Prospective evaluation of 92 serum protein biomarkers for early detection of ovarian cancer

被引:32
作者
Mukama, Trasias [1 ]
Fortner, Renee Turzanski [1 ]
Katzke, Verena [1 ]
Hynes, Lucas Cory [1 ]
Petrera, Agnese [2 ]
Hauck, Stefanie M. [2 ]
Johnson, Theron [1 ]
Schulze, Matthias [3 ,4 ]
Schiborn, Catarina [3 ]
Rostgaard-Hansen, Agnetha Linn [5 ]
Tjonneland, Anne [5 ]
Overvad, Kim [6 ]
Perez, Maria Jose Sanchez [7 ,8 ,9 ,10 ]
Crous-Bou, Marta [11 ,12 ]
Chirlaque, Maria-Dolores [9 ,13 ]
Amiano, Pilar [9 ,14 ,15 ]
Ardanaz, Eva [9 ,16 ,17 ]
Watts, Eleanor L. [18 ]
Travis, Ruth C. [18 ]
Sacerdote, Carlotta [19 ]
Grioni, Sara [20 ]
Masala, Giovanna [21 ]
Signoriello, Simona [22 ]
Tumino, Rosario [23 ]
Gram, Inger T. [24 ]
Sandanger, Torkjel M. [24 ]
Sartor, Hanna [25 ]
Lundin, Eva [26 ]
Idahl, Annika [27 ]
Heath, Alicia K. [28 ]
Dossus, Laure [29 ]
Weiderpass, Elisabete [30 ]
Kaaks, Rudolf [1 ]
机构
[1] German Canc Res Ctr, Div Canc Epidemiol, Heidelberg, Germany
[2] German Ctr Environm Hlth, Res Unit Prot Sci, Helmholtz Zentrum Munchen, Neuherberg, Germany
[3] German Inst Human Nutr Potsdam Rehbrucke, Dept Mol Epidemiol, Nuthetal, Germany
[4] Univ Potsdam, Inst Nutr Sci, Potsdam, Germany
[5] Danish Canc Soc Res Ctr, Diet Genes & Environm, Strandboulevarden 49, DK-2100 Copenhagen, Denmark
[6] Aarhus Univ, Dept Publ Hlth, Bartholins Alle 2, DK-8000 Aarhus C, Denmark
[7] Escuela Andaluza Salud Publ EASP, Granada, Spain
[8] Inst Invest Biosanitaria ibsGRANADA, Granada, Spain
[9] CIBER Epidemiol & Publ Hlth CIBERESP, Madrid, Spain
[10] Univ Granada, Dept Prevent Med & Publ Hlth, Granada, Spain
[11] Catalan Inst Oncol ICO, Unit Nutr & Canc, Canc Epidemiol Res Program, Bellvitge Biomed Res Inst IDIBELL, Barcelona 08908, Spain
[12] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
[13] Murcia Univ, Reg Hlth Council, Dept Epidemiol, IMIB Arrixaca, Murcia, Spain
[14] Minist Hlth Basque Govt, Sub Directorate Publ Hlth & Addict Gipuzkoa, San Sebastian, Spain
[15] Biodonostia Hlth Res Inst, Grp Epidemiol Chron & Communicable Dis, San Sebastian, Spain
[16] Navarra Publ Hlth Inst, Pamplona, Spain
[17] Navarra Inst Hlth Res, IdiSNA, Pamplona, Spain
[18] Univ Oxford, Nuffield Dept Populat Hlth, Canc Epidemiol Unit, Oxford OX3 7LF, England
[19] Citta Salute & Sci Univ Hosp, Unit Canc Epidemiol, Via Santena 7, I-10126 Turin, Italy
[20] Fdn IRCCS Ist Nazl Tumori Milano, Epidemiol & Prevent Unit, Milan, Italy
[21] Inst Canc Res Prevent & Clin Network ISPRO, Florence, Italy
[22] Vanvitelli Univ, Dipartimento Salute Mentale & Fis & Med Prevent, Naples, Italy
[23] Prov Hlth Author ASP 7, Canc Registry & Histopathol Dept, Ragusa, Italy
[24] UiT Arctic Univ Norway, Fac Hlth Sci, Dept Community Med, N-9037 Tromso, Norway
[25] Lund Univ, Skane Univ Hosp, Dept Med Imaging & Physiol, Diagnost Radiol, Malmo, Sweden
[26] Umea Univ, Dept Med Biosci, Pathol, Umea, Sweden
[27] Umea Univ, Dept Clin Sci, Obstet & Gynecol, Umea, Sweden
[28] Imperial Coll London, Sch Publ Hlth, Dept Epidemiol & Biostat, London, England
[29] WHO, Nutr & Metab Branch, Int Agcy Res Canc, Lyon, France
[30] WHO, Int Agcy Res Canc, Lyon, France
基金
英国医学研究理事会; 瑞典研究理事会;
关键词
TRIAL;
D O I
10.1038/s41416-021-01697-z
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background CA125 is the best available yet insufficiently sensitive biomarker for early detection of ovarian cancer. There is a need to identify novel biomarkers, which individually or in combination with CA125 can achieve adequate sensitivity and specificity for the detection of earlier-stage ovarian cancer. Methods In the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort, we measured serum levels of 92 preselected proteins for 91 women who had blood sampled <= 18 months prior to ovarian cancer diagnosis, and 182 matched controls. We evaluated the discriminatory performance of the proteins as potential early diagnostic biomarkers of ovarian cancer. Results Nine of the 92 markers; CA125, HE4, FOLR1, KLK11, WISP1, MDK, CXCL13, MSLN and ADAM8 showed an area under the ROC curve (AUC) of >= 0.70 for discriminating between women diagnosed with ovarian cancer and women who remained cancer-free. All, except ADAM8, had shown at least equal discrimination in previous case-control comparisons. The discrimination of the biomarkers, however, was low for the lag-time of >9-18 months and paired combinations of CA125 with any of the 8 markers did not improve discrimination compared to CA125 alone. Conclusion Using pre-diagnostic serum samples, this study identified markers with good discrimination for the lag-time of 0-9 months. However, the discrimination was low in blood samples collected more than 9 months prior to diagnosis, and none of the markers showed major improvement in discrimination when added to CA125.
