Induced B cell receptor diversity predicts PD-1 blockade immunotherapy response
Immune checkpoint inhibitors such as anti-Programmed Death-1 antibodies (aPD-1) can be effective in treating advanced cancers. However, many patients do not respond, and the mechanisms underlying these differences remain incompletely understood. In this study, we profile a cohort of patients with locally advanced or metastatic basal cell carcinoma undergoing aPD-1 therapy using single-cell RNA sequencing, high-definition spatial transcriptomics in tumors and draining lymph nodes, and spatial immunoreceptor profiling, with long-term clinical follow-up. We find that successful responses to PD-1 inhibition are characterized by an induction of B cell receptor (BCR) clonal diversity after treatment initiation. These induced BCR clones spatially colocalize with T cell clones, facilitate their activation, and traffic alongside them between tumor and draining lymph nodes to enhance tumor clearance. Furthermore, we validated aPD-1-induced BCR diversity as a predictor of clinical response in a larger cohort of glioblastoma, melanoma, and head and neck squamous cell carcinoma patients, suggesting that this is a generalizable predictor of treatment response across many types of cancers. We find that pretreatment tumors harbor a characteristic gene expression signature that portends a higher probability of inducing BCR clonal diversity after aPD-1 therapy, and we develop a machine learning model that predicts PD-1-induced BCR clonal diversity from baseline tumor RNA sequencing. These findings underscore a dynamic role of B cell diversity during immunotherapy, highlighting its importance as a prognostic marker and a potential target for intervention in non-responders.
Authors
- Kerri E. Rieger (ORCID: https://orcid.org/0000-0002-4436-2471)
- Howard Y. Chang (ORCID: https://orcid.org/0000-0002-9459-4393)
- Anne Lynn S. Chang (ORCID: https://orcid.org/0000-0002-2869-2147)
- Ansuman T. Satpathy (ORCID: https://orcid.org/0000-0002-5167-537X)
- Jinwoo Lee (ORCID: https://orcid.org/0000-0003-2991-4183)
- Farah Abou-Taleb (ORCID: https://orcid.org/0009-0006-9125-7208)
- Yonglu Che
Institutions
- Stanford University (US)
Publication Details
- Journal
- Proceedings of the National Academy of Sciences
- Published
- 2025-05-02
- DOI
- https://doi.org/10.1073/pnas.2501269122
- Citations
- 6
- Primary Topic
- Cancer Immunotherapy and Biomarkers
- Type
- article
- Field-Weighted Citation Impact
- 6.27
Funders
- Howard Hughes Medical Institute
- Parker Institute for Cancer Immunotherapy