

Sources

  1. insitro (opens in a new window)
  2. insitro Raises $400 Million in Series C Financing (opens in a new window)
  3. Daphne Koller – insitro (opens in a new window)
  4. insitro Announces Five-Year Discovery Collaboration with Bristol Myers Squibb to Discover and Develop Novel Treatments for Amyotrophic Lateral Sclerosis and Frontotemporal Dementia (opens in a new window)
  5. insitro Extends Research Collaboration with Bristol Myers Squibb Leveraging insitro’s ChemML Discovery Platform (opens in a new window)
  6. insitro to Acquire CombinAbleAI to Complete its Full Stack, Modality-Agnostic AI Platform for Drug Discovery and Design (opens in a new window)
  7. insitro Designed Machine Learning Models for Small Molecule in vivo Pharmacokinetic Behavior Prediction Now Available in Lilly TuneLab (opens in a new window)
  8. insitro Announces a Strategic Collaboration with AstraZeneca for AI-enabled Discovery of Novel Therapeutics for MASH and Cardiomyopathies (opens in a new window)
  9. Pipeline – insitro (opens in a new window)
  10. insitro (@insitro) / X (opens in a new window)
  11. insitro | LinkedIn (opens in a new window)