© 2001 by Oxford University Press
Journal of the National Cancer Institute, Vol. 93, No. 14, 1054-1061,
July 18, 2001
© 2001 Oxford University Press
COMMENTARY |
Phases of Biomarker Development for Early Detection of Cancer
Affiliations of authors: M. S. Pepe, Department of Biostatistics, University of Washington, and Fred Hutchinson Cancer Research Center, Seattle; M. L. Thompson, Department of Biostatistics, University of Washington; R. Etzioni, Z. Feng, J. D. Potter, M. Thornquist, M. Winget, Y. Yasui, Fred Hutchinson Cancer Research Center.
Correspondence to: Margaret Sullivan Pepe, Ph.D., Department of Biostatistics, University of Washington, Box 357232, Seattle, WA 981957232 (e-mail: mspepe@u.washington.edu).
| 1) INTRODUCTION |
|---|
Recent developments in such areas of research as gene-expression microarrays, proteomics, and immunology offer new approaches to cancer screening (1). The surge in research to develop cancer-screening biomarkers prompted the establishment of the Early Detection Research Network (EDRN) by the National Cancer Institute (2). The purpose of the EDRN is to coordinate research among biomarker-development laboratories, biomarker-validation laboratories, clinical repositories, and population-screening programs. By coordination of research efforts, the hope is to facilitate collaboration and to promote efficiency and rigor in research.
With the goals of the EDRN in mind, the purpose of this commentary is to define a formal structure to guide the process of biomarker development. We categorize the development into five phases that a biomarker needs to pass through to produce a useful population-screening tool. The phases of research are generally ordered according to the strength of evidence that each provides in favor
| 2) OBJECTIVES OF POPULATION SCREENING |
|---|
| 3) FIVE PHASES OF SCREENING BIOMARKER DEVELOPMENT |
|---|
3.1) Phase 1Preclinical Exploratory Studies
Primary Aims Specimen Selection Primary Outcome Measures Evaluation of Study Results Sample Sizes 3.2) Phase 2Clinical Assay Development for Clinical Disease
Primary Aim Secondary Aims Specimen Selection Primary Outcome Measure Evaluation of Study Results Sample Sizes 3.3) Phase 3Retrospective Longitudinal Repository Studies
Primary Aims Secondary Aims Specimen Selection Primary Outcome Measure Evaluation of Study Results: an Example Sample Sizes 3.4) Phase 4Prospective Screening Studies
Primary Aim Secondary Aims Subject Selection Primary Outcome Measure Evaluation of Study Results Sample Size 3.5) Phase 5Cancer Control Studies
Primary Aim Secondary Aims Subject Selection Primary Outcome Measure Evaluation of Study Results Sample Size
| 4) DISCUSSION |
|---|
| NOTES |
|---|
| REFERENCES |
|---|
This article has been cited by other articles:
![]() |
Y. Huang and M. S. Pepe Semiparametric methods for evaluating risk prediction markers in case-control studies Biometrika, December 1, 2009; 96(4): 991 - 997. [Abstract] [PDF] |
||||
![]() |
L. Ge, D. Baskic, P. Basse, L. Vujanovic, S. Unlu, T. Yoneyama, A. Vujanovic, J. Han, D. Bankovic, M. J. Szczepanski, et al. Sheddase Activity of Tumor Necrosis Factor-{alpha} Converting Enzyme Is Increased and Prognostically Valuable in Head and Neck Cancer Cancer Epidemiol. Biomarkers Prev., November 1, 2009; 18(11): 2913 - 2922. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. J. Archer, V. R. Mas, K. David, D. G. Maluf, K. Bornstein, and R. A. Fisher Identifying Genes for Establishing a Multigenic Test for Hepatocellular Carcinoma Surveillance in Hepatitis C Virus-Positive Cirrhotic Patients Cancer Epidemiol. Biomarkers Prev., November 1, 2009; 18(11): 2929 - 2932. [Abstract] [Full Text] [PDF] |
