肿瘤相关性肌少症影响因素的Meta分析
Risk Factors for Tumor-Associated Sarcopenia: A Meta-Analysis
DOI: 10.12677/acm.2026.1641457, PDF,   
作者: 李婷婷:黑龙江中医药大学研究生院,黑龙江 哈尔滨;聂 宏*:黑龙江中医药大学附属第一医院治未病中心,黑龙江 哈尔滨;杨 雪, 王露佳, 张 煜:滕州市中心人民医院,山东 枣庄
关键词: 肿瘤肌少症危险因素Meta分析Neoplasms Sarcopenia Risk Factors Meta-Analysis
摘要: 目的:通过Meta分析了解肿瘤相关性肌少症的危险因素,为预防肿瘤患者发生肌少症提供依据。方法:计算机检索中国知网、万方、维普、CBM、PubMed、Web of Science、the Cochrane Library中关于癌症患者并发肌少症危险因素的文献,检索时限为建库至2023年4月。采用RevMan5.4及Stata14.0软件进行Meta分析。结果:最终纳入文献24篇,其中中文7篇,英文17篇,共10,902例研究对象。Meta分析影响因素结果显示,年龄(OR = 1.06, 95%CI: 1.04~1.08, P < 0.001)、性别(OR = 2.69, 95%CI: 1.44~5.03, P = 0.002)、BMI (OR = 0.78, 95%CI: 0.75~0.81, P < 0.001)、NRS评分(OR = 1.87, 95%CI: 1.47~2.39, P < 0.001)、肿瘤分期(OR = 1.81, 95%CI: 1.09~3.00, P = 0.02)、NLR (OR = 2.25, 95%CI: 1.48~3.42, P < 0.001)、糖尿病(OR = 2.11, 95%CI: 1.22~3.65, P = 0.008)、LMR (OR = 1.80, 95%CI: 1.43~2.26, P < 0.001)是肿瘤相关性肌少症的危险因素。结论:年龄、性别、BMI、NRS评分、肿瘤分期、NLR、糖尿病、LMR是肿瘤相关性肌少症的危险因素。医务人员可参考本研究结论,注重癌症患者肌少症的早期筛查与预防,早期实施干预措施,以维持肌肉力量和改善肌肉功能。
Abstract: Objective: Meta-analysis was performed to understand the risk factors of tumor-associated sarcopenia and provide evidence for the prevention of sarcopenia in tumor patients. Methods: The literatures on the risk factors of sarcopenia in cancer patients were retrieved from CNKI, Wanfang, VIP, CBM, PubMed, Web of Science and the Cochrane Library. The retrieval time was from inception to April 2023. Meta-analysis was performed using RevMan5.4 and Stata14.0 software. Results: 24 literatures were included, including 7 in Chinese and 17 in English, with a total of 10,902 subjects. The results of Meta-analysis of influencing factors showed that Age (OR = 1.06, 95%CI: 1.04~1.08, P < 0.001), gender (OR = 2.69, 95%CI: 1.44~5.03, P = 0.002), BMI (OR = 0.78, 95%CI: 0.75~0.81, P < 0.001), NRS (OR = 1.87, 95%CI: 1.47~2.39, P < 0.001), tumor staging (OR = 1.81, 95%CI: 1.09~3.00, P = 0.02), NLR (OR = 2.25, 95%CI: 1.48~3.42, P < 0.001), diabetes (OR = 2.11, 95%CI: 1.22~3.65, P = 0.008), LMR (OR = 1.80, 95%CI: 1.43~2.26, P < 0.001) were risk factors for tumor-associated sarcopenia. Conclusion: Age, sex, BMI, NRS score, tumor stage, NLR, diabetes and LMR are risk factors for tumor-associated sarcopenia. Medical staff can refer to the conclusion of this study, pay attention to the early screening and prevention of sarcopenia in cancer patients, and implement early intervention measures to maintain muscle strength and improve muscle function.
