Clinical Trial Record

Return to Clinical Trials

iDentification and vAlidation Model of Liquid biopsY Based cfDNA Methylation and pRotEin biomArKers for Pancreatic Cancer (DAYBREAK Study)


2022-03-24


2023-12-31


2024-06-30


450

Study Overview

iDentification and vAlidation Model of Liquid biopsY Based cfDNA Methylation and pRotEin biomArKers for Pancreatic Cancer (DAYBREAK Study)

DAYBREAK is a prospective, multi-omics, observational study aimed at early detecting pancreatic cancer by combined assays for biomarkers of cfDNA methylation, serum protein markers, blood miRNA markers and others, in which of 450 participants will be enrolled. The development and validation of the model will be conducted in participants with early stage cancers and benign disease through a two-stage approach. The sensitivity and specificity of the model in pancreatic cancer early detection will be evaluated.

N/A

  • Cancer
    • CHEC2022-030

    Study Record Dates

    These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

    Study Registration Dates Results Reporting Dates Study Record Updates

    2022-08-09  

    N/A  

    2022-08-09  

    2022-08-09  

    N/A  

    2022-08-10  

    2022-08-10  

    N/A  

    2022-08  

    Study Plan

    This section provides details of the study plan, including how the study is designed and what the study is measuring.

    Design Details

    Primary Purpose:
    N/A


    Allocation:
    N/A


    Interventional Model:
    N/A


    Masking:
    N/A


    Arms and Interventions

    Participant Group/ArmIntervention/Treatment
    : Cancer arm

    Participants with new diagnosis of pancreatic cancer, from whom a blood sample will be collected.

    : Benign disease arm

    Participants with benign pancreatic diseases, from whom a blood sample will be collected.

    Primary Outcome MeasuresMeasure DescriptionTime Frame
    The sensitivity and specificity of multi-cancer early detection by the combined model in cancer arm and benign disease arm12 months
    Secondary Outcome MeasuresMeasure DescriptionTime Frame
    The difference of sensitivity and specificity in pancreatic cancer participants at different clinical stages.12 months
    Sensitivity and specificity for detecting pancreatic cancer of a cfDNA methylation-based model, in combination with other biomarkers.12 months
    Sensitivity and specificity for detecting pancreatic cancer of a the protein panel-based model, in combination with other biomarkers.12 months
    Sensitivity and specificity of the blood miRNA-based model in detecting pancreatic cancer.12 months

    Contacts and Locations

    This section provides the contact details for those conducting the study, and information on where this study is being conducted.

    Study Contact

    Name: Shiwei Guo, M.D.

    Phone Number: 18621500666

    Email: gestwa@163.com

    Study Contact Backup

    Name: Yuzi Zhang, M.D.

    Phone Number: +86-021-60293798

    Email: Z_Zhangyuzi@163.com

    Participation Criteria

    Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person’s general health condition or prior treatments.

    Ages Eligible for Study:
    ALL

    Sexes Eligible for Study:
    40 Years

    Accepts Healthy Volunteers:
    1

      Inclusion Criteria for Cancer Arm Participants:

    • Able to provide a written informed consent.
    • Able to provide sufficient and qualified blood samples for study tests.
    • No prior or undergoing cancer treatment (local or systematic) with either of the following:
    • A. Pathologically confirmed cancer diagnosis within 42 days prior to the study blood draw.
    • B. High suspicious for cancer diagnosis by radiological or other routine clinical assessments, with confirmed cancer diagnosis through biopsy or surgical resection within 42 days after study blood draw.

    • Exclusion Criteria for Cancer Arm Participants:

    • Insufficient qualified blood sample for study test.
    • During pregnancy or lactation.
    • Recipient of organ transplant or prior non-autologous (allogeneic) bone marrow or stem cell transplant.
    • Recipient of blood transfusion within 30 days prior to study blood draw.
    • With other known malignant tumors or multiple primary tumors.