||||
![]() |
I. Y. Cheung and N.-K. V. Cheung Clin. Cancer Res., November 1, 2009; 15(21): 6743 - 6743. [Full Text] [PDF] |
||||
![]() |
L. L. Tang and A. Liu Sample size recalculation in sequential diagnostic trials Biostat., October 12, 2009; (2009) kxp044v1. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. Wang, J. Chen, P. Chang, A. LeBlanc, D. Li, J. L. Abbruzzesse, M. L. Frazier, A. M. Killary, and S. Sen MicroRNAs in Plasma of Pancreatic Ductal Adenocarcinoma Patients as Novel Blood-Based Biomarkers of Disease Cancer Prevention Research, September 1, 2009; 2(9): 807 - 813. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. G. Baker Improving the Biomarker Pipeline to Develop and Evaluate Cancer Screening Tests J Natl Cancer Inst, August 19, 2009; 101(16): 1116 - 1119. [Abstract] [Full Text] [PDF] |
||||
![]() |
I. Horvath, Z. Lazar, N. Gyulai, M. Kollai, and G. Losonczy Exhaled biomarkers in lung cancer Eur. Respir. J., July 1, 2009; 34(1): 261 - 275. [Abstract] [Full Text] [PDF] |
||||
![]() |
S.-W. Guo Recurrence of endometriosis and its control Hum. Reprod. Update, July 1, 2009; 15(4): 441 - 461. [Abstract] [Full Text] [PDF] |
||||
![]() |
H. Janes and M. S. Pepe Adjusting for covariate effects on classification accuracy using the covariate-adjusted receiver operating characteristic curve Biometrika, June 1, 2009; 96(2): 371 - 382. [Abstract] [PDF] |
||||
![]() |
G. M. Fiedler, A. B. Leichtle, J. Kase, S. Baumann, U. Ceglarek, K. Felix, T. Conrad, H. Witzigmann, A. Weimann, C. Schutte, et al. Serum Peptidome Profiling Revealed Platelet Factor 4 as a Potential Discriminating Peptide Associated with Pancreatic Cancer Clin. Cancer Res., June 1, 2009; 15(11): 3812 - 3819. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. G. Paulson, C. C. Maley, X. Li, H. Li, C. A. Sanchez, D. L. Chao, R. D. Odze, T. L. Vaughan, P. L. Blount, and B. J. Reid Chromosomal Instability and Copy Number Alterations in Barrett's Esophagus and Esophageal Adenocarcinoma Clin. Cancer Res., May 15, 2009; 15(10): 3305 - 3314. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Schapher, O. Wendler, M. Groschl, R. Schafer, H. Iro, and J. Zenk Salivary Leptin as a Candidate Diagnostic Marker in Salivary Gland Tumors Clin. Chem., May 1, 2009; 55(5): 914 - 922. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. Ocak, P. Chaurand, and P. P. Massion Mass Spectrometry-based Proteomic Profiling of Lung Cancer Proceedings of the ATS, April 15, 2009; 6(2): 159 - 170. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Betsou, R. Barnes, T. Burke, D. Coppola, Y. DeSouza, J. Eliason, B. Glazer, D. Horsfall, C. Kleeberger, S. Lehmann, et al. Human Biospecimen Research: Experimental Protocol and Quality Control Tools Cancer Epidemiol. Biomarkers Prev., April 1, 2009; 18(4): 1017 - 1025. [Full Text] [PDF] |
||||
![]() |
B. Lumbreras, L. A. Parker, M. Porta, M. Pollan, J. P.A. Ioannidis, and I. Hernandez-Aguado Overinterpretation of Clinical Applicability in Molecular Diagnostic Research Clin. Chem., April 1, 2009; 55(4): 786 - 794. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. M. Norris, M. Gentry, D. M. Peehl, R. D'Agostino Jr., and K. D. Scarpinato The Elevated Expression of a Mismatch Repair Protein Is a Predictor for Biochemical Recurrence After Radical Prostatectomy Cancer Epidemiol. Biomarkers Prev., January 1, 2009; 18(1): 57 - 64. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. M. Steinberg, J. Fine, and R. Chappell Sample size for positive and negative predictive value in diagnostic research using case-control designs Biostat., January 1, 2009; 10(1): 94 - 105. [Abstract] [Full Text] [PDF] |
