The correlation between body mass index, systemic immune-inflammation index with the efficacy and prognosis of immunotherapy in NSCLC patients
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摘要:
目的 探讨体重指数(BMI)及全身免疫炎症指数(SII)与非小细胞肺癌(NSCLC)患者免疫治疗效果、预后的相关性,为个体化临床治疗提供理论基础。 方法 回顾性纳入马鞍山十七冶医院及马鞍山市人民医院2021年8月—2022年8月收治的140例NSCLC患者,以基线BMI值将患者分为低BMI组(BMI<25,108例)及高BMI组(BMI≥25,32例),并以基线SII中位数为界,将患者分为低SII组(SII<642.40,70例)和高SII组(SII≥642.40,70例)。分析BMI及SII与患者免疫治疗效果的相关性,并对患者进行为期2年的随访,统计患者生存预后,以Cox回归分析探讨NSCLC患者生存预后的影响因素。 结果 低BMI组免疫治疗周期结束时客观缓解率(ORR)为45.37%(49/108),低于高BMI组的75.00%(24/32,χ2=8.685,P=0.003);高SII组免疫治疗周期结束时ORR为37.14%(26/70),低于低SII组的67.14%(47/70,χ2=12.623,P<0.001)。随访2年,中位随访时间为(12.07±3.45)个月。BMI<25、合并肾上腺转移、肝转移、SII≥642.40的患者中位无进展生存期(PFS)分别低于BMI≥25、无肾上腺转移、肝转移、SII<642.40的患者(P<0.05)。Cox回归分析显示,BMI<25、合并肾上腺转移、肝转移及SII≥642.40均为影响NSCLC患者中位PFS的危险因素(P<0.05)。 结论 BMI及SII均与NSCLC患者免疫治疗效果密切相关,且均为患者出现不良预后的影响因素。 Abstract:Objective To investigate the correlation of body mass index (BMI) and systemic immunoinflammatory index (SII) with immunotherapy efficacy and prognosis in patients with non-small cell lung cancer (NSCLC), providing the theoretical basis for individualized clinical treatment. Methods A total of 140 patients with NSCLC admitted to Ma ' anshan Shiqiye Hospital and Ma ' anshan People ' s Hospital from August 2021 to August 2022 were retrospectively included. Patients were separated into low BMI group (BMI<25, n=108) and high BMI group (BMI≥25, n=32) based on baseline BMI value, and were separated into low SII group (SII<642.40, n=70) and high SII group (SII≥642.40, n=70) based on baseline median SII value as the boundary. The correlation of BMI and SII with immunotherapy efficacy of patients was analyzed, and the patients were followed up for two years to analyze the survival prognosis of patients. Cox regression analysis was used to explore the factors affecting the survival prognosis of patients with NSCLC. Results The objective remission rate (ORR) at the end of immunotherapy cycle in low BMI group was lower [45.37% (49/108) vs. 75.00% (24/32), χ2=8.685, P=0.003], and ORR was lower in the high SII group than the low SII group [37.14% (26/70) vs. 67.14% (47/70), χ2=12.623, P < 0.001]. After two years of follow-up, the median follow-up time was (12.07±3.45) months. The median progression-free survival (PFS) in patients with BMI < 25, adrenal metastasis, liver metastasis, and SII≥642.40 was lower than that in patients with BMI < 25, no adrenal metastasis and liver metastasis, and SII < 642.40, respectively (P < 0.05). Cox regression analysis showed that BMI < 25, adrenal metastasis, liver metastasis and SII≥642.40 were all risk factors for the median PFS in NSCLC patients (P < 0.05). Conclusion Both BMI and SII are closely related to immunotherapy efficacy in patients with NSCLC and are risk factors for poor prognosis. -
