术前癌胚抗原联合单核细胞/淋巴细胞比值、 乳酸脱氢酶/白蛋白比值在结直肠癌手术 患者远期生存预后中的价值
The Value of Preoperative Carcinoembryonic Antigen Combined with Monocyte-to-Lymphocyte Ratio and Lactate Dehydrogenase-to-Albumin Ratio in Long-Term Survival Prognosis of Colorectal Cancer Surgical Patients
摘要: 目的:探讨术前血清癌胚抗原(CEA)联合单核细胞/淋巴细胞比值(MLR)、乳酸脱氢酶/白蛋白比值(LAR)对可切除结直肠癌(CRC)患者预后的预测价值。方法:回顾性分析2019年1月至2020年3月于重庆医科大学附属第一医院接受根治性手术的216例CRC患者资料。通过ROC曲线确定CEA、MLR、LAR的最佳截断值。根据截断值分组后,采用Kaplan-Meier法、Log-rank检验比较5年总生存期(OS),通过单因素与多因素Cox比例风险回归模型分析独立预后因素,并构建CEA-MLR-LAR联合评分系统(0~3分),评估其对OS的预测效能。结果:在单因素分析中发现年龄、高血压、CA199、TNM分期、淋巴结转移情况、CEA、MLR、LAR与OS显著相关(P < 0.05);在多因素分析中发现CEA (HR = 1.014, P = 0.001)、MLR (HR = 5.919, P = 0.024)、LAR (HR = 1.040, P = 0.013)及TNM分期(HR = 4.629, P < 0.001)为独立预后因素;CEA、MLR、LAR的最佳截断值分别为4.06 ng/mL、0.30、4.47。生存分析显示高CEA (≥4.06 ng/mL)、高LAR (≥4.47)、高MLR (≥0.30)组OS显著较差(P < 0.001);CEA-LAR-MLR联合指标评分高组(2~3分)相较于低分组(0~1分)死亡风险显著增加(P < 0.001),联合指标预测5年死亡风险AUC值为0.790 (95% CI: 0.714~0.866),优于任一单独指标(CEA: 0.695, MLR: 0.682, LAR: 0.672)。结论:术前CEA、MLR、LAR是CRC患者术后5年OS的独立预测因子,三者联合可显著提升预后预测效能,为个体化治疗决策提供依据。
Abstract: Objective: To explore the predictive value of preoperative serum carcinoembryonic antigen (CEA) in conjunction with the monocyte-to-lymphocyte ratio (MLR) and the lactate dehydrogenase-to-albumin ratio (LAR) for assessing the prognosis of patients with resectable colorectal cancer (CRC). Methods: A retrospective analysis was conducted on the data of 216 CRC patients who underwent radical surgery at The First Affiliated Hospital of Chongqing Medical University from January 2019 to March 2020. The optimal cutoff values for CEA, MLR, and LAR were determined through ROC curve analysis. After grouping based on the cutoff value, the Kaplan-Meier method and the Log-rank test were utilized to compare the 5-year overall survival (OS) rates. Univariate and multivariate Cox proportional hazards regression models were employed to analyze independent prognostic factors. A combined scoring system, CEA-MLR-LAR, was constructed, with a scoring range of 0 to 3 points, to evaluate its predictive efficacy for OS. Results: In the univariate analysis, age, hypertension, CA199 levels, TNM stage, lymph node metastasis, CEA levels, MLR, and LAR were significantly associated with OS (P < 0.05). In the multivariate analysis, CEA (HR = 1.014, P = 0.001), MLR (HR = 5.919, P = 0.024), LAR (HR = 1.040, P = 0.013), and TNM stage (HR = 4.629, P < 0.001) were identified as independent prognostic factors. The optimal cutoff values for CEA, MLR, and LAR were determined to be 4.06 ng/mL, 0.30, and 4.47, respectively. Survival analysis indicated that groups with high CEA (≥4.06 ng/mL), high LAR (≥4.47), and high MLR (≥0.30) exhibited significantly worse OS (P < 0.001). Furthermore, the high CEA-LAR-MLR combined index score group (2~3 points) demonstrated a significantly increased risk of death compared to the low score group (0~1 points) (P < 0.001). The combined index effectively predicted the 5-year risk of death, yielding an AUC value of 0.790 (95% CI: 0.714~0.866), surpassing the predictive capabilities of any single index (CEA: 0.695, MLR: 0.682, LAR: 0.672). Conclusions: Preoperative CEA, MLR, and LAR are independent predictors of 5-year OS in CRC patients. Their combined use significantly enhances the predictive efficacy for prognosis, thereby providing a foundation for individualized treatment decisions.
