The proteomic fingerprint in infants with single ventricle heart disease in the interstage period: evidence of chronic inflammation and widespread activation of biological networks

被引:3
作者
Thomson, Lindsay M. [1 ]
Mancuso, Christopher A. [2 ]
Wolfe, Kelly R. [1 ]
Khailova, Ludmila [1 ]
Niemiec, Sierra [2 ]
Ali, Eiman [1 ]
Dimaria, Michael [1 ]
Mitchell, Max [3 ]
Twite, Mark [4 ]
Morgan, Gareth [1 ]
Frank, Benjamin S. [1 ]
Davidson, Jesse A. [1 ]
机构
[1] Univ Colorado Anschutz Med Campus, Dept Pediat, Aurora, CO 80045 USA
[2] Univ Colorado Anschutz Med Campus, Dept Biostat & Informat, Aurora, CO USA
[3] Univ Colorado Anschutz Med Campus, Dept Surg, Aurora, CO USA
[4] Univ Colorado Anschutz Med Campus, Dept Anesthesia, Aurora, CO USA
来源
FRONTIERS IN PEDIATRICS | 2023年 / 11卷
关键词
biomarkers; congenital heart disease; congenital heart defect; Glenn; hypoplastic left heart syndrome; inflammation; protein dysregulation; single ventricle palliation; CARDIAC-SURGERY; FONTAN OPERATION; CHILDREN; F3/CONTACTIN; HYPOXIA; PROTEIN; NOTCH; ABNORMALITIES; METABOLISM; THYMECTOMY;
D O I
10.3389/fped.2023.1308700
中图分类号
R72 [儿科学];
学科分类号
100202 ;
摘要
Introduction: Children with single ventricle heart disease (SVHD) experience significant morbidity across systems and time, with 70% of patients experiencing acute kidney injury, 33% neurodevelopmental impairment, 14% growth failure, and 5.5% of patients suffering necrotizing enterocolitis. Proteomics is a method to identify new biomarkers and mechanisms of injury in complex physiologic states.Methods: Infants with SVHD in the interstage period were compared to similar-age healthy controls. Serum samples were collected, stored at -80(degrees)C, and run on a panel of 1,500 proteins in single batch analysis (Somalogic Inc., CO). Partial Least Squares-Discriminant Analysis (PLS-DA) was used to compare the proteomic profile of cases and controls and t-tests to detect differences in individual proteins (FDR <0.05). Protein network analysis with functional enrichment was performed in STRING and Cytoscape.Results: PLS-DA readily discriminated between SVHD cases (n = 33) and controls (n = 24) based on their proteomic pattern alone (Accuracy = 0.96, R-2 = 0.97, Q(2) = 0.80). 568 proteins differed between groups (FDR <0.05). We identified 25 up-regulated functional clusters and 13 down-regulated. Active biological systems fell into six key groups: angiogenesis and cell proliferation/turnover, immune system activation and inflammation, altered metabolism, neural development, gastrointestinal system, and cardiac physiology and development.Conclusions: We report a clear differentiation in the circulating proteome of patients with SVHD and healthy controls with >500 circulating proteins distinguishing the groups. These proteomic data identify widespread protein dysregulation across multiple biologic systems with promising biological plausibility as drivers of SVHD morbidity.
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页数:18
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共 93 条
  • [1] Epigenetic scarring of exhausted T cells hinders memory differentiation upon eliminating chronic antigenic stimulation (vol 22, pg 1008, 2021)
    Abdel-Hakeem, Mohamed S.
    Manne, Sasikanth
    Beltra, Jean-Christophe
    Stelekati, Erietta
    Chen, Zeyu
    Nzingha, Kito
    Ali, Mohammed-Alkhatim
    Johnson, John L.
    Giles, Josephine R.
    Mathew, Divij
    Greenplate, Allison R.
    Vahedi, Golnaz
    Wherry, E. John
    [J]. NATURE IMMUNOLOGY, 2021, 22 (11) : 1465 - 1465
  • [2] For neonates undergoing cardiac surgery does thymectomy as opposed to thymic preservation have any adverse immunological consequences?
    Afifi, Ahmed
    Raja, Shahzad G.
    Pennington, Daniel J.