表 1 不同BMI值NSCLC患者临床疗效比较[例(%)]
Table 1. Comparison of clinical efficacy of NSCLC patients with different BMI values [cases (%)]
组别 例数 CR PR SD PD ORR 低BMI组 108 1(0.93) 48(44.44) 57(52.78) 2(1.85) 49(45.37) 高BMI组 32 0 24(75.00) 7(21.88) 1(3.12) 24(75.00) 统计量 2.710a 8.685b P值 0.007 0.003 注:a为Z值,b为χ2值。 表 2 不同SII值NSCLC患者临床疗效比较[例(%)]
Table 2. Comparison of clinical efficacy of NSCLC patients with different SII values [cases (%)]
组别 例数 CR PR SD PD ORR 低SII组 70 1(1.43) 46(65.71) 22(31.43) 1(1.43) 47(67.14) 高SII组 70 0 26(37.14) 42(60.00) 2(2.86) 26(37.14) 统计量 3.560a 12.623b P值 <0.001 <0.001 注:a为Z值,b为χ2值。 表 3 NSCLC患者中位PFS影响因素的单因素分析
Table 3. Univariate analysis of median PFS in NSCLC patients
项目 例数 中位PFS(月) log-rank χ2 P值 性别 1.014 0.336 男性 104 7.9 女性 36 8.5 年龄 0.882 0.631 ≤60岁 33 7.1 >60岁 107 7.0 BMI 7.454 0.006 <25 108 6.3 ≥25 32 8.1 肿瘤部位 1.288 0.245 左肺 57 7.9 右肺 81 8.1 双肺 2 7.5 TNM分期 1.147 0.375 Ⅲ期 27 8.7 ⅣA期 68 7.4 ⅣB期 45 7.2 病理类型 1.002 0.401 鳞癌 64 8.5 腺癌 76 8.1 EGFR突变 1.225 0.273 有 19 7.3 无 121 7.7 脑转移 1.436 0.157 有 42 7.1 无 98 7.8 骨转移 2.014 0.067 有 55 7.0 无 85 8.1 肾上腺转移 5.143 0.022 有 72 5.7 无 68 7.4 肝转移 10.103 <0.001 有 65 5.5 无 75 9.0 治疗方案 4.511 0.094 单用免疫治疗 22 6.7 免疫+化疗 82 7.5 免疫+靶向 17 7.9 免疫+化疗+靶向 19 8.3 SII 6.038 0.014 <642.40 70 9.0 ≥642.40 70 6.8 表 4 NSCLC患者中位PFS影响因素的Cox回归分析
Table 4. Cox regression analysis of factors influencing median PFS in NSCLC patients
变量 B SE Waldχ2 P值 HR(95% CI) BMI 0.592 0.118 9.695 <0.001 2.049(1.113~3.044) 肾上腺转移 0.433 0.219 6.224 0.012 1.367(1.084~2.225) 肝转移 0.525 0.174 7.442 0.006 1.945(1.105~2.893) SII 0.605 0.085 11.720 <0.001 2.185(1.121~3.349) -
[1] 段进进, 尚立群, 王莉, 等. 沉默Rheb对DDP耐药非小细胞肺癌细胞活力和凋亡的影响及机制研究[J]. 中国免疫学杂志, 2023, 39(8): 1683-1686.DUAN J J, SHANG L Q, WANG L, et al. Effect and mechanism of si-Rheb on viability and apoptosis of DDP-resistant nun-small cell lung cancer cells[J]. Chinese Journal of Immunology, 2023, 39(8): 1683-1686. [2] 张慧勤, 胡晨曦, 惠开元, 等. 非小细胞肺癌外周血T细胞表面程序性细胞死亡因子1的表达与免疫治疗疗效的相关性研究[J]. 安徽医药, 2023, 27(4): 706-711, 849.ZHANG H Q, HU C X, HUI K Y, et al. Correlation of PD-1 expression on peripheral blood T cells in non-small cell lung cancer and the efficacy of immunotherapy[J]. Anhui Medical and Pharmaceutical Journal, 2023, 27(4): 706-711, 849. [3] 周麟, 邱思冲, 李柳宁, 等. 中药联合免疫检查点抑制剂治疗Ⅲ-Ⅳ期非小细胞肺癌的安全性观察[J]. 广州中医药大学学报, 2024, 41(5): 1152-1159.ZHOU L, QIU S C, LI L N, et al. Observation on the safety of Chinese medicine combined with immune checkpoint inhibitors for the treatment of non-small cell lung cancer at StageⅢ-Ⅳ[J]. Journal of Guangzhou University of Traditional Chinese Medicine, 2024, 41(5): 1152-1159. [4] 张献文, 孙谦, 蔡丰, 等. 放疗联合PD-1抑制剂治疗驱动基因阴性非小细胞肺癌脑转移患者的疗效分析[J]. 