Results of the first external quality assessment scheme (EQA) for isolation and analysis of circulating tumour DNA (ctDNA)
-
Verena Haselmann
, Parviz Ahmad-Nejad
Abstract
Background:
Circulating tumour DNA (ctDNA) is considered to have a high potential for future management of malignancies. This pilot external quality assessment (EQA) scheme aimed to address issues of analytical quality in this new area of laboratory diagnostics.
Methods:
The EQA scheme consisted of three 2-mL EDTA-plasma samples spiked with fragmented genomic DNA with a mutant allele frequency ranging from 0% to 10% dedicated to the analysis of nine known sequence variations in KRAS codon 12/13 and of BRAF V600E. Laboratories reported: (1) time elapsed for processing, (2) storage temperatures, (3) methods for extraction and quantification, (4) genotyping methodologies and (5) results.
Results:
Specimens were sent to 42 laboratories from 10 European countries; 72.3% reported to isolate cell-free DNA (cfDNA) manually, 62.5% used the entire plasma volume for cfDNA isolation and 38.5% used >10% of cfDNA extracted for downstream genotyping. Of the methods used for quantification, PicoGreen demonstrated the lowest coefficient of variation (33.7%). For genotyping, 11 different methods were reported with the highest error rate observed for Sanger sequencing and the lowest for highly sensitive approaches like digital PCR. In total, 197 genotypes were determined with an overall error rate of 6.09%.
Conclusions:
This pilot EQA scheme illustrates the current variability in multiple phases of cfDNA processing and analysis of ctDNA resulting in an overall error rate of 6.09%. The areas with the greatest variance and clinical impact included specimen volume, cfDNA quantification method, and preference of genotyping platform. Regarding quality assurance, there is an urgent need for harmonisation of procedures and workflows.
Acknowledgments
The authors thank Nadine Kraft, Ingrid Brechtel and Simona Helfert for their excellent technical assistance and Jan-Hendrik Haselmann and Victor Costina for reviewing the manuscript.
Author contributions: Scheme organisers: V.H., P.A.N., S.P., M.N.; scheme administrator: W.J.G.; technical performance: M.G., A.D., R.E., V.H.; data analyses: V.H., W.J.G.; writing of paper: V.H., P.A.N., S.P., M.N. All the authors have accepted responsibility for the entire content of this submitted manuscript and approved submission.
Research funding: None declared.
Employment or leadership: None declared.
Honorarium: None declared.
Competing interests: The funding organization(s) played no role in the study design; in the collection, analysis and interpretation of data; in the writing of the report; or in the decision to submit the report for publication.
References
1. Bidard FC, Weigelt B, Reis-Filho JS. Going with the flow: from circulating tumor cells to DNA. Sci Transl Med 2013;5:207ps14.10.1126/scitranslmed.3006305Search in Google Scholar PubMed
2. Fleischhacker M, Schmidt B. Circulating nucleic acids (CNAs) and cancer–a survey. Biochim Biophys Acta 2007;1775:181–232.10.1016/j.bbcan.2006.10.001Search in Google Scholar PubMed
3. Diehl F, Li M, Dressman D, He Y, Shen D, Szabo S, et al. Detection and quantification of mutations in the plasma of patients with colorectal tumors. Proc Natl Acad Sci USA 2005;102:16368–73.10.1073/pnas.0507904102Search in Google Scholar PubMed PubMed Central
4. Diehl F, Schmidt K, Choti MA, Romans K, Goodman S, Li M, et al. Circulating mutant DNA to assess tumor dynamics. Nat Med 2008;14:985–90.10.1038/nm.1789Search in Google Scholar PubMed PubMed Central
