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Cross-oncopanel study reveals high sensitivity and accuracy with overall analytical performance depending on genomic regions

Authors :
Gong, B
Li, D
Kusko, R
Novoradovskaya, N
Zhang, Y
Wang, S
Pabón-Peña, C
Zhang, Z
Lai, K
Cai, W
LoCoco, JS
Lader, E
Richmond, TA
Mittal, VK
Liu, LC
Johann, DJ
Willey, JC
Bushel, PR
Yu, Y
Xu, C
Chen, G
Burgess, D
Cawley, S
Giorda, K
Haseley, N
Qiu, F
Wilkins, K
Arib, H
Attwooll, C
Babson, K
Bao, L
Bao, W
Lucas, AB
Best, H
Bhandari, A
Bisgin, H
Blackburn, J
Blomquist, TM
Boardman, L
Burgher, B
Butler, DJ
Chang, CJ
Chaubey, A
Chen, T
Chierici, M
Chin, CR
Close, D
Conroy, J
Coleman, JC
Craig, DJ
Crawford, E
del Pozo, A
Deveson, IW
Duncan, D
Eterovic, AK
Fan, X
Foox, J
Furlanello, C
Ghosal, A
Glenn, S
Guan, M
Haag, C
Hang, X
Happe, S
Hennigan, B
Hipp, J
Hong, H
Horvath, K
Hu, J
Hung, LY
Jarosz, M
Kerkhof, J
Kipp, B
Kreil, DP
Łabaj, P
Lapunzina, P
Li, P
Li, QZ
Li, W
Li, Z
Liang, Y
Liu, S
Liu, Z
Ma, C
Marella, N
Martín-Arenas, R
Megherbi, DB
Meng, Q
Mieczkowski, PA
Morrison, T
Muzny, D
Ning, B
Parsons, BL
Paweletz, CP
Pirooznia, M
Qu, W
Raymond, A
Rindler, P
Ringler, R
Sadikovic, B
Gong, B
Li, D
Kusko, R
Novoradovskaya, N
Zhang, Y
Wang, S
Pabón-Peña, C
Zhang, Z
Lai, K
Cai, W
LoCoco, JS
Lader, E
Richmond, TA
Mittal, VK
Liu, LC
Johann, DJ
Willey, JC
Bushel, PR
Yu, Y
Xu, C
Chen, G
Burgess, D
Cawley, S
Giorda, K
Haseley, N
Qiu, F
Wilkins, K
Arib, H
Attwooll, C
Babson, K
Bao, L
Bao, W
Lucas, AB
Best, H
Bhandari, A
Bisgin, H
Blackburn, J
Blomquist, TM
Boardman, L
Burgher, B
Butler, DJ
Chang, CJ
Chaubey, A
Chen, T
Chierici, M
Chin, CR
Close, D
Conroy, J
Coleman, JC
Craig, DJ
Crawford, E
del Pozo, A
Deveson, IW
Duncan, D
Eterovic, AK
Fan, X
Foox, J
Furlanello, C
Ghosal, A
Glenn, S
Guan, M
Haag, C
Hang, X
Happe, S
Hennigan, B
Hipp, J
Hong, H
Horvath, K
Hu, J
Hung, LY
Jarosz, M
Kerkhof, J
Kipp, B
Kreil, DP
Łabaj, P
Lapunzina, P
Li, P
Li, QZ
Li, W
Li, Z
Liang, Y
Liu, S
Liu, Z
Ma, C
Marella, N
Martín-Arenas, R
Megherbi, DB
Meng, Q
Mieczkowski, PA
Morrison, T
Muzny, D
Ning, B
Parsons, BL
Paweletz, CP
Pirooznia, M
Qu, W
Raymond, A
Rindler, P
Ringler, R
Sadikovic, B
Publication Year :
2021

Abstract

Background: Targeted sequencing using oncopanels requires comprehensive assessments of accuracy and detection sensitivity to ensure analytical validity. By employing reference materials characterized by the U.S. Food and Drug Administration-led SEquence Quality Control project phase2 (SEQC2) effort, we perform a cross-platform multi-lab evaluation of eight Pan-Cancer panels to assess best practices for oncopanel sequencing. Results: All panels demonstrate high sensitivity across targeted high-confidence coding regions and variant types for the variants previously verified to have variant allele frequency (VAF) in the 5–20% range. Sensitivity is reduced by utilizing VAF thresholds due to inherent variability in VAF measurements. Enforcing a VAF threshold for reporting has a positive impact on reducing false positive calls. Importantly, the false positive rate is found to be significantly higher outside the high-confidence coding regions, resulting in lower reproducibility. Thus, region restriction and VAF thresholds lead to low relative technical variability in estimating promising biomarkers and tumor mutational burden. Conclusion: This comprehensive study provides actionable guidelines for oncopanel sequencing and clear evidence that supports a simplified approach to assess the analytical performance of oncopanels. It will facilitate the rapid implementation, validation, and quality control of oncopanels in clinical use.

Details

Database :
OAIster
Publication Type :
Electronic Resource
Accession number :
edsoai.on1274123771
Document Type :
Electronic Resource