2019
DOI: 10.1002/ijc.32176
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Germline variation in BRCA1/2 is highly ethnic‐specific: Evidence from over 30,000 Chinese hereditary breast and ovarian cancer patients

Abstract: BRCA1 and BRCA2 play essential roles in maintaining the genome stability. Pathogenic germline mutations in these two genes disrupt their function, lead to genome instability and increase the risk of developing breast and ovarian cancers. BRCA mutations have been extensively screened in Caucasian populations, and the resulting information are used globally as the standard reference in clinical diagnosis, treatment and prevention of BRCA … Show more

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Cited by 72 publications
(81 citation statements)
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“…36 This concern was confirmed in an analysis of germline variation in BRCA genes among over 30,000 Chinese individuals, revealing substantial differences in variants present between Chinese and non-Chinese ethnicities. 37 Additional novel ancestry-specific associations were confirmed using a new study of nearly 50,000 non-European individuals. 38 Thus, ML and AI that rely on feeder data likely produce biased results because the input data are biased.…”
Section: A Big Data Approach To Translate Evidence Into Practicementioning
confidence: 82%
“…36 This concern was confirmed in an analysis of germline variation in BRCA genes among over 30,000 Chinese individuals, revealing substantial differences in variants present between Chinese and non-Chinese ethnicities. 37 Additional novel ancestry-specific associations were confirmed using a new study of nearly 50,000 non-European individuals. 38 Thus, ML and AI that rely on feeder data likely produce biased results because the input data are biased.…”
Section: A Big Data Approach To Translate Evidence Into Practicementioning
confidence: 82%
“…These data however have derived predominantly from studies involving populations of European descent. 9 This raises concerns as genetic variation can be ancestry-specific, indicating that current data may not be applicable as a reference for other populations. 9 Variants in BRCA1/2 identified in Asian populations for example differ substantially from other populations.…”
Section: Introductionmentioning
confidence: 98%
“…9 This raises concerns as genetic variation can be ancestry-specific, indicating that current data may not be applicable as a reference for other populations. 9 Variants in BRCA1/2 identified in Asian populations for example differ substantially from other populations. 10 Development of ancestrybased BRCA1/2 reference data is thus imperative, as current databases lacking such data may result in inadequate power in identifying carriers from other populations.…”
Section: Introductionmentioning
confidence: 98%
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