共 80 条
Accelerating protein biomarker discovery and translation from proteomics research for clinical utility
被引:10
作者:

Chen, Jiwen
论文数: 0 引用数: 0
h-index: 0
机构:
Bristol Myers Squibb, Small Mol Drug Discovery, Princeton, NJ 08543 USA Bristol Myers Squibb, Small Mol Drug Discovery, Princeton, NJ 08543 USA

Zheng, Naiyu
论文数: 0 引用数: 0
h-index: 0
机构:
Bristol Myers Squibb, Translat Med, Princeton, NJ 08543 USA Bristol Myers Squibb, Small Mol Drug Discovery, Princeton, NJ 08543 USA
机构:
[1] Bristol Myers Squibb, Small Mol Drug Discovery, Princeton, NJ 08543 USA
[2] Bristol Myers Squibb, Translat Med, Princeton, NJ 08543 USA
来源:
关键词:
biomarker qualification;
clinical biomarker utility;
mass spectrometry;
protein biomarker discovery;
proteomics research;
targeted proteomics;
TARGETED PROTEOMICS;
CANCER;
QUANTIFICATION;
SENSITIVITY;
VALIDATION;
INTERFACE;
QUALITY;
DESIGN;
ASSAYS;
PHASE;
D O I:
10.4155/bio-2020-0198
中图分类号:
Q5 [生物化学];
学科分类号:
071010 ;
081704 ;
摘要:
Discovery proteomics research has made significant progress in the past several years; however, the number of protein biomarkers deployed in clinical practice remains rather limited. There are several scientific and procedural gaps between discovery proteomics research and clinical implementation, which have contributed to poor biomarker validity and few clinical applications. The complexity and low throughput of proteomics approaches have added additional barriers for biomarker assay translation to clinical applications. Recently, targeted proteomics have become a powerful tool to bridge the biomarker discovery to clinical validation. In this perspective, we discuss the challenges and strategies in proteomics research from a clinical perspective, and propose several recommendations for discovery proteomics research to accelerate protein biomarker discovery and translation for future clinical applications.
引用
收藏
页码:1469 / 1481
页数:13
相关论文
共 80 条
[1]
High-Throughput, Sensitive LC-MS Quantification of Biotherapeutics and Biomarkers Using Antibody-Free, Peptide-Level, Multiple-Mechanism Enrichment via Strategic Regulation of pH and Ionic and Solvent Strengths
[J].
An, Bo
;
Zhang, Ming
;
Pu, Jie
;
Shen, Shichen
;
Qu, Yang
;
Chen, Yuan-Ju
;
Huo, Shihan
;
Wang, Xue
;
Polli, Joseph Ryan
;
Balthasar, Joseph P.
;
Herzog, Denis
;
Ferrari, Luca
;
Staack, Roland F.
;
Richter, Wolfgang F.
;
Otteneder, Michael B.
;
Benincosa, Lisa J.
;
Zhou, Shaolian
;
Vazvaei, Faye
;
Qu, Jun
.
ANALYTICAL CHEMISTRY,
2019, 91 (05)
:3475-3483