文章引用:李婷婷, 聂宏, 杨雪, 王露佳, 张煜. 肿瘤相关性肌少症影响因素的Meta分析[J]. 临床医学进展, 2026, 16(4): 2115-2124. https://doi.org/10.12677/acm.2026.1641457

参考文献

[1] Cruz-Jentoft, A.J., Bahat, G., Bauer, J., Boirie, Y., Bruyère, O., Cederholm, T., et al. (2019) Sarcopenia: Revised European Consensus on Definition and Diagnosis. Age and Ageing, 48, 601. [Google Scholar] [CrossRef] [PubMed]
[2] Yuan, S. and Larsson, S.C. (2023) Epidemiology of Sarcopenia: Prevalence, Risk Factors, and Consequences. Metabolism, 144, Article 155533. [Google Scholar] [CrossRef] [PubMed]
[3] Surov, A. and Wienke, A. (2022) Prevalence of Sarcopenia in Patients with Solid Tumors: A Meta‐Analysis Based on 81,814 Patients. Journal of Parenteral and Enteral Nutrition, 46, 1761-1768. [Google Scholar] [CrossRef] [PubMed]
[4] Taylor, J.M., Song, A., David, A.R., Chen, V.E., Lu, B. and Werner-Wasik, M. (2020) Impact of Sarcopenia on Survival in Patients with Early-Stage Lung Cancer Treated with Stereotactic Body Radiation Therapy. Cureus, 12, e10712. [Google Scholar] [CrossRef] [PubMed]
[5] 中国抗癌协会肿瘤营养专业委员会, 石汉平, 刘明, 等. 肿瘤相关性肌肉减少症临床诊断与治疗指南[J]. 肿瘤代谢与营养电子杂志, 2022, 9(1): 24-34.
[6] Cruz-Jentoft, A.J., Bahat, G., Bauer, J., Boirie, Y., Bruyère, O., Cederholm, T., et al. (2019) Sarcopenia: Revised European Consensus on Definition and Diagnosis. Age and Ageing, 48, 16-31. [Google Scholar] [CrossRef] [PubMed]
[7] Chen, L., Woo, J., Assantachai, P., Auyeung, T., Chou, M., Iijima, K., et al. (2020) Asian Working Group for Sarcopenia: 2019 Consensus Update on Sarcopenia Diagnosis and Treatment. Journal of the American Medical Directors Association, 21, 300-307.e2. [Google Scholar] [CrossRef] [PubMed]
[8] Prado, C.M., Lieffers, J.R., McCargar, L.J., Reiman, T., Sawyer, M.B., Martin, L., et al. (2008) Prevalence and Clinical Implications of Sarcopenic Obesity in Patients with Solid Tumours of the Respiratory and Gastrointestinal Tracts: A Population-Based Study. The Lancet Oncology, 9, 629-635. [Google Scholar] [CrossRef] [PubMed]
[9] Ushitani, Y., Shimada, Y., Yamada, Y., Kudo, Y., Yamada, T., Tanaka, T., et al. (2022) Clinical Impact of Sarcopenia 1 Year after Surgery for Patients with Early-Stage Non-Small Cell Lung Cancer. Annals of Surgical Oncology, 29, 6922-6931. [Google Scholar] [CrossRef] [PubMed]
[10] Souza, B.U.D., Souza, N.C.S., Martucci, R.B., Rodrigues, V.D., Pinho, N.B.D., Gonzalez, M.C., et al. (2018) Factors Associated with Sarcopenia in Patients with Colorectal Cancer. Nutrition and Cancer, 70, 176-183. [Google Scholar] [CrossRef] [PubMed]
[11] Gao, B., Chen, W., Liu, Y., Li, Y., Li, X., Ding, C., et al. (2022) Associations between Nutrition Risk Scores and Sarcopenia in Gastrointestinal Cancer Patients: A Cross-Sectional Study. Supportive Care in Cancer, 30, 3269-3277. [Google Scholar] [CrossRef] [PubMed]
