Mass Spectrometric Discovery and Selective Reaction Monitoring (SRM) of Putative Protein Biomarker Candidates in First Trimester Trisomy 21 Maternal Serum

被引:46
作者
Lopez, Mary F. [1 ]
Kuppusamy, Ramesh [3 ]
Sarracino, David A. [1 ]
Prakash, Amol [1 ]
Athanas, Michael [2 ]
Krastins, Bryan [1 ]
Rezai, Taha [1 ]
Sutton, Jennifer N. [1 ]
Peterman, Scott [1 ]
Nicolaides, Kypros [3 ]
机构
[1] ThermoFisher Sci BRIMS, Cambridge, MA 02139 USA
[2] VAST Sci, Cambridge, MA 02139 USA
[3] Fetal Med Fdn, London W1G 6BG, England
关键词
biomarker; discovery; Trisomy; 21; SRM assay; mass spectrometry; proteomics; ABSOLUTE QUANTIFICATION; DOWN-SYNDROME; IDENTIFICATION; PROTEOMICS; PRECURSOR; PEPTIDES; PLASMA; MODEL;
D O I
10.1021/pr100153j
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The accurate diagnosis of Trisomy 21 requires invasive procedures that carry a risk of miscarriage. The current state-of-the-art maternal serum screening tests measure levels of PAPP-A, free bhCG, AFP, and uE3 in various combinations with a maximum sensitivity of 60-75% and a false positive rate of 5%. There is currently an unmet need for noninvasive screening tests with high selectivity that can detect pregnancies at risk, preferably within the first trimester. The aim of this study was to apply proteomics and mass spectrometry techniques for the discovery of new putative biomarkers for Trisomy 21 in first trimester maternal serum coupled with the immediate development of quantitative selective reaction monitoring (SRM) assays. The results of the novel workflow were 2-fold: (1) we identified a list of differentially expressed proteins in Trisomy21 vs Normal samples, including PAPP-A, and (2) we developed a multiplexed, high-throughput SRM assay for verification of 12 new putative markers identified in the discovery experiments. To narrow down the initial large list of differentially expressed candidates resulting from the discovery experiments, we incorporated receiver operating characteristic (ROC) curve algorithms early in the data analysis process. We believe this approach provides a substantial advantage in sifting through the large and complex data typically obtained from discovery experiments. The workflow efficiently mined information derived from high-resolution LC-MS/MS discovery data for the seamless construction of rapid, targeted assays that were performed on unfractionated serum digests. The SRM assay lower limit of detection (LLOD) for the target peptides in a background of digested serum matrix was approximately 250-500 attomoles on column and the limit of accurate quantitation (LOG) was approximately 1-5 femtomoles on column. The assay error as determined by coefficient of variation at LOG and above ranged from 0 to 16%. The workflow developed in this study bridges the gap between proteomic biomarker discovery and translation into a clinical research environment. Specifically, for Trisomy 21, the described multiplexed SRM assay provides a vehicle for high-throughput verification of these, and potentially other, peptide candidates on larger sample cohorts.
引用
收藏
页码:133 / 142
页数:10
相关论文
共 24 条
[1]   Quantitative mass spectrometric multiple reaction monitoring assays for major plasma proteins [J].
Anderson, L ;
Hunter, CL .
MOLECULAR & CELLULAR PROTEOMICS, 2006, 5 (04) :573-588
[2]   Absolute quantification of the model biomarker prostate-specific antigen in serum by LC-MS/MS using protein cleavage and isotope dilution mass spectrometry [J].
Barnidge, DR ;
Goodmanson, MK ;
Klee, GG ;
Muddiman, DC .
JOURNAL OF PROTEOME RESEARCH, 2004, 3 (03) :644-652
[3]   REGULATION AND EXPRESSION OF THE ALZHEIMERS BETA/A4 AMYLOID PROTEIN-PRECURSOR IN HEALTH, DISEASE, AND DOWNS-SYNDROME [J].
BEYREUTHER, K ;
POLLWEIN, P ;
MULTHAUP, G ;
MONNING, U ;
KONIG, G ;
DYRKS, T ;
SCHUBERT, W ;
MASTERS, CL .
ALZHEIMERS DISEASE: AMYLOID PRECUSOR PROTEINS, SIGNAL TRANSDUCTION, AND NEURONAL TRANSPLANTATION, 1993, 695 :91-102
[4]   Trisomy 21 is associated with hypercholesterolemia during intrauterine life [J].
Bocconi, L ;
Nava, S ;
Fogliani, R ;
Nicolini, U .
AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY, 1997, 176 (03) :540-543
[5]   AN APPROACH TO CORRELATE TANDEM MASS-SPECTRAL DATA OF PEPTIDES WITH AMINO-ACID-SEQUENCES IN A PROTEIN DATABASE [J].
ENG, JK ;
MCCORMACK, AL ;
YATES, JR .
JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY, 1994, 5 (11) :976-989
[6]   Absolute quantification of proteins and phosphoproteins from cell lysates by tandem MS [J].
Gerber, SA ;
Rush, J ;
Stemman, O ;
Kirschner, MW ;
Gygi, SP .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (12) :6940-6945
[7]  
Kagan K. O., 2008, OBSTET GYNECOL, V5, P493
[8]   Semi-supervised learning for peptide identification from shotgun proteomics datasets [J].
Kall, Lukas ;
Canterbury, Jesse D. ;
Weston, Jason ;
Noble, William Stafford ;
MacCoss, Michael J. .
NATURE METHODS, 2007, 4 (11) :923-925
[9]   Application of proteomics for the identification of differentially expressed protein markers for Down syndrome in maternal plasma [J].
Kolialexi, Aggeliki ;
Tsangaris, George Th. ;
Papantoniou, Nikos ;
Anagnostopoulos, Athanasios K. ;
Vougas, Kostantinos ;
Bagiokos, Vassilis ;
Antsaklis, Aris ;
Mavrou, Ariadni .
PRENATAL DIAGNOSIS, 2008, 28 (08) :691-698
[10]   Quantitative Proteomics Analysis of Maternal Plasma in Down Syndrome Pregnancies Using Isobaric Tagging Reagent (iTRAQ) [J].
Kolla, Varaprasad ;
Jenoe, Paul ;
Moes, Suzette ;
Tercanli, Sevgi ;
Lapaire, Olav ;
Choolani, Mahesh ;
Hahn, Sinuhe .
JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY, 2010,