Abstract 7742: Intratumoral effector T-cells and macrophages underlie prolonged survival after PD-1 axis blockade in metastatic non-small cell lung cancer (mNSCLC)

Abstract Background: Although PD-1 axis inhibitors have improved outcomes in patients with mNSCLC, only a subset of patients derives long-term benefit. Most studies assessing determinants of sensitivity have relied on short-term endpoints such as response, potentially overlooking biological features underlying durable tumor control. We hypothesized that patients achieving prolonged response after PD-1 axis blockade exhibit distinct tumor microenvironment (TME) features compared with those with primary resistance or limited response. Methods: We assembled a retrospective cohort of bulk whole-transcriptome data from 342 pretreatment tumor samples from patients with mNSCLC treated with PD-1 axis blockade alone or in combination with anti-CTLA-4 therapy from Yale (n=31), Stand Up To Cancer (n=73), and Samsung Medical Center (n=278). Patients were classified as having primary progression (PP; PFS <3 mo; n=200), non-exceptional response (NER; PFS 6-36 mo; n=116), and prolonged survival (PS; PFS >36 mo; n=26). After batch correction, differential expression (limma) and CIBERSORT were used to identify genes and immune cells associated with PS. Single-cell RNA sequencing from a publicly-available lung cancer immune cell atlas (n=234) was used to refine immune cell signatures and assess their association with outcomes via ssGSEA. Spatial proteomics (Phenocycler-Fusion) performed on baseline samples from patients treated with PD-1 axis blockade (n=55; PP=21, NER=26, PS=8) at Yale and the University of Queensland was used for validation. Results: Tumors from PP, NER, and PS demonstrated a stepwise increase in HLA class I antigen-presentation machinery (APM) transcripts (PSMB9, ERAP2), memory T-cell markers (CXCR6), and CD8+ T-cell infiltration. PD-L1 expression was markedly higher in NER than PP, but similar between NER and PS. The most significantly enriched genes in PS relative to NER were macrophage-related, with higher absolute M1 (Cliff’s δ=0.34, p=0.007) and M2 (δ=0.29, p=0.023) tumor-associated macrophage (TAM) scores. This difference was not observed between NER and PP. Four percent of patients with low (≤ median) calculated CD8+ T-cell and TAM levels were PS, compared with 15% of those with high CD8+/TAM levels (odds ratio=4.5, p=0.0083). Single-cell analysis identified 15 TAM subsets, several enriched in PS but none in PP. Spatial proteomics confirmed an increase in the proportion of stromal TAMs in PS (PS vs NER: δ=0.62, p=0.0079; PS vs PP: δ=0.58, p=0.016) and revealed a stepwise decrease in the proportion SMA+ fibroblasts across clinical benefit groups. Conclusion: Prolonged survival after PD-1 blockade in mNSCLC is associated with distinct TME features including increased expression of APM components, and increased CD8 T-cells and TAMs. These insights may inform the development of predictive biomarkers and novel therapeutic strategies. Citation Format: Daniel Boiarsky, Thazin Nwe Aung, Anna Wurtz, Jianlei Gu, Benjamin Y. Lu, David L. Rimm, Arutha Kulasinghe, Katerina A. Politi, Scott Gettinger, Kurt Alex Schalper. Intratumoral effector T-cells and macrophages underlie prolonged survival after PD-1 axis blockade in metastatic non-small cell lung cancer (mNSCLC) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 7742.