[12] Pérez Camargo, D.A., Allende Pérez, S.R., Verastegui Avilés, E., Rivera Franco, M.M., Meneses García, A., Herrera Gómez, Á., et al. (2017) Assessment and Impact of Phase Angle and Sarcopenia in Palliative Cancer Patients. Nutrition and Cancer, 69, 1227-1233. [Google Scholar] [CrossRef] [PubMed]
[13] Aro, R., Meriläinen, S., Sirniö, P., Väyrynen, J.P., Pohjanen, V., Herzig, K., et al. (2022) Sarcopenia and Myosteatosis Are Associated with Neutrophil to Lymphocyte Ratio but Not Glasgow Prognostic Score in Colorectal Cancer Patients. Journal of Clinical Medicine, 11, Article 2656. [Google Scholar] [CrossRef] [PubMed]
[14] Kim, H.J., Lee, E.S., Kim, B.J., Kim, W., Park, J.Y., Kim, J.G., et al. (2022) Risk Factors and Clinical Outcomes of Postgastrectomy Sarcopenia Newly Developed after Curative Resection for Gastric Cancer. Medicine, 101, e28699. [Google Scholar] [CrossRef] [PubMed]
[15] Kocher, N.J., Jafri, S., Balabhadra, S., Lehman, E., Gardner, J., Vijay, K., et al. (2018) Is Sarcopenia and Sarcopenic Obesity Associated with Clinical and Pathological Outcomes in Patients Undergoing Radical Nephroureterectomy? Urologic Oncology: Seminars and Original Investigations, 36, 156.e17-156.e22. [Google Scholar] [CrossRef] [PubMed]
[16] Kim, H., Yoo, S., Park, Y.S. and Park, S.G. (2018) Low Dietary Energy Intake Is Associated with Sarcopenia in Cancer Survivors: An Analysis Based on the Korean National Health and Nutrition Examination Survey 2008-2011. Nutrition Research, 53, 15-22. [Google Scholar] [CrossRef] [PubMed]
[17] Xiao, J., Caan, B.J., Cespedes Feliciano, E.M., Meyerhardt, J.A., Kroenke, C.H., Baracos, V.E., et al. (2019) The Association of Medical and Demographic Characteristics with Sarcopenia and Low Muscle Radiodensity in Patients with Nonmetastatic Colorectal Cancer. The American Journal of Clinical Nutrition, 109, 615-625. [Google Scholar] [CrossRef] [PubMed]
[18] Wang, J., Xu, L., Huang, S., Hui, Q., Shi, X. and Zhang, Q. (2021) Low Muscle Mass and Charlson Comorbidity Index Are Risk Factors for Short-Term Postoperative Prognosis of Elderly Patients with Gastrointestinal Tumor: A Cross-Sectional Study. BMC Geriatrics, 21, Article No. 730. [Google Scholar] [CrossRef] [PubMed]
[19] Liang, H., Peng, H. and Chen, L. (2021) Prognostic Value of Sarcopenia and Systemic Inflammation Markers in Patients Undergoing Definitive Radiotherapy for Esophageal Cancer. Cancer Management and Research, 13, 181-192. [Google Scholar] [CrossRef] [PubMed]
[20] Jochum, S.B., Kistner, M., Wood, E.H., Hoscheit, M., Nowak, L., Poirier, J., et al. (2019) Is Sarcopenia a Better Predictor of Complications than Body Mass Index? Sarcopenia and Surgical Outcomes in Patients with Rectal Cancer. Colorectal Disease, 21, 1372-1378. [Google Scholar] [CrossRef] [PubMed]