An, Bo
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA
New York State Ctr Excellence Bioinformat & Life, Buffalo, NY 14203 USA Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Zhang, Ming
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA
New York State Ctr Excellence Bioinformat & Life, Buffalo, NY 14203 USA Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Pu, Jie
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA
New York State Ctr Excellence Bioinformat & Life, Buffalo, NY 14203 USA Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Shen, Shichen
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA
New York State Ctr Excellence Bioinformat & Life, Buffalo, NY 14203 USA Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Qu, Yang
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA
New York State Ctr Excellence Bioinformat & Life, Buffalo, NY 14203 USA Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Chen, Yuan-Ju
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA
New York State Ctr Excellence Bioinformat & Life, Buffalo, NY 14203 USA Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Huo, Shihan
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA
New York State Ctr Excellence Bioinformat & Life, Buffalo, NY 14203 USA Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Wang, Xue
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA
New York State Ctr Excellence Bioinformat & Life, Buffalo, NY 14203 USA Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Polli, Joseph Ryan
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Balthasar, Joseph P.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Herzog, Denis
论文数: 0 引用数: 0
h-index: 0
机构:
Roche Innovat Ctr Basel, Roche Pharmaceut Res & Early Dev, CH-4070 Basel, Switzerland Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Ferrari, Luca
论文数: 0 引用数: 0
h-index: 0
机构:
Roche Innovat Ctr Basel, Roche Pharmaceut Res & Early Dev, CH-4070 Basel, Switzerland Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Staack, Roland F.
论文数: 0 引用数: 0
h-index: 0
机构:
Roche Innovat Ctr Munich, Roche Pharmaceut Res & Early Dev, DE-82377 Penzberg, Germany Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Richter, Wolfgang F.
论文数: 0 引用数: 0
h-index: 0
机构:
Roche Innovat Ctr Basel, Roche Pharmaceut Res & Early Dev, CH-4070 Basel, Switzerland Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Otteneder, Michael B.
论文数: 0 引用数: 0
h-index: 0
机构:
Roche Innovat Ctr Basel, Roche Pharmaceut Res & Early Dev, CH-4070 Basel, Switzerland Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Benincosa, Lisa J.
论文数: 0 引用数: 0
h-index: 0
机构:
Roche Innovat Ctr Basel, Roche Pharmaceut Res & Early Dev, CH-4070 Basel, Switzerland Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Zhou, Shaolian
论文数: 0 引用数: 0
h-index: 0
机构:
Roche Innovat Ctr Basel, Roche Pharmaceut Res & Early Dev, CH-4070 Basel, Switzerland Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Vazvaei, Faye
论文数: 0 引用数: 0
h-index: 0
机构:
Roche Innovat Ctr New York, Roche Pharmaceut Res & Early Dev, New York, NY 10016 USA Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA

Qu, Jun
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA
New York State Ctr Excellence Bioinformat & Life, Buffalo, NY 14203 USA Univ Buffalo State Univ New York, Dept Pharmaceut Sci, Buffalo, NY 14214 USA
[2]
An industry perspective on the US FDA biomarker qualification effort
[J].
Arnold, Mark E.
.
BIOANALYSIS,
2018, 10 (12)
:913-916

Arnold, Mark E.
论文数: 0 引用数: 0
h-index: 0
机构:
Covance Inc, 115 Silvia St, Trenton, NJ 08628 USA Covance Inc, 115 Silvia St, Trenton, NJ 08628 USA
[3]
A Novel LC System Embeds Analytes in Pre-formed Gradients for Rapid, Ultra-robust Proteomics
[J].
Bache, Nicolai
;
Geyer, Philipp E.
;
Bekker-Jensen, Dorte B.
;
Hoerning, Ole
;
Falkenby, Lasse
;
Treit, Peter V.
;
Doll, Sophia
;
Paron, Igor
;
Mueller, Johannes B.
;
Meier, Florian
;
Olsen, Jesper V.
;
Vorm, Ole
;
Mann, Matthias
.
MOLECULAR & CELLULAR PROTEOMICS,
2018, 17 (11)
:2284-2296

Bache, Nicolai
论文数: 0 引用数: 0
h-index: 0
机构:
Evosep Biosyst, Odense, Denmark Evosep Biosyst, Odense, Denmark

Geyer, Philipp E.
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Biochem, Dept Prote & Signal Transduct, Martinsried, Germany
Univ Copenhagen, Fac Hlth & Med Sci, Prote Program, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark Evosep Biosyst, Odense, Denmark

Bekker-Jensen, Dorte B.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Copenhagen, Fac Hlth & Med Sci, Prote Program, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark Evosep Biosyst, Odense, Denmark

Hoerning, Ole
论文数: 0 引用数: 0
h-index: 0
机构:
Evosep Biosyst, Odense, Denmark Evosep Biosyst, Odense, Denmark

Falkenby, Lasse
论文数: 0 引用数: 0
h-index: 0
机构:
Evosep Biosyst, Odense, Denmark Evosep Biosyst, Odense, Denmark

Treit, Peter V.
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Biochem, Dept Prote & Signal Transduct, Martinsried, Germany Evosep Biosyst, Odense, Denmark

Doll, Sophia
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Biochem, Dept Prote & Signal Transduct, Martinsried, Germany Evosep Biosyst, Odense, Denmark

