Characterization of the T-cell receptor repertoire associated with lymph node metastasis in colorectal cancer

被引:2
作者
Zhen, Ya'nan [1 ]
Wang, Hong [1 ]
Jiang, Runze [2 ]
Wang, Fang [3 ,4 ]
Chen, Cunbao [3 ,4 ]
Xu, Zhongfa [2 ,3 ,4 ]
Xiao, Ruixue [5 ]
机构
[1] Shandong Univ, Shandong Prov Hosp 3, Dept Gastrointestinal Surg, Jinan, Shandong, Peoples R China
[2] Shandong First Med Univ, Jinan, Shandong, Peoples R China
[3] Shandong First Med Univ, Dept Gastrointestinal Surg, Affiliated Hosp 3, Jinan, Shandong, Peoples R China
[4] Shandong First Med Univ, Gastroenterol Res Inst & Clin Ctr, Jinan, Shandong, Peoples R China
[5] Shandong Univ, Shandong Prov Hosp 3, Dept Pathol, Jinan, Shandong, Peoples R China
关键词
colorectal cancer; lymph node metastasis; T-cell receptor repertoire; TCR sequencing; biomarkers; IMMUNOLOGY;
D O I
10.3389/fonc.2024.1354533
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose Colorectal cancer (CRC) is a leading cause of cancer-related mortality worldwide, with lymph node (LN) metastasis playing a pivotal role in disease progression. This study aimed to explore the T-cell receptor (TCR) repertoire among CRC patients, distinguishing those with LN metastasis from those without, in order to uncover potential biomarkers for predicting metastasis.Methods We analyzed the TCR repertoire in CRC patients with and without LN metastasis. A classification model utilizing random forest analysis was developed to assess the predictive potential of the TCR repertoire.Results The findings demonstrated a significant increase in the number of V-J combinations and immune CDR3 sequences in patients with LN metastasis compared to the control group. The classification model achieved high accuracy in differentiating patients with LN metastasis, with AUC values ranging from 0.514 to 0.794. Specific V-J combinations and CDR3 sequences were identified as significant predictors of the model's predictive accuracy.Conclusion These results suggest that the TCR repertoire is altered in CRC patients exhibiting LN metastasis, potentially influencing disease progression. This study highlights the importance of TCR repertoire analysis as a non-invasive biomarker for predicting LN metastasis in CRC patients.
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页数:10
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