5. Snyder MW, Kircher M, Hill AJ, Daza RM, Shendure J. Cell-free DNA comprises an in vivo nucleosome footprint that informs its tissues-of-origin. Cell 2016;164:57–68.10.1016/j.cell.2015.11.050Search in Google Scholar PubMed PubMed Central
6. Jahr S, Hentze H, Englisch S, Hardt D, Fackelmayer FO, Hesch RD, et al. DNA fragments in the blood plasma of cancer patients: quantitations and evidence for their origin from apoptotic and necrotic cells. Cancer Res 2001;61:1659–65.Search in Google Scholar
7. Schwarzenbach H, Hoon DS, Pantel K. Cell-free nucleic acids as biomarkers in cancer patients. Nat Rev Cancer 2011;11:426–37.10.1038/nrc3066Search in Google Scholar PubMed
8. Dawson SJ, Tsui DW, Murtaza M, Biggs H, Rueda OM, Chin SF, et al. Analysis of circulating tumor DNA to monitor metastatic breast cancer. N Engl J Med 2013;368:1199–209.10.1056/NEJMoa1213261Search in Google Scholar PubMed
9. Taniguchi K, Uchida J, Nishino K, Kumagai T, Okuyama T, Okami J, et al. Quantitative detection of EGFR mutations in circulating tumor DNA derived from lung adenocarcinomas. Clin Cancer Res 2011;17:7808–15.10.1158/1078-0432.CCR-11-1712Search in Google Scholar PubMed
10. Benesova L, Belsanova B, Suchanek S, Kopeckova M, Minarikova P, Lipska L, et al. Mutation-based detection and monitoring of cell-free tumor DNA in peripheral blood of cancer patients. Anal Biochem 2013;433:227–34.10.1016/j.ab.2012.06.018Search in Google Scholar PubMed
11. Diaz LA Jr, Bardelli A. Liquid biopsies: genotyping circulating tumor DNA. J Clin Oncol 2014;32:579–86.10.1200/JCO.2012.45.2011Search in Google Scholar PubMed PubMed Central
12. Girotti MR, Gremel G, Lee R, Galvani E, Rothwell D, Viros A, et al. Application of sequencing, liquid biopsies, and patient-derived xenografts for personalized medicine in melanoma. Cancer Discov 2016;6:286–99.10.1158/2159-8290.CD-15-1336Search in Google Scholar
13. Long GV, Stroyakovskiy D, Gogas H, Levchenko E, de Braud F, Larkin J, et al. Dabrafenib and trametinib versus dabrafenib and placebo for Val600 BRAF-mutant melanoma: a multicentre, double-blind, phase 3 randomised controlled trial. Lancet 2015;386:444–51.10.1016/S0140-6736(15)60898-4Search in Google Scholar
14. Ascierto PA, McArthur GA, Dreno B, Atkinson V, Liszkay G, Di Giacomo AM, et al. Cobimetinib combined with vemurafenib in advanced BRAF(V600)-mutant melanoma (coBRIM): updated efficacy results from a randomised, double-blind, phase 3 trial. Lancet Oncol 2016;17:1248–60.10.1016/S1470-2045(16)30122-XSearch in Google Scholar
15. Ohhara Y, Fukuda N, Takeuchi S, Honma R, Shimizu Y, Kinoshita I, et al. Role of targeted therapy in metastatic colorectal cancer. World J Gastrointest Oncol 2016;8:642–55.10.4251/wjgo.v8.i9.642Search in Google Scholar
16. Tan WL, Jain A, Takano A, Newell EW, Iyer NG, Lim WT, et al. Novel therapeutic targets on the horizon for lung cancer. Lancet Oncol 2016;17:e347–62.10.1016/S1470-2045(16)30123-1Search in Google Scholar
17. Overman MJ, Modak J, Kopetz S, Murthy R, Yao JC, Hicks ME, et al. Use of research biopsies in clinical trials: are risks and benefits adequately discussed? J Clin Oncol 2013;31:17–22.10.1200/JCO.2012.43.1718Search in Google Scholar PubMed PubMed Central
18. Krishnamurthy N, Spencer E, Torkamani A, Nicholson L. Liquid biopsies for cancer: coming to a patient near you. J Clin Med 2017;6:3.10.3390/jcm6010003Search in Google Scholar PubMed PubMed Central
19. Miller WG, Jones GR, Horowitz GL, Weykamp C. Proficiency testing/external quality assessment: current challenges and future directions. Clin Chem 2011;57:1670–80.10.1373/clinchem.2011.168641Search in Google Scholar PubMed