引用
收藏
页码:1301 / 1309
页数:9
相关论文
共 27 条
[1]   Assessing Lead Time of Selected Ovarian Cancer Biomarkers: A Nested Case-Control Study [J].
Anderson, Garnet L. ;
McIntosh, Martin ;
Wu, Lieling ;
Barnett, Matt ;
Goodman, Gary ;
Thorpe, Jason D. ;
Bergan, Lindsay ;
Thornquist, Mark D. ;
Scholler, Nathalie ;
Kim, Nam ;
O'Briant, Kathy ;
Drescher, Charles ;
Urban, Nicole .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2010, 102 (01) :26-38
[2]   Homogenous 96-Plex PEA Immunoassay Exhibiting High Sensitivity, Specificity, and Excellent Scalability [J].
Assarsson, Erika ;
Lundberg, Martin ;
Holmquist, Goeran ;
Bjoerkesten, Johan ;
Thorsen, Stine Bucht ;
Ekman, Daniel ;
Eriksson, Anna ;
Dickens, Emma Rennel ;
Ohlsson, Sandra ;
Edfeldt, Gabriella ;
Andersson, Ann-Catrin ;
Lindstedt, Patrik ;
Stenvang, Jan ;
Gullberg, Mats ;
Fredriksson, Simon .
PLOS ONE, 2014, 9 (04)
[3]   A multiplex platform for the identification of ovarian cancer biomarkers [J].
Boylan, Kristin L. M. ;
Geschwind, Kate ;
Koopmeiners, Joseph S. ;
Geller, Melissa A. ;
Starr, Timothy K. ;
Skubitz, Amy P. N. .
CLINICAL PROTEOMICS, 2017, 14
[4]  
Cohen Joshua G, 2014, World J Biol Chem, V5, P286, DOI 10.4331/wjbc.v5.i3.286
[5]   Ovarian Cancer Biomarker Performance in Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial Specimens [J].
Cramer, Daniel W. ;
Bast, Robert C., Jr. ;
Berg, Christine D. ;
Diamandis, Eleftherios P. ;
Godwin, Andrew K. ;
Hartge, Patricia ;
Lokshin, Anna E. ;
Lu, Karen H. ;
McIntosh, Martin W. ;
Mor, Gil ;
Patriotis, Christos ;
Pinsky, Paul F. ;
Thornquist, Mark D. ;
Scholler, Nathalie ;
Skates, Steven J. ;
Sluss, Patrick M. ;
Srivastava, Sudhir ;
Ward, David C. ;
Zhang, Zhen ;
Zhu, Claire S. ;
Urban, Nicole .
CANCER PREVENTION RESEARCH, 2011, 4 (03) :365-374
[6]   Nectin 4 Overexpression in Ovarian Cancer Tissues and Serum [J].
DeRycke, Melissa S. ;
Pambuccian, Stefan E. ;
Gilks, C. Blake ;
Kalloger, Steve E. ;
Ghidouche, Abderrezak ;
Lopez, Marc ;
Bliss, Robin L. ;
Geller, Melissa A. ;
Argenta, Peter A. ;
Harrington, Katherine M. ;
Skubitz, Amy P. N. .
AMERICAN JOURNAL OF CLINICAL PATHOLOGY, 2010, 134 (05) :835-845
[7]   Human kallikrein 11:: an indicator of favorable prognosis in ovarian cancer patients [J].
Diamandis, EP ;
Borgoño, CA ;
Scorilas, A ;
Harbeck, N ;
Dom, J ;
Schmitt, M .
CLINICAL BIOCHEMISTRY, 2004, 37 (09) :823-829
[8]   Role of folate receptor genes in reproduction and related cancers [J].
Elnakat, H ;
Ratnam, M .
FRONTIERS IN BIOSCIENCE-LANDMARK, 2006, 11 :506-519
[9]   High throughput proteomics identifies a high-accuracy 11 plasma protein biomarker signature for ovarian cancer [J].
Enroth, Stefan ;
Berggrund, Malin ;
Lycke, Maria ;
Broberg, John ;
Lundberg, Martin ;
Assarsson, Erika ;
Olovsson, Matts ;
Stalberg, Karin ;
Sundfeldt, Karin ;
Gyllensten, Ulf .
COMMUNICATIONS BIOLOGY, 2019, 2 (1)
[10]   A two-step strategy for identification of plasma protein biomarkers for endometrial and ovarian cancer [J].
Enroth, Stefan ;
Berggrund, Malin ;
Lycke, Maria ;
Lundberg, Martin ;
Assarsson, Erika ;
Olovsson, Matts ;
Stalberg, Karin ;
Sundfeldt, Karin ;
Gyllensten, Ulf .
CLINICAL PROTEOMICS, 2018, 15