Quantitatively defined stromal B cell aggregates are associated with response to checkpoint inhibitors in unresectable melanoma.

ABSTRACT: Multiplex immunofluorescence (mIF) is a promising tool for immunotherapy biomarker discovery in melanoma and other solid tumors. mIF captures detailed phenotypic information of immune cells in the tumor microenvironment, as well as spatial data that can reveal biologically relevant interactions among cell types. Given the complexity of mIF data, the development of automated analysis pipelines is crucial for advancing biomarker discovery. In pre-treatment melanoma samples from 50 patients treated with immune checkpoint inhibitors (ICIs), a higher stromal B cell percentage is associated with the clinical benefit of ICI therapy. The automatic detection of B cell aggregates with DBSCAN, a novel application of a computer-aided machine learning algorithm, demonstrates the potential for enhanced

SUBMITTER: Smithy JW 

PROVIDER: S-EPMC12166967 | biostudies-literature | 2025 Apr

REPOSITORIES: biostudies-literature