Predictive modeling for the germline pathogenic variant of the APC gene in patients with adenomatous polyposis: proposing a new APC score

期刊论文
发表日期：

2024年7月6日

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Misato Takao,
Tatsuro Yamaguchi,
Hidetaka Eguchi,
Okihide Suzuki,
Yoshiko Mori,
Noriyasu Chika,
Takeshi Yamada,
Yasushi Okazaki,
Naohiro Tomita,
Tadashi Nomizu,
Tomoyuki Momma,
Tetsuji Takayama,
Kohji Tanakaya,
Kiwamu Akagi,
Noriko Tanabe,
Hideyuki Ishida

摘要

Background

The precise diagnosis and medical management of patients with suspected familial adenomatous polyposis should be based on genetic testing, which may not always be available. Therefore, establishing a new model for predicting the likelihood of a germline pathogenic variant (GPV) of APC based on its clinical manifestations could prove to be useful in clinical practice.

Methods

The presence of GPVs of APC gene was investigated in 162 patients with adenomatous polyposis (≥ 10 polyps) using a multigene panel or single-gene testing. To generate a predictive model for GPV of the APC gene, a logistic regression analysis was performed using the clinicopathological variables available at the time of the diagnosis of adenomatous polyposis.

Results

Ninety (55.6%) patients had GPV of the APC gene. According to a multivariate logistic regression analysis, age < 40 years, polyps ≥ 100, fundic gland polyposis, and a family history of colorectal polyposis were found to be independent predictors of the GPV of APC and were used to establish a formula for predicting the GPV of APC using the four predictors. The prediction model had an area under the curve of 0.91 (0.86–0.96) according to a receiver operating characteristic analysis.

Conclusion

The model for predicting the GPV of APC will help patients with adenomatous polyposis and physicians make decisions about genetic testing.