Cancer biomarkers: can we turn recent failures into success?
Disease biomarkers are used widely in medicine. But very few biomarkers are useful for cancer diagnosis and monitoring. Over the past 15 years, major investments have been made to discover and validate cancer biomarkers. Despite such investments, no new major cancer biomarkers have been approved for clinical use for at least 25 years. In the last decade, many reports have described new cancer biomarkers that promised to revolutionize the diagnosis of cancer and the management of cancer patients. However, many initially promising biomarkers have not been validated for clinical use. In this commentary, a plethora of parameters before sample analysis, during sample analysis, and after sample analysis that can complicate biomarker discovery and validation and lead to "false discovery" are discussed. Several examples of biomarker discoveries that were published in high-profile journals are also presented, as well as why they were not validated and the lessons learned from these false discoveries, so that similar mistakes can be avoided in the future.
Diamandis
Eleftherios P
EP
Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, 60 Murray St, Rm L6-201, Toronto, ON, Canada M5T 3L9. ediamandis@mtsinai.on.ca
D000818:Animals; D000951:Antigens, Neoplasm / Q000097:blood; D014408:Biomarkers, Tumor / Q000097:blood* / Q000378:metabolism; D018394:CA-125 Antigen / Q000097:blood; D002986:Clinical Trials as Topic; D005260:Female; D006801:Humans; D008246:Lysophospholipids / Q000097:blood; D008297:Male; D008403:Mass Screening / Q000379:methods; D013058:Mass Spectrometry; D009369:Neoplasms / Q000097:blood* / Q000175:diagnosis* / Q000378:metabolism; D019906:Nuclear Magnetic Resonance, Biomolecular; D053495:Osteopontin / Q000097:blood; D010051:Ovarian Neoplasms / Q000097:blood / Q000175:diagnosis; D011237:Predictive Value of Tests; D011379:Prognosis; D011471:Prostatic Neoplasms / Q000097:blood / Q000175:diagnosis; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity; D054928:Validation Studies as Topic
D000951:Antigens, Neoplasm; D014408:Biomarkers, Tumor; D018394:CA-125 Antigen; D008246:Lysophospholipids; C542166:early prostate cancer antigen-2, human; D053495:Osteopontin; C032881:lysophosphatidic acid