[21] Nipp, R.D., Fuchs, G., El-Jawahri, A., Mario, J., Troschel, F.M., Greer, J.A., et al. (2018) Sarcopenia Is Associated with Quality of Life and Depression in Patients with Advanced Cancer. The Oncologist, 23, 97-104. [Google Scholar] [CrossRef] [PubMed]
[22] Kim, C.R., Kim, E.Y., Kim, Y.S., Ahn, H.K., Kim, K.W., Jeong, Y.M., et al. (2018) Histologic Subtypes Are Not Associated with the Presence of Sarcopenia in Lung Cancer. PLOS ONE, 13, e0194626. [Google Scholar] [CrossRef] [PubMed]
[23] Orzell, S., Verhaaren, B.F.J., Grewal, R., Sklar, M., Irish, J.C., Gilbert, R., et al. (2022) Evaluation of Sarcopenia in Older Patients Undergoing Head and Neck Cancer Surgery. The Laryngoscope, 132, 356-363. [Google Scholar] [CrossRef] [PubMed]
[24] Lin, J., Lin, J., Xie, J., Wang, J., Lu, J., Chen, Q., et al. (2019) Prognostic Value and Association of Sarcopenia and Systemic Inflammation for Patients with Gastric Cancer Following Radical Gastrectomy. The Oncologist, 24, e1091-e1101. [Google Scholar] [CrossRef] [PubMed]
[25] Lin, J., Zhang, W., Huang, Y., Chen, W., Wu, R., Chen, X., et al. (2018) Sarcopenia Is Associated with the Neutrophil/Lymphocyte and Platelet/Lymphocyte Ratios in Operable Gastric Cancer Patients: A Prospective Study. Cancer Management and Research, 10, 4935-4944. [Google Scholar] [CrossRef] [PubMed]
[26] 李周华, 季爽, 胡先纬, 等. 肺癌患者并发肌肉减少症的危险因素分析及其与临床预后的相关性探讨[J]. 中国全科医学, 2021, 24(26): 3310-3315.
[27] 方振. 术前骨骼肌状态对胃癌术后并发症的影响[D]: [硕士学位论文]. 济南: 山东大学, 2020.
[28] 黄子菁, 王颖, 朱丽, 等. 胃肠道恶性肿瘤患者肌少症状况及影响因素分析[J]. 护理学杂志, 2023, 38(5): 50-53.
[29] 何咏竞, 尉浩斌, 刘伟巍, 等. 胃癌患者肌肉减少症危险因素分析[J]. 肿瘤代谢与营养电子杂志, 2023, 10(1): 95-100.
[30] 曹琬琪, 刘亚岚, 郭旦, 等. 非小细胞肺癌合并肌肉减少症的危险因素分析及预测模型建立[J]. 医学信息, 2022, 35(24): 63-68.
[31] 张玲玲, 郑峥, 何丽, 等. 恶性肿瘤住院患者肌肉减少症的调查及影响因素分析[J]. 肿瘤代谢与营养电子杂志, 2022, 9(5): 645-651.
[32] 林建宇. 肌肉减少症对胃癌患者术前营养状态及术后并发症的影响[D]: [硕士学位论文]. 大连: 大连医科大学, 2020.
[33] 孙文博. 肿瘤患者肌肉减少症的发生情况及相关影响因素的分析[D]: [硕士学位论文]. 长春: 吉林大学, 2018.
[34] Davis, M.P. and Panikkar, R. (2019) Sarcopenia Associated with Chemotherapy and Targeted Agents for Cancer Therapy. Annals of Palliative Medicine, 8, 86-101. [Google Scholar] [CrossRef] [PubMed]
[35] Op den Kamp, C.M., Langen, R.C., Minnaard, R., Kelders, M.C., Snepvangers, F.J., Hesselink, M.K., et al. (2012) Pre-cachexia in Patients with Stages I-III Non-Small Cell Lung Cancer: Systemic Inflammation and Functional Impairment without Activation of Skeletal Muscle Ubiquitin Proteasome System. Lung Cancer, 76, 112-117. [Google Scholar] [CrossRef] [PubMed]
[36] Masi, T. and Patel, B.M. (2021) Altered Glucose Metabolism and Insulin Resistance in Cancer-Induced Cachexia: A Sweet Poison. Pharmacological Reports, 73, 17-30. [Google Scholar] [CrossRef] [PubMed]
[37] 杨明, 游利. 肌少症发病机制[J]. 中华骨质疏松和骨矿盐疾病杂志, 2018, 11(4): 408-414.
