作者
Minlin Jiang,Jiya Sun,Congli Hu,Lin Wu,Yun Fan,Zhehai Wang,Lei Zhu,Chunyan Wu,Wu Fengying,Guanghui Gao,Fei Li,Wei Wang,Xuefei Li,Cheng Lei,Bo Peng,Hui Zhou,Caicun Zhou
摘要
Context and significanceImmunotherapy combined with chemotherapy has achieved great success in lung cancer. However, traditional biomarkers such as PD-L1 expression have failed to predict the efficacy of anti-PD-1+chemo treatment in advanced squamous cell lung cancer. Based on RNA sequencing (RNA-seq) data of ORIENT-12, the authors found that tumor cornification greatly impacted the tumor microenvironment of squamous cell lung cancer, and a LICC scheme incorporating tumor cornification level and immune infiltration of activated CD8+ T cells and CD56bright NK cells was established for efficacy evaluation of anti-PD-1+chemo treatment in patients with advanced squamous cell lung cancer. Moreover, they also revealed that the tumor cornification signal was mainly mapped to SPRR3+ tumor cells, which might acquire its immune escape mechanisms via the CD24-SIGLEC10 (M2 macrophages) axis to maintain intratumoral immunosuppressive microenvironment.Highlights•Activated CD8+ T and CD56bright NK cells affected anti-PD-1+chemo efficacy in LUSC•Tumor cornification affected intratumoral immune cell infiltration•LICC scheme was proposed to select patients benefiting from anti-PD-1+chemo treatment•SPRR3+ tumor cells were responsible for tumor cornificationSummaryBackgroundAnti-PD-1 immunotherapy plus chemotherapy (combo) exhibits significantly prolonged survival for squamous cell lung cancer (LUSC). An exploration of predictive biomarkers is still needed.MethodsHigh-throughput RNA sequencing (RNA-seq) of 349 LUSC samples from the randomized, multi-center, phase 3 trial ORIENT-12 (ClinicalTrials.gov: NCT03629925) was conducted for biomarker discovery, followed by flow cytometry and multiplex immunohistochemistry (mIHC) in additional clinical cohorts, and in vitro experiments were performed for verification.ResultsA high abundance of activated CD8+ T and CD56bright natural killer (NK) cells benefited patients' outcomes (progression-free survival [PFS]; overall survival [OS]) with combo treatment. Tumor cornification level remarkably affected the infiltration of the two crucial immune cells. Thus, a novel scheme of LUSC immune infiltration and cornification characterization-based classification (LICC) was established for combo efficacy prediction. Patients who received combo treatment achieved significant PFS improvements in LICC1 (hazard ratio [HR] = 0.43, 95% confidence interval [CI]: 0.25–0.75, p = 0.0029) and LICC2 (HR = 0.32, 95% CI: 0.17–0.58, p = 0.0002) subtypes but not in the LICC3 subtype (HR = 0.86, 95% CI: 0.60–1.23, p = 0.4053). Via single-cell RNA-seq analysis, the tumor cornification signal was mainly mapped to SPRR3+ tumor cells, whose relationships with activated CD8+ T or CD56bright NK cells were verified using flow cytometry and mIHC. Our data suggest that SPRR3+ tumor cells might evade immune surveillance via the CD24-SIGLEC10 (M2 macrophage) axis to maintain a suppressive tumor microenvironment.ConclusionsTumor cornification greatly impacts immune infiltration, and the LICC scheme may guide clinical medication of anti-PD-1+chemo treatment in patients with LUSC.FundingThe study was funded by the National Key R&D Program of China, the National Natural Science Foundation of China, Shanghia Multidisplinary Cooperation Building Project for Diagnosis and Treatment of Major Disease, and Innovent Biologics, Inc.Graphical abstract