||||
![]() |
W. Gu and M. S. Pepe Estimating the capacity for improvement in risk prediction with a marker Biostat., January 1, 2009; 10(1): 172 - 186. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. Soreide Receiver-operating characteristic curve analysis in diagnostic, prognostic and predictive biomarker research J. Clin. Pathol., January 1, 2009; 62(1): 1 - 5. [Full Text] [PDF] |
||||
![]() |
G. Sardana, B. Dowell, and E. P. Diamandis Emerging Biomarkers for the Diagnosis and Prognosis of Prostate Cancer Clin. Chem., December 1, 2008; 54(12): 1951 - 1960. [Abstract] [Full Text] [PDF] |
||||
![]() |
X. Li, P. C. Galipeau, C. A. Sanchez, P. L. Blount, C. C. Maley, J. Arnaudo, D. A. Peiffer, D. Pokholok, K. L. Gunderson, and B. J. Reid Single Nucleotide Polymorphism-Based Genome-Wide Chromosome Copy Change, Loss of Heterozygosity, and Aneuploidy in Barrett's Esophagus Neoplastic Progression Cancer Prevention Research, November 1, 2008; 1(6): 413 - 423. [Abstract] [Full Text] [PDF] |
||||
![]() |
I. Wu and C. R. Parikh Screening for Kidney Diseases: Older Measures versus Novel Biomarkers Clin. J. Am. Soc. Nephrol., November 1, 2008; 3(6): 1895 - 1901. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. S. Pepe, Z. Feng, H. Janes, P. M. Bossuyt, and J. D. Potter Pivotal Evaluation of the Accuracy of a Biomarker Used for Classification or Prediction: Standards for Study Design J Natl Cancer Inst, October 15, 2008; 100(20): 1432 - 1438. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. F. Ransohoff The Process to Discover and Develop Biomarkers for Cancer: A Work in Progress J Natl Cancer Inst, October 15, 2008; 100(20): 1419 - 1420. [Full Text] [PDF] |
||||
![]() |
S. Hu, M. Arellano, P. Boontheung, J. Wang, H. Zhou, J. Jiang, D. Elashoff, R. Wei, J. A. Loo, and D. T. Wong Salivary Proteomics for Oral Cancer Biomarker Discovery Clin. Cancer Res., October 1, 2008; 14(19): 6246 - 6252. [Abstract] [Full Text] [PDF] |
||||
![]() |
W. Whiteley, M.-C. Tseng, and P. Sandercock Blood Biomarkers in the Diagnosis of Ischemic Stroke: A Systematic Review Stroke, October 1, 2008; 39(10): 2902 - 2909. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. Srivastava, J. W. Gray, B. J. Reid, O. Grad, A. Greenwood, E. T. Hawk, and for the Translational Research Working Group Translational Research Working Group Developmental Pathway for Biospecimen-Based Assessment Modalities Clin. Cancer Res., September 15, 2008; 14(18): 5672 - 5677. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. M. Sturgeon, B. R. Hoffman, D. W. Chan, S.-L. Ch'ng, E. Hammond, D. F. Hayes, L. A. Liotta, E. F. Petricoin, M. Schmitt, O. J. Semmes, et al. National Academy of Clinical Biochemistry Laboratory Medicine Practice Guidelines for Use of Tumor Markers in Clinical Practice: Quality Requirements Clin. Chem., August 1, 2008; 54(8): e1 - e10. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. di Pietro, C. J. Peters, and R. C. Fitzgerald Clinical puzzle: Barrett's oesophagus Dis. Model. Mech., July 1, 2008; 1(1): 26 - 31. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Wei, J. Wang, W. Liao, B. G. Zimmermann, D. T. Wong, and C.-M. Ho Electrochemical detection of low-copy number salivary RNA based on specific signal amplification with a hairpin probe Nucleic Acids Res., June 1, 2008; 36(11): e65 - e65. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. Beane, P. Sebastiani, T. H. Whitfield, K. Steiling, Y.-M. Dumas, M. E. Lenburg, and A. Spira A Prediction Model for Lung Cancer Diagnosis that Integrates Genomic and Clinical Features Cancer Prevention Research, June 1, 2008; 1(1): 56 - 64. [Abstract] [Full Text] [PDF] |
