Purpose Loss-of-function mutations in the adenomatous polyposis coli (APC) gene are common in metastatic colorectal cancer (mCRC). However, the characteristic of APC specific mutations in mCRC is poorly understood. Here, we explored the clinical and molecular characteristics of N-terminal and C-terminal side APC mutations in Chinese patients with mCRC.
Materials and Methods Hybrid capture-based next-generation sequencing was performed on tumor tissues from 275 mCRC pati-ents to detect mutations in 639 tumor-associated genes. The prognostic value and gene-pathway difference between APC specific mutations in mCRC patients were analyzed.
Results APC mutations were highly clustered, accounting for 73% of all mCRC patients, and most of them were truncating mutations. The tumor mutation burden of the N-terminal side APC mutations group (n=76) was significantly lower than that of the C-terminal side group (n=123) (p < 0.001), further confirmed by the public database. Survival analysis showed that mCRC patients with N-terminus side APC mutations had longer overall survival than C-terminus side. Tumor gene pathway analysis showed that gene mutations in the RTK/RAS, Wnt and transforming growth factor β signaling pathways of the C-terminal group were significantly higher than those of the N-terminal group (p < 0.05). Additionally, KRAS, AMER1, TGFBR2, and ARID1A driver mutations were more common in patients with C-terminal side APC mutations.
Conclusion APC specific mutations have potential function as mCRC prognostic biomarkers. There are obvious differences in the gene mutation patterns between the C-terminus and N-terminus APC mutations group, which may have certain guiding significance for the subsequent precise treatment of mCRC.
Citations
Citations to this article as recorded by
In Silico Validation of OncoOrigin: An Integrative AI Tool for Primary Cancer Site Prediction with Graphical User Interface to Facilitate Clinical Application Petar Brlek, Luka Bulić, Nidhi Shah, Parth Shah, Dragan Primorac International Journal of Molecular Sciences.2025; 26(6): 2568. CrossRef
Wnt signaling in cancer: from biomarkers to targeted therapies and clinical translation Muhammad Tufail, Can-Hua Jiang, Ning Li Molecular Cancer.2025;[Epub] CrossRef
Advances in Precision Medicine Approaches for Colorectal Cancer: From Molecular Profiling to Targeted Therapies Neelakanta Sarvashiva Kiran, Chandrashekar Yashaswini, Rahul Maheshwari, Sankha Bhattacharya, Bhupendra G. Prajapati ACS Pharmacology & Translational Science.2024; 7(4): 967. CrossRef
Clinical implications of PD-L1 expression and pathway-related molecular subtypes in advanced Asian colorectal cancer patients Qingqing Qiu American Journal of Cancer Research.2024; 14(2): 796. CrossRef
Mechanism of APC truncation involved in colorectal cancer tumorigenesis (Review) Tuya Wang, Jing Fu, Ye Huang, Chun Fu Oncology Letters.2024;[Epub] CrossRef
Purpose
Central lymph node metastasis (CNM) are highly prevalent but hard to detect preoperatively in papillary thyroid carcinoma (PTC) patients, while the significance of prophylactic compartment central lymph node dissection (CLND) remains controversial as a treatment option. We aim to establish a nomogram assessing risks of CNM in PTC patients, and explore whether prophylactic CLND should be recommended.
Materials and Methods
One thousand four hundred thirty-eight patients from two clinical centers that underwent thyroidectomy with CLND for PTC within the period 2016–2019 were retrospectively analyzed. Univariate and multivariate analysis were performed to examine risk factors associated with CNM. A nomogram for predicting CNM was established, thereafter internally and externally validated.
Results
Seven variables were found to be significantly associated with CNM and were used to construct the model. These were as follows: thyroid capsular invasion, multifocality, creatinine > 70 μmol/L, age < 40, tumor size > 1 cm, body mass index < 22, and carcinoembryonic antigen > 1 ng/mL. The nomogram had good discrimination with a concordance index of 0.854 (95% confidence interval [CI], 0.843 to 0.867), supported by an external validation point estimate of 0.825 (95% CI, 0.793 to 0.857). A decision curve analysis was made to evaluate nomogram and ultrasonography for predicting CNM.
Conclusion
A validated nomogram utilizing readily available preoperative variables was developed to predict the probability of central lymph node metastases in patients presenting with PTC. This nomogram may help surgeons make appropriate surgical decisions in the management of PTC, especially in terms of whether prophylactic CLND is warranted.
