Nov. Webinar: Understand Tumor Response Heterogeneity in Colorectal Cancer: Share the similarities, celebrate the differences.
Understand Tumor Response Heterogeneity in Colorectal Cancer: Share the
similarities, celebrate the differences.
Jiawei Zhou, PhD, Pharmacometrician, Pfizer Inc., New York
Wednesday, November 15, 2023, 12:00-1:00 PM EST
Register at https://rosaandco.com/webinars
Abstract:
Achieving systemic tumor control across metastases is vital for long-term
patient survival but remains intractable in many patients. High lesion-level
response heterogeneity persists, conferring many dissociated responses across
metastatic lesions. Most studies of metastatic disease focus on tumor molecular
and cellular features, which are crucial to elucidating the mechanisms
underlying lesion-level variability. However, our understanding of
lesion-specific heterogeneity on the macroscopic level, such as lesion dynamics
in growth, response, and progression during treatment, remains rudimentary.
We integrated statistical methods, pharmacometrics models, and machine learning
algorithms to analyze inter-lesion heterogeneity in metastatic colorectal
cancer patients. The lesion response and progression differences were
associated with treatment efficacy and patient survival. The lesion response
heterogeneity across metastases informed drug efficacy and patient survival,
which could improve the current methods for treatment evaluation and patient
prognosis. In conclusion, our study provides insights into lesion-specific
response and progression heterogeneity in mCRC and creates impetus for
metastasis-specific therapeutics.