中华全科医学, 2024, 22(12): 2016-2019, 2157. doi: 10.16766/j.cnki.issn.1674-4152.003787ZHANG X W, SUN Q, CAI F, et al. Prognostic analysis of radiotherapy combined with PD-1 inhibitors in patients with driver-gene negative non-small cell lung cancer and brain metastases[J]. Chinese Journal of General Practice, 2024, 22(12): 2016-2019, 2157. doi: 10.16766/j.cnki.issn.1674-4152.003787 [5] 芦翼飞, 任中海, 王磊, 等. 补体C3和C4表达水平与早期非小细胞肺癌老年肥胖患者临床病理特征及预后的相关性分析[J]. 实用癌症杂志, 2022, 37(3): 367-370, 375.LU Y F, REN Z H, WANG L, et al. Correlation analysis of complement C3 and C4 expression levels and the clinicopatho-logical features and prognosis in elderly obese patients with early non-small cell lung cancer[J]. The Practical Journal of Cancer, 2022, 37(3): 367-370, 375. [6] 段惠娟, 李希, 党傲, 等. 系统免疫炎症指数与外周血相关指标对进展期非小细胞肺癌患者预后的预测价值[J]. 实用医院临床杂志, 2023, 20(5): 74-78.DUAN H J, LI X, DANG A, et al. The predictive value of systemic immune inflammation index and peripheral blood related in-dicators on the prognosis of patients with advanced non-small cell lung cancer[J]. Practical Journal of Clinical Medicine, 2023, 20(5): 74-78. [7] 中国初级卫生保健基金会肿瘤精准诊疗专业委员会, 中国抗癌协会肿瘤精准治疗专业委员会, 中国抗癌协会肿瘤病理专委会肺癌学组, 等. 基于RNA-based NGS检测非小细胞肺癌融合基因临床实践中国专家共识[J]. 中国肺癌杂志, 2023, 26(11): 801-812.Tumor precision diagnosis and treatment committee of China primary health care foundation, Chinese anti-cancer association tumor precision therapy committee, lung cancer group, special committee of tumor pathology, Chinese anti-cancer association, et al. Chinese expert consensus on the clinical practice of non-small cell lung cancer fusion gene detection based on RNA-based NGS[J]. Chinese Journal Of Lung Cancer, 2023, 26(11): 801-812. [8] 敬小梅, 陈萍, 李吟枫, 等. 基于倾向评分匹配分析多学科诊疗对非小细胞肺癌患者预后的影响[J]. 肿瘤预防与治疗, 2022, 35(8): 704-711.JING X M, CHEN P, LI Y F, et al. Effect of multi-disciplinary treatment on survival outcomes of non-small cell lung cancer patients based on propensity score matching[J]. Journal of Cancer Control And Treatment, 2022, 35(8): 704-711. [9] 张波, 方文涛, 钟华. 肺癌第9版TNM分期解读[J]. 中华肿瘤杂志, 2024, 46(3): 206-210.ZHANG B, FANG W T, ZHONG H. Introduction to the 9th edition of TNM classification for lung cancer[J]. Chinese Journal of Oncology, 2024, 46(3): 206-210. [10] 张立明, 宋文鹏, 王彦, 等. 治疗前预后营养指数与小细胞肺癌患者预后相关性的meta分析[J]. 华西医学, 2022, 37(3): 424-430.ZHANG L M, SONG W P, WANG Y, et al. Association between pretreatment prognostic nutritional index and prognosis of small cell lung cancer patients: a meta-analysis[J]. West China Medical Journal, 2022, 37(3): 424-430. [11] 曹加顺, 李秋, 支修益, 等. 免疫检查点抑制剂联合化疗后手术治疗Ⅲ期不可切除非小细胞肺癌的效果[J]. 中华胸心血管外科杂志, 2023, 39(4): 207-212.CAO J S, LI Q, ZHI X Y, et al. Effect of surgical resection after preoperative immunotherapy combined chemotherapy on unresectable stage Ⅲ non-small cell lung cancer[J]. Chinese Journal of Thoracic and Cardiovascular Surgery, 2023, 39(4): 207-212. [12] 刘雨晴, 袁淑敏, 祁晓星, 等. 安罗替尼联合免疫检查点抑制剂治疗晚期非小细胞肺癌的疗效及安全性[J]. 