Association of the tumor microenvironment collagen score and immunoscore with colon cancer lymph node metastasis.

IF 3.4 2区 医学 Q2 ONCOLOGY BMC Cancer Pub Date : 2025-03-19 DOI:10.1186/s12885-025-13842-5
Chenyan Long, Jiaxin Cheng, Mingyuan Feng, Botao Yan, Yiran Li, Wei Jiang, Dexin Chen, Jun Yan
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Abstract

Background: In clinical practice, lymph node status has an important impact on colon cancer (CC) management and treatment. The role of the tumor microenvironment collagen score and immunoscore in colon cancer lymph node metastasis remains unknown.

Methods: A total of 249 CC patients who underwent laparoscopic-assisted D3 lymphadenectomy from June 2016 to May 2019 were included. The patients' clinicopathological data were collected retrospectively. A total of 142 collagen features were extracted by multiphoton imaging and collagen quantification. A collagen score was constructed using a LASSO logistic regression model. Antibodies against CD3 and CD8 were used for immunostaining. The immunoscore was constructed based on the mean densities of CD3 + and CD8 + T cells both in the tumor center and invasion margin on imaging.

Results: The lymph node metastasis rate among colon cancer patients was 42.2% (105/249). The multivariate analysis indicated that lymphatic invasion (OR: 3.892, 95% CI: 1.784-8.491, p = 0.001), vascular invasion (OR, 3.234, 95% CI: 1.544-6.776); p = 0.002), mucus adenocarcinoma and signet-ring cell carcinoma (OR: 2.990, 95% CI: 1.413-6.328, p = 0.004), the collagen score (OR: 6.304, 95% CI: 2.145-18.527, p = 0.001) and the immunoscore [intermediate group (OR, 2.473; 95% CI, 1.192-5.130; p = 0.015); low group (OR, 5.877; 95% CI, 2.423-14.257; p < 0.01)] were independent risk factors for colon cancer lymph node metastasis. The newly developed model comprising these five independent predictors showed good discrimination with an AUROC of 0.809 (95% CI: 0.755-0.862). The new model performed significantly better than the traditional clinicopathological model [AUROC: 0.715 (95% CI: 0.649-0.780), p < 0.001].

Conclusions: The tumor microenvironment collagen score and immunoscore are associated with colon cancer lymph node metastasis.

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肿瘤微环境胶原蛋白评分和免疫评分与结肠癌淋巴结转移的关系。
背景:在临床实践中,淋巴结状态对结肠癌(CC)的管理和治疗有重要影响。肿瘤微环境胶原蛋白评分和免疫评分在结肠癌淋巴结转移中的作用尚不清楚。方法:共纳入2016年6月至2019年5月接受腹腔镜辅助D3淋巴结切除术的249例CC患者。回顾性收集患者的临床病理资料。通过多光子成像和胶原定量提取了142个胶原特征。采用LASSO logistic回归模型构建胶原蛋白评分。采用CD3和CD8抗体进行免疫染色。免疫评分是根据影像上肿瘤中心和侵袭边缘CD3 +和CD8 + T细胞的平均密度构建的。结果:结肠癌患者的淋巴结转移率为42.2%(105/249)。多因素分析显示淋巴浸润(OR: 3.892, 95% CI: 1.784-8.491, p = 0.001)、血管浸润(OR: 3.234, 95% CI: 1.544-6.776);p = 0.002),粘液腺癌和印环细胞癌(OR: 2.990, 95% CI: 1.413-6.328, p = 0.004),胶原评分(OR: 6.304, 95% CI: 2.145-18.527, p = 0.001)和免疫评分[中间组](OR, 2.473;95% ci, 1.192-5.130;p = 0.015);低组(OR, 5.877;95% ci, 2.423-14.257;结论:肿瘤微环境胶原蛋白评分和免疫评分与结肠癌淋巴结转移有关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BMC Cancer
BMC Cancer 医学-肿瘤学
CiteScore
6.00
自引率
2.60%
发文量
1204
审稿时长
6.8 months
期刊介绍: BMC Cancer is an open access, peer-reviewed journal that considers articles on all aspects of cancer research, including the pathophysiology, prevention, diagnosis and treatment of cancers. The journal welcomes submissions concerning molecular and cellular biology, genetics, epidemiology, and clinical trials.
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