Paron, Igor
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Biochem, Dept Prote & Signal Transduct, Martinsried, Germany Evosep Biosyst, Odense, Denmark

Mueller, Johannes B.
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Biochem, Dept Prote & Signal Transduct, Martinsried, Germany Evosep Biosyst, Odense, Denmark

Meier, Florian
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Biochem, Dept Prote & Signal Transduct, Martinsried, Germany Evosep Biosyst, Odense, Denmark

Olsen, Jesper V.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Copenhagen, Fac Hlth & Med Sci, Prote Program, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark Evosep Biosyst, Odense, Denmark

Vorm, Ole
论文数: 0 引用数: 0
h-index: 0
机构:
Evosep Biosyst, Odense, Denmark Evosep Biosyst, Odense, Denmark

Mann, Matthias
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Biochem, Dept Prote & Signal Transduct, Martinsried, Germany
Univ Copenhagen, Fac Hlth & Med Sci, Prote Program, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark Evosep Biosyst, Odense, Denmark
[4]
Development of High-Throughput Chemical Extraction Techniques and Quantitative HPLC-MS/MS (SRM) Assays for Clinically Relevant Plasma Proteins
[J].
Barton, Chris
;
Kay, Richard G.
;
Gentzer, Wolfgang
;
Vitzthum, Frank
;
Pleasance, Steve
.
JOURNAL OF PROTEOME RESEARCH,
2010, 9 (01)
:333-340

Barton, Chris
论文数: 0 引用数: 0
h-index: 0
机构:
Quotient Biores Ltd, Fordham CB7 5WW, Cambs, England Quotient Biores Ltd, Fordham CB7 5WW, Cambs, England

Kay, Richard G.
论文数: 0 引用数: 0
h-index: 0
机构:
Quotient Biores Ltd, Fordham CB7 5WW, Cambs, England Quotient Biores Ltd, Fordham CB7 5WW, Cambs, England

Gentzer, Wolfgang
论文数: 0 引用数: 0
h-index: 0
机构:
Siemens Healthcare Diagnost Prod GmbH, D-35041 Marburg, Germany Quotient Biores Ltd, Fordham CB7 5WW, Cambs, England

Vitzthum, Frank
论文数: 0 引用数: 0
h-index: 0
机构:
Siemens Healthcare Diagnost Prod GmbH, D-35041 Marburg, Germany Quotient Biores Ltd, Fordham CB7 5WW, Cambs, England

Pleasance, Steve
论文数: 0 引用数: 0
h-index: 0
机构:
Quotient Biores Ltd, Fordham CB7 5WW, Cambs, England Quotient Biores Ltd, Fordham CB7 5WW, Cambs, England
[5]
A Compact Quadrupole-Orbitrap Mass Spectrometer with FAIMS Interface Improves Proteome Coverage in Short LC Gradients
[J].
Bekker-Jensen, Dorte B.
;
Martinez-Val, Ana
;
Steigerwald, Sophia
;
Ruther, Patrick
;
Fort, Kyle L.
;
Arrey, Tabiwang N.
;
Harder, Alexander
;
Makarov, Alexander
;
Olsen, Jesper, V
.
MOLECULAR & CELLULAR PROTEOMICS,
2020, 19 (04)
:716-729

Bekker-Jensen, Dorte B.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark
Evosep Biosyst, Odense, Denmark Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark

Martinez-Val, Ana
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark

Steigerwald, Sophia
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark

Ruther, Patrick
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark

Fort, Kyle L.
论文数: 0 引用数: 0
h-index: 0
机构:
Thermo Fisher Sci, Bremen, Germany Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark

Arrey, Tabiwang N.
论文数: 0 引用数: 0
h-index: 0
机构:
Thermo Fisher Sci, Bremen, Germany Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark

Harder, Alexander
论文数: 0 引用数: 0
h-index: 0
机构:
Thermo Fisher Sci, Bremen, Germany Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark

Makarov, Alexander
论文数: 0 引用数: 0
h-index: 0
机构:
Thermo Fisher Sci, Bremen, Germany Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark

