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基于临床病史(发病年龄早、转移表型或乳腺癌/卵巢癌家族史)评估 BRCA2 突变状态的贝叶斯预测模型。

Bayesian predictive model to assess BRCA2 mutational status according to clinical history: Early onset, metastatic phenotype or family history of breast/ovary cancer.

机构信息

Department of Urology, Clinique Pasteur, Royan, France.

GRC n°5 Predictive Onco-Urology, Tenon Hospital, AP-HP, Sorbonne University, Paris, France.

出版信息

Prostate. 2021 May;81(6):318-325. doi: 10.1002/pros.24109. Epub 2021 Feb 18.

DOI:10.1002/pros.24109
PMID:33599307
Abstract

BACKGROUND

Mutations of the BRCA2 gene are the most frequent alterations found in germline DNA from men with prostate cancer (PrCa), but clinical parameters that could better orientate for BRCA2 mutation screening need to be established.

METHODS

Germline DNA from 325 PrCa patients (median age at diagnosis: 57 years old) was screened for BRCA2 mutation. The mutation frequency was compared between three subgroups: patients with an age at diagnosis at 55 years old and under (Group I); a personal or family history of breast, uterine or ovarian cancer (Group II); or a metastatic disease (Group III). Frequency of BRCA2 mutations was established for each combination of phenotypes, and compared between patients meeting or not the criteria for each subgroup using Fisher's exact test. Mutual information, direct effect, elasticity and contribution to the mutational status of each phenotype, taking into account overlap between subgroups, were also estimated using Bayesian algorithms.

RESULTS

The proportion of BRCA2 mutation was 5.9% in Group I, 10.9% in Group II and 6.9% in Group III. The frequency of BRCA2 mutation was significantly higher among patients of Group II (p = .006), and reached 15.6% among patients of this group who presented a metastatic disease. Mutual information, direct effect, elasticity and contribution to the mutational status were the highest for phenotype II. Fifteen (71.4%) of the 21 BRCA2 mutation carriers had an aggressive form of the disease. Four (19%) of them died from PrCa after a median follow-up duration of 64.5 months.

CONCLUSIONS

Our results showed that a higher frequency of BRCA2 mutation carriers is observed, not only among PrCa patients with young onset or a metastatic disease, but also with a personal or a familial history of breast cancer.

摘要

背景

BRCA2 基因突变是前列腺癌(PrCa)患者生殖系 DNA 中最常见的改变,但需要建立能更好指导 BRCA2 基因突变筛查的临床参数。

方法

对 325 例 PrCa 患者(中位诊断年龄:57 岁)的生殖系 DNA 进行 BRCA2 基因突变筛查。将突变频率在三个亚组之间进行比较:诊断年龄在 55 岁及以下的患者(I 组);有乳腺癌、子宫癌或卵巢癌个人或家族史的患者(II 组);或有转移性疾病的患者(III 组)。为每个表型组合确定 BRCA2 突变的频率,并使用 Fisher 精确检验比较符合或不符合各亚组标准的患者之间的差异。还使用贝叶斯算法估计互信息、直接效应、弹性和对每个表型突变状态的贡献,同时考虑亚组之间的重叠。

结果

I 组、II 组和 III 组的 BRCA2 突变比例分别为 5.9%、10.9%和 6.9%。II 组患者的 BRCA2 突变频率明显更高(p=0.006),且该组中患有转移性疾病的患者 BRCA2 突变频率达到 15.6%。互信息、直接效应、弹性和对突变状态的贡献以表型 II 最高。21 例 BRCA2 基因突变携带者中有 15 例(71.4%)疾病呈侵袭性。在中位随访 64.5 个月后,其中 4 例(19%)死于 PrCa。

结论

我们的结果表明,不仅在发病年龄较小或患有转移性疾病的 PrCa 患者中,而且在有乳腺癌个人或家族史的患者中,BRCA2 基因突变携带者的频率更高。

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Bayesian predictive model to assess BRCA2 mutational status according to clinical history: Early onset, metastatic phenotype or family history of breast/ovary cancer.基于临床病史(发病年龄早、转移表型或乳腺癌/卵巢癌家族史)评估 BRCA2 突变状态的贝叶斯预测模型。
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