Back to Search Start Over

Development and external validation of a novel nomogram for screening Chinese Lynch syndrome: based on a multicenter, population study

Authors :
Mengyuan Yang
Dan Li
Wu Jiang
Lizhen Zhu
Haixing Ju
Yan Sun
Yuqiang Shan
Chunkang Yang
Jian Dong
Lin Wang
Baoping Wu
Meng Qiu
Xianli Yin
Xicheng Wang
Bin Xiong
Wei Yan
Tao Liu
Chenglin Liu
Xinru Mao
Kefeng Ding
Suzhan Zhang
Shu Zheng
Dong Xu
Peirong Ding
Ying Yuan
Source :
Therapeutic Advances in Medical Oncology, Vol 13 (2021)
Publication Year :
2021
Publisher :
SAGE Publishing, 2021.

Abstract

Background: This multicenter study aimed to reveal the genetic spectrum of colorectal cancer (CRC) with deficient mismatch repair (dMMR) and build a screening model for Lynch syndrome (LS). Methods: Through the immunohistochemical (IHC) screening of mismatch repair protein results in postoperative CRC patients, 311 dMMR cases, whose germline and somatic variants were detected using the ColonCore panel, were collected. Univariate and multivariate logistic regression analysis was performed on the clinical characteristics of these dMMR individuals, and a clinical nomogram, incorporating statistically significant factors identified using multivariate logistic regression analysis, was constructed to predict the probability of LS. The model was validated externally by an independent cohort. Results: In total, 311 CRC patients with IHC dMMR included 95 identified MMR germline variant (LS) cases and 216 cases without pathogenic or likely pathogenic variants in MMR genes (non-Lynch-associated dMMR). Of the 95 individuals, approximately 51.6%, 28.4%, 14.7%, and 5.3% cases carried germline MLH1 , MSH2 , MSH6 , and PMS2 pathogenic or likely pathogenic variants, respectively. A novel nomogram was then built to predict the probability of LS for CRC patients with dMMR intuitively. The receiver operating characteristic (ROC) curve informed that this nomogram-based screening model could identify LS with a higher specificity and sensitivity with an area under curve (AUC) of 0.87 than current screening criteria based on family history. In the external validation cohort, the AUC of the ROC curve reached 0.804, inferring the screening model’s universal applicability. We recommend that dMMR-CRC patients with a probability of LS greater than 0.435 should receive a further germline sequencing. Conclusion: This novel screening model based on the clinical characteristic differences between LS and non-Lynch-associated dMMR may assist clinicians to preliminarily screen LS and refer susceptible patients to experienced specialists.

Details

Language :
English
ISSN :
17588359
Volume :
13
Database :
Directory of Open Access Journals
Journal :
Therapeutic Advances in Medical Oncology
Publication Type :
Academic Journal
Accession number :
edsdoj.704db998149b44f2997e9b4dcbe021e1
Document Type :
article
Full Text :
https://doi.org/10.1177/17588359211023290