Quantification of putative ovarian cancer serum protein biomarkers using a multiplexed targeted mass spectrometry assay

被引:0
|
作者
Ryu, Joohyun [1 ]
Boylan, Kristin L. M. [1 ]
Twigg, Carly A. I. [1 ]
Evans, Richard [2 ]
Skubitz, Amy P. N. [1 ]
Thomas, Stefani N. [1 ]
机构
[1] Univ Minnesota, Dept Lab Med & Pathol, Sch Med, Minneapolis, MN 55455 USA
[2] Univ Minnesota, Clin & Translat Res Inst, Minneapolis, MN USA
关键词
Targeted mass spectrometry; Parallel reaction monitoring (PRM); Diagnostic biomarkers; High-grade serous ovarian cancer (HGSOC); Serum; Insulin-like growth factor-binding protein 2 (IBP2); FACTOR-BINDING PROTEIN-2; HIGH-RESOLUTION; RACIAL/ETHNIC DISPARITIES; DIAGNOSTIC-ACCURACY; PROTEOMICS; EXPRESSION; IDENTIFICATION; MARKERS; PTEN; VERIFICATION;
D O I
10.1186/s12014-023-09447-4
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
BackgroundOvarian cancer is the most lethal gynecologic malignancy in women, and high-grade serous ovarian cancer (HGSOC) is the most common subtype. Currently, no clinical test has been approved by the FDA to screen the general population for ovarian cancer. This underscores the critical need for the development of a robust methodology combined with novel technology to detect diagnostic biomarkers for HGSOC in the sera of women. Targeted mass spectrometry (MS) can be used to identify and quantify specific peptides/proteins in complex biological samples with high accuracy, sensitivity, and reproducibility. In this study, we sought to develop and conduct analytical validation of a multiplexed Tier 2 targeted MS parallel reaction monitoring (PRM) assay for the relative quantification of 23 putative ovarian cancer protein biomarkers in sera.MethodsTo develop a PRM method for our target peptides in sera, we followed nationally recognized consensus guidelines for validating fit-for-purpose Tier 2 targeted MS assays. The endogenous target peptide concentrations were calculated using the calibration curves in serum for each target peptide. Receiver operating characteristic (ROC) curves were analyzed to evaluate the diagnostic performance of the biomarker candidates.ResultsWe describe an effort to develop and analytically validate a multiplexed Tier 2 targeted PRM MS assay to quantify candidate ovarian cancer protein biomarkers in sera. Among the 64 peptides corresponding to 23 proteins in our PRM assay, 24 peptides corresponding to 16 proteins passed the assay validation acceptability criteria. A total of 6 of these peptides from insulin-like growth factor-binding protein 2 (IBP2), sex hormone-binding globulin (SHBG), and TIMP metalloproteinase inhibitor 1 (TIMP1) were quantified in sera from a cohort of 69 patients with early-stage HGSOC, late-stage HGSOC, benign ovarian conditions, and healthy (non-cancer) controls. Confirming the results from previously published studies using orthogonal analytical approaches, IBP2 was identified as a diagnostic biomarker candidate based on its significantly increased abundance in the late-stage HGSOC patient sera compared to the healthy controls and patients with benign ovarian conditions.ConclusionsA multiplexed targeted PRM MS assay was applied to detect candidate diagnostic biomarkers in HGSOC sera. To evaluate the clinical utility of the IBP2 PRM assay for HGSOC detection, further studies need to be performed using a larger patient cohort.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Quantification of putative ovarian cancer serum protein biomarkers using a multiplexed targeted mass spectrometry assay
    Joohyun Ryu
    Kristin L. M. Boylan
    Carly A. I. Twigg
    Richard Evans
    Amy P. N. Skubitz
    Stefani N. Thomas
    Clinical Proteomics, 2024, 21
  • [2] Development of a Multiplexed Assay for Oral Cancer Candidate Biomarkers Using Peptide Immunoaffinity Enrichment and Targeted Mass Spectrometry
    Hsiao, Yung-Chin
    Chi, Lang-Ming
    Chien, Kun-Yi
    Chiang, Wei-Fan
    Chen, Szu-Fan
    Chuang, Yao-Ning
    Lin, Shih-Yu
    Wu, Chia-Chun
    Chang, Ya-Ting
    Chu, Lichieh Julie
    Chen, Yi-Ting
    Chia, Shu-Li
    Chien, Chih-Yen
    Chang, Kai-Ping
    Chang, Yu-Sun
    Yu, Jau-Song
    MOLECULAR & CELLULAR PROTEOMICS, 2017, 16 (10) : 1829 - 1849
  • [3] Multiplexed Targeted Mass Spectrometry-Based Assays for the Quantification of N-Linked Glycosite-Containing Peptides in Serum
    Thomas, Stefani N.