||||
![]() |
P. Maruvada and S. Srivastava Joint National Cancer Institute-Food and Drug Administration Workshop on Research Strategies, Study Designs, and Statistical Approaches to Biomarker Validation for Cancer Diagnosis and Detection Am. Assoc. Cancer Res. Educ. Book, April 12, 2008; 2008(1): 239 - 247. [Abstract] [Full Text] [PDF] |
||||
![]() |
G. Tarafa, D. Tuck, D. Ladner, M. Topazian, R. Brand, C. Deters, V. Moreno, G. Capella, H. Lynch, P. Lizardi, et al. Mutational load distribution analysis yields metrics reflecting genetic instability during pancreatic carcinogenesis PNAS, March 18, 2008; 105(11): 4306 - 4311. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. Cummings, C. Hodgkinson, R. Odedra, P. Sini, S. P. Heaton, K. E. Mundt, T. H. Ward, R. W. Wilkinson, J. Growcott, A. Hughes, et al. Preclinical evaluation of M30 and M65 ELISAs as biomarkers of drug induced tumor cell death and antitumor activity Mol. Cancer Ther., March 1, 2008; 7(3): 455 - 463. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. G. Coca and C. R. Parikh Urinary Biomarkers for Acute Kidney Injury: Perspectives on Translation Clin. J. Am. Soc. Nephrol., March 1, 2008; 3(2): 481 - 490. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. A. Powell Waiting to Exhale Am. J. Respir. Crit. Care Med., February 1, 2008; 177(3): 246 - 247. [Full Text] [PDF] |
||||
![]() |
D. McLerran, W. E. Grizzle, Z. Feng, I. M. Thompson, W. L. Bigbee, L. H. Cazares, D. W. Chan, J. Dahlgren, J. Diaz, J. Kagan, et al. SELDI-TOF MS Whole Serum Proteomic Profiling with IMAC Surface Does Not Reliably Detect Prostate Cancer Clin. Chem., January 1, 2008; 54(1): 53 - 60. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. C. Becker Emerging Paradigms, Platforms, and Unifying Themes in Biomarker Science J. Am. Coll. Cardiol., October 30, 2007; 50(18): 1777 - 1780. [Full Text] [PDF] |
||||
![]() |
Z. Wang, Y.-c. I. Chang, Z. Ying, L. Zhu, and Y. Yang A parsimonious threshold-independent protein feature selection method through the area under receiver operating characteristic curve Bioinformatics, October 15, 2007; 23(20): 2788 - 2794. [Abstract] [Full Text] [PDF] |
||||
![]() |
H. Zhang and D. W. Chan Cancer Biomarker Discovery in Plasma Using a Tissue-targeted Proteomic Approach Cancer Epidemiol. Biomarkers Prev., October 1, 2007; 16(10): 1915 - 1917. [Full Text] [PDF] |
||||
![]() |
D. E. Brenner and D. P. Normolle Biomarkers for Cancer Risk, Early Detection, and Prognosis: The Validation Conundrum Cancer Epidemiol. Biomarkers Prev., October 1, 2007; 16(10): 1918 - 1920. [Full Text] [PDF] |
||||
![]() |
S. Hundt, U. Haug, and H. Brenner Blood Markers for Early Detection of Colorectal Cancer: A Systematic Review Cancer Epidemiol. Biomarkers Prev., October 1, 2007; 16(10): 1935 - 1953. [Abstract] [Full Text] [PDF] |
||||
![]() |
E. Zagorowicz and J. Jankowski Molecular changes in the progression of Barrett's oesophagus Postgrad. Med. J., August 1, 2007; 83(982): 529 - 535. [Abstract] [Full Text] [PDF] |
||||
![]() |
L. R. Rodrigues, J. A. Teixeira, F. L. Schmitt, M. Paulsson, and H. Lindmark-Mansson The Role of Osteopontin in Tumor Progression and Metastasis in Breast Cancer Cancer Epidemiol. Biomarkers Prev., June 1, 2007; 16(6): 1087 - 1097. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. Fitzgerald Molecular Tools for Predicting the Behavior of Barrett's Esophagus Am. Assoc. Cancer Res. Educ. Book, April 14, 2007; 2007(1): 133 - 138. [Full Text] [PDF] |
||||
![]() |