Citations
Citations to this article as recorded by
Risk nomogram for papillary thyroid microcarcinoma with central lymph node metastasis and postoperative thyroid function follow-up Yuting Huang, Pengwei Lou, Hui Li, Yinhui Li, Li Ma, Kai Wang Frontiers in Endocrinology.2024;[Epub] CrossRef
Ultrasonic Feature Prediction of Large-Number Central Lymph Node Metastasis in Clinically Node-Negative Solitary Papillary Thyroid Carcinoma Weihan Xiao, Xiaomin Hu, Chaoxue Zhang, Xiachuan Qin Endocrine Research.2023; 48(4): 112. CrossRef
Nomogram for predicting central lymph node metastasis in T1-T2 papillary thyroid cancer with no lateral lymph node metastasis Yubo Sun, Wei Sun, Jingzhe Xiang, Hao Zhang Frontiers in Endocrinology.2023;[Epub] CrossRef
An integrated nomogram combining deep learning, clinical characteristics and ultrasound features for predicting central lymph node metastasis in papillary thyroid cancer: A multicenter study Luchen Chang, Yanqiu Zhang, Jialin Zhu, Linfei Hu, Xiaoqing Wang, Haozhi Zhang, Qing Gu, Xiaoyu Chen, Sheng Zhang, Ming Gao, Xi Wei Frontiers in Endocrinology.2023;[Epub] CrossRef
Central and lateral neck involvement in papillary thyroid carcinoma patients with or without thyroid capsular invasion: A multi-center analysis Zheyu Yang, Yu Heng, Jian Zhou, Lei Tao, Wei Cai Frontiers in Endocrinology.2023;[Epub] CrossRef
Development and validation of nomograms for predicting the risk of central lymph node metastasis of solitary papillary thyroid carcinoma of the isthmus Yonghao Li, Xuefei Gao, Tiantian Guo, Jing Liu Journal of Cancer Research and Clinical Oncology.2023; 149(16): 14853. CrossRef
Development and validation of an individualized nomogram for predicting the high-volume (> 5) central lymph node metastasis in papillary thyroid microcarcinoma X. Wei, Y. Min, Y. Feng, D. He, X. Zeng, Y. Huang, S. Fan, H. Chen, J. Chen, K. Xiang, H. Luo, G. Yin, D. Hu Journal of Endocrinological Investigation.2022; 45(3): 507. CrossRef
Preoperative Prediction of Central Cervical Lymph Node Metastasis in Fine-Needle Aspiration Reporting Suspicious Papillary Thyroid Cancer or Papillary Thyroid Cancer Without Lateral Neck Metastasis Kai Zhang, Lang Qian, Jieying Chen, Qian Zhu, Cai Chang Frontiers in Oncology.2022;[Epub] CrossRef
Relationship between subgroups of central and lateral lymph node metastasis in clinically node-negative papillary thyroid carcinoma Jing Zhou, Da-Xue Li, Han Gao, Xin-Liang Su World Journal of Clinical Cases.2022; 10(12): 3709. CrossRef
Hashimoto’s Thyroiditis Is Associated With Central Lymph Node Metastasis in Classical Papillary Thyroid Cancer: Analysis from a High-Volume Single-Center Experience Bin Zeng, Yu Min, Yang Feng, Ke Xiang, Hang Chen, Zijing Lin Frontiers in Endocrinology.2022;[Epub] CrossRef
Nomogram model based on preoperative serum thyroglobulin and clinical characteristics of papillary thyroid carcinoma to predict cervical lymph node metastasis Qungang Chang, Jieming Zhang, Yaqian Wang, Hongqiang Li, Xin Du, Daohong Zuo, Detao Yin Frontiers in Endocrinology.2022;[Epub] CrossRef
Ultrasound-based radiomics nomogram combined with clinical features for the prediction of central lymph node metastasis in papillary thyroid carcinoma patients with Hashimoto’s thyroiditis Peile Jin, Jifan Chen, Yiping Dong, Chengyue Zhang, Yajun Chen, Cong Zhang, Fuqiang Qiu, Chao Zhang, Pintong Huang Frontiers in Endocrinology.2022;[Epub] CrossRef
