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Evaluating the analytical validity of circulating tumor DNA sequencing assays for precision oncology.

Ira W DevesonBinsheng GongKevin LaiJennifer S LoCocoTodd A RichmondJeoffrey SchagemanZhihong ZhangNatalia NovoradovskayaJames C WilleyWendell D JonesRebecca KuskoGuangchun ChenBindu Swapna MadalaJames BlackburnIgor StevanovskiAmbica BhandariDevin CloseJeffrey ConroyMichael HubankNarasimha MarellaPiotr A MieczkowskiFujun QiuRobert SebraDaniel StetsonLihyun SunPhilippe SzankasiHaowen TanLin-Ya TangHanane AribHunter BestBlake BurgherPierre R BushelFergal CaseySimon CawleyChia-Jung ChangJonathan ChoiJorge DinisDaniel DuncanAgda Karina EterovicLiang FengAbhisek GhosalKristina GiordaSean GlennScott HappeNathan HaseleyKyle HorvathLi-Yuan HungMirna JaroszGarima KushwahaDan LiQuan-Zhen LiZhiguang LiLiang-Chun LiuZhichao LiuCharles MaChristopher E MasonDalila B MegherbiTom MorrisonCarlos Pabón-PeñaMehdi PiroozniaPaula Z ProszekAmelia RaymondPaul RindlerRebecca RinglerAndreas SchererRita ShaknovichTieliu ShiMelissa SmithPing SongMaya StrahlVenkat J ThodimaNikola TomSuman VermaJiashi WangLeihong WuWenzhong XiaoChang XuMary YangGuangliang ZhangSa ZhangYilin ZhangLeming ShiWeida TongDonald J JohannTimothy R MercerJoshua Xunull null
Published in: Nature biotechnology (2021)
Circulating tumor DNA (ctDNA) sequencing is being rapidly adopted in precision oncology, but the accuracy, sensitivity and reproducibility of ctDNA assays is poorly understood. Here we report the findings of a multi-site, cross-platform evaluation of the analytical performance of five industry-leading ctDNA assays. We evaluated each stage of the ctDNA sequencing workflow with simulations, synthetic DNA spike-in experiments and proficiency testing on standardized, cell-line-derived reference samples. Above 0.5% variant allele frequency, ctDNA mutations were detected with high sensitivity, precision and reproducibility by all five assays, whereas, below this limit, detection became unreliable and varied widely between assays, especially when input material was limited. Missed mutations (false negatives) were more common than erroneous candidates (false positives), indicating that the reliable sampling of rare ctDNA fragments is the key challenge for ctDNA assays. This comprehensive evaluation of the analytical performance of ctDNA assays serves to inform best practice guidelines and provides a resource for precision oncology.
Keyphrases
  • circulating tumor
  • high throughput
  • cell free
  • circulating tumor cells
  • single cell
  • palliative care
  • primary care
  • healthcare
  • liquid chromatography
  • mass spectrometry
  • quality improvement
  • nucleic acid