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miRNAome-metabolome wide association study reveals effects of miRNA regulation in eosinophilia and airflow obstruction in childhood asthma.

Publication ,  Journal Article
Sharma, R; Mendez, K; Begum, S; Chu, S; Prince, N; Hecker, J; Kelly, RS; Chen, Q; Wheelock, CE; Celedón, JC; Clish, C; Gertszen, R; Weiss, ST ...
Published in: EBioMedicine
February 2025

There are important inter-relationships between miRNAs and metabolites: alterations in miRNA expression can be induced by various metabolic stimuli, and miRNAs play a regulatory role in numerous cellular processes, impacting metabolism. While both specific miRNAs and metabolites have been identified for their role in childhood asthma, there has been no global assessment of the combined effect of miRNAs and the metabolome in childhood asthma.We performed miRNAome-metabolome-wide association studies ('miR-metabo-WAS') in two childhood cohorts of asthma to evaluate the contemporaneous and persistent miRNA-metabolite associations: 1) Genetic Epidemiology of Asthma in Costa Rica Study (GACRS) (N = 1121); 2) the Childhood Asthma Management Program (CAMP) (NBaseline = 312 and NEnd of trial = 454). We conducted a meta-analysis of the two cohorts to identify common contemporaneous associations between CAMP and GACRS (false-discovery rate (FDR) = 0.05). We assessed persistent miRNA-metabolome associations using baseline miRNAs and metabolomic profiling in CAMP at the end of the trial. The relation between miRNAs, metabolites and clinical phenotypes, including airway hyper-responsiveness (AHR), peripheral blood eosinophilia, and airflow obstruction, were then assessed via. Mediation analysis with 1000 bootstraps at an FDR significance level of 0.05.The meta-analysis yielded a total of 369 significant contemporaneous associations, involving 133 miRNAs and 60 metabolites. We identified 13 central hub metabolites (taurine, 12,13-diHOME, sebacate, 9-cis-retinoic acid, azelate, asparagine, C5:1 carnitine, cortisol, 3-methyladipate, inosine, NMMA, glycine, and Pyroglutamic acid) and four hub miRNAs (hsa-miR-186-5p, hsa-miR-143-3p, hsa-miR-192-5p, and hsa-miR-223-3p). Nine of these associations, between eight miRNAs and eight metabolites, were persistent in CAMP from baseline to the end of trial. Finally, five central hub metabolites (9-cis-retinoic acid, taurine, sebacate, azelate, and 12,13-diHOME) were identified as primary mediators in over 100 significant indirect miRNA-metabolite associations, with a collective influence on peripheral blood eosinophilia, AHR, and airflow obstruction.The robust association between miRNAs and metabolites, along with the substantial indirect impact of miRNAs via 5 hub metabolites on multiple clinical asthma metrics, suggests important integrated effects of miRNAs and metabolites on asthma. These findings imply that the indirect regulation of metabolism and cellular functions by miRNA influences Th2 inflammation, AHR, and airflow obstruction in childhood asthma.Molecular data for CAMP and GACRS via the Trans-Omics in Precision Medicine (TOPMed) program was supported by the National Heart, Lung, and Blood Institute (NHLBI).

Duke Scholars

Published In

EBioMedicine

DOI

EISSN

2352-3964

ISSN

2352-3964

Publication Date

February 2025

Volume

112

Start / End Page

105534

Related Subject Headings

  • MicroRNAs
  • Metabolomics
  • Metabolome
  • Male
  • Humans
  • Gene Expression Regulation
  • Gene Expression Profiling
  • Female
  • Eosinophilia
  • Child, Preschool
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Sharma, R., Mendez, K., Begum, S., Chu, S., Prince, N., Hecker, J., … McGeachie, M. (2025). miRNAome-metabolome wide association study reveals effects of miRNA regulation in eosinophilia and airflow obstruction in childhood asthma. EBioMedicine, 112, 105534. https://doi.org/10.1016/j.ebiom.2024.105534
Sharma, Rinku, Kevin Mendez, Sofina Begum, Su Chu, Nicole Prince, Julian Hecker, Rachel S. Kelly, et al. “miRNAome-metabolome wide association study reveals effects of miRNA regulation in eosinophilia and airflow obstruction in childhood asthma.EBioMedicine 112 (February 2025): 105534. https://doi.org/10.1016/j.ebiom.2024.105534.
Sharma R, Mendez K, Begum S, Chu S, Prince N, Hecker J, et al. miRNAome-metabolome wide association study reveals effects of miRNA regulation in eosinophilia and airflow obstruction in childhood asthma. EBioMedicine. 2025 Feb;112:105534.
Sharma, Rinku, et al. “miRNAome-metabolome wide association study reveals effects of miRNA regulation in eosinophilia and airflow obstruction in childhood asthma.EBioMedicine, vol. 112, Feb. 2025, p. 105534. Epmc, doi:10.1016/j.ebiom.2024.105534.
Sharma R, Mendez K, Begum S, Chu S, Prince N, Hecker J, Kelly RS, Chen Q, Wheelock CE, Celedón JC, Clish C, Gertszen R, Tantisira KG, Weiss ST, Lasky-Su J, McGeachie M. miRNAome-metabolome wide association study reveals effects of miRNA regulation in eosinophilia and airflow obstruction in childhood asthma. EBioMedicine. 2025 Feb;112:105534.
Journal cover image

Published In

EBioMedicine

DOI

EISSN

2352-3964

ISSN

2352-3964

Publication Date

February 2025

Volume

112

Start / End Page

105534

Related Subject Headings

  • MicroRNAs
  • Metabolomics
  • Metabolome
  • Male
  • Humans
  • Gene Expression Regulation
  • Gene Expression Profiling
  • Female
  • Eosinophilia
  • Child, Preschool