Cargando…

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

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 C...

Descripción completa

Detalles Bibliográficos
Autores principales: Yang, Mengyuan, Li, Dan, Jiang, Wu, Zhu, Lizhen, Ju, Haixing, Sun, Yan, Shan, Yuqiang, Yang, Chunkang, Dong, Jian, Wang, Lin, Wu, Baoping, Qiu, Meng, Yin, Xianli, Wang, Xicheng, Xiong, Bin, Yan, Wei, Liu, Tao, Liu, Chenglin, Mao, Xinru, Ding, Kefeng, Zhang, Suzhan, Zheng, Shu, Xu, Dong, Ding, Peirong, Yuan, Ying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8207298/
https://www.ncbi.nlm.nih.gov/pubmed/34178123
http://dx.doi.org/10.1177/17588359211023290
_version_ 1783708747374264320
author Yang, Mengyuan
Li, Dan
Jiang, Wu
Zhu, Lizhen
Ju, Haixing
Sun, Yan
Shan, Yuqiang
Yang, Chunkang
Dong, Jian
Wang, Lin
Wu, Baoping
Qiu, Meng
Yin, Xianli
Wang, Xicheng
Xiong, Bin
Yan, Wei
Liu, Tao
Liu, Chenglin
Mao, Xinru
Ding, Kefeng
Zhang, Suzhan
Zheng, Shu
Xu, Dong
Ding, Peirong
Yuan, Ying
author_facet Yang, Mengyuan
Li, Dan
Jiang, Wu
Zhu, Lizhen
Ju, Haixing
Sun, Yan
Shan, Yuqiang
Yang, Chunkang
Dong, Jian
Wang, Lin
Wu, Baoping
Qiu, Meng
Yin, Xianli
Wang, Xicheng
Xiong, Bin
Yan, Wei
Liu, Tao
Liu, Chenglin
Mao, Xinru
Ding, Kefeng
Zhang, Suzhan
Zheng, Shu
Xu, Dong
Ding, Peirong
Yuan, Ying
author_sort Yang, Mengyuan
collection PubMed
description 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.
format Online
Article
Text
id pubmed-8207298
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher SAGE Publications
record_format MEDLINE/PubMed
spelling pubmed-82072982021-06-25 Development and external validation of a novel nomogram for screening Chinese Lynch syndrome: based on a multicenter, population study Yang, Mengyuan Li, Dan Jiang, Wu Zhu, Lizhen Ju, Haixing Sun, Yan Shan, Yuqiang Yang, Chunkang Dong, Jian Wang, Lin Wu, Baoping Qiu, Meng Yin, Xianli Wang, Xicheng Xiong, Bin Yan, Wei Liu, Tao Liu, Chenglin Mao, Xinru Ding, Kefeng Zhang, Suzhan Zheng, Shu Xu, Dong Ding, Peirong Yuan, Ying Ther Adv Med Oncol Original Research 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. SAGE Publications 2021-06-14 /pmc/articles/PMC8207298/ /pubmed/34178123 http://dx.doi.org/10.1177/17588359211023290 Text en © The Author(s), 2021 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research
Yang, Mengyuan
Li, Dan
Jiang, Wu
Zhu, Lizhen
Ju, Haixing
Sun, Yan
Shan, Yuqiang
Yang, Chunkang
Dong, Jian
Wang, Lin
Wu, Baoping
Qiu, Meng
Yin, Xianli
Wang, Xicheng
Xiong, Bin
Yan, Wei
Liu, Tao
Liu, Chenglin
Mao, Xinru
Ding, Kefeng
Zhang, Suzhan
Zheng, Shu
Xu, Dong
Ding, Peirong
Yuan, Ying
Development and external validation of a novel nomogram for screening Chinese Lynch syndrome: based on a multicenter, population study
title Development and external validation of a novel nomogram for screening Chinese Lynch syndrome: based on a multicenter, population study
title_full Development and external validation of a novel nomogram for screening Chinese Lynch syndrome: based on a multicenter, population study
title_fullStr Development and external validation of a novel nomogram for screening Chinese Lynch syndrome: based on a multicenter, population study
title_full_unstemmed Development and external validation of a novel nomogram for screening Chinese Lynch syndrome: based on a multicenter, population study
title_short Development and external validation of a novel nomogram for screening Chinese Lynch syndrome: based on a multicenter, population study
title_sort development and external validation of a novel nomogram for screening chinese lynch syndrome: based on a multicenter, population study
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8207298/
https://www.ncbi.nlm.nih.gov/pubmed/34178123
http://dx.doi.org/10.1177/17588359211023290
work_keys_str_mv AT yangmengyuan developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT lidan developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT jiangwu developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT zhulizhen developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT juhaixing developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT sunyan developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT shanyuqiang developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT yangchunkang developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT dongjian developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT wanglin developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT wubaoping developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT qiumeng developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT yinxianli developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT wangxicheng developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT xiongbin developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT yanwei developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT liutao developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT liuchenglin developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT maoxinru developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT dingkefeng developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT zhangsuzhan developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT zhengshu developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT xudong developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT dingpeirong developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy
AT yuanying developmentandexternalvalidationofanovelnomogramforscreeningchineselynchsyndromebasedonamulticenterpopulationstudy