    • Inclusion Criteria for Benign Disease Arm Participants:

    • Able to provide a written informed consent.
    • Able to provide sufficient and qualified blood samples for study tests.
    • Have either of the following:
    • A. Pathological confirmed diagnosis of benign diseases within 90 days prior to the study blood draw, with no prior treatment such as surgical resection.
    • B. High suspicious for benign diseases diagnosis by radiological or other routine clinical assessments, with confirmed benign diseases diagnosis within 42 days after study blood draw.

    • Exclusion Criteria for Benign Disease Arm Participants:

    • Insufficient qualified blood sample for study test.
    • During pregnancy or lactation.
    • Recipient of organ transplant or prior non-autologous (allogeneic) bone marrow or stem cell transplant.
    • Recipient of blood transfusion within 30 days prior to study blood draw.
    • Recipients of any anti-cancer therapy within 30 days prior to study blood draw, due to diseases other than cancer

    Collaborators and Investigators

    This is where you will find people and organizations involved with this study.

    • Guangzhou Burning Rock Bioengineering Ltd.

    • STUDY_CHAIR: Gang Jin, M.D., Department of general surgery, Changhai Hospital

    Publications

    The person responsible for entering information about the study voluntarily provides these publications. These may be about anything related to the study.

    General Publications

    • Steel N, Ford JA, Newton JN, Davis ACJ, Vos T, Naghavi M, Glenn S, Hughes A, Dalton AM, Stockton D, Humphreys C, Dallat M, Schmidt J, Flowers J, Fox S, Abubakar I, Aldridge RW, Baker A, Brayne C, Brugha T, Capewell S, Car J, Cooper C, Ezzati M, Fitzpatrick J, Greaves F, Hay R, Hay S, Kee F, Larson HJ, Lyons RA, Majeed A, McKee M, Rawaf S, Rutter H, Saxena S, Sheikh A, Smeeth L, Viner RM, Vollset SE, Williams HC, Wolfe C, Woolf A, Murray CJL. Changes in health in the countries of the UK and 150 English Local Authority areas 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet. 2018 Nov 3;392(10158):1647-1661. doi: 10.1016/S0140-6736(18)32207-4. Epub 2018 Oct 24.
    • Chen W, Zheng R, Baade PD, Zhang S, Zeng H, Bray F, Jemal A, Yu XQ, He J. Cancer statistics in China, 2015. CA Cancer J Clin. 2016 Mar-Apr;66(2):115-32. doi: 10.3322/caac.21338. Epub 2016 Jan 25.
    • Smith RA, Andrews KS, Brooks D, Fedewa SA, Manassaram-Baptiste D, Saslow D, Brawley OW, Wender RC. Cancer screening in the United States, 2018: A review of current American Cancer Society guidelines and current issues in cancer screening. CA Cancer J Clin. 2018 Jul;68(4):297-316. doi: 10.3322/caac.21446. Epub 2018 May 30.
    • O'Neill RS, Stoita A. Biomarkers in the diagnosis of pancreatic cancer: Are we closer to finding the golden ticket? World J Gastroenterol. 2021 Jul 14;27(26):4045-4087. doi: 10.3748/wjg.v27.i26.4045.