D. Ghosh Incorporating monotonicity into the evaluation of a biomarker Biostat., April 1, 2007; 8(2): 402 - 413. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. J. Skates, N. K. Horick, J. M. Moy, A. M. Minihan, M. V. Seiden, J. R. Marks, P. Sluss, and D. W. Cramer Pooling of Case Specimens to Create Standard Serum Sets for Screening Cancer Biomarkers Cancer Epidemiol. Biomarkers Prev., February 1, 2007; 16(2): 334 - 341. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Aivado, D. Spentzos, U. Germing, G. Alterovitz, X.-Y. Meng, F. Grall, A. A. N. Giagounidis, G. Klement, U. Steidl, H. H. Otu, et al. From the cover: Serum proteome profiling detects myelodysplastic syndromes and identifies CXC chemokine ligands 4 and 7 as markers for advanced disease PNAS, January 23, 2007; 104(4): 1307 - 1312. [Abstract] [Full Text] [PDF] |
||||
![]() |
P. Lao-Sirieix, L. Lovat, and R. C. Fitzgerald Cyclin A Immunocytology as a Risk Stratification Tool for Barrett's Esophagus Surveillance Clin. Cancer Res., January 15, 2007; 13(2): 659 - 665. [Abstract] [Full Text] [PDF] |
||||
![]() |
R C Fitzgerald Molecular basis of Barrett's oesophagus and oesophageal adenocarcinoma. Gut, December 1, 2006; 55(12): 1810 - 1820. [Full Text] [PDF] |
||||
![]() |
A. J. Vickers and E. B. Elkin Decision Curve Analysis: A Novel Method for Evaluating Prediction Models Med Decis Making, November 1, 2006; 26(6): 565 - 574. [Abstract] [PDF] |
||||
![]() |
S L Preston and J A Jankowski Drinking from the fountain of promise: biomarkers in the surveillance of Barrett's oesophagus--the glass is half full! Gut, October 1, 2006; 55(10): 1377 - 1379. [Full Text] [PDF] |
||||
![]() |
W. Zolg The Proteomic Search for Diagnostic Biomarkers: Lost in Translation? Mol. Cell. Proteomics, October 1, 2006; 5(10): 1720 - 1726. [Full Text] [PDF] |
||||
![]() |
L Murray, A Sedo, M Scott, D McManus, J M Sloan, L J Hardie, D Forman, and C P Wild TP53 and progression from Barrett's metaplasia to oesophageal adenocarcinoma in a UK population cohort Gut, October 1, 2006; 55(10): 1390 - 1397. [Abstract] [Full Text] [PDF] |
||||
![]() |
G. J. Kelloff, S. M. Lippman, A. J. Dannenberg, C. C. Sigman, H. L. Pearce, B. J. Reid, E. Szabo, V. C. Jordan, M. R. Spitz, G. B. Mills, et al. Progress in Chemoprevention Drug Development: The Promise of Molecular Biomarkers for Prevention of Intraepithelial Neoplasia and Cancer--A Plan to Move Forward Clin. Cancer Res., June 15, 2006; 12(12): 3661 - 3697. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. S Moskowitz and M. S Pepe Comparing the predictive values of diagnostic tests: sample size and analysis for paired study designs Clinical Trials, June 1, 2006; 3(3): 272 - 279. [Abstract] [PDF] |
||||
![]() |
P. Maruvada and S. Srivastava Joint national cancer institute-food and drug administration workshop on research strategies, study designs, and statistical approaches to biomarker validation for cancer diagnosis and detection. Cancer Epidemiol. Biomarkers Prev., June 1, 2006; 15(6): 1078 - 1082. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. S. Vasan Biomarkers of Cardiovascular Disease: Molecular Basis and Practical Considerations Circulation, May 16, 2006; 113(19): 2335 - 2362. [Full Text] [PDF] |
||||
![]() |
Y. Li, D. Elashoff, M. Oh, U. Sinha, M. A.R. St John, X. Zhou, E. Abemayor, and D. T. Wong Serum Circulating Human mRNA Profiling and Its Utility for Oral Cancer Detection J. Clin. Oncol., April 10, 2006; 24(11): 1754 - 1760. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. Cai, M. S. Pepe, Y. Zheng, T. Lumley, and N. S. Jenny The sensitivity and specificity of markers for event times Biostat., April 1, 2006; 7(2): 182 - 197. [Abstract] [Full Text] [PDF] |
||||
![]() |
