The UCSF researchers, led by first co-authors Alexis Combes, PhD, and Bushra Samad, MS, and senior author, Max Krummel, PhD, obtained tumor specimens from 78 UCSF clinicians, and surveyed 364 tumors biopsies from patients and categorized them into groups based on their immune microenvironment.