文章引用:陈安康, 贾后军. 术前癌胚抗原联合单核细胞/淋巴细胞比值、 乳酸脱氢酶/白蛋白比值在结直肠癌手术 患者远期生存预后中的价值[J]. 临床医学进展, 2026, 16(4): 2369-2380. https://doi.org/10.12677/acm.2026.1641486

参考文献

[1] Bray, F., Laversanne, M., Sung, H., Ferlay, J., Siegel, R.L., Soerjomataram, I., et al. (2024) Global Cancer Statistics 2022: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA: A Cancer Journal for Clinicians, 74, 229-263. [Google Scholar] [CrossRef] [PubMed]
[2] Morgan, E., Arnold, M., Gini, A., Lorenzoni, V., Cabasag, C.J., Laversanne, M., et al. (2023) Global Burden of Colorectal Cancer in 2020 and 2040: Incidence and Mortality Estimates from GLOBOCAN. Gut, 72, 338-344. [Google Scholar] [CrossRef] [PubMed]
[3] Wang, R., Lian, J., Wang, X., Pang, X., Xu, B., Tang, S., et al. (2023) Survival Rate of Colorectal Cancer in China: A Systematic Review and Meta-Analysis. Frontiers in Oncology, 13, Article ID: 1033154. [Google Scholar] [CrossRef] [PubMed]
[4] Chen, K., Collins, G., Wang, H. and Toh, J.W.T. (2021) Pathological Features and Prognostication in Colorectal Cancer. Current Oncology, 28, 5356-5383. [Google Scholar] [CrossRef] [PubMed]
[5] Feng, J., Wang, L., Yang, X. and Jiang, Y. (2019) prognostic Value of Lactate Dehydrogenase to Albumin Ratio (LAR) in Patients with Resectable Esophageal Squamous Cell Carcinoma. Cancer Management and Research, 11, 7243-7251. [Google Scholar] [CrossRef] [PubMed]
[6] Wu, J., Wu, A., Wang, S., Zeng, C., Wang, R., Zhou, J., et al. (2023) The Value of Lactate Dehydrogenase to Albumin Ratio and Immune Inflammation Biomarkers in Colorectal Cancer. Frontiers in Surgery, 10, Article ID: 1118403. [Google Scholar] [CrossRef] [PubMed]
[7] McCleland, M.L., Adler, A.S., Deming, L., Cosino, E., Lee, L., Blackwood, E.M., et al. (2013) Lactate Dehydrogenase B Is Required for the Growth of Kras-Dependent Lung Adenocarcinomas. Clinical Cancer Research, 19, 773-784. [Google Scholar] [CrossRef] [PubMed]
[8] Xu, D. (2024) Clinical Significance of Preoperative Albumin and Alkaline Phosphatase in Colorectal Cancer: A Systematic Review and Meta-Analysis. American Journal of Translational Research, 16, 3449-3461. [Google Scholar] [CrossRef] [PubMed]
[9] Aday, U., Böyük, A. and Akkoç, H. (2020) The Prognostic Significance of Serum Lactate Dehydrogenase-to-Albumin Ratio in Colorectal Cancer. Annals of Surgical Treatment and Research, 99, Article 161. [Google Scholar] [CrossRef] [PubMed]
[10] Lam, K.C., Araya, R.E., Huang, A., Chen, Q., Di Modica, M., Rodrigues, R.R., et al. (2021) Microbiota Triggers Sting-Type I IFN-Dependent Monocyte Reprogramming of the Tumor Microenvironment. Cell, 184, 5338-5356.e21. [Google Scholar] [CrossRef] [PubMed]
[11] Park, J., Hsueh, P., Li, Z. and Ho, P. (2023) Microenvironment-Driven Metabolic Adaptations Guiding CD8+ T Cell Anti-Tumor Immunity. Immunity, 56, 32-42. [Google Scholar] [CrossRef] [PubMed]
[12] Wu, Q., Hu, T., Zheng, E., Deng, X. and Wang, Z. (2017) Prognostic Role of the Lymphocyte-to-Monocyte Ratio in Colorectal Cancer. Medicine, 96, e7051. [Google Scholar] [CrossRef] [PubMed]
[13] Miyata, T., Hayama, T., Ozawa, T., Nozawa, K., Misawa, T. and Fukagawa, T. (2024) Predicting Prognosis in Colorectal Cancer Patients with Curative Resection Using Albumin, Lymphocyte Count and RAS Mutations. Scientific Reports, 14, Article No. 14428. [Google Scholar] [CrossRef] [PubMed]
[14] Son, W., Shin, S., Park, S.H., Lee, S.K., Park, E.J., Baik, S.H., et al. (2020) Clinical Impact of Combined Modified Glasgow Prognostic Score and C-Reactive Protein/Albumin Ratio in Patients with Colorectal Cancer. Diagnostics, 10, Article 859. [Google Scholar] [CrossRef] [PubMed]
