Abstract | BACKGROUND: METHODS: In the AIPFR cohort, candidate proteins were assessed by ELISA as well as in an unbiased proteomic approach. LASSO (least absolute shrinkage and selection operator) regression was used to restrict the selection of markers that best accounted for the progressor phenotype at 1 year in the AIPFR cohort, and subsequently prospectively selected for replication in the validation TLF cohort and assessed retrospectively in the PROFILE cohort. Four significantly replicating biomarkers were aggregated into a progression index model based on tertiles of circulating concentrations. RESULTS: 189 participants were included in the AIPFR cohort, 205 participants from the TLF cohort and 122 participants from the PROFILE cohort. Differential biomarker expression was observed by ELISA and replicated for osteopontin, matrix metallopeptidase-7, intercellular adhesion molecule-1 and periostin for those with a progressor phenotype at 1 year. Proteomic data did not replicate. The progression index in the AIPFR, TLF and PROFILE cohorts predicted risk of progression, mortality and progression-free survival. A statistical model incorporating the progression index demonstrated the capacity to distinguish disease progression at 12 months, which was increased beyond the clinical GAP (gender, age and physiology) score model alone in all cohorts, and significantly so within the incidence-based TLF and PROFILE cohorts. CONCLUSION: A panel of circulatory biomarkers can provide potentially valuable clinical assistance in the prognosis of IPF patients.
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Authors | Britt Clynick, Tamera J Corte, Helen E Jo, Iain Stewart, Ian N Glaspole, Christopher Grainge, Toby M Maher, Vidya Navaratnam, Richard Hubbard, Peter M A Hopkins, Paul N Reynolds, Sally Chapman, Christopher Zappala, Gregory J Keir, Wendy A Cooper, Annabelle M Mahar, Samantha Ellis, Nicole S Goh, Emma De Jong, Lilian Cha, Dino B A Tan, Lucy Leigh, Christopher Oldmeadow, E Haydn Walters, R Gisli Jenkins, Yuben Moodley |
Journal | The European respiratory journal
(Eur Respir J)
Vol. 59
Issue 3
(03 2022)
ISSN: 1399-3003 [Electronic] England |
PMID | 34675050
(Publication Type: Journal Article, Research Support, Non-U.S. Gov't)
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Copyright | Copyright ©The authors 2022. For reproduction rights and permissions contact [email protected]. |
Chemical References |
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Topics |
- Australia
- Biomarkers
- Humans
- Idiopathic Pulmonary Fibrosis
(diagnosis, genetics)
- Prospective Studies
- Proteomics
- Retrospective Studies
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