Roche researchers published a breakthrough approach in Nature Biotechnology applying a gene importance-scoring framework to AI models trained on single-cell RNA-sequencing data to determine gene contributions to cellular functions and disease development.
Published
Signal category
Research & Knowledge
Quote
“Our researchers have pioneered a breakthrough approach for determining which genes contribute most to specific cellular functions and disease development. Their work, published in Nature Biotechnology, applies a gene importance-scoring framework to AI models trained on vast amounts of single-cell RNA-sequencing data.”
— Kayla Garrett|Roche team
Company
- Industry
- Biotechnology Research
- Location
- Switzerland 🇨🇭, CH
- Company size
- 107,735 employees
Roche is a global pioneer in pharmaceuticals and diagnostics focused on advancing science to improve people’s lives. The combined strengths of pharmaceuticals and diagnostics under one roof have made Roche the leader in personalised healthcare – a strategy that aims to fit the right treatment to each patient in the best way possible. Roche is the world’s largest biotech company, with truly differentiated medicines in oncology, immunology, infectious diseases, ophthalmology and diseases of the central nervous system. Roche is also the world leader in in vitro diagnostics and tissue-based cancer diagnostics, and a frontrunner in diabetes management. Founded in 1896, Roche continues to search for better ways to prevent, diagnose and treat diseases and make a sustainable contribution to society. The company also aims to improve patient access to medical innovations by working with all relevant stakeholders. Thirty medicines developed by Roche are included in the World Health Organization Model Lists of Essential Medicines, among them life-saving antibiotics, antimalarials and cancer medicines. Roche has been recognised as the Group Leader in sustainability within the Pharmaceuticals, Biotechnology & Life Sciences Industry ten years in a row by the Dow Jones Sustainability Indices (DJSI). For more information, please visit https://careers.roche.com Read our community guidelines here: https://www.roche.com/some-guidelines.htm #Roche #Biotechnology #Pharmaceuticals #Diagnostics #Healthcare #PersonalisedHealthcare #GreatPlaceToWork #Innovation