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

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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Genome Biology 2021-04, Vol.22 (1), p.109-23, Article 109
Hauptverfasser: Gong, Binsheng, Li, Dan, Kusko, Rebecca, Novoradovskaya, Natalia, Zhang, Yifan, Wang, Shangzi, Pabón-Peña, Carlos, Zhang, Zhihong, Lai, Kevin, Cai, Wanshi, LoCoco, Jennifer S, Lader, Eric, Richmond, Todd A, Mittal, Vinay K, Liu, Liang-Chun, Johann, Jr, Donald J, Willey, James C, Bushel, Pierre R, Yu, Ying, Xu, Chang, Chen, Guangchun, Burgess, Daniel, Cawley, Simon, Giorda, Kristina, Haseley, Nathan, Qiu, Fujun, Wilkins, Katherine, Arib, Hanane, Attwooll, Claire, Babson, Kevin, Bao, Longlong, Bao, Wenjun, Lucas, Anne Bergstrom, Best, Hunter, Bhandari, Ambica, Bisgin, Halil, Blackburn, James, Blomquist, Thomas M, Boardman, Lisa, Burgher, Blake, Butler, Daniel J, Chang, Chia-Jung, Chaubey, Alka, Chen, Tao, Chierici, Marco, Chin, Christopher R, Close, Devin, Conroy, Jeffrey, Cooley Coleman, Jessica, Craig, Daniel J, Crawford, Erin, Del Pozo, Angela, Deveson, Ira W, Duncan, Daniel, Eterovic, Agda Karina, Fan, Xiaohui, Foox, Jonathan, Furlanello, Cesare, Ghosal, Abhisek, Glenn, Sean, Guan, Meijian, Haag, Christine, Hang, Xinyi, Happe, Scott, Hennigan, Brittany, Hipp, Jennifer, Hong, Huixiao, Horvath, Kyle, Hu, Jianhong, Hung, Li-Yuan, Jarosz, Mirna, Kerkhof, Jennifer, Kipp, Benjamin, Kreil, David Philip, Łabaj, Paweł, Lapunzina, Pablo, Li, Peng, Li, Quan-Zhen, Li, Weihua, Li, Zhiguang, Liang, Yu, Liu, Shaoqing, Liu, Zhichao, Ma, Charles, Marella, Narasimha, Martín-Arenas, Rubén, Megherbi, Dalila B, Meng, Qingchang, Mieczkowski, Piotr A, Morrison, Tom, Muzny, Donna, Ning, Baitang, Parsons, Barbara L, Paweletz, Cloud P, Pirooznia, Mehdi, Qu, Wubin, Raymond, Amelia, Rindler, Paul, Ringler, Rebecca, Sadikovic, Bekim
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung: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. 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. 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.
ISSN:1474-760X
1474-7596
1474-760X
DOI:10.1186/s13059-021-02315-0