    Tsang, Victor T.
    [J]. INTERACTIVE CARDIOVASCULAR AND THORACIC SURGERY, 2010, 11 (03) : 287 - 291
  • [3] The Gene Ontology knowledgebase in 2023
    Aleksander, Suzi A.
    Balhoff, James
    Carbon, Seth
    Cherry, J. Michael
    Drabkin, Harold J.
    Ebert, Dustin
    Feuermann, Marc
    Gaudet, Pascale
    Harris, Nomi L.
    Hill, David P.
    Lee, Raymond
    Mi, Huaiyu
    Moxon, Sierra
    Mungall, Christopher J.
    Muruganugan, Anushya
    Mushayahama, Tremayne
    Sternberg, Paul W.
    Thomas, Paul D.
    Van Auken, Kimberly
    Ramsey, Jolene
    Siegele, Deborah A.
    Chisholm, Rex L.
    Fey, Petra
    Aspromonte, Maria Cristina
    Nugnes, Maria Victoria
    Quaglia, Federica
    Tosatto, Silvio
    Giglio, Michelle
    Nadendla, Suvarna
    Antonazzo, Giulia
    Attrill, Helen
    dos Santos, Gil
    Marygold, Steven
    Strelets, Victor
    Tabone, Christopher J.
    Thurmond, Jim
    Zhou, Pinglei
    Ahmed, Saadullah H.
    Asanitthong, Praoparn
    Luna Buitrago, Diana
    Erdol, Meltem N.
    Gage, Matthew C.
    Ali Kadhum, Mohamed
    Li, Kan Yan Chloe
    Long, Miao
    Michalak, Aleksandra
    Pesala, Angeline
    Pritazahra, Armalya
    Saverimuttu, Shirin C. C.
    Su, Renzhi
    [J]. GENETICS, 2023, 224 (01)
  • [4] Improvement in Interstage Survival in a National Pediatric Cardiology Learning Network
    Anderson, Jeffrey B.
    Beekman, Robert H.
    Kugler, John D.
    Rosenthal, Geoffrey L.
    Jenkins, Kathy J.
    Klitzner, Thomas S.
    Martin, Gerard R.
    Neish, Steven R.
    Brown, David W.
    Mangeot, Colleen
    King, Eileen
    Peterson, Laura E.
    Provost, Lloyd
    Lannon, Carole
    [J]. CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES, 2015, 8 (04): : 428 - 436
  • [5] [Anonymous], 2023, SomaLogic platform reliability metrics
  • [6] Gene Ontology: tool for the unification of biology
    Ashburner, M
    Ball, CA
    Blake, JA
    Botstein, D
    Butler, H
    Cherry, JM
    Davis, AP
    Dolinski, K
    Dwight, SS
    Eppig, JT
    Harris, MA
    Hill, DP
    Issel-Tarver, L
    Kasarskis, A
    Lewis, S
    Matese, JC
    Richardson, JE
    Ringwald, M
    Rubin, GM
    Sherlock, G
    [J]. NATURE GENETICS, 2000, 25 (01) : 25 - 29
  • [7] Abnormalities in the Von Willebrand-Angiopoietin Axis Contribute to Dysregulated Angiogenesis and Angiodysplasia in Children With a Glenn Circulation
    Bartoli, Carlo R.
    Hennessy-Strahs, Samson
    Dowling, Robert D.
    Gaynor, J. William
    Glatz, Andrew C.
    [J]. JACC-BASIC TO TRANSLATIONAL SCIENCE, 2021, 6 (03): : 222 - 235
  • [8] Elevated basic fibroblast growth factor levels in patients with pulmonary arterial hypertension
    Benisty, JI
    McLaughlin, VV
    Landzberg, MJ
    Rich, JD
    Newburger, JW
    Rich, S
    Folkman, J
    [J]. CHEST, 2004, 126 (04) : 1255 - 1261
  • [9] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [10] The mouse F3/contactin glycoprotein Structural features, functional properties and developmental significance of its regulated expression
    Bizzoca, Antonella
    Corsi, Patrizia
    Gennarini, Gianfranco
    [J]. CELL ADHESION & MIGRATION, 2009, 3 (01) : 53 - 63