Robin R Deterding1, Brandie D Wagner2, J Kirk Harris1, Emily M DeBoer1. 1. Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, Aurora, Colorado; and. 2. Department of Biostatistics and Informatics, University of Colorado School of Public Health, Aurora, Colorado.
Abstract
Rationale: Biomarker signatures are needed in children with children's interstitial and diffuse lung disease (chILD) to improve diagnostic approaches, increase our understanding of disease pathogenesis, monitor disease progression, and develop new treatment strategies. Proteomic technology using SOMAmer (Slow Off-rate Modified Aptamer) nucleic acid-based protein-binding reagents allows for biomarker discovery. Objectives: We hypothesized that proteins and protein pathways in BAL fluid (BALF) would distinguish children with neuroendocrine cell hyperplasia of infancy (NEHI), surfactant dysfunction mutations, and other chILD diagnoses and control subjects. Methods: BALF was collected for clinical indications and banked in patients with chILD and disease control subjects using standardized protocols over 10 years. BALF supernatant was analyzed using an aptamer assay to measure 1,129 protein levels. Protein levels were compared between groups using an ANOVA and adjusted for multiple comparisons using false discovery rate. Proteins were classified into pathways. Hierarchical clustering was used to define endotypes in the group of children with NEHI.Measurements and Main Results: After correcting for multiple testing, children with NEHI (n = 22) had 202 aptamers that were significantly different (P < 0.05) in BALF compared with control subjects (n = 9). Children with surfactant mutation (n = 8) had 51 aptamers significantly different (P < 0.05) in BALF compared with control subjects (n = 9). Proteins associated with pulmonary fibrosis and inflammation were associated with the surfactant dysfunction group but not the NEHI group. Using hierarchical clustering analysis, two distinct NEHI endotypes were identified.Conclusions: Distinct proteins and protein pathways can be determined from BALF of children with chILD, and these hold promise to further our understanding of chILD.
Rationale: Biomarker signatures are needed in children with children's interstitial and diffuse lung disease (chILD) to improve diagnostic approaches, increase our understanding of disease pathogenesis, monitor disease progression, and develop new treatment strategies. Proteomic technology using SOMAmer (Slow Off-rate Modified Aptamer) nucleic acid-based protein-binding reagents allows for biomarker discovery. Objectives: We hypothesized that proteins and protein pathways in BAL fluid (BALF) would distinguish children with neuroendocrine cell hyperplasia of infancy (NEHI), surfactant dysfunction mutations, and other chILD diagnoses and control subjects. Methods: BALF was collected for clinical indications and banked in patients with chILD and disease control subjects using standardized protocols over 10 years. BALF supernatant was analyzed using an aptamer assay to measure 1,129 protein levels. Protein levels were compared between groups using an ANOVA and adjusted for multiple comparisons using false discovery rate. Proteins were classified into pathways. Hierarchical clustering was used to define endotypes in the group of children with NEHI.Measurements and Main Results: After correcting for multiple testing, children with NEHI (n = 22) had 202 aptamers that were significantly different (P < 0.05) in BALF compared with control subjects (n = 9). Children with surfactant mutation (n = 8) had 51 aptamers significantly different (P < 0.05) in BALF compared with control subjects (n = 9). Proteins associated with pulmonary fibrosis and inflammation were associated with the surfactant dysfunction group but not the NEHI group. Using hierarchical clustering analysis, two distinct NEHI endotypes were identified.Conclusions: Distinct proteins and protein pathways can be determined from BALF of children with chILD, and these hold promise to further our understanding of chILD.
Authors: Keith C Meyer; Ganesh Raghu; Robert P Baughman; Kevin K Brown; Ulrich Costabel; Roland M du Bois; Marjolein Drent; Patricia L Haslam; Dong Soon Kim; Sonoko Nagai; Paola Rottoli; Cesare Saltini; Moisés Selman; Charlie Strange; Brent Wood Journal: Am J Respir Crit Care Med Date: 2012-05-01 Impact factor: 21.405
Authors: Alan S Brody; R Paul Guillerman; Thomas C Hay; Brandie D Wagner; Lisa R Young; Gail H Deutsch; Leland L Fan; Robin R Deterding Journal: AJR Am J Roentgenol Date: 2010-01 Impact factor: 3.959
Authors: Gail H Deutsch; Lisa R Young; Robin R Deterding; Leland L Fan; Sharon D Dell; Judy A Bean; Alan S Brody; Lawrence M Nogee; Bruce C Trapnell; Claire Langston; Eric A Albright; Frederic B Askin; Peter Baker; Pauline M Chou; Carlyne M Cool; Susan C Coventry; Ernest Cutz; Mary M Davis; Megan K Dishop; Csaba Galambos; Kathleen Patterson; William D Travis; Susan E Wert; Frances V White Journal: Am J Respir Crit Care Med Date: 2007-09-20 Impact factor: 21.405
Authors: Jennifer A Wambach; Alicia M Casey; Martha P Fishman; Daniel J Wegner; Susan E Wert; F Sessions Cole; Aaron Hamvas; Lawrence M Nogee Journal: Am J Respir Crit Care Med Date: 2014-06-15 Impact factor: 21.405
Authors: Yetrib Hathout; Edward Brody; Paula R Clemens; Linda Cripe; Robert Kirk DeLisle; Pat Furlong; Heather Gordish-Dressman; Lauren Hache; Erik Henricson; Eric P Hoffman; Yvonne Monique Kobayashi; Angela Lorts; Jean K Mah; Craig McDonald; Bob Mehler; Sally Nelson; Malti Nikrad; Britta Singer; Fintan Steele; David Sterling; H Lee Sweeney; Steve Williams; Larry Gold Journal: Proc Natl Acad Sci U S A Date: 2015-05-26 Impact factor: 11.205
Authors: Marija Milacic; Robin Haw; Karen Rothfels; Guanming Wu; David Croft; Henning Hermjakob; Peter D'Eustachio; Lincoln Stein Journal: Cancers (Basel) Date: 2012-11-08 Impact factor: 6.639
Authors: Sydney B Montesi; Jolene H Fisher; Fernando J Martinez; Moisés Selman; Annie Pardo; Kerri A Johannson Journal: Am J Respir Crit Care Med Date: 2020-08-15 Impact factor: 21.405
Authors: Guangbo Chen; Gail H Deutsch; Grant S Schulert; Hong Zheng; SoRi Jang; Bruce Trapnell; Pui Y Lee; Claudia Macaubas; Katherine Ho; Corinne Schneider; Vivian E Saper; Adriana Almeida de Jesus; Mark A Krasnow; Alexei Grom; Raphaela Goldbach-Mansky; Purvesh Khatri; Elizabeth D Mellins; Scott W Canna Journal: Arthritis Rheumatol Date: 2022-05-31 Impact factor: 15.483