    Harlan, Robert
    Chen, Jing
    Aiyetan, Paul
    Liu, Yansheng
    Sokoll, Lori J.
    Aebersold, Ruedi
    Chan, Daniel W.
    Zhang, Hui
    ANALYTICAL CHEMISTRY, 2015, 87 (21) : 10830 - 10838
  • [4] Targeted Quantification of Peptides Using Miniature Mass Spectrometry
    Chiang, Spencer
    Zhang, Wenpeng
    Farnsworth, Charles
    Zhu, Yiying
    Lee, Kimberly
    Ouyang, Zheng
    JOURNAL OF PROTEOME RESEARCH, 2020, 19 (05) : 2043 - 2052
  • [5] Multiplexed bead-based immunoassay of four serum biomarkers for diagnosis of ovarian cancer
    Kim, Yong-Wan
    Bae, Su Mi
    Kim, In-Wook
    Liu, Hai-Bo
    Bang, Hyo Joo
    Chaturvedi, Pankaj Kumar
    Battogtokh, Gantumur
    Lim, Hyunsun
    Ahn, Woong Shick
    ONCOLOGY REPORTS, 2012, 28 (02) : 585 - 591
  • [6] Multiplexed targeted mass spectrometry assays for prostate cancer-associated urinary proteins
    Shi, Tujin
    Quek, Sue-Ing
    Gao, Yuqian
    Nicora, Carrie D.
    Nie, Song
    Fillmore, Thomas L.
    Liu, Tao
    Rodland, Karin D.
    Smith, Richard D.
    Leach, Robin J.
    Thompson, Ian M.
    Vitello, Elizabeth A.
    Ellis, William J.
    Liu, Alvin Y.
    Qian, Wei-Jun
    ONCOTARGET, 2017, 8 (60): : 101887 - 101898
  • [7] A multiplexed bead assay for profiling glycosylation patterns on serum protein biomarkers of pancreatic cancer
    Li, Chen
    Zolotarevsky, Eugene
    Thompson, Ian
    Anderson, Michelle A.
    Simeone, Diane M.
    Casper, John M.
    Mullenix, Michael C.
    Lubman, David M.
    ELECTROPHORESIS, 2011, 32 (15) : 2028 - 2035
  • [8] MALDI imaging mass spectrometry in ovarian cancer for tracking, identifying, and validating biomarkers
    El Ayed, Mohamed
    Bonnel, David
    Longuespee, Remi
    Castellier, Celine
    Franck, Julien
    Vergara, Daniele
    Desmons, Annie
    Tasiemski, Aurelie
    Kenani, Abderraouf
    Vinatier, Denis
    Day, Robert
    Fournier, Isabelle
    Salzet, Michel
    MEDICAL SCIENCE MONITOR, 2010, 16 (08): : BR233 - BR245
  • [9] Advancements in protein glycosylation biomarkers for ovarian cancer through mass spectrometry-based approaches
    Lee, Jua
    Park, Ji Eun
    Lee, Daum
    Seo, Nari
    An, Hyun Joo
    EXPERT REVIEW OF MOLECULAR DIAGNOSTICS, 2024, 24 (04) : 249 - 258
  • [10] Internal Standard Triggered-Parallel Reaction Monitoring Mass Spectrometry Enables Multiplexed Quantification of Candidate Biomarkers in Plasma
    Kennedy, Jacob J.
    Whiteaker, Jeffrey R.
    Ivey, Richard G.
    Burian, Aura
    Chowdhury, Shrabanti
    Tsai, Chia-Feng
    Liu, Tao
    Lin, ChenWei
    Murillo, Oscar D.
    Lundeen, Rachel A.
    Jones, Lisa A.
    Gafken, Philip R.
    Longton, Gary
    Rodland, Karin D.
    Skates, Steven J.
    Landua, John
    Wang, Pei
    Lewis, Michael T.
    Paulovich, Amanda G.
    ANALYTICAL CHEMISTRY, 2022, 94 (27) : 9540 - 9547