TY - JOUR
T1 - Gene expression profiling in blood provides reproducible molecular insights into asthma control
AU - Croteau-Chonka, Damien C.
AU - Qiu, Weiliang
AU - Martinez, Fernando D.
AU - Strunk, Robert C.
AU - Lemanske, Robert F.
AU - Liu, Andrew H.
AU - Gilliland, Frank D.
AU - Millstein, Joshua
AU - Gauderman, W. James
AU - Ober, Carole
AU - Krishnan, Jerry A.
AU - White, Steven R.
AU - Naureckas, Edward T.
AU - Nicolae, Dan L.
AU - Barnes, Kathleen C.
AU - London, Stephanie J.
AU - Barraza-Villarreal, Albino
AU - Carey, Vincent J.
AU - Weiss, Scott T.
AU - Raby, Benjamin A.
N1 - Publisher Copyright:
© Copyright 2017 by the American Thoracic Society.
PY - 2017/1/15
Y1 - 2017/1/15
N2 - Rationale: Maintaining optimal symptom control remains the primary objective of asthma treatment. Better understanding of the biologic underpinnings of asthma control may lead to the development of improved clinical and pharmaceutical approaches. Objectives: To identify molecular pathways and interrelated genes whose differential expression was associated with asthma control. Methods: We performed gene set enrichment analyses of asthma control in 1,170 adults with asthma, each with gene expression data derived from either whole blood (WB) or unstimulated CD41 T lymphocytes (CD4), and a self-reported asthma control score representing either the preceding 6 months (chronic) or 7 days (acute). Our study comprised a discovery WB cohort (n = 245, chronic) and three independent, nonoverlapping replication cohorts: a secondWB set (n = 448, acute) and two CD4 sets (n = 300, chronic; n = 77, acute). Measurements and Main Results: In theWBdiscovery cohort, we found significant overrepresentation of genes associated with asthma control in 1,106 gene sets from the Molecular Signatures Database (false discovery rate, ,5%). Of these, 583 (53%) replicated in at least one replication cohort (false discovery rate, ,25%). Suboptimal control was associated with signatures of eosinophilic and granulocytic inflammatory signals, whereas optimal control signatures were enriched for immature lymphocytic patterns. These signatures included two related biologic processes related to activation by TREM-1 (triggering receptor expressed on myeloid cells 1) and lipopolysaccharide. Conclusions: Together, these results demonstrate the existence of specific, reproducible transcriptomic components in blood that vary with degree of asthma control and implicate a novel biologic target (TREM-1).
AB - Rationale: Maintaining optimal symptom control remains the primary objective of asthma treatment. Better understanding of the biologic underpinnings of asthma control may lead to the development of improved clinical and pharmaceutical approaches. Objectives: To identify molecular pathways and interrelated genes whose differential expression was associated with asthma control. Methods: We performed gene set enrichment analyses of asthma control in 1,170 adults with asthma, each with gene expression data derived from either whole blood (WB) or unstimulated CD41 T lymphocytes (CD4), and a self-reported asthma control score representing either the preceding 6 months (chronic) or 7 days (acute). Our study comprised a discovery WB cohort (n = 245, chronic) and three independent, nonoverlapping replication cohorts: a secondWB set (n = 448, acute) and two CD4 sets (n = 300, chronic; n = 77, acute). Measurements and Main Results: In theWBdiscovery cohort, we found significant overrepresentation of genes associated with asthma control in 1,106 gene sets from the Molecular Signatures Database (false discovery rate, ,5%). Of these, 583 (53%) replicated in at least one replication cohort (false discovery rate, ,25%). Suboptimal control was associated with signatures of eosinophilic and granulocytic inflammatory signals, whereas optimal control signatures were enriched for immature lymphocytic patterns. These signatures included two related biologic processes related to activation by TREM-1 (triggering receptor expressed on myeloid cells 1) and lipopolysaccharide. Conclusions: Together, these results demonstrate the existence of specific, reproducible transcriptomic components in blood that vary with degree of asthma control and implicate a novel biologic target (TREM-1).
KW - Asthma
KW - Blood
KW - Exacerbation
KW - Gene expression
KW - Genomics
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U2 - 10.1164/rccm.201601-0107OC
DO - 10.1164/rccm.201601-0107OC
M3 - Article
C2 - 27494826
AN - SCOPUS:85009730075
SN - 1073-449X
VL - 195
SP - 179
EP - 188
JO - American journal of respiratory and critical care medicine
JF - American journal of respiratory and critical care medicine
IS - 2
ER -