SII与PNI对PD-L1阳性胃癌术后复发的预测价值
The Predictive Value of SII and PNI for Postoperative Recurrence in PD-L1-Positive Gastric Cancer
摘要: 胃癌仍是预后较差的消化道恶性肿瘤,尽管免疫检查点抑制剂(ICI)的应用为部分患者带来生存获益,但根治术后复发转移风险居高不下,单一PD-L1阳性状态难以满足精准分层需求。近年来,外周血来源的系统性免疫炎症指数(SII)与预后营养指数(PNI)因简便易得而受到关注,分别从炎症负荷与营养–免疫储备维度反映宿主抗肿瘤能力。本综述系统梳理SII与PNI的生物学基础、其在胃癌根治术后复发转移中的预测证据,并聚焦于PD-L1阳性亚组中的适用性,进一步探讨炎症–营养轴通过塑造免疫抑制微环境影响微小残留病灶持续存在的潜在机制。现有证据表明,SII升高与PNI降低均为胃癌术后不良预后的独立危险因素,且在接受ICI治疗的患者中亦具显著判别效能。二者可作为补充PD-L1单一标志物不足的有效工具,为术后个体化辅助治疗与随访策略优化提供新思路。然而,截断值不统一、回顾性研究居多及缺乏直接针对PD-L1阳性术后人群的前瞻性验证仍是当前主要局限,未来需进一步开展多中心研究以推动临床转化。
Abstract: Gastric cancer remains a digestive tract malignancy with a poor prognosis. Although the application of immune checkpoint inhibitors (ICIs) has brought survival benefits to some patients, the risk of recurrence and metastasis after radical resection remains persistently high, and PD-L1 positivity alone is insufficient to meet the needs of precise risk stratification. SII and PNI are easy to get from routine blood tests. SII tells us about inflammation, and PNI reflects nutrition and immune status. Both are thought to reflect the patient’s ability to fight cancer. In this review, we look at their biological background and their role in predicting recurrence after gastric cancer surgery. We pay special attention to PD-L1-positive patients. We also explore how inflammation and nutrition work together to create an immunosuppressive environment, which may help keep residual tumor cells alive. According to current data, high SII and low PNI are both linked to worse outcomes after surgery. They also work well in patients on immunotherapy. So these markers might be useful add-ons to PD-L1 testing, giving us more information for treatment and follow-up decisions. But there are still problems. Cutoff values vary across studies. Most evidence comes from retrospective data. And we lack prospective studies focusing on PD-L1-positive patients after surgery. More multicenter research is needed before we can use them in routine practice.
文章引用:邹凯迪, 李小宝, 毋宇哲, 崔登铜, 张灏瑜, 袁江涛. SII与PNI对PD-L1阳性胃癌术后复发的预测价值[J]. 临床个性化医学, 2026, 5(4): 478-485. https://doi.org/10.12677/jcpm.2026.54273

参考文献

[1] Nie, Y., Zhao, W., Lu, L. and Zhou, F. (2023) Predictive Biomarkers and New Developments of Immunotherapy in Gastric Cancer: A 2023 Update. American Journal of Cancer Research, 13, 3169-3184.
[2] Sun, F., Gao, X., Wang, W., Zhao, X., Zhang, J. and Zhu, Y. (2025) Predictive Biomarkers in the Era of Immunotherapy for Gastric Cancer: Current Achievements and Future Perspectives. Frontiers in Immunology, 16, Article ID: 1599908.
https://doi.org/10.3389/fimmu.2025.1599908
[3] Chen, X., Zhang, H., Wang, M., Liu, H., Hu, Y., Lin, T., et al. (2022) Relationship between Programmed Death Ligand 1 Expression and Other Clinicopathological Features in a Large Cohort of Gastric Cancer Patients. Frontiers in Immunology, 13, Article ID: 783695.
https://doi.org/10.3389/fimmu.2022.783695
[4] Zhang, Y., Yang, Y., Chen, Y., Lin, W., Chen, X., Liu, J., et al. (2022) PD-L1: Biological Mechanism, Function, and Immunotherapy in Gastric Cancer. Frontiers in Immunology, 13, Article ID: 1060497.