Olsen, Jesper, V
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Copenhagen, Denmark
[6]
What is targeted proteomics? A concise revision of targeted acquisition and targeted data analysis in mass spectrometry
[J].
Borras, Eva
;
Sabido, Eduard
.
PROTEOMICS,
2017, 17 (17-18)

Borras, Eva
论文数: 0 引用数: 0
h-index: 0
机构:
Barcelona Inst Sci & Technol, Prote Unit, Ctr Regulacio Genom, Barcelona, Spain
Univ Pompeu Fabra, Barcelona, Spain Barcelona Inst Sci & Technol, Prote Unit, Ctr Regulacio Genom, Barcelona, Spain

Sabido, Eduard
论文数: 0 引用数: 0
h-index: 0
机构:
Barcelona Inst Sci & Technol, Prote Unit, Ctr Regulacio Genom, Barcelona, Spain
Univ Pompeu Fabra, Barcelona, Spain Barcelona Inst Sci & Technol, Prote Unit, Ctr Regulacio Genom, Barcelona, Spain
[7]
Phase I Study of Single-Agent Anti-Programmed Death-1 (MDX-1106) in Refractory Solid Tumors: Safety, Clinical Activity, Pharmacodynamics, and Immunologic Correlates
[J].
Brahmer, Julie R.
;
Drake, Charles G.
;
Wollner, Ira
;
Powderly, John D.
;
Picus, Joel
;
Sharfman, William H.
;
Stankevich, Elizabeth
;
Pons, Alice
;
Salay, Theresa M.
;
McMiller, Tracee L.
;
Gilson, Marta M.
;
Wang, Changyu
;
Selby, Mark
;
Taube, Janis M.
;
Anders, Robert
;
Chen, Lieping
;
Korman, Alan J.
;
Pardoll, Drew M.
;
Lowy, Israel
;
Topalian, Suzanne L.
.
JOURNAL OF CLINICAL ONCOLOGY,
2010, 28 (19)
:3167-3175

Brahmer, Julie R.
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Drake, Charles G.
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Wollner, Ira
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Powderly, John D.
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Picus, Joel
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Sharfman, William H.
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Stankevich, Elizabeth
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Pons, Alice
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Salay, Theresa M.
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

McMiller, Tracee L.
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Gilson, Marta M.
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Wang, Changyu
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Selby, Mark
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Taube, Janis M.
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Anders, Robert
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Chen, Lieping
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Korman, Alan J.
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Pardoll, Drew M.
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Lowy, Israel
论文数: 0 引用数: 0
h-index: 0
机构: Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA

Topalian, Suzanne L.
论文数: 0 引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21231 USA
[8]
MISSING THE MARK
[J].
Buchen, Lizzie
.
NATURE,
2011, 471 (7339)
:428-432

Buchen, Lizzie
论文数: 0 引用数: 0
h-index: 0
[9]
Monitoring protein communities and their responses to therapeutics
[J].
Budayeva, Hanna G.
;
Kirkpatrick, Donald S.
.
NATURE REVIEWS DRUG DISCOVERY,
2020, 19 (06)
:414-426

Budayeva, Hanna G.
论文数: 0 引用数: 0
h-index: 0
机构:
Genentech Inc, Dept Microchem Prote & Lipid, San Francisco, CA 94080 USA Genentech Inc, Dept Microchem Prote & Lipid, San Francisco, CA 94080 USA

Kirkpatrick, Donald S.
论文数: 0 引用数: 0
h-index: 0
机构:
Genentech Inc, Dept Microchem Prote & Lipid, San Francisco, CA 94080 USA Genentech Inc, Dept Microchem Prote & Lipid, San Francisco, CA 94080 USA
[10]
Biomarker definitions and their applications
[J].
Califf, Robert M.
.
EXPERIMENTAL BIOLOGY AND MEDICINE,
2018, 243 (03)
:213-221

Califf, Robert M.
论文数: 0 引用数: 0
h-index: 0
机构:
Duke Univ, Sch Med, Durham, NC 27710 USA
Verily Life Sci Alphabet, San Francisco, CA 94043 USA
Stanford Univ, Dept Med, Stanford, CA 94305 USA Duke Univ, Sch Med, Durham, NC 27710 USA