20. Neumaier M, Braun A, Gessner R, Funke H. Experiences with external quality assessment (EQA) in molecular diagnostics in clinical laboratories in Germany. Working Group of the German Societies for Clinical Chemistry (DGKC) and Laboratory Medicine (DGLM). Clin Chem Lab Med 2000;38:161–3.10.1515/CCLM.2000.024Search in Google Scholar PubMed
21. Rago C, Huso DL, Diehl F, Karim B, Liu G, Papadopoulos N, et al. Serial assessment of human tumor burdens in mice by the analysis of circulating DNA. Cancer Res 2007;67:9364–70.10.1158/0008-5472.CAN-07-0605Search in Google Scholar PubMed
22. Diehl F, Li M, He Y, Kinzler KW, Vogelstein B, Dressman D. BEAMing: single-molecule PCR on microparticles in water-in-oil emulsions. Nat Methods 2006;3:551–9.10.1038/nmeth898Search in Google Scholar PubMed
23. Saiki RK, Bugawan TL, Horn GT, Mullis KB, Erlich HA. Analysis of enzymatically amplified beta-globin and HLA-DQ alpha DNA with allele-specific oligonucleotide probes. Nature 1986;324:163–6.10.1038/324163a0Search in Google Scholar PubMed
24. Li J, Makrigiorgos GM. COLD-PCR: a new platform for highly improved mutation detection in cancer and genetic testing. Biochem Soc Trans 2009;37(Pt 2):427–32.10.1042/BST0370427Search in Google Scholar PubMed
25. Sykes PJ, Neoh SH, Brisco MJ, Hughes E, Condon J, Morley AA. Quantitation of targets for PCR by use of limiting dilution. Biotechniques 1992;13:444–9.Search in Google Scholar
26. Diaz LA Jr, Williams RT, Wu J, Kinde I, Hecht JR, Berlin J, et al. The molecular evolution of acquired resistance to targeted EGFR blockade in colorectal cancers. Nature 2012;486:537–40.10.1038/nature11219Search in Google Scholar PubMed PubMed Central
27. Little S. Amplification-refractory mutation system (ARMS) analysis of point mutations. Curr Protoc Hum Genet 2001;Chapter 9:Unit 9.8.10.1002/0471142905.hg0908s07Search in Google Scholar PubMed
28. Saiki RK, Walsh PS, Levenson CH, Erlich HA. Genetic analysis of amplified DNA with immobilized sequence-specific oligonucleotide probes. Proc Natl Acad Sci USA 1989;86:6230–4.10.1073/pnas.86.16.6230Search in Google Scholar PubMed PubMed Central
29. O‘Sullivan MV, Zhou F, Sintchenko V, Kong F, Gilbert GL. Multiplex PCR and reverse line blot hybridization assay (mPCR/RLB). J Vis Exp 2011;54:2781.10.3791/2781Search in Google Scholar PubMed PubMed Central
30. Vos P, Hogers R, Bleeker M, Reijans M, van de Lee T, Hornes M, et al. AFLP: a new technique for DNA fingerprinting. Nucleic Acids Res 1995;23:4407–14.10.1093/nar/23.21.4407Search in Google Scholar PubMed PubMed Central
31. Kuppuswamy MN, Hoffmann JW, Kasper CK, Spitzer SG, Groce SL, Bajaj SP. Single nucleotide primer extension to detect genetic diseases: experimental application to hemophilia B (factor IX) and cystic fibrosis genes. Proc Natl Acad Sci USA 1991;88:1143–7.10.1073/pnas.88.4.1143Search in Google Scholar PubMed PubMed Central
32. Molecular in vitro diagnostic examinations – Specifications for pre-examination processes for venous whole blood – Part 3: Isolated circulating cell free DNA from plasma. PD CEN/TS 16835-3:2015.Search in Google Scholar
33. Malentacchi F, Pazzagli M, Simi L, Orlando C, Wyrich R, Hartmann CC, et al. SPIDIA-DNA: an External Quality Assessment for the pre-analytical phase of blood samples used for DNA-based analyses. Clin Chim Acta 2013;424:274–86.10.1016/j.cca.2013.05.012Search in Google Scholar PubMed
34. El Messaoudi S, Rolet F, Mouliere F, Thierry AR. Circulating cell free DNA: preanalytical considerations. Clin Chim Acta 2013;424:222–30.10.1016/j.cca.2013.05.022Search in Google Scholar PubMed