https://doi.org/10.3389/fimmu.2022.1060497
[5] Nihira, N.T., Kudo, R. and Ohta, T. (2025) Inflammation and Tumor Immune Escape in Response to DNA Damage. Seminars in Cancer Biology, 110, 36-45.
https://doi.org/10.1016/j.semcancer.2025.02.005
[6] Kim, K.T., Lee, M.H., Shin, S., Cho, I., Kuk, J.C., Yun, J., et al. (2024) Decorin as a Key Marker of Desmoplastic Cancer-Associated Fibroblasts Mediating First-Line Immune Checkpoint Blockade Resistance in Metastatic Gastric Cancer. Gastric Cancer, 28, 12-26.
https://doi.org/10.1007/s10120-024-01567-6
[7] Wang, H., Wang, Z., Yue, B., Luo, X., Yang, Y., Chen, Y., et al. (2026) Development of a Prognostic Model Based on Nutritional and Inflammatory Indicators for Predicting Postoperative Survival in Esophageal Cancer: A Retrospective Study. Frontiers in Immunology, 17, Article ID: 1701862.
https://doi.org/10.3389/fimmu.2026.1701862
[8] Huang, Y., Zhang, J., Ge, Y., Wang, C., Wang, X. and Zuo, J. (2026) Association between Systemic Inflammation Biomarkers and Cancer Cachexia in Patients with Gastric Cancer: A Cross-Sectional Study. Frontiers in Nutrition, 13, Article ID: 1737375.
https://doi.org/10.3389/fnut.2026.1737375
[9] Wang, Z., Ma, L. and Mao, J. (2026) Precision Nutrition in Gastric Cancer: Current Advances and Future Directions. Frontiers in Nutrition, 13, Article ID: 1844696.
https://doi.org/10.3389/fnut.2026.1844696
[10] Kono, T., Kasahara, K., Tomisato, S. and Ozawa, H. (2026) Prognostic Impact of CT-Defined Sarcopenia and Prognostic Nutritional Index in Immune Checkpoint Inhibitor-Treated Head and Neck Squamous Cell Carcinoma: A Systematic Review and Meta-Analysis. Critical Reviews in Oncology/Hematology, 224, Article ID: 105375.
https://doi.org/10.1016/j.critrevonc.2026.105375
[11] Pelc, Z., Sędłak, K., Mlak, R., Endo, Y., Gockel, I., van Sandick, J., et al. (2025) Impact of Prognostic Nutritional Index on Oncological Outcomes and Mortality among Advanced Gastric Cancer Patients: European GAS-TRODATA Registry Analysis. International Journal of Cancer, 157, 1734-1745.
https://doi.org/10.1002/ijc.35489
[12] Zhang, L.K., Shang-Guan, Z.X., Zheng, H.L., Zheng, H.H., Zheng, C.Y., Chen, W.F. and Xie, J.W. (2026) Association of Comprehensive Inflammatory-Metabolic Status and Perioperative Outcomes in Gastric Cancer: Insights from Four Randomized Controlled Trials. ESMO Open, 11, Article ID: 106922.
https://doi.org/10.1016/j.esmoop.2026.106922
[13] Li, F., Guo, H., Wu, H., Wu, J., Ma, S., Yang, Y., et al. (2026) An Integrated SII-PNI Immune-Nutritional Scoring System Predicts Efficacy and Immune-Related Adverse Events in Locally Advanced Gastric Cancer Patients Undergoing Neoadjuvant Immunotherapy. Frontiers in Immunology, 17, Article ID: 1806537.
https://doi.org/10.3389/fimmu.2026.1806537
[14] He, M., Chen, Z.F., Zhang, L., Gao, X., Chong, X., Li, H., et al. (2023) Associations of Subcutaneous Fat Area and Systemic Immune-Inflammation Index with Survival in Patients with Advanced Gastric Cancer Receiving Dual PD-1 and HER2 Blockade. Journal for ImmunoTherapy of Cancer, 11, e007054.
