학술논문

Cross-oncopanel study reveals high sensitivity and accuracy with overall analytical performance depending on genomic regions
Document Type
article
Author
Binsheng GongDan LiRebecca KuskoNatalia NovoradovskayaYifan ZhangShangzi WangCarlos Pabón-PeñaZhihong ZhangKevin LaiWanshi CaiJennifer S. LoCocoEric LaderTodd A. RichmondVinay K. MittalLiang-Chun LiuDonald J. JohannJames C. WilleyPierre R. BushelYing YuChang XuGuangchun ChenDaniel BurgessSimon CawleyKristina GiordaNathan HaseleyFujun QiuKatherine WilkinsHanane AribClaire AttwoollKevin BabsonLonglong BaoWenjun BaoAnne Bergstrom LucasHunter BestAmbica BhandariHalil BisginJames BlackburnThomas M. BlomquistLisa BoardmanBlake BurgherDaniel J. ButlerChia-Jung ChangAlka ChaubeyTao ChenMarco ChiericiChristopher R. ChinDevin CloseJeffrey ConroyJessica Cooley ColemanDaniel J. CraigErin CrawfordAngela del PozoIra W. DevesonDaniel DuncanAgda Karina EterovicXiaohui FanJonathan FooxCesare FurlanelloAbhisek GhosalSean GlennMeijian GuanChristine HaagXinyi HangScott HappeBrittany HenniganJennifer HippHuixiao HongKyle HorvathJianhong HuLi-Yuan HungMirna JaroszJennifer KerkhofBenjamin KippDavid Philip KreilPaweł ŁabajPablo LapunzinaPeng LiQuan-Zhen LiWeihua LiZhiguang LiYu LiangShaoqing LiuZhichao LiuCharles MaNarasimha MarellaRubén Martín-ArenasDalila B. MegherbiQingchang MengPiotr A. MieczkowskiTom MorrisonDonna MuznyBaitang NingBarbara L. ParsonsCloud P. PaweletzMehdi PiroozniaWubin QuAmelia RaymondPaul RindlerRebecca RinglerBekim SadikovicAndreas SchererEgbert SchulzeRobert SebraRita ShaknovichQiang ShiTieliu ShiJuan Carlos Silla-CastroMelissa SmithMario Solís LópezPing SongDaniel StetsonMaya StrahlAlan StuartJulianna SuppleePhilippe SzankasiHaowen TanLin-ya TangYonghui TaoShraddha ThakkarDanielle Thierry-MiegJean Thierry-MiegVenkat J. ThodimaDavid ThomasBoris TichýNikola TomElena Vallespin GarciaSuman VermaKimbley WalkerCharles WangJunwen WangYexun WangZhining WenValtteri WirtaLeihong WuChunlin XiaoWenzhong XiaoShibei XuMary YangJianming YingShun H. YipGuangliang ZhangSa ZhangMeiru ZhaoYuanting ZhengXiaoyan ZhouChristopher E. MasonTimothy MercerWeida TongLeming ShiWendell JonesJoshua Xu
Source
Genome Biology, Vol 22, Iss 1, Pp 1-23 (2021)
Subject
Oncopanel sequencing
Target enrichment
Molecular diagnostics
Reproducibility
Analytical performance
Precision medicine
Biology (General)
QH301-705.5
Genetics
QH426-470
Language
English
ISSN
1474-760X
Abstract
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.