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Cancer Research
Published
2026-04-03
DOI
https://doi.org/10.1158/1538-7445.am2026-7742
Primary Topic
Cancer Immunotherapy and Biomarkers
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article

Abstract 7742: Intratumoral effector T-cells and macrophages underlie prolonged survival after PD-1 axis blockade in metastatic non-small cell lung cancer (mNSCLC)

Thazin Nwe Aung, David L. Rimm, Kurt A. Schalper, Daniel Boiarsky et al.
Cancer Research
Cancer Immunotherapy and Biomarkers
article

Abstract 7742: Intratumoral effector T-cells and macrophages underlie prolonged survival after PD-1 axis blockade in metastatic non-small cell lung cancer (mNSCLC)

Thazin Nwe Aung, David L. Rimm, Kurt A. Schalper, Daniel Boiarsky, Anna Wurtz, Jianlei Gu, Katerina Politi, Scott Gettinger, Arutha Kulasinghe, Benjamin Y. Lu
article en

Abstract

Abstract Background: Although PD-1 axis inhibitors have improved outcomes in patients with mNSCLC, only a subset of patients derives long-term benefit. Most studies assessing determinants of sensitivity have relied on short-term endpoints such as response, potentially overlooking biological features underlying durable tumor control. We hypothesized that patients achieving prolonged response after PD-1 axis blockade exhibit distinct tumor microenvironment (TME) features compared with those with primary resistance or limited response. Methods: We assembled a retrospective cohort of bulk whole-transcriptome data from 342 pretreatment tumor samples from patients with mNSCLC treated with PD-1 axis blockade alone or in combination with anti-CTLA-4 therapy from Yale (n=31), Stand Up To Cancer (n=73), and Samsung Medical Center (n=278). Patients were classified as having primary progression (PP; PFS <3 mo; n=200), non-exceptional response (NER; PFS 6-36 mo; n=116), and prolonged survival (PS; PFS >36 mo; n=26). After batch correction, differential expression (limma) and CIBERSORT were used to identify genes and immune cells associated with PS. Single-cell RNA sequencing from a publicly-available lung cancer immune cell atlas (n=234) was used to refine immune cell signatures and assess their association with outcomes via ssGSEA. Spatial proteomics (Phenocycler-Fusion) performed on baseline samples from patients treated with PD-1 axis blockade (n=55; PP=21, NER=26, PS=8) at Yale and the University of Queensland was used for validation. Results: Tumors from PP, NER, and PS demonstrated a stepwise increase in HLA class I antigen-presentation machinery (APM) transcripts (PSMB9, ERAP2), memory T-cell markers (CXCR6), and CD8+ T-cell infiltration. PD-L1 expression was markedly higher in NER than PP, but similar between NER and PS. The most significantly enriched genes in PS relative to NER were macrophage-related, with higher absolute M1 (Cliff’s δ=0.34, p=0.007) and M2 (δ=0.29, p=0.023) tumor-associated macrophage (TAM) scores. This difference was not observed between NER and PP. Four percent of patients with low (≤ median) calculated CD8+ T-cell and TAM levels were PS, compared with 15% of those with high CD8+/TAM levels (odds ratio=4.5, p=0.0083). Single-cell analysis identified 15 TAM subsets, several enriched in PS but none in PP. Spatial proteomics confirmed an increase in the proportion of stromal TAMs in PS (PS vs NER: δ=0.62, p=0.0079; PS vs PP: δ=0.58, p=0.016) and revealed a stepwise decrease in the proportion SMA+ fibroblasts across clinical benefit groups. Conclusion: Prolonged survival after PD-1 blockade in mNSCLC is associated with distinct TME features including increased expression of APM components, and increased CD8 T-cells and TAMs. These insights may inform the development of predictive biomarkers and novel therapeutic strategies. Citation Format: Daniel Boiarsky, Thazin Nwe Aung, Anna Wurtz, Jianlei Gu, Benjamin Y. Lu, David L. Rimm, Arutha Kulasinghe, Katerina A. Politi, Scott Gettinger, Kurt Alex Schalper. Intratumoral effector T-cells and macrophages underlie prolonged survival after PD-1 axis blockade in metastatic non-small cell lung cancer (mNSCLC) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 7742.

Cancer ResearchVol. 86(7_Supplement)
Yale New Haven Hospital (US), The University of Queensland (AU), Yale Cancer Center (US), Yale University (US), University of New Haven (US), Brantford Energy (Canada) (CA), Gabba Dermatology (AU)
Openalex Percentile: Top 32%
Cancer Immunotherapy and Biomarkers
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