https://doi.org/10.1136/jitc-2023-007054
[15] Fan, M., Tang, J., Du, W., Du, Y.F. and Liu, H.J. (2024) Systemic Immunoinflammatory Index and Prognostic Nutrition Index for Predicting Pathologic Responses of Patients with Advanced Gastric Cancer after Neoadjuvant Therapy for Advanced Gastric Cancer. American Journal of Cancer Research, 14, 3922-3934.
https://doi.org/10.62347/paym2267
[16] Hou, S., Song, D., Hao, R., Li, L., Zhang, Y. and Zhu, J. (2024) Prognostic Relevance of Prognostic Nutritional Indices in Gastric or Gastro-Esophageal Junction Cancer Patients Receiving Immune Checkpoint Inhibitors: A Systematic Review and Meta-Analysis. Frontiers in Immunology, 15, Article ID: 1382417.
https://doi.org/10.3389/fimmu.2024.1382417
[17] Zhang, L., Ma, W., Qiu, Z., Kuang, T., Wang, K., Hu, B., et al. (2023) Prognostic Nutritional Index as a Prognostic Biomarker for Gastrointestinal Cancer Patients Treated with Immune Checkpoint Inhibitors. Frontiers in Immunology, 14, Article ID: 1219929.
https://doi.org/10.3389/fimmu.2023.1219929
[18] Wu, Y., Zhao, J., Wang, Z., Liu, D., Tian, C., Ye, B., et al. (2023) Association of Systemic Inflammatory Markers and Tertiary Lymphoid Structure with Pathological Complete Response in Gastric Cancer Patients Receiving Preoperative Treatment: A Retrospective Cohort Study. International Journal of Surgery, 109, 4151-4161.
https://doi.org/10.1097/js9.0000000000000741
[19] Huang, J.B., Zhou, Z.Y., Lu, J., Zhu, J.Y., Lai, B., Mao, S.X. and Cao, J.Q. (2025) Inflammatory Burden Index as a Prognostic Marker in Patients with Advanced Gastric Cancer Treated with Neoadjuvant Chemotherapy and Immunotherapy. Frontiers in Immunology, 15, Article ID: 1471399.
https://doi.org/10.3389/fimmu.2024.1471399
[20] Zhao, F., Li, E., Shen, G., Dong, Q., Ren, D., Wang, M., et al. (2023) Correlation between Mismatch Repair and Survival of Patients with Gastric Cancer after 5-FU-Based Adjuvant Chemotherapy. Journal of Gastroenterology, 58, 622-632.
https://doi.org/10.1007/s00535-023-01990-z
[21] Li, Z.T., Sun, M.L., Liu, F.H., Li, Y., Bao, R.H., Jiang, X.F. and Wu, Q.J. (2026) Prognostic Nutritional Index and Cancer Prognostic Outcomes: An Umbrella Review of Systematic Reviews and Meta-Analyses of Observational Studies. Advances in Nutrition, 17, Article ID: 100641.
https://doi.org/10.1016/j.advnut.2026.100641
[22] Dong, Y., Yan, X., Ma, Q., Liu, D., Wang, L., Li, M., et al. (2026) Association between Pre-Treatment Malnutrition and Chemotherapy Toxicity in Patients with Advanced or Metastatic Gastroenteric Tumors Receiving Systemic Therapy. Frontiers in Nutrition, 13, Article ID: 1780440.
https://doi.org/10.3389/fnut.2026.1780440
[23] Du, Y., Li, Y., Tan, Z., Song, J., Jiang, Y., Liu, S., et al. (2025) Prognostic Value of Combining Preoperative Immune-Inflammatory-Nutritional Index and Tumor Biomarkers in Gastric Cancer Patients Undergoing Radical Resection. Frontiers in Nutrition, 12, Article ID: 1562202.
https://doi.org/10.3389/fnut.2025.1562202
[24] Wang, Q., Huang, C., Ding, Y., Wen, S., Wang, X., Guo, S., et al. (2022) Inhibition of CCCTC Binding Factor-Programmed Cell Death Ligand 1 Axis Suppresses Emergence of Chemoresistance Induced by Gastric Cancer-Derived Mesenchymal Stem Cells. Frontiers in Immunology, 13, Article ID: 884373.