Lateral Involvement in Different Sized Papillary Thyroid Carcinomas Patients with Central Lymph Node Metastasis: A Multi-Center Analysis Yu Heng, Zheyu Yang, Pengyu Cao, Xi Cheng, Lei Tao Journal of Clinical Medicine.2022; 11(17): 4975. CrossRef
Risk factors and prediction models of lymph node metastasis in papillary thyroid carcinoma based on clinical and imaging characteristics Yanyuan Deng, Jie Zhang, Jiao Wang, Jinying Wang, Junping Zhang, Lulu Guan, Shasha He, Xiudan Han, Wei Cai, Jixiong Xu Postgraduate Medicine.2022;[Epub] CrossRef
A prognostic nomogram for papillary thyroid cancer lymph node metastasis based on immune score Yihua Lu, Kai Qian, Mengjia Fei, Kai Guo, Yuan Shi, Zhuoying Wang Frontiers in Endocrinology.2022;[Epub] CrossRef
Risk factors for central and lateral lymph node metastasis in papillary thyroid carcinoma Ji Hyun Ahn, Hee Kyung Chang Kosin Medical Journal.2022; 37(4): 311. CrossRef
Construction and validation of a nomogram for predicting cervical lymph node metastasis in classic papillary thyroid carcinoma Y. Feng, Y. Min, H. Chen, K. Xiang, X. Wang, G. Yin Journal of Endocrinological Investigation.2021; 44(10): 2203. CrossRef
Application of Machine Learning Algorithms to Predict Central Lymph Node Metastasis in T1-T2, Non-invasive, and Clinically Node Negative Papillary Thyroid Carcinoma Jiang Zhu, Jinxin Zheng, Longfei Li, Rui Huang, Haoyu Ren, Denghui Wang, Zhijun Dai, Xinliang Su Frontiers in Medicine.2021;[Epub] CrossRef
Preoperative Predictors of Lymph Node Metastasis in Colon Cancer Yansong Xu, Yi Chen, Chenyan Long, Huage Zhong, Fangfang Liang, Ling-xu Huang, Chuanyi Wei, Shaolong Lu, Weizhong Tang Frontiers in Oncology.2021;[Epub] CrossRef
Preoperatively Predicting the Central Lymph Node Metastasis for Papillary Thyroid Cancer Patients With Hashimoto’s Thyroiditis Yu Min, Yizhou Huang, Minjie Wei, Xiaoyuan Wei, Hang Chen, Xing Wang, Jialin Chen, Ke Xiang, Yang Feng, Guobing Yin Frontiers in Endocrinology.2021;[Epub] CrossRef
Reevaluation of Criteria and Establishment of Models for Total Thyroidectomy in Differentiated Thyroid Cancer Zhenghao Wu, Yunxiao Xiao, Jie Ming, Yiquan Xiong, Shuntao Wang, Shengnan Ruan, Tao Huang Frontiers in Oncology.2021;[Epub] CrossRef
Influencing Factors and Cumulative Risk Analysis of Cervical Lymph Node Metastasis of Papillary Thyroid Microcarcinoma Yirong Yin, Xiang Xu, Liyan Shen, Wenjuan Zhao, Hongcui Diao, Chengqian Li Frontiers in Oncology.2021;[Epub] CrossRef
A Specific Predicting Model for Screening Skip Metastasis From Patients With Negative Central Lymph Nodes Metastasis in Papillary Thyroid Cancer Zheyu Yang, Yu Heng, Qiwu Zhao, Zichao Cao, Lei Tao, Weihua Qiu, Wei Cai Frontiers in Endocrinology.2021;[Epub] CrossRef
Computed Tomography-Based Radiomics Model to Predict Central Cervical Lymph Node Metastases in Papillary Thyroid Carcinoma: A Multicenter Study Jingjing Li, Xinxin Wu, Ning Mao, Guibin Zheng, Haicheng Zhang, Yakui Mou, Chuanliang Jia, Jia Mi, Xicheng Song Frontiers in Endocrinology.2021;[Epub] CrossRef
Nomogram Including Elastography for Prediction of Contralateral Central Lymph Node Metastasis in Solitary Papillary Thyroid Carcinoma Preoperatively
Ning Li, Ju-hua He, Chao Song, Li-chun Yang, Hong-jiang Zhang, Zhi-hai Li Cancer Management and Research.2020; Volume 12: 10789. CrossRef