35. Devonshire AS, Whale AS, Gutteridge A, Jones G, Cowen S, Foy CA, et al. Towards standardisation of cell-free DNA measurement in plasma: controls for extraction efficiency, fragment size bias and quantification. Anal Bioanal Chem 2014;406:6499–512.10.1007/s00216-014-7835-3Search in Google Scholar PubMed PubMed Central
36. Chiminqgi M, Moutereau S, Pernet P, Conti M, Barbu V, Lemant J, et al. Specific real-time PCR vs. fluorescent dyes for serum free DNA quantification. Clin Chem Lab Med 2007;45:993–5.10.1515/CCLM.2007.191Search in Google Scholar PubMed
37. Haselmann V, Geilenkeuser WJ, Helfert S, Eichner R, Hetjens S, Neumaier M, et al. Thirteen years of an international external quality assessment scheme for genotyping: results and recommendations. Clin Chem 2016;62:1084–95.10.1373/clinchem.2016.254482Search in Google Scholar PubMed
38. Berwouts S, Fanning K, Morris MA, Barton DE, Dequeker E. Quality assurance practices in Europe: a survey of molecular genetic testing laboratories. Eur J Hum Genet 2012;20:1118–26.10.1038/ejhg.2012.125Search in Google Scholar PubMed PubMed Central
39. Dequeker E, Ramsden S, Grody WW, Stenzel TT, Barton DE. Quality control in molecular genetic testing. Nat Rev Genet 2001;2:717–23.10.1038/35088588Search in Google Scholar PubMed
Supplemental Material:
The online version of this article offers supplementary material (https://doi.org/10.1515/cclm-2017-0283).
©2018 Walter de Gruyter GmbH, Berlin/Boston
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Articles in the same Issue
- Frontmatter
- Editorial
- Need for better PTH assays for clinical research and patient treatment
- Reviews
- Liquid biopsy in ovarian cancer: recent advances on circulating tumor cells and circulating tumor DNA
- Hair testing of GHB: an everlasting issue in forensic toxicology
- Opinion Paper
- The use of error and uncertainty methods in the medical laboratory
- Genetics and Molecular Diagnostics
- Results of the first external quality assessment scheme (EQA) for isolation and analysis of circulating tumour DNA (ctDNA)
- The importance of biochemical and genetic findings in the diagnosis of atypical Norrie disease
- General Clinical Chemistry and Laboratory Medicine
- Various glycolysis inhibitor-containing tubes for glucose measurement cannot be used interchangeably due to clinically unacceptable biases between them
- Measurement uncertainty of γ-glutamyltransferase (GGT) in human serum by four approaches using different quality assessment data
- Oxidation of PTH: in vivo feature or effect of preanalytical conditions?
- A comparison between high resolution serum protein electrophoresis and screening immunofixation for the detection of monoclonal gammopathies in serum
- The key incident monitoring and management system – history and role in quality improvement
- Is it necessary for all samples to quantify 25OHD2 and 25OHD3 using LC-MS/MS in clinical practice?
- Contamination of dried blood spots – an underestimated risk in newborn screening
- Comparative study of the diagnostic and prognostic value of antibodies against chimeric citrullinated synthetic peptides and CCP3/CCP3.1 assays
- Development and validation of a multivariable prediction rule for detecting a severe acquired ADAMTS13 activity deficiency in patients with thrombotic microangiopathies
- Use of the sFlt-1/PlGF ratio to rule out preeclampsia requiring delivery in women with suspected disease. Is the evidence reproducible?
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