https://doi.org/10.3389/fimmu.2022.884373
[25] Liao, F., Tong, Y., Sun, H., Chen, S., Wen, S., Du, Y., et al. (2026) Nerves Stimulate Cross-Talk between Gastric Cancer and Group 3 Innate Lymphoid Cells to Enhance Immunosuppression. Cancer Research, 86, 1968-1986.
https://doi.org/10.1158/0008-5472.can-25-3092
[26] Fang, M., Li, Y., Wang, P., Wang, Y., Wang, X., Wa, X., et al. (2025) METTL3 Inhibition Restores PD-L1 Expression and CD8+ T-Cell Cytotoxic Function in Immunotherapy-Treated Gastric Cancer. Cancer Immunology Research, 13, 1037-1052.
https://doi.org/10.1158/2326-6066.cir-24-1179
[27] Sun, Y., Chen, Y., Cai, Y., Wang, X., Chen, Q., Fang, S. and Wang, Q. (2023) Discovery of CDK Signature and CDK5 as Potential Biomarkers for Predicting Prognosis and Immunotherapeutic Response in Gastric Cancer Peritoneal Metastases. American Journal of Cancer Research, 13, 4087-4100.
[28] Weng, N., Zhou, C., Zhou, Y., Zhong, Y., Jia, Z., Rao, X., et al. (2024) IKZF4/NONO-RAB11FIP3 Axis Promotes Immune Evasion in Gastric Cancer via Facilitating PD-L1 Endosome Recycling. Cancer Letters, 584, Article ID: 216618.
https://doi.org/10.1016/j.canlet.2024.216618
[29] Lu, M.M. and Yang, Y. (2024) Exosomal PD-L1 in Cancer and Other Fields: Recent Advances and Perspectives. Frontiers in Immunology, 15, Article ID: 1395332.
https://doi.org/10.3389/fimmu.2024.1395332
[30] Ibrahim, D., Simó, C., Brown, E.L., Shmuel, S., Panikar, S.S., Benton, A., et al. (2024) PD-L1 Has a Heterogeneous and Dynamic Expression in Gastric Cancer with Implications for immunoPET. Frontiers in Immunology, 15, Article ID: 1405485.
https://doi.org/10.3389/fimmu.2024.1405485
[31] Chen, Y., Jia, K., Sun, Y., Zhang, C., Li, Y., Zhang, L., et al. (2022) Predicting Response to Immunotherapy in Gastric Cancer via Multi-Dimensional Analyses of the Tumour Immune Microenvironment. Nature Communications, 13, Article No. 4851.
https://doi.org/10.1038/s41467-022-32570-z
[32] He, Y., Hong, Q., Chen, S., Zhou, J. and Qiu, S. (2025) Reprogramming Tumor-Associated Macrophages in Gastric Cancer: A Pathway to Enhanced Immunotherapy. Frontiers in Immunology, 16, Article ID: 1558091.
https://doi.org/10.3389/fimmu.2025.1558091
[33] Yu, K., Gu, Y., Zhang, P., Fang, H., Cao, Y., Wang, J., et al. (2022) Intratumoral PD-1+CD8+ T Cells Associate Poor Clinical Outcomes and Adjuvant Chemotherapeutic Benefit in Gastric Cancer. British Journal of Cancer, 127, 1709-1717.
https://doi.org/10.1038/s41416-022-01939-8
[34] Yong, X., Mu, D., Ni, H., Wang, X., Zhang, T., Chang, X., et al. (2025) Regulation of the CD8⁺ T Cell and PDL1/PD1 Axis in Gastric Cancer: Unraveling the Molecular Landscape. Critical Reviews in Oncology/Hematology, 212, Article ID: 104750.
https://doi.org/10.1016/j.critrevonc.2025.104750
[35] Chen, W., Zhang, L., Gao, M., Zhang, N., Wang, R., Liu, Y., et al. (2025) Role of Tertiary Lymphoid Structures and B Cells in Clinical Immunotherapy of Gastric Cancer. Frontiers in Immunology, 15, Article ID: 1519034.