    • Orntoft TF, Vestergaard EM, Holmes E, Jakobsen JS, Grunnet N, Mortensen M, Johnson P, Bross P, Gregersen N, Skorstengaard K, Jensen UB, Bolund L, Wolf H. Influence of Lewis alpha1-3/4-L-fucosyltransferase (FUT3) gene mutations on enzyme activity, erythrocyte phenotyping, and circulating tumor marker sialyl-Lewis a levels. J Biol Chem. 1996 Dec 13;271(50):32260-8. doi: 10.1074/jbc.271.50.32260.
    • Luo G, Jin K, Deng S, Cheng H, Fan Z, Gong Y, Qian Y, Huang Q, Ni Q, Liu C, Yu X. Roles of CA19-9 in pancreatic cancer: Biomarker, predictor and promoter. Biochim Biophys Acta Rev Cancer. 2021 Apr;1875(2):188409. doi: 10.1016/j.bbcan.2020.188409. Epub 2020 Aug 19.
    • Luo G, Guo M, Jin K, Liu Z, Liu C, Cheng H, Lu Y, Long J, Liu L, Xu J, Ni Q, Yu X. Optimize CA19-9 in detecting pancreatic cancer by Lewis and Secretor genotyping. Pancreatology. 2016 Nov-Dec;16(6):1057-1062. doi: 10.1016/j.pan.2016.09.013. Epub 2016 Sep 23.
    • Zhu G, Pei L, Xia H, Tang Q, Bi F. Role of oncogenic KRAS in the prognosis, diagnosis and treatment of colorectal cancer. Mol Cancer. 2021 Nov 6;20(1):143. doi: 10.1186/s12943-021-01441-4.
    • Bournet B, Selves J, Grand D, Danjoux M, Hanoun N, Cordelier P, Buscail L. Endoscopic ultrasound-guided fine-needle aspiration biopsy coupled with a KRAS mutation assay using allelic discrimination improves the diagnosis of pancreatic cancer. J Clin Gastroenterol. 2015 Jan;49(1):50-6. doi: 10.1097/MCG.0000000000000053.
    • Riva G, Pea A, Pilati C, Fiadone G, Lawlor RT, Scarpa A, Luchini C. Histo-molecular oncogenesis of pancreatic cancer: From precancerous lesions to invasive ductal adenocarcinoma. World J Gastrointest Oncol. 2018 Oct 15;10(10):317-327. doi: 10.4251/wjgo.v10.i10.317.
    • Kirkegard J, Mortensen FV, Cronin-Fenton D. Chronic Pancreatitis and Pancreatic Cancer Risk: A Systematic Review and Meta-analysis. Am J Gastroenterol. 2017 Sep;112(9):1366-1372. doi: 10.1038/ajg.2017.218. Epub 2017 Aug 1.
    • Basturk O, Hong SM, Wood LD, Adsay NV, Albores-Saavedra J, Biankin AV, Brosens LA, Fukushima N, Goggins M, Hruban RH, Kato Y, Klimstra DS, Kloppel G, Krasinskas A, Longnecker DS, Matthaei H, Offerhaus GJ, Shimizu M, Takaori K, Terris B, Yachida S, Esposito I, Furukawa T; Baltimore Consensus Meeting. A Revised Classification System and Recommendations From the Baltimore Consensus Meeting for Neoplastic Precursor Lesions in the Pancreas. Am J Surg Pathol. 2015 Dec;39(12):1730-41. doi: 10.1097/PAS.0000000000000533.
    • Hruban RH, Adsay NV, Albores-Saavedra J, Compton C, Garrett ES, Goodman SN, Kern SE, Klimstra DS, Kloppel G, Longnecker DS, Luttges J, Offerhaus GJ. Pancreatic intraepithelial neoplasia: a new nomenclature and classification system for pancreatic duct lesions. Am J Surg Pathol. 2001 May;25(5):579-86. doi: 10.1097/00000478-200105000-00003.
    • Luchini C, Capelli P, Scarpa A. Pancreatic Ductal Adenocarcinoma and Its Variants. Surg Pathol Clin. 2016 Dec;9(4):547-560. doi: 10.1016/j.path.2016.05.003. Epub 2016 Oct 12.
    • Sato N, Fukushima N, Hruban RH, Goggins M. CpG island methylation profile of pancreatic intraepithelial neoplasia. Mod Pathol. 2008 Mar;21(3):238-44. doi: 10.1038/modpathol.3800991. Epub 2007 Dec 21.
