4.8 Article

Proteomic profiling platforms head to head: Leveraging genetics and clinical traits to compare aptamer- and antibody-based methods

Journal

SCIENCE ADVANCES
Volume 8, Issue 33, Pages -

Publisher

AMER ASSOC ADVANCEMENT SCIENCE
DOI: 10.1126/sciadv.abm5164

Keywords

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Funding

  1. NHLBI T32 postdoctoral training grant [T32HL007374-40]
  2. NHLBI [K23 HL150327-02, K08HL145095]
  3. Ruth L. Kirchstein postdoctoral individual National Research Award [F32HL150992]
  4. NIH [DP5-OD029586-01, R01 DK081572, R01 NR019628]
  5. Burroughs Wellcome Foundation
  6. KL2/Catalyst Medical Research Investigator Training award from Harvard Catalyst [TR002542]
  7. Jackson State University [HHSN268201800013I]
  8. Tougaloo College [HHSN268201800014I]
  9. Mississippi State Department of Health [HHSN268201800015I/HHSN26800001]
  10. University of Mississippi Medical Center [HHSN268201800010I, HHSN268201800011I, HHSN268201800012I]
  11. National Heart, Lung, and Blood Institute (NHLBI) [HHSN268201600034I, HL-45670, HL-47317, HL-47321, HL-47323, HL-47327]
  12. National Institute for Minority Health and Health Disparities (NIMHD)
  13. Northwest Genomics Center [HHSN268201100037C]
  14. TOPMed Informatics Research Center [3R01HL-11762602S1, HHSN268201800002I]
  15. TOPMed Data Coordinating Center [R01HL-120393, U01HL-120393, HHSN268201800001I]
  16. HERITAGE Family Study
  17. John W. Barton Sr. Chair in Genetics and Nutrition
  18. NIH COBRE grant [NIH P30GM118430-01]
  19. [R01HL142711]
  20. [R01HL127564]
  21. [R01HL146462]
  22. [R01NR019628]
  23. [HL132320]
  24. [HL133870 U24 DK112340]
  25. [RF1AG063507]

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This study compared the performance of three proteomic profiling techniques, SomaScan1.3K, SomaScan5K, and Olink Explore, in terms of precision, accuracy, analytic breadth, and phenotypic associations. The results showed that Olink platform had more reliable protein target specificity and a higher number of phenotypic associations, while Soma platforms had greater measurement precision and analytic breadth across the proteome.
High-throughput proteomic profiling using antibody or aptamer-based affinity reagents is used increasingly in human studies. However, direct analyses to address the relative strengths and weaknesses of these platforms are lacking. We assessed findings from the SomaScan1.3K (N = 1301 reagents), the SomaScan5K platform (N= 4979 reagents), and the Olink Explore (N = 1472 reagents) profiling techniques in 568 adults from the Jackson Heart Study and 219 participants in the HERITAGE Family Study across four performance domains: precision, accuracy, analytic breadth, and phenotypic associations leveraging detailed clinical phenotyping and genetic data. Across these studies, we show evidence supporting more reliable protein target specificity and a higher number of phenotypic associations for the Olink platform, while the Soma platforms benefit from greater measurement precision and analytic breadth across the proteome.

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