Immunotherapy Response and Survival Outcome by Immunophenotypic Signature in Non–Small Cell Lung Cancer
PURPOSE: Current predictive biomarkers for immune checkpoint inhibitor (ICI)-based therapy in patients with lung adenocarcinoma (LUAD) or lung squamous cell carcinoma (LUSC), such as PD-L1 protein expression or tumor mutation burden, are still suboptimal. We aim to explore immunophenotypic factors as potential biomarkers in this patient population. METHODS: Clinical, genomic, and transcriptomic data from five patient cohorts, consisting of three publicly available data and two retrospective cohorts, were included. Immune tumor microenvironment (TME) subtype and tertiary lymphoid structure (TLS) signature were evaluated using RNA expression data, and deconvolutional cellular decomposition of tumor samples was performed using the Kassandra algorithm. Survival analysis was performed using a log-rank test and multivariate Cox regression. All statistical analyses were performed using Python version 3.10. RESULTS: mutations did not affect the response rates but were associated with poorer OS and PFS. CONCLUSION: Dynamic and active immune recruitment, indicated by immune-hot TME and high TLS score, was predictive of ICI benefit in patients with LUAD. Further prospective studies are warranted to expand to other treatment combinations with PD-(L)1 inhibitors.
Authors
- Ammar Al‐Obaidi (ORCID: https://orcid.org/0000-0001-5946-393X)
- Ivan Valiev (ORCID: https://orcid.org/0000-0003-1830-5323)
- Janakiraman Subramanian (ORCID: https://orcid.org/0000-0003-0083-9896)
- Konstantin Danilov
- Dhruv Bansal (ORCID: https://orcid.org/0000-0002-6357-6897)
- Ben Ponvilawan (ORCID: https://orcid.org/0000-0002-0157-7720)
- Dmitrii Grachev
- Artem Tarasov
- Christopher Ward (ORCID: https://orcid.org/0009-0008-6913-5970)
- Nikita Kotlov (ORCID: https://orcid.org/0000-0002-6393-7357)
- Polina Turova (ORCID: https://orcid.org/0000-0003-3472-7059)
- Alexander Bagaev (ORCID: https://orcid.org/0000-0002-8680-854X)
- Anna Butusova (ORCID: https://orcid.org/0009-0008-0361-9681)
- Vladimir Kushnarev (ORCID: https://orcid.org/0000-0003-4608-9349)
Institutions
- Saint Luke's Health System (US)
- Inova Fairfax Hospital (US)
- Virginia Cancer Institute (US)
- Addgene (US)
- Cancer Center of Kansas (US)
- Saint Luke's Hospital (US)
- University of Missouri–Kansas City (US)
Publication Details
- Journal
- JCO Precision Oncology
- Published
- 2026-05-01
- DOI
- https://doi.org/10.1200/po-25-00837
- Primary Topic
- Cancer Immunotherapy and Biomarkers
- Type
- article
- Field-Weighted Citation Impact
- 0.00