    • Gaujoux S, Chanson P, Bertherat J, Sauvanet A, Ruszniewski P. Hepato-pancreato-biliary lesions are present in both Carney complex and McCune Albright syndrome: comments on P. Salpea and C. Stratakis. Mol Cell Endocrinol. 2014 Jan 25;382(1):344-345. doi: 10.1016/j.mce.2013.10.020. Epub 2013 Oct 24.
    • Shi C, Klein AP, Goggins M, Maitra A, Canto M, Ali S, Schulick R, Palmisano E, Hruban RH. Increased Prevalence of Precursor Lesions in Familial Pancreatic Cancer Patients. Clin Cancer Res. 2009 Dec 15;15(24):7737-7743. doi: 10.1158/1078-0432.CCR-09-0004.
    • Ingkakul T, Sadakari Y, Ienaga J, Satoh N, Takahata S, Tanaka M. Predictors of the presence of concomitant invasive ductal carcinoma in intraductal papillary mucinous neoplasm of the pancreas. Ann Surg. 2010 Jan;251(1):70-5. doi: 10.1097/SLA.0b013e3181c5ddc3.
    • Fukushige S, Horii A. Road to early detection of pancreatic cancer: Attempts to utilize epigenetic biomarkers. Cancer Lett. 2014 Jan 28;342(2):231-7. doi: 10.1016/j.canlet.2012.03.022. Epub 2012 Mar 23.
    • Curradi M, Izzo A, Badaracco G, Landsberger N. Molecular mechanisms of gene silencing mediated by DNA methylation. Mol Cell Biol. 2002 May;22(9):3157-73. doi: 10.1128/MCB.22.9.3157-3173.2002.
    • Kim SG, Wu TT, Lee JH, Yun YK, Issa JP, Hamilton SR, Rashid A. Comparison of epigenetic and genetic alterations in mucinous cystic neoplasm and serous microcystic adenoma of pancreas. Mod Pathol. 2003 Nov;16(11):1086-94. doi: 10.1097/01.MP.0000094088.37888.A6.
    • Keane MG, Afghani E. A Review of the Diagnosis and Management of Premalignant Pancreatic Cystic Lesions. J Clin Med. 2021 Mar 19;10(6):1284. doi: 10.3390/jcm10061284.
    • Delpu Y, Hanoun N, Lulka H, Sicard F, Selves J, Buscail L, Torrisani J, Cordelier P. Genetic and epigenetic alterations in pancreatic carcinogenesis. Curr Genomics. 2011 Mar;12(1):15-24. doi: 10.2174/138920211794520132.
    • 岳铭, 徐海燕, 张晓飞, 王理伟. 胰腺炎--癌转化的表观遗传学研究进展. 肿瘤防治研究. 2021;48(3):219-223
    • Natale F, Vivo M, Falco G, Angrisano T. Deciphering DNA methylation signatures of pancreatic cancer and pancreatitis. Clin Epigenetics. 2019 Sep 6;11(1):132. doi: 10.1186/s13148-019-0728-8.
    • Matsubayashi H, Canto M, Sato N, Klein A, Abe T, Yamashita K, Yeo CJ, Kalloo A, Hruban R, Goggins M. DNA methylation alterations in the pancreatic juice of patients with suspected pancreatic disease. Cancer Res. 2006 Jan 15;66(2):1208-17. doi: 10.1158/0008-5472.CAN-05-2664.
    • Chen M, Zhao H. Next-generation sequencing in liquid biopsy: cancer screening and early detection. Hum Genomics. 2019 Aug 1;13(1):34. doi: 10.1186/s40246-019-0220-8.
    • Moore LD, Le T, Fan G. DNA methylation and its basic function. Neuropsychopharmacology. 2013 Jan;38(1):23-38. doi: 10.1038/npp.2012.112. Epub 2012 Jul 11.
    • Guibert S, Weber M. Functions of DNA methylation and hydroxymethylation in mammalian development. Curr Top Dev Biol. 2013;104:47-83. doi: 10.1016/B978-0-12-416027-9.00002-4.
