SOPHiA GENETICS Presents Ground-Breaking Multimodal Research on AI-Driven Patient Stratification at ESMO 2024
Rhea-AI Summary
SOPHiA GENETICS (Nasdaq: SOPH) will present groundbreaking research at ESMO 2024, showcasing AI-driven patient stratification for non-small cell lung cancer (NSCLC) treatment. The study, conducted with AstraZeneca, analyzed the POSEIDON Phase 3 clinical trial using multimodal machine learning to identify NSCLC patient subgroups most likely to benefit from combination immunotherapy.
The research revealed signatures associated with higher overall survival benefit from adding tremelimumab to durvalumab and chemotherapy in first-line treatment of metastatic NSCLC. Key genetic factors included EGFR wild-type, FGFR3 wild-type, CDKN2A wild-type, KRAS mutation, and STK11 mutation. This approach could significantly impact NSCLC treatment by enabling more personalized care strategies.
Positive
- Collaboration with AstraZeneca on advanced AI-driven research for NSCLC treatment
- Identification of patient subgroups likely to benefit from specific combination immunotherapy
- Potential for improved treatment outcomes in metastatic NSCLC patients
- Demonstration of SOPHiA GENETICS' capabilities in multimodal data analysis and AI applications in oncology
Negative
- None.
Research highlights the use of multimodal machine learning to identify non-small cell lung cancer patients predicted to derive the most benefit from combination immunotherapy
The research is a retrospective, multimodal analysis of the POSEIDON Phase 3 clinical trial (NCT03164616). This trial originally demonstrated that the combination of tremelimumab, durvalumab, and chemotherapy significantly increases progression-free survival (PFS) and overall survival (OS) versus chemotherapy in patients with metastatic NSCLC, which lead to approval of this regiment globally in 1L mNSCLC. The SOPHiA GENETICS study used cutting-edge multimodal machine learning models to analyze clinical, biological, genomic, and imaging data, pinpointing patient subgroups who are most likely to benefit from the combination treatment.
The research highlighted signatures identifying patients with non-squamous metastatic NSCLC who may derive higher OS benefit from the addition of tremelimumab to durvalumab plus chemotherapy in the first-line treatment setting. In particular, EGFR wild-type, FGFR3 wild-type, CDKN2A wild-type, KRAS mutation, and STK11 mutation comprised elements of a signature was identified as being associated with a higher OS benefit. These findings could have significant implications for the treatment of NSCLC, as it provides an exploration avenue towards a more tailored approach to patient care.
"Our collaboration with AstraZeneca represents a major step forward in personalized oncology. Non-small cell lung cancer remains one of the most challenging cancers to treat due to its complex biology and the late stage at which it is often diagnosed," said Jurgi Camblong, Ph.D., Co-founder and CEO of SOPHiA GENETICS. "This study harnesses the power of multimodal data and advanced AI to identify which patients are most likely to benefit from specific therapies. By tailoring treatment strategies based on a patient's unique multimodal profile, we aim to improve outcomes and offer new hope to those battling this difficult disease."
The study will be presented as a poster by Ferdinandos Skoulidis, Department of Thoracic Medical Oncology, University of Texas MD Anderson Cancer Center at ESMO 2024 hosted in
For more information on SOPHiA GENETICS, visit SOPHiAGENETICS.COM, or connect on LinkedIn.
About SOPHiA GENETICS
SOPHiA GENETICS (Nasdaq: SOPH) is a cloud-native healthcare technology company on a mission to expand access to data-driven medicine by using AI to deliver world-class care to patients with cancer and rare disorders across the globe. It is the creator of the SOPHiA DDM™ Platform, which analyzes complex genomic and multimodal data and generates real-time, actionable insights for a broad global network of hospital, laboratory, and biopharma institutions. For more information, visit SOPHiAGENETICS.COM and connect with us on LinkedIn.
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