[15] Chen, S., Zhang, J., Qian, C., Qi, X., Mao, Y. and Lu, T. (2023) Prognostic Value of Combined LMR and CEA Dynamic Monitoring in Postoperative Colorectal Cancer Patients. Journal of Inflammation Research, 16, 4229-4250. [Google Scholar] [CrossRef] [PubMed]
[16] Olingy, C.E., Dinh, H.Q. and Hedrick, C.C. (2019) Monocyte Heterogeneity and Functions in Cancer. Journal of Leukocyte Biology, 106, 309-322. [Google Scholar] [CrossRef] [PubMed]
[17] Seliger, B. and Massa, C. (2022) Modulation of Lymphocyte Functions in the Microenvironment by Tumor Oncogenic Pathways. Frontiers in Immunology, 13, Article ID: 883639. [Google Scholar] [CrossRef] [PubMed]
[18] Laumont, C.M. and Nelson, B.H. (2023) B Cells in the Tumor Microenvironment: Multi-Faceted Organizers, Regulators, and Effectors of Anti-Tumor Immunity. Cancer Cell, 41, 466-489. [Google Scholar] [CrossRef] [PubMed]
[19] Hirschhaeuser, F., Sattler, U.G.A. and Mueller-Klieser, W. (2011) Lactate: A Metabolic Key Player in Cancer. Cancer Research, 71, 6921-6925. [Google Scholar] [CrossRef] [PubMed]
[20] Zhu, J., Chen, S., Xu, Y., Gao, R., Cai, H., Zheng, Q., et al. (2025) ALB Inhibits Tumor Cell Proliferation and Invasion by Regulating Immune Microenvironment and Endoplasmic Reticulum Stress in Clear Cell Renal Cell Carcinoma. Biochimica et Biophysica Acta (BBA)-Molecular Basis of Disease, 1871, Article 167672. [Google Scholar] [CrossRef] [PubMed]
[21] Lakemeyer, L., Sander, S., Wittau, M., Henne-Bruns, D., Kornmann, M. and Lemke, J. (2021) Diagnostic and Prognostic Value of CEA and CA19-9 in Colorectal Cancer. Diseases, 9, 21. [Google Scholar] [CrossRef] [PubMed]
[22] Beauchemin, N. and Arabzadeh, A. (2013) Carcinoembryonic Antigen-Related Cell Adhesion Molecules (CEACAMs) in Cancer Progression and Metastasis. Cancer and Metastasis Reviews, 32, 643-671. [Google Scholar] [CrossRef] [PubMed]
[23] Li, M., Yang, Y., Xiong, L., Jiang, P., Wang, J. and Li, C. (2023) Metabolism, Metabolites, and Macrophages in Cancer. Journal of Hematology & Oncology, 16, Article No. 80. [Google Scholar] [CrossRef] [PubMed]
[24] Zeng, J., Chen, J., Zhang, L., Chen, L., Liang, W., You, Z., et al. (2024) Lactate Dehydrogenase‐to‐Albumin Ratio: A Superior Inflammatory Marker for Predicting Contrast‐Associated Acute Kidney Injury after Percutaneous Coronary Intervention. Clinical Cardiology, 47, e24219. [Google Scholar] [CrossRef] [PubMed]
[25] Ye, Q., Wang, Y., Wang, Z., Lu, M., Peng, H., Wang, X., et al. (2025) Robust Predictive Performance of MLPAS and CCMLP for Clinical Outcome and Risk Stratification in Patients with Colorectal Cancer. Journal of Inflammation Research, 18, 3889-3900. [Google Scholar] [CrossRef] [PubMed]
[26] Lu, Y., Ye, Q., Mei, O., Li, Y., Peng, Y., Ying, H., et al. (2025) Chronic Inflammation Index-Based Tumor Subsite Classification Correlated with Chemotherapy Benefit and Survival Outcomes in Stage II-III Colorectal Cancer. Journal of Inflammation Research, 18, 6767-6781. [Google Scholar] [CrossRef] [PubMed]
[27] Al-Masri, M., Safi, Y., Almasri, M., Kardan, R., Mustafa, D., Alayyan, O., et al. (2025) Prognostic Value of Dynamic Changes in Immune-Inflammatory and Tumor Biomarkers Following Chemoradiotherapy in Locally Advanced Rectal Cancer. Cancers, 17, Article 3383. [Google Scholar] [CrossRef
[28] Su, J., Yu, S., Xu, Y., Zhao, J., Hu, W. and Ni, X. (2025) Predictive Role of Systemic Immune-Inflammation Index in the Prognosis of Patients with Advanced Left-Sided Colorectal Cancer: A Retrospective Study. PeerJ, 13, e20095. [Google Scholar] [CrossRef