    • Widschwendter M, Jones A, Evans I, Reisel D, Dillner J, Sundstrom K, Steyerberg EW, Vergouwe Y, Wegwarth O, Rebitschek FG, Siebert U, Sroczynski G, de Beaufort ID, Bolt I, Cibula D, Zikan M, Bjorge L, Colombo N, Harbeck N, Dudbridge F, Tasse AM, Knoppers BM, Joly Y, Teschendorff AE, Pashayan N; FORECEE (4C) Consortium. Epigenome-based cancer risk prediction: rationale, opportunities and challenges. Nat Rev Clin Oncol. 2018 May;15(5):292-309. doi: 10.1038/nrclinonc.2018.30. Epub 2018 Feb 27.
    • Vogelstein B, Papadopoulos N, Velculescu VE, Zhou S, Diaz LA Jr, Kinzler KW. Cancer genome landscapes. Science. 2013 Mar 29;339(6127):1546-58. doi: 10.1126/science.1235122.
    • Guo S, Diep D, Plongthongkum N, Fung HL, Zhang K, Zhang K. Identification of methylation haplotype blocks aids in deconvolution of heterogeneous tissue samples and tumor tissue-of-origin mapping from plasma DNA. Nat Genet. 2017 Apr;49(4):635-642. doi: 10.1038/ng.3805. Epub 2017 Mar 6.
    • Johnson DA, Barclay RL, Mergener K, Weiss G, Konig T, Beck J, Potter NT. Plasma Septin9 versus fecal immunochemical testing for colorectal cancer screening: a prospective multicenter study. PLoS One. 2014 Jun 5;9(6):e98238. doi: 10.1371/journal.pone.0098238. eCollection 2014.
    • Church TR, Wandell M, Lofton-Day C, Mongin SJ, Burger M, Payne SR, Castanos-Velez E, Blumenstein BA, Rosch T, Osborn N, Snover D, Day RW, Ransohoff DF; PRESEPT Clinical Study Steering Committee, Investigators and Study Team. Prospective evaluation of methylated SEPT9 in plasma for detection of asymptomatic colorectal cancer. Gut. 2014 Feb;63(2):317-25. doi: 10.1136/gutjnl-2012-304149. Epub 2013 Feb 13.
    • Ilse P, Biesterfeld S, Pomjanski N, Wrobel C, Schramm M. Analysis of SHOX2 methylation as an aid to cytology in lung cancer diagnosis. Cancer Genomics Proteomics. 2014 Sep-Oct;11(5):251-8.
    • 肺癌筛查与管理中国专家共识. 国际呼吸杂志. 2019;(21):1604-1605-1606-1607-1608-1609-1610-1611-1612-1613-1614-1615.
    • Liu M, Klein E, Hubbell E, et al. Plasma cell-free DNA (cfDNA) assays for early multi-cancer detection: the circulating cell-free genome atlas (CCGA) study. Annals of Oncology. 2018;29:viii14.
    • Liu MC, Oxnard GR, Klein EA, Swanton C, Seiden MV; CCGA Consortium. Sensitive and specific multi-cancer detection and localization using methylation signatures in cell-free DNA. Ann Oncol. 2020 Jun;31(6):745-759. doi: 10.1016/j.annonc.2020.02.011. Epub 2020 Mar 30.
    • Eissa MAL, Lerner L, Abdelfatah E, Shankar N, Canner JK, Hasan NM, Yaghoobi V, Huang B, Kerner Z, Takaesu F, Wolfgang C, Kwak R, Ruiz M, Tam M, Pisanic TR 2nd, Iacobuzio-Donahue CA, Hruban RH, He J, Wang TH, Wood LD, Sharma A, Ahuja N. Promoter methylation of ADAMTS1 and BNC1 as potential biomarkers for early detection of pancreatic cancer in blood. Clin Epigenetics. 2019 Apr 5;11(1):59. doi: 10.1186/s13148-019-0650-0.
    • Singh N, Rashid S, Rashid S, Dash NR, Gupta S, Saraya A. Clinical significance of promoter methylation status of tumor suppressor genes in circulating DNA of pancreatic cancer patients. J Cancer Res Clin Oncol. 2020 Apr;146(4):897-907. doi: 10.1007/s00432-020-03169-y. Epub 2020 Mar 7.