[38] Carrara, G., Pecorelli, N., De Cobelli, F., Cristel, G., Damascelli, A., Beretta, L., et al. (2017) Preoperative Sarcopenia Determinants in Pancreatic Cancer Patients. Clinical Nutrition, 36, 1649-1653. [Google Scholar] [CrossRef] [PubMed]
[39] Mazzuca, F., Roberto, M., Arrivi, G., Sarfati, E., Schipilliti, F.M., Crimini, E., et al. (2019) Clinical Impact of Highly Purified, Whey Proteins in Patients Affected with Colorectal Cancer Undergoing Chemotherapy: Preliminary Results of a Placebo-Controlled Study. Integrative Cancer Therapies, 18, 1-11.
[40] Schernhammer, E.S., Holly, J.M., Pollak, M.N. and Hankinson, S.E. (2005) Circulating Levels of Insulin-Like Growth Factors, Their Binding Proteins, and Breast Cancer Risk. Cancer Epidemiology, Biomarkers & Prevention, 14, 699-704. [Google Scholar] [CrossRef] [PubMed]
[41] Williams, G.R., Dunne, R.F., Giri, S., Shachar, S.S. and Caan, B.J. (2021) Sarcopenia in the Older Adult with Cancer. Journal of Clinical Oncology, 39, 2068-2078. [Google Scholar] [CrossRef] [PubMed]
[42] Armstrong, V.S., Fitzgerald, L.W. and Bathe, O.F. (2020) Cancer-Associated Muscle Wasting—Candidate Mechanisms and Molecular Pathways. International Journal of Molecular Sciences, 21, Article 9268. [Google Scholar] [CrossRef] [PubMed]
[43] Shinko, D., Diakos, C.I., Clarke, S.J. and Charles, K.A. (2017) Cancer‐Related Systemic Inflammation: The Challenges and Therapeutic Opportunities for Personalized Medicine. Clinical Pharmacology & Therapeutics, 102, 599-610. [Google Scholar] [CrossRef] [PubMed]
[44] 马迎光, 孟玮, 刘永烁. LMR对实体肿瘤预后评估作用的研究进展[J]. 医学综述, 2018, 24(3): 481-486.
[45] Cespedes Feliciano, E.M., Kroenke, C.H., Meyerhardt, J.A., Prado, C.M., Bradshaw, P.T., Kwan, M.L., et al. (2017) Association of Systemic Inflammation and Sarcopenia with Survival in Nonmetastatic Colorectal Cancer: Results from the C SCANS Study. JAMA Oncology, 3, e172319. [Google Scholar] [CrossRef] [PubMed]
[46] Hou, Y., Wang, C., Chao, Y., Chen, H., Wang, H., Tung, H., et al. (2018) Elevated Serum Interleukin-8 Level Correlates with Cancer-Related Cachexia and Sarcopenia: An Indicator for Pancreatic Cancer Outcomes. Journal of Clinical Medicine, 7, 502. [Google Scholar] [CrossRef] [PubMed]
[47] Choi, K., Jang, H.Y., Ahn, J.M., Hwang, S.H., Chung, J.W., Choi, Y.S., et al. (2020) The Association of the Serum Levels of Myostatin, Follistatin, and Interleukin-6 with Sarcopenia, and Their Impacts on Survival in Patients with Hepatocellular Carcinoma. Clinical and Molecular Hepatology, 26, 492-505. [Google Scholar] [CrossRef] [PubMed]