TY - JOUR
T1 - Proteomics discovery of pulmonary hypertension biomarkers
T2 - Insulin-like growth factor binding proteins are associated with disease severity
AU - Nies, Melanie K.
AU - Yang, Jun
AU - Griffiths, Megan
AU - Damico, Rachel
AU - Zhu, Jie
AU - Vaydia, Dhananjay
AU - Fu, Zongming
AU - Brandal, Stephanie
AU - Austin, Eric D.
AU - Ivy, Dunbar D.
AU - Hassoun, Paul M.
AU - Van Eyk, Jennifer E.
AU - Everett, Allen D.
N1 - Funding Information:
We thank contributors, including the Pulmonary Hypertension Centers who collected samples used in this study, as well as patients and their families, whose help and participation made this study possible. This study was supported by the National Institutes of Health/National Heart, Lung, and Blood Institute award 1R03HL110830 (Allen D. Everett, Melanie K. Nies, and Jun Yang), R01HL135114, and R01HL150070 (Allen D. Everett, Jun Yang, Rachel Damico, Dhananjay Vaydia, Dunbar D. Ivy, and Eric D. Austin). The Johns Hopkins Innovation Proteomics Center in Heart Failure (NHLBI-HV-10-05 (2) contract, Jennifer E. Van Eyk) supported the development of the proteomics discovery platform. Melanie K. Nies was also supported by the Matthew and Michael Wojciechowski Pulmonary Hypertension Pediatric Proof-of-Concept Grant (Dr. Robyn J. Barst Pediatric PH Research and Mentoring Fund Grant). Megan Griffiths was supported by the Pediatric Scientist Development Program. The Pediatric Scientist Development Program is supported by Award Number K12-HD000850 from the Eunice Kennedy Shriver National Institute of Child Health and Human Development. Serum/tissue samples were provided by PHBI under the PHBI. Funding for the PHBI is provided under an NHLBI R24 grant, R24HL123767, and by the Cardiovascular Medical Research and Education Fund (CMREF).
Funding Information:
We thank contributors, including the Pulmonary Hypertension Centers who collected samples used in this study, as well as patients and their families, whose help and participation made this study possible. This study was supported by the National Institutes of Health/National Heart, Lung, and Blood Institute award 1R03HL110830 (Allen D. Everett, Melanie K. Nies, and Jun Yang), R01HL135114, and R01HL150070 (Allen D. Everett, Jun Yang, Rachel Damico, Dhananjay Vaydia, Dunbar D. Ivy, and Eric D. Austin). The Johns Hopkins Innovation Proteomics Center in Heart Failure (NHLBI‐HV‐10‐05 (2) contract, Jennifer E. Van Eyk) supported the development of the proteomics discovery platform. Melanie K. Nies was also supported by the Matthew and Michael Wojciechowski Pulmonary Hypertension Pediatric Proof‐of‐Concept Grant (Dr. Robyn J. Barst Pediatric PH Research and Mentoring Fund Grant). Megan Griffiths was supported by the Pediatric Scientist Development Program. The Pediatric Scientist Development Program is supported by Award Number K12‐HD000850 from the Eunice Kennedy Shriver National Institute of Child Health and Human Development. Serum/tissue samples were provided by PHBI under the PHBI. Funding for the PHBI is provided under an NHLBI R24 grant, R24HL123767, and by the Cardiovascular Medical Research and Education Fund (CMREF).
Funding Information:
Ethylenediaminetetraacetic acid plasma analysis was performed on samples from PHBI participants ( = 9) with BMP2R mutation negative IPAH. The PHBI is a highly phenotyped cohort of patients with severe PAH, funded by the Cardiovascular Medical Research and Education Fund (CMREF). Blood samples were obtained from PHBI participants before lung transplant in accordance with the PHBI study protocol. Age and sex matched non‐PAH controls were purchased from Bioreclamation (BioIVT). See Table 1 and supplemental methods. N
Publisher Copyright:
© 2022 The Authors. Pulmonary Circulation published by John Wiley & Sons Ltd on behalf of Pulmonary Vascular Research Institute.
PY - 2022/4
Y1 - 2022/4
N2 - Pulmonary arterial hypertension (PAH) is a progressive disease characterized by sustained elevations of pulmonary artery pressure. To date, we lack circulating, diagnostic, and prognostic markers that correlate to clinical and functional parameters. In this study, we performed mass spectrometry-based proteomics analysis to identify circulating biomarkers of PAH. Plasma samples from patients with idiopathic pulmonary arterial hypertension (IPAH, N = 9) and matched normal controls (N = 9) were digested with trypsin and analyzed using data-dependent acquisition on an Orbitrap mass spectrometer. A total of 826 (false discovery rate [FDR] 0.047) and 461 (FDR 0.087) proteins were identified across all plasma samples obtained from IPAH and control subjects, respectively. Of these, 153 proteins showed >2 folds change (p < 0.05) between groups. Circulating levels of carbonic anhydrase 2 (CA2), plasma kallikrein (KLKB1), and the insulin-like growth factor binding proteins (IGFBP1-7) were quantified by immunoassay in an independent verification cohort (N = 36 PAH and N = 35 controls). CA2 and KLKB1 were significantly different in PAH versus control but were not associated with any functional or hemodynamic measurements. Whereas, IGFBP1 and 2 were associated with higher pulmonary vascular resistance, IGFBP2, 4, and 7 with decreased 6-min walk distance (6MWD), and IGFBP1, 2, 4, and 7 with worse survival. This plasma proteomic discovery analysis suggests the IGF axis may serve as important new biomarkers for PAH and play an important role in PAH pathogenesis.
AB - Pulmonary arterial hypertension (PAH) is a progressive disease characterized by sustained elevations of pulmonary artery pressure. To date, we lack circulating, diagnostic, and prognostic markers that correlate to clinical and functional parameters. In this study, we performed mass spectrometry-based proteomics analysis to identify circulating biomarkers of PAH. Plasma samples from patients with idiopathic pulmonary arterial hypertension (IPAH, N = 9) and matched normal controls (N = 9) were digested with trypsin and analyzed using data-dependent acquisition on an Orbitrap mass spectrometer. A total of 826 (false discovery rate [FDR] 0.047) and 461 (FDR 0.087) proteins were identified across all plasma samples obtained from IPAH and control subjects, respectively. Of these, 153 proteins showed >2 folds change (p < 0.05) between groups. Circulating levels of carbonic anhydrase 2 (CA2), plasma kallikrein (KLKB1), and the insulin-like growth factor binding proteins (IGFBP1-7) were quantified by immunoassay in an independent verification cohort (N = 36 PAH and N = 35 controls). CA2 and KLKB1 were significantly different in PAH versus control but were not associated with any functional or hemodynamic measurements. Whereas, IGFBP1 and 2 were associated with higher pulmonary vascular resistance, IGFBP2, 4, and 7 with decreased 6-min walk distance (6MWD), and IGFBP1, 2, 4, and 7 with worse survival. This plasma proteomic discovery analysis suggests the IGF axis may serve as important new biomarkers for PAH and play an important role in PAH pathogenesis.
KW - IGF binding protein
KW - biomarker
KW - proteomics
KW - pulmonary hypertension
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U2 - 10.1002/pul2.12039
DO - 10.1002/pul2.12039
M3 - Article
C2 - 35514776
AN - SCOPUS:85132911136
SN - 2045-8932
VL - 12
JO - Pulmonary Circulation
JF - Pulmonary Circulation
IS - 2
M1 - e12039
ER -