https://doi.org/10.3389/fimmu.2024.1519034
[36] Katayama, N., Ohuchida, K., Son, K., Tsutsumi, C., Mochida, Y., Noguchi, S., et al. (2025) Tumor Infiltration of Inactive CD8+ T Cells Was Associated with Poor Prognosis in Gastric Cancer. Gastric Cancer, 28, 211-227.
https://doi.org/10.1007/s10120-024-01577-4
[37] Jiao, F., Wang, Z., Yuan, J., Shi, F. and Zhang, S. (2026) The Tumor Microenvironment Shapes Gastric Cancer Progression by Coordinating Immune Suppression and Metabolic Reprogramming. Frontiers in Immunology, 17, Article ID: 1787060.
https://doi.org/10.3389/fimmu.2026.1787060
[38] Zhang, B., Shang, L., Kuang, Z., Wang, C., Sun, B. and Kong, F. (2026) Glycolysis-Driven Immunosuppression in Gastric Cancer: Metabolic Crosstalk between Tumor Cells and the Immune Microenvironment (Review). International Journal of Oncology, 69, 1-21.
https://doi.org/10.3892/ijo.2026.5912
[39] Zhou, P., Qu, H., Tang, Y., Shi, K., Zhuang, Z., Qiu, C., et al. (2026) Gastric Cancer Cells-Derived Exosomal miR-151a-5p Induces an Immunosuppressive Microenvironment through Promoting LAG3(+)TAMs Infiltration. Journal of Experimental & Clinical Cancer Research, 45, Article No. 115.
https://doi.org/10.1186/s13046-026-03703-9
[40] Chen, Y., Sun, Z., Wan, L., Chen, H., Xi, T. and Jiang, Y. (2022) Tumor Microenvironment Characterization for Assessment of Recurrence and Survival Outcome in Gastric Cancer to Predict Chemotherapy and Immunotherapy Response. Frontiers in Immunology, 13, Article ID: 890922.
https://doi.org/10.3389/fimmu.2022.890922
[41] Becerril-Rico, J., Alvarado-Ortiz, E., Toledo-Guzmán, M.E., Pelayo, R. and Ortiz-Sánchez, E. (2021) The Cross Talk between Gastric Cancer Stem Cells and the Immune Microenvironment: A Tumor-Promoting Factor. Stem Cell Research & Therapy, 12, Article No. 498.
https://doi.org/10.1186/s13287-021-02562-9
[42] Guo, X., Qu, Z., Wang, Y., Huang, L., Cheng, M., Huang, N., et al. (2026) Dynamic Monitoring of Circulating Tumor Cells and PD-L1 Combined Positive Score as Prognostic Biomarkers for Adjuvant Immunochemotherapy in Stage III Gastric Cancer: A Prospective Observational Study. International Immunopharmacology, 186, Article ID: 117070.
https://doi.org/10.1016/j.intimp.2026.117070
[43] Sun, J.G., Gao, Y., Gao, Y.S., Dai, X.J. and Chen, P. (2024) Identification of the Exosomal PD-L1 Inhibitor to Promote the PD-1 Targeting Therapy of Gastric Cancer. European Journal of Medicinal Chemistry, 268, Article ID: 116182.
https://doi.org/10.1016/j.ejmech.2024.116182
[44] Yang, Y.N., Wang, L.S., Dang, Y.Q. and Ji, G. (2024) Evaluating the Efficacy of Immunotherapy in Gastric Cancer: Insights from Immune Checkpoint Inhibitors. World Journal of Gastroenterology, 30, 3726-3729.
https://doi.org/10.3748/wjg.v30.i32.3726
[45] Miao, Z., Li, J., Wang, Y., Shi, M., Gu, X., Zhang, X., et al. (2023) Hsa_circ_0136666 Stimulates Gastric Cancer Progression and Tumor Immune Escape by Regulating the miR-375/PRKDC Axis and PD-L1 Phosphorylation. Molecular Cancer, 22, Article No. 205.
https://doi.org/10.1186/s12943-023-01883-y