H. Muller and H. Brenner Urine Markers as Possible Tools for Prostate Cancer Screening: Review of Performance Characteristics and Practicality Clin. Chem., April 1, 2006; 52(4): 562 - 573. [Abstract] [Full Text] [PDF] |
||||
![]() |
V. J. Wongsurawat, J. C. Finley, P. C. Galipeau, C. A. Sanchez, C. C. Maley, X. Li, P. L. Blount, R. D. Odze, P. S. Rabinovitch, and B. J. Reid Genetic Mechanisms of TP53 Loss of Heterozygosity in Barrett's Esophagus: Implications for Biomarker Validation. Cancer Epidemiol. Biomarkers Prev., March 1, 2006; 15(3): 509 - 516. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. G Baker, B. S Kramer, M. McIntosh, B. H Patterson, Y. Shyr, and S. Skates Evaluating markers for the early detection of cancer: overview of study designs and methods Clinical Trials, February 1, 2006; 3(1): 43 - 56. [Abstract] [PDF] |
||||
![]() |
M. Sanchez-Carbayo, N. D. Socci, J. J. Lozano, B. B. Haab, and C. Cordon-Cardo Profiling Bladder Cancer Using Targeted Antibody Arrays Am. J. Pathol., January 1, 2006; 168(1): 93 - 103. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. A. Alonzo Standards for Reporting Prognostic Tumor Marker Studies J. Clin. Oncol., December 20, 2005; 23(36): 9053 - 9054. [Full Text] [PDF] |
||||
![]() |
M. R. Sartippour, L. Zhang, M. Lu, H.-J. Wang, and M. N. Brooks Nipple Fluid Basic Fibroblast Growth Factor in Patients with Breast Cancer Cancer Epidemiol. Biomarkers Prev., December 1, 2005; 14(12): 2995 - 2998. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. W. Duncan and S. W. Hunsucker Proteomics as a Tool for Clinically Relevant Biomarker Discovery and Validation Experimental Biology and Medicine, December 1, 2005; 230(11): 808 - 817. [Abstract] [Full Text] [PDF] |
||||
![]() |
P. A. Gimotty, P. Van Belle, D. E. Elder, T. Murry, K. T. Montone, X. Xu, S. Hotz, S. Raines, M. E. Ming, P. Wahl, et al. Biologic and Prognostic Significance of Dermal Ki67 Expression, Mitoses, and Tumorigenicity in Thin Invasive Cutaneous Melanoma J. Clin. Oncol., November 1, 2005; 23(31): 8048 - 8056. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. C. Bast Jr., H. Lilja, N. Urban, D. L. Rimm, H. Fritsche, J. Gray, R. Veltri, G. Klee, A. Allen, N. Kim, et al. Translational Crossroads for Biomarkers Clin. Cancer Res., September 1, 2005; 11(17): 6103 - 6108. [Abstract] [Full Text] [PDF] |
||||
![]() |
N. D. Gross, J. O. Boyle, J. D. Morrow, M. K. Williams, C. S. Moskowitz, K. Subbaramaiah, A. J. Dannenberg, and A. J. Duffield-Lillico Levels of Prostaglandin E Metabolite, the Major Urinary Metabolite of Prostaglandin E2, Are Increased in Smokers Clin. Cancer Res., August 15, 2005; 11(16): 6087 - 6093. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. P. Jakupciak, P. E. Barker, W. Wang, S. Srivastava, and D. H. Atha Preparation and Characterization of Candidate Reference Materials for Telomerase Assays Clin. Chem., August 1, 2005; 51(8): 1443 - 1450. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Goggins Molecular Markers of Early Pancreatic Cancer J. Clin. Oncol., July 10, 2005; 23(20): 4524 - 4531. [Abstract] [Full Text] [PDF] |
||||
![]() |
I. M. Thompson, D. P. Ankerst, C. Chi, M. S. Lucia, P. J. Goodman, J. J. Crowley, H. L. Parnes, and C. A. Coltman Jr Operating Characteristics of Prostate-Specific Antigen in Men With an Initial PSA Level of 3.0 ng/mL or Lower JAMA, July 6, 2005; 294(1): 66 - 70. [Abstract] [Full Text] [PDF] |
||||
![]() |
W. E. Grizzle, D. G. Bostwick, H. Burke, O. W. Tawfik, D. McGregor, J. Cohn, and R. Lieberman Biomarkers in Prostate Cancer Am. Assoc. Cancer Res. Educ. Book, April 1, 2005; 2005(1): 196 - 204. [Full Text] [PDF] |
||||
![]() |
