TY - JOUR
T1 - Quantifying prediction of pathogenicity for within-codon concordance (PM5) using 7541 functional classifications of BRCA1 and MSH2 missense variants.
AU - Loong, L
AU - Cubuk, C
AU - Choi, S
AU - Allen, S
AU - Torr, B
AU - Garrett, A
AU - Loveday, C
AU - Durkie, M
AU - Callaway, A
AU - Burghel, GJ
AU - Drummond, J
AU - Robinson, R
AU - Berry, IR
AU - Wallace, A
AU - CanVIG-UK, null
N1 - Funding Information:
L.L., C.L., A.G., S.C., B.T., and H.H. are supported by Cancer Research UK Catalyst Award CanGene-CanVar (C61296/A27223). J.S.W. is funded by Wellcome Trust (107469/Z/15/Z), Medical Research Council (UK), British Heart Foundation (RE/18/4/34215), and the NIHR Imperial Biomedical Research Centre .
Publisher Copyright:
© 2021 The Authors
PY - 2021/12/9
Y1 - 2021/12/9
N2 - Purpose: Conditions and thresholds applied for evidence weighting of within-codon concordance (PM5) for pathogenicity vary widely between laboratories and expert groups. Because of the sparseness of available clinical classifications, there is little evidence for variation in practice. Methods: We used as a truthset 7541 dichotomous functional classifications of BRCA1 and MSH2, spanning 311 codons of BRCA1 and 918 codons of MSH2, generated from large-scale functional assays that have been shown to correlate excellently with clinical classifications. We assessed PM5 at 5 stringencies with incorporation of 8 in silico tools. For each analysis, we quantified a positive likelihood ratio (pLR, true positive rate/false positive rate), the predictive value of PM5-lookup in ClinVar compared with the functional truthset. Results: pLR was 16.3 (10.6-24.9) for variants for which there was exactly 1 additional colocated deleterious variant on ClinVar, and the variant under examination was equally or more damaging when analyzed using BLOSUM62. pLR was 71.5 (37.8-135.3) for variants for which there were 2 or more colocated deleterious ClinVar variants, and the variant under examination was equally or more damaging than at least 1 colocated variant when analyzed using BLOSUM62. Conclusion: These analyses support the graded use of PM5, with potential to use it at higher evidence weighting where more stringent criteria are met.
AB - Purpose: Conditions and thresholds applied for evidence weighting of within-codon concordance (PM5) for pathogenicity vary widely between laboratories and expert groups. Because of the sparseness of available clinical classifications, there is little evidence for variation in practice. Methods: We used as a truthset 7541 dichotomous functional classifications of BRCA1 and MSH2, spanning 311 codons of BRCA1 and 918 codons of MSH2, generated from large-scale functional assays that have been shown to correlate excellently with clinical classifications. We assessed PM5 at 5 stringencies with incorporation of 8 in silico tools. For each analysis, we quantified a positive likelihood ratio (pLR, true positive rate/false positive rate), the predictive value of PM5-lookup in ClinVar compared with the functional truthset. Results: pLR was 16.3 (10.6-24.9) for variants for which there was exactly 1 additional colocated deleterious variant on ClinVar, and the variant under examination was equally or more damaging when analyzed using BLOSUM62. pLR was 71.5 (37.8-135.3) for variants for which there were 2 or more colocated deleterious ClinVar variants, and the variant under examination was equally or more damaging than at least 1 colocated variant when analyzed using BLOSUM62. Conclusion: These analyses support the graded use of PM5, with potential to use it at higher evidence weighting where more stringent criteria are met.
KW - BRCA1 Protein/genetics
KW - Codon
KW - Genetic Predisposition to Disease
KW - Genetic Variation/genetics
KW - Humans
KW - MutS Homolog 2 Protein/genetics
KW - Mutation, Missense/genetics
U2 - 10.1016/j.gim.2021.11.011
DO - 10.1016/j.gim.2021.11.011
M3 - Article
C2 - 34906453
SN - 1098-3600
VL - 24
SP - 552
EP - 563
JO - Genetics in medicine : official journal of the American College of Medical Genetics
JF - Genetics in medicine : official journal of the American College of Medical Genetics
IS - 3
ER -