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Can mutation abundance assess the biological behavior of BRAFV600E-positive papillary thyroid carcinoma?

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机构: [1]Westlake Univ, Sch Med, Affiliated Hangzhou Peoples Hosp 1, Dept Surg Oncol, 261 Huansha Rd, Hangzhou 310006, Zhejiang, Peoples R China [2]Qingdao Univ, Affiliated Yantai Yuhuangding Hosp, Dept Thyroid Surg, 20 Yuhuangding East Rd, Yantai 264000, Shandong, Peoples R China [3]Capital Med Univ, Beijing Tongren Hosp, Dept Head & Neck Surg, Dongjiaomin Lane 1, Beijing 100101, Peoples R China [4]Zhejiang Chinese Med Univ, Hangzhou TCM Hosp, Dept Gen Surg, Hangzhou 310006, Zhejiang, Peoples R China [5]Westlake Univ, Affiliated Hangzhou Peoples Hosp 1, Ctr Translat Med, Sch Med, Hangzhou 310006, Zhejiang, Peoples R China [6]Zhejiang Chinese Med Univ, Hangzhou TCM Hosp, Dept Pathol, Hangzhou 310006, Zhejiang, Peoples R China [7]Nanjing Med Univ, Affiliated Hosp 1, Dept Breast Surg, Nanjing 211166, Jiangsu, Peoples R China [8]Westlake Univ, Affiliated Hangzhou Peoples Hosp 1, Sch Med, Dept Pathol, Hangzhou 310006, Zhejiang, Peoples R China [9]Zhejiang Univ, Affiliated Hangzhou Canc Hosp, Sch Med, Dept Pathol, Hangzhou 310006, Zhejiang, Peoples R China [10]Westlake Univ, Affiliated Hangzhou Peoples Hosp 1, Sch Med, Dept Ultrasonog, Hangzhou 310006, Zhejiang, Peoples R China [11]Zhejiang Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Hangzhou 310006, Zhejiang, Peoples R China [12]Zhejiang Chinese Med Univ, Sch Clin Med 4, Hangzhou 310006, Zhejiang, Peoples R China [13]Zhejiang Normal Univ, Coll Math Med, Jinhua 321004, Zhejiang, Peoples R China
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关键词: Thyroid cancer BRAF(V600E) mutation abundance Risk stratification Machine learning Clinical decision

摘要:
BackgroundBRAFV600E mutation is the most common genetic change in papillary thyroid carcinoma (PTC). Nevertheless, the association between BRAFV600E mutation status and abundance and the biological behavior of PTC is unclear. Thus, this study investigated whether BRAFV600E mutation status and abundance are related to PTC biological behavior and whether BRAFV600E mutation abundance can be used to further stratify risk.MethodsPostoperative formalin-fixed paraffin-embedded (FFPE) specimens from 528 PTC patients formed the retrospective cohort, and preoperative fine-needle aspiration (FNA) specimens from 167 PTC patients formed the prospective cohort. Furthermore, 74 FNA specimens were collected from two additional hospitals to form the external cohort. Droplet digital polymerase chain reaction (ddPCR) was used to detect BRAFV600E mutation status and abundance in the two types of specimens. The relationship between BRAFV600E mutation status and abundance and PTC biological behavior was analyzed in the cohorts. To predict BRAFV600E-positive PTC risk stratification, we constructed postoperative clinicopathological models (Model A, retrospective; Model B, prospective), a preoperative clinical model (Model C), and a fusion model combining BRAFV600E mutation abundance and preoperative clinical information (Model D). The area under the curve (AUC) values were used to assess the performance of these models.ResultsUnivariate and multivariate analysis of the retrospective, prospective and external cohorts indicated that BRAFV600E mutation abundance, not status, was significantly associated with PTC biological behavior. An increase in BRAFV600E mutation abundance was significantly associated with an increased risk of BRAFV600E-positive PTC. The AUCs of model A, model B, model C, and model D in the validation sets were 0.89 (95% CI, 0.83-0.94), 0.89 (95% CI, 0.83-0.99), 0.65 (95% CI, 0.48-0.82), and 0.86 (95% CI, 0.75-0.98), respectively. The AUCs of model B, model C, and model D in the external sets were 0.78(95% CI, 0.67-0.88), 0.61(95% CI, 0.48-0.75) and 0.82 (95% CI, 0.71-0.93), respectively. The AUC of model D was higher than that of model C in the external validation set by 21% (P = 0.02).ConclusionsBRAFV600E mutation abundance, not status, reflects PTC biological behavior. Integrating BRAFV600E mutation abundance and preoperative clinical information can be used to better preoperatively predict BRAFV600E-positive PTC risk and guide clinical decision making.Trial registrationChiCTR, ChiCTR2300071472. Registered 31 July 2016 - Retrospectively registered, https://www.chictr.org.cn/showproj.html?proj=190478.

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大类 | 2 区 医学
小类 | 2 区 医学:研究与实验
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大类 | 2 区 医学
小类 | 2 区 医学:研究与实验
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出版当年[2023]版:
Q1 MEDICINE, RESEARCH & EXPERIMENTAL
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Q1 MEDICINE, RESEARCH & EXPERIMENTAL

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第一作者机构: [1]Westlake Univ, Sch Med, Affiliated Hangzhou Peoples Hosp 1, Dept Surg Oncol, 261 Huansha Rd, Hangzhou 310006, Zhejiang, Peoples R China
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通讯机构: [1]Westlake Univ, Sch Med, Affiliated Hangzhou Peoples Hosp 1, Dept Surg Oncol, 261 Huansha Rd, Hangzhou 310006, Zhejiang, Peoples R China [12]Zhejiang Chinese Med Univ, Sch Clin Med 4, Hangzhou 310006, Zhejiang, Peoples R China [13]Zhejiang Normal Univ, Coll Math Med, Jinhua 321004, Zhejiang, Peoples R China
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