D. F. Ransohoff Lessons from Controversy: Ovarian Cancer Screening and Serum Proteomics J Natl Cancer Inst, February 16, 2005; 97(4): 315 - 319. [Abstract] [Full Text] [PDF] |
||||
![]() |
B. S. Kim, I. Kim, S. Lee, S. Kim, S. Y. Rha, and H. C. Chung Statistical methods of translating microarray data into clinically relevant diagnostic information in colorectal cancer Bioinformatics, February 15, 2005; 21(4): 517 - 528. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Winget, H. Kincaid, P. Lin, L. Li, S. Kelly, and M. Thornquist A web-based system for managing and co-ordinating multiple multisite studies Clinical Trials, February 1, 2005; 2(1): 42 - 49. [Abstract] [PDF] |
||||
![]() |
H. Zhang, E. C. Yi, X.-j. Li, P. Mallick, K. S. Kelly-Spratt, C. D. Masselon, D. G. Camp II, R. D. Smith, C. J. Kemp, and R. Aebersold High Throughput Quantitative Analysis of Serum Proteins Using Glycopeptide Capture and Liquid Chromatography Mass Spectrometry Mol. Cell. Proteomics, February 1, 2005; 4(2): 144 - 155. [Abstract] [Full Text] [PDF] |
||||
![]() |
O. J. Semmes, Z. Feng, B.-L. Adam, L. L. Banez, W. L. Bigbee, D. Campos, L. H. Cazares, D. W. Chan, W. E. Grizzle, E. Izbicka, et al. Evaluation of Serum Protein Profiling by Surface-Enhanced Laser Desorption/Ionization Time-of-Flight Mass Spectrometry for the Detection of Prostate Cancer: I. Assessment of Platform Reproducibility Clin. Chem., January 1, 2005; 51(1): 102 - 112. [Abstract] [Full Text] [PDF] |
||||
![]() |
Y. Li, M. A. R. St. John, X. Zhou, Y. Kim, U. Sinha, R. C. K. Jordan, D. Eisele, E. Abemayor, D. Elashoff, N.-H. Park, et al. Salivary Transcriptome Diagnostics for Oral Cancer Detection Clin. Cancer Res., December 15, 2004; 10(24): 8442 - 8450. [Abstract] [Full Text] [PDF] |
||||
![]() |
O. J. Semmes Defining the Role of Mass Spectrometry in Cancer Diagnostics Cancer Epidemiol. Biomarkers Prev., October 1, 2004; 13(10): 1555 - 1557. [Full Text] [PDF] |
||||
![]() |
J. P. Jakupciak, W. Wang, P. E. Barker, S. Srivastava, and D. H. Atha Analytical Validation of Telomerase Activity for Cancer Early Detection: TRAP/PCR-CE and hTERT mRNA Quantification Assay for High-Throughput Screening of Tumor Cells J. Mol. Diagn., August 1, 2004; 6(3): 157 - 165. [Abstract] [Full Text] |
||||
![]() |
M. A. R. St. John, Y. Li, X. Zhou, P. Denny, C.-M. Ho, C. Montemagno, W. Shi, F. Qi, B. Wu, U. Sinha, et al. Interleukin 6 and Interleukin 8 as Potential Biomarkers for Oral Cavity and Oropharyngeal Squamous Cell Carcinoma Arch Otolaryngol Head Neck Surg, August 1, 2004; 130(8): 929 - 935. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. A. Sharma and P. B. Farmer Biological Relevance of Adduct Detection to the Chemoprevention of Cancer Clin. Cancer Res., August 1, 2004; 10(15): 4901 - 4912. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. M. Hewitt, J. Dear, and R. A. Star Discovery of Protein Biomarkers for Renal Diseases J. Am. Soc. Nephrol., July 1, 2004; 15(7): 1677 - 1689. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. D. Potter Toward the Last Cohort Cancer Epidemiol. Biomarkers Prev., June 1, 2004; 13(6): 895 - 897. [Full Text] [PDF] |
||||
![]() |
P. Maruvada and S. Srivastava Biomarkers for Cancer Diagnosis: Implications for Nutritional Research J. Nutr., June 1, 2004; 134(6): 1640S - 1645S. [Abstract] [Full Text] [PDF] |
||||
![]() |
I. M. Thompson, D. K. Pauler, P. J. Goodman, C. M. Tangen, M. S. Lucia, H. L. Parnes, L. M. Minasian, L. G. Ford, S. M. Lippman, E. D. Crawford, et al. Prevalence of Prostate Cancer among Men with a Prostate-Specific Antigen Level <=4.0 ng per Milliliter N. Engl. J. Med., May 27, 2004; 350(22): 2239 - 2246. [Abstract] [Full Text] [PDF] |
||||



































