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Blood gene expression risk profiles and interstitial lung abnormalities: COPDGene and ECLIPSE cohort studies Moll, Matthew; Hobbs, Brian D.; Menon, Aravind; Ghosh, Auyon J.; Putman, Rachel K.; Hino, Takuya; Hata, Akinori; Silverman, Edwin K.; Quackenbush, John; Castaldi, Peter J.; Hersh, Craig P.; McGeachie, Michael J.; Sin, Don; Tal-Singer, Ruth; Nishino, Mizuki; Hatabu, Hiroto; Hunninghake, Gary M; Cho, Michael H.
Abstract
Background Interstitial lung abnormalities (ILA) are radiologic findings that may progress to idiopathic pulmonary fibrosis (IPF). Blood gene expression profiles can predict IPF mortality, but whether these same genes associate with ILA and ILA outcomes is unknown. This study evaluated if a previously described blood gene expression profile associated with IPF mortality is associated with ILA and all-cause mortality. Methods In COPDGene and ECLIPSE study participants with visual scoring of ILA and gene expression data, we evaluated the association of a previously described IPF mortality score with ILA and mortality. We also trained a new ILA score, derived using genes from the IPF score, in a subset of COPDGene. We tested the association with ILA and mortality on the remainder of COPDGene and ECLIPSE. Results In 1469 COPDGene (training n = 734; testing n = 735) and 571 ECLIPSE participants, the IPF score was not associated with ILA or mortality. However, an ILA score derived from IPF score genes was associated with ILA (meta-analysis of test datasets OR 1.4 [95% CI: 1.2–1.6]) and mortality (HR 1.25 [95% CI: 1.12–1.41]). Six of the 11 genes in the ILA score had discordant directions of effects compared to the IPF score. The ILA score partially mediated the effects of age on mortality (11.8% proportion mediated). Conclusions An ILA gene expression score, derived from IPF mortality-associated genes, identified genes with concordant and discordant effects on IPF mortality and ILA. These results suggest shared, and unique biologic processes, amongst those with ILA, IPF, aging, and death.
Item Metadata
Title |
Blood gene expression risk profiles and interstitial lung abnormalities: COPDGene and ECLIPSE cohort studies
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Creator |
Moll, Matthew; Hobbs, Brian D.; Menon, Aravind; Ghosh, Auyon J.; Putman, Rachel K.; Hino, Takuya; Hata, Akinori; Silverman, Edwin K.; Quackenbush, John; Castaldi, Peter J.; Hersh, Craig P.; McGeachie, Michael J.; Sin, Don; Tal-Singer, Ruth; Nishino, Mizuki; Hatabu, Hiroto; Hunninghake, Gary M; Cho, Michael H.
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Contributor | |
Publisher |
BioMed Central
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Date Issued |
2022-06-17
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Description |
Background
Interstitial lung abnormalities (ILA) are radiologic findings that may progress to idiopathic pulmonary fibrosis (IPF). Blood gene expression profiles can predict IPF mortality, but whether these same genes associate with ILA and ILA outcomes is unknown. This study evaluated if a previously described blood gene expression profile associated with IPF mortality is associated with ILA and all-cause mortality.
Methods
In COPDGene and ECLIPSE study participants with visual scoring of ILA and gene expression data, we evaluated the association of a previously described IPF mortality score with ILA and mortality. We also trained a new ILA score, derived using genes from the IPF score, in a subset of COPDGene. We tested the association with ILA and mortality on the remainder of COPDGene and ECLIPSE.
Results
In 1469 COPDGene (training n = 734; testing n = 735) and 571 ECLIPSE participants, the IPF score was not associated with ILA or mortality. However, an ILA score derived from IPF score genes was associated with ILA (meta-analysis of test datasets OR 1.4 [95% CI: 1.2–1.6]) and mortality (HR 1.25 [95% CI: 1.12–1.41]). Six of the 11 genes in the ILA score had discordant directions of effects compared to the IPF score. The ILA score partially mediated the effects of age on mortality (11.8% proportion mediated).
Conclusions
An ILA gene expression score, derived from IPF mortality-associated genes, identified genes with concordant and discordant effects on IPF mortality and ILA. These results suggest shared, and unique biologic processes, amongst those with ILA, IPF, aging, and death.
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Genre | |
Type | |
Language |
eng
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Date Available |
2022-10-05
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Provider |
Vancouver : University of British Columbia Library
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Rights |
Attribution 4.0 International (CC BY 4.0)
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DOI |
10.14288/1.0421070
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URI | |
Affiliation | |
Citation |
Respiratory Research. 2022 Jun 17;23(1):157
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Publisher DOI |
10.1186/s12931-022-02077-8
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Peer Review Status |
Reviewed
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Scholarly Level |
Faculty; Researcher
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Copyright Holder |
The Author(s)
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Rights URI | |
Aggregated Source Repository |
DSpace
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Rights
Attribution 4.0 International (CC BY 4.0)