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Mutual exclusivity and co-occurrence patterns of immune checkpoints indicate NKG2A relates to anti-PD-1 resistance in
Guanjun Li1, Xiaohan Liu1, Chunhui Gu1
1Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China.
Background:
An increasing number of clinical studies have begun to explore combination strategies with immune checkpoint inhibitors, aiming to present new opportunities for overcoming anti-PD-1 treatment resistance in gastric cancer. Unfortunately, the exploration of certain immune checkpoint inhibitor combination strategies has yielded suboptimal results. Therefore, it is necessary to comprehensively analyze the expression patterns of immune checkpoints and identify optimal combination regimens of anti-PD-1 inhibitors with other immune checkpoint inhibitors.
Methods:
Leveraging single-cell RNA sequencing (scRNA-seq) and multivariate linear regression interaction models, we dissected the immune checkpoint expression characteristics of CD8+ T cells in gastric cancer and the immune checkpoint expression pattern (ICEP) mediating anti-PD-1 treatment resistance. Furthermore, we employed transcription factor analysis and CellOracle to explore the transcriptional regulatory mechanisms governing CD8+ T cell differentiation fates. Finally, we utilized Nichenet and spatial transcriptomic analysis to investigate the spatial expression patterns of immune checkpoints.
Results:
Interaction analysis indicated that, among the known immune checkpoints, co-expression of NKG2A and PD-1 might exert a more profound inhibitory effect on the proliferative capacity of CD8+ T cells. The co-expression analysis revealed differential co-expression pattern of PD-1 and NKG2A, defined as ICEP1 (CD8+ T cells co-expressing PD-1, CTLA-4, TIGIT, LAG-3 or CD38) and ICEP2 (CD8+ T cells solely expressing NKG2A or co-expressing with other immune checkpoints), reflecting the co-occurrence pattern of PD-1 and the mutual exclusivity of NKG2A. Further, these two ICEP CD8+ T cell subsets represented distinct CD8+ T cell differentiation fates governed by MSC and RUNX3. Notably, ICEP2 CD8+ T cells were associated with anti-PD-1 therapy resistance in gastric cancer. This phenomenon may be attributed to the recruitment of LGMN+ macrophages mediated by the CXCL16-CXCR6 signaling pathway.
Conclusion:
This study unveiled two distinct ICEPs and the mutually exclusivity and co-occurrence characteristics of CD8+ T cells in gastric cancer. The ICEP2 CD8+ T cell subset, highly expressed in gastric cancer patients resistant to anti-PD-1 therapy, may be recruited by LGMN+ macrophages through CXCL16-CXCR6 axis. These findings provide evidence for NKG2A as a novel immunotherapeutic target in gastric cancer and offer new insights into combination strategies for immune checkpoint inhibitors in gastric cancer.
Insights
This study identifies two distinct immune checkpoint expression patterns (ICEPs) in gastric cancer CD8+ T cells. ICEP2, characterized by NKG2A expression, is linked to anti-PD-1 therapy resistance, suggesting NKG2A as a potential therapeutic target.
Area of Science:
- Immunology
- Oncology
- Genomics
Background:
- Combination strategies with immune checkpoint inhibitors are being explored to overcome anti-PD-1 resistance in gastric cancer.
- Suboptimal results from some combination strategies necessitate a deeper analysis of immune checkpoint expression patterns.
- Identifying optimal combination regimens is crucial for improving anti-PD-1 therapy efficacy.
Purpose of the Study:
- To analyze immune checkpoint expression patterns in CD8+ T cells in gastric cancer.
- To identify immune checkpoint expression patterns (ICEPs) associated with anti-PD-1 treatment resistance.
- To explore regulatory mechanisms and spatial expression of immune checkpoints.
Main Methods:
- Single-cell RNA sequencing (scRNA-seq) and multivariate linear regression interaction models were used.
- Transcription factor analysis and CellOracle were employed to study regulatory mechanisms.
- Nichenet and spatial transcriptomics were utilized to investigate spatial expression patterns.
Main Results:
- Co-expression of NKG2A and PD-1 showed a profound inhibitory effect on CD8+ T cell proliferation.
- Two distinct ICEPs were identified: ICEP1 (co-expression of PD-1 with other checkpoints) and ICEP2 (NKG2A expression).
- ICEP2 CD8+ T cells were associated with anti-PD-1 resistance, potentially due to LGMN+ macrophage recruitment via CXCL16-CXCR6 signaling.
Conclusions:
- Two distinct CD8+ T cell ICEPs with unique co-occurrence and mutual exclusivity characteristics were discovered in gastric cancer.
- The ICEP2 subset, prevalent in anti-PD-1 resistant gastric cancer, may be recruited by LGMN+ macrophages.
- NKG2A presents a novel immunotherapeutic target for gastric cancer, offering new combination strategies.
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