中国临床医生杂志, 2023, 51(4): 447-450.LIU Y Q, YUAN S M, QI X X, et al. Efficacy and safety of allotinib combined with immune checkpoint inhibitors in the treatment of advanced non-small cell lung cancer[J]. Chinese Clinical Doctor, 2023, 51(4): 447-450. [13] HUANG H T, BRAND D H, FENWICK J D, et al. Immuno chemoradiation for non-small cell lung cancer: a meta-analysis of factors influencing survival benefit in combination trials[J]. Int J Radiat Oncol Biol Phys, 2024, 120(2): 409-421. doi: 10.1016/j.ijrobp.2024.03.029 [14] 张晓楠, 熊雅俊, 许爱国. 基于老年营养风险指数构建老年非小细胞肺癌患者的预后模型[J]. 中国肺癌杂志, 2023, 26(7): 497-506.ZHANG X N, XIONG Y J, XU A G. A Prognostic Model of Elderly Patients with Non-small Cell Lung Cancer Based on Geriatric Nutritional Risk Index[J]. Chinese Journal Of Lung Cancer, 2023, 26(7): 497-506. [15] 白丽娜, 陶震文, 安润花, 等. 非小细胞肺癌化疗患者应用追踪营养护理方案的实践[J]. 中国医药导报, 2022, 19(33): 172-175.BAI L N, TAO Z W, AN R H, et al. Practice of follow-up nutrition nursing program in patients with non-small cell lung cancer undergoing chemotherapy[J]. China Medical Herald, 2022, 19(33): 172-175. [16] 朱庆, 马庆功, 孙建, 等. PD-1/PD-L1抑制剂治疗ⅢB~Ⅳ期非小细胞肺癌的疗效及安全性研究[J]. 医学研究杂志, 2023, 52(6): 169-174, 193.ZHU Q, MA Q G, SUN J, et al. Efficacy and Safety Study of PD-1/PD-L1 Inhibitors for stage ⅢB-Ⅳ Non-small Cell Lung Cancer[J]. Journal of Medical Research, 2023, 52(6): 169-174, 193. [17] 黄小征, 吴江华, 周立新, 等. 非小细胞肺癌不同部位组织样本PD-L1表达水平比较研究[J]. 中国肺癌杂志, 2022, 25(5): 303-310.HUANG X Z, WU J H, ZHOU L X, et al. Comparative Study of PD-L1 Expression in Different Sites of Non-small Cell Lung Cancer[J]. Chinese JOURNAL OF LUNG CANcer, 2022, 25(5): 303-310. [18] 张国伟, 程瑞瑞, 张国俊, 等. 有或无肝转移的晚期非小细胞肺癌应用纳武利尤单抗的疗效差异: 一项回顾性队列研究[J]. 现代肿瘤医学, 2021, 29(15): 2615-2619.ZHANG G W, CHENG R R, ZHANG G J, et al. Difference in efficacy of nivolumabin advanced non-small cell lung cancer with or with-out liver metastases: A retrospective cohort study[J]. Journal of Modern Oncology, 2021, 29(15): 2615-2619. [19] ANTUNES-FERREIRA M, D' AMBROSI S, ARKANI M, et al. Tumor-educated platelet blood tests for non-small cell lung cancer detection and management[J]. Sci Rep, 2023, 13(1): 9359. DOI: 10.1038/s41598-023-35818-w. [20] LIANG M M, SUN Z G, CHEN X W, et al. E3 ligase TRIM28 promotes anti-PD-1 resistance in non-small cell lung cancer by enhancing the recruitment of myeloid-derived suppressor cells[J]. J Exp Clin Cancer Res, 2023, 42(1): 275. DOI: 10.1186/s13046-023-02862-3. [21] 毕周奎, 徐瑜, 郭亮, 等. 外周血炎症指标对晚期非小细胞肺癌合并慢性阻塞性肺疾病患者免疫治疗疗效的影响[J]. 中华医学杂志, 2024, 104(18): 1601-1609.BI Z K, XU Y, GUO L, et al. Effect of peripheral blood inflammatory indicators on the efficacy of immunotherapy in patients with advanced non-small cell lung cancer and chronic obstructive pulmonary disease[J]. National Medical Journal of China, 2024, 104(18): 1601-1609. -
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