    • Henriksen SD, Stubbe BE, Madsen PH, Johansen JS, Jensen BV, Hansen CP, Johansen MN, Pedersen IS, Krarup H, Thorlacius-Ussing O. Cell-free DNA promoter hypermethylation as a diagnostic marker for pancreatic ductal adenocarcinoma - An external validation study. Pancreatology. 2021 May 8:S1424-3903(21)00154-X. doi: 10.1016/j.pan.2021.05.003. Online ahead of print.
    • Shen Q, Polom K, Williams C, de Oliveira FMS, Guergova-Kuras M, Lisacek F, Karlsson NG, Roviello F, Kamali-Moghaddam M. A targeted proteomics approach reveals a serum protein signature as diagnostic biomarker for resectable gastric cancer. EBioMedicine. 2019 Jun;44:322-333. doi: 10.1016/j.ebiom.2019.05.044. Epub 2019 May 28.
    • Yu J, Ploner A, Kordes M, Lohr M, Nilsson M, de Maturana MEL, Estudillo L, Renz H, Carrato A, Molero X, Real FX, Malats N, Ye W. Plasma protein biomarkers for early detection of pancreatic ductal adenocarcinoma. Int J Cancer. 2021 Apr 15;148(8):2048-2058. doi: 10.1002/ijc.33464. Epub 2021 Jan 15.
    • Lindgaard SC, Sztupinszki Z, Maag E, Chen IM, Johansen AZ, Jensen BV, Bojesen SE, Nielsen DL, Hansen CP, Hasselby JP, Nielsen KR, Szallasi Z, Johansen JS. Circulating Protein Biomarkers for Use in Pancreatic Ductal Adenocarcinoma Identification. Clin Cancer Res. 2021 May 1;27(9):2592-2603. doi: 10.1158/1078-0432.CCR-20-4215. Epub 2021 Mar 18.
    • Fehlmann T, Kahraman M, Ludwig N, Backes C, Galata V, Keller V, Geffers L, Mercaldo N, Hornung D, Weis T, Kayvanpour E, Abu-Halima M, Deuschle C, Schulte C, Suenkel U, von Thaler AK, Maetzler W, Herr C, Fahndrich S, Vogelmeier C, Guimaraes P, Hecksteden A, Meyer T, Metzger F, Diener C, Deutscher S, Abdul-Khaliq H, Stehle I, Haeusler S, Meiser A, Groesdonk HV, Volk T, Lenhof HP, Katus H, Balling R, Meder B, Kruger R, Huwer H, Bals R, Meese E, Keller A. Evaluating the Use of Circulating MicroRNA Profiles for Lung Cancer Detection in Symptomatic Patients. JAMA Oncol. 2020 May 1;6(5):714-723. doi: 10.1001/jamaoncol.2020.0001.
    • So JBY, Kapoor R, Zhu F, Koh C, Zhou L, Zou R, Tang YC, Goo PCK, Rha SY, Chung HC, Yoong J, Yap CT, Rao J, Chia CK, Tsao S, Shabbir A, Lee J, Lam KP, Hartman M, Yong WP, Too HP, Yeoh KG. Development and validation of a serum microRNA biomarker panel for detecting gastric cancer in a high-risk population. Gut. 2021 May;70(5):829-837. doi: 10.1136/gutjnl-2020-322065. Epub 2020 Oct 7.
    • Haber DA, Velculescu VE. Blood-based analyses of cancer: circulating tumor cells and circulating tumor DNA. Cancer Discov. 2014 Jun;4(6):650-61. doi: 10.1158/2159-8290.CD-13-1014. Epub 2014 May 6.
    • Dawson SJ, Tsui DW, Murtaza M, Biggs H, Rueda OM, Chin SF, Dunning MJ, Gale D, Forshew T, Mahler-Araujo B, Rajan S, Humphray S, Becq J, Halsall D, Wallis M, Bentley D, Caldas C, Rosenfeld N. Analysis of circulating tumor DNA to monitor metastatic breast cancer. N Engl J Med. 2013 Mar 28;368(13):1199-209. doi: 10.1056/NEJMoa1213261. Epub 2013 Mar 13.
    • Abbosh C, Birkbak NJ, Wilson GA, Jamal-Hanjani M, Constantin T, Salari R, Le Quesne J, Moore DA, Veeriah S, Rosenthal R, Marafioti T, Kirkizlar E, Watkins TBK, McGranahan N, Ward S, Martinson L, Riley J, Fraioli F, Al Bakir M, Gronroos E, Zambrana F, Endozo R, Bi WL, Fennessy FM, Sponer N, Johnson D, Laycock J, Shafi S, Czyzewska-Khan J, Rowan A, Chambers T, Matthews N, Turajlic S, Hiley C, Lee SM, Forster MD, Ahmad T, Falzon M, Borg E, Lawrence D, Hayward M, Kolvekar S, Panagiotopoulos N, Janes SM, Thakrar R, Ahmed A, Blackhall F, Summers Y, Hafez D, Naik A, Ganguly A, Kareht S, Shah R, Joseph L, Marie Quinn A, Crosbie PA, Naidu B, Middleton G, Langman G, Trotter S, Nicolson M, Remmen H, Kerr K, Chetty M, Gomersall L, Fennell DA, Nakas A, Rathinam S, Anand G, Khan S, Russell P, Ezhil V, Ismail B, Irvin-Sellers M, Prakash V, Lester JF, Kornaszewska M, Attanoos R, Adams H, Davies H, Oukrif D, Akarca AU, Hartley JA, Lowe HL, Lock S, Iles N, Bell H, Ngai Y, Elgar G, Szallasi Z, Schwarz RF, Herrero J, Stewart A, Quezada SA, Peggs KS, Van Loo P, Dive C, Lin CJ, Rabinowitz M, Aerts HJWL, Hackshaw A, Shaw JA, Zimmermann BG; TRACERx consortium; PEACE consortium; Swanton C. Phylogenetic ctDNA analysis depicts early-stage lung cancer evolution. Nature. 2017 Apr 26;545(7655):446-451. doi: 10.1038/nature22364.
    • Cree IA, Uttley L, Buckley Woods H, Kikuchi H, Reiman A, Harnan S, Whiteman BL, Philips ST, Messenger M, Cox A, Teare D, Sheils O, Shaw J; UK Early Cancer Detection Consortium. The evidence base for circulating tumour DNA blood-based biomarkers for the early detection of cancer: a systematic mapping review. BMC Cancer. 2017 Oct 23;17(1):697. doi: 10.1186/s12885-017-3693-7.
    • Cohen JD, Javed AA, Thoburn C, Wong F, Tie J, Gibbs P, Schmidt CM, Yip-Schneider MT, Allen PJ, Schattner M, Brand RE, Singhi AD, Petersen GM, Hong SM, Kim SC, Falconi M, Doglioni C, Weiss MJ, Ahuja N, He J, Makary MA, Maitra A, Hanash SM, Dal Molin M, Wang Y, Li L, Ptak J, Dobbyn L, Schaefer J, Silliman N, Popoli M, Goggins MG, Hruban RH, Wolfgang CL, Klein AP, Tomasetti C, Papadopoulos N, Kinzler KW, Vogelstein B, Lennon AM. Combined circulating tumor DNA and protein biomarker-based liquid biopsy for the earlier detection of pancreatic cancers. Proc Natl Acad Sci U S A. 2017 Sep 19;114(38):10202-10207. doi: 10.1073/pnas.1704961114. Epub 2017 Sep 5.
    • Cohen JD, Li L, Wang Y, Thoburn C, Afsari B, Danilova L, Douville C, Javed AA, Wong F, Mattox A, Hruban RH, Wolfgang CL, Goggins MG, Dal Molin M, Wang TL, Roden R, Klein AP, Ptak J, Dobbyn L, Schaefer J, Silliman N, Popoli M, Vogelstein JT, Browne JD, Schoen RE, Brand RE, Tie J, Gibbs P, Wong HL, Mansfield AS, Jen J, Hanash SM, Falconi M, Allen PJ, Zhou S, Bettegowda C, Diaz LA Jr, Tomasetti C, Kinzler KW, Vogelstein B, Lennon AM, Papadopoulos N. Detection and localization of surgically resectable cancers with a multi-analyte blood test. Science. 2018 Feb 23;359(6378):926-930. doi: 10.1126/science.aar3247. Epub 2018 Jan 18.