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Published on: August 7, 2017
Circulating MicroRNA: Incident Asthma Prediction and Vitamin D Effect Modification
Jiang Li1,2, Anshul Tiwari2, Hooman Mirzakhani2
1Research Center, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen 518107, China.
Abstract:
Of children with recurrent wheezing in early childhood, approximately half go on to develop asthma. MicroRNAs have been described as excellent non-invasive biomarkers due to their prognostic utility. We hypothesized that circulating microRNAs can predict incident asthma and that that prediction might be modified by vitamin D. We selected 75 participants with recurrent wheezing at 3 years old from the Vitamin D Antenatal Asthma Reduction Trial (VDAART). Plasma samples were collected at age 3 and sequenced for small RNA-Seq. The read counts were normalized and filtered by depth and coverage. Logistic regression was employed to associate miRNAs at age 3 with asthma status at age 5. While the overall effect of miRNA on asthma occurrence was weak, we identified 38 miRNAs with a significant interaction effect with vitamin D and 32 miRNAs with a significant main effect in the high vitamin D treatment group in VDAART. We validated the VDAART results in Project Viva for both the main effect and interaction effect. Meta-analysis was performed on both cohorts to obtain the combined effect and a logistic regression model was used to predict incident asthma at age 7 in Project Viva. Of the 23 overlapped miRNAs in the stratified and interaction analysis above, 9 miRNAs were replicated in Project Viva with strong effect size and remained in the meta-analysis of the two populations. The target genes of the 9 miRNAs were enriched for asthma-related Kyoto Encyclopedia of Genes and Genomes (KEGG) signaling pathways. Using logistic regression, microRNA hsa-miR-574-5p had a good prognostic ability for incident asthma prognosis with an area under the receiver operating characteristic (AUROC) of 0.83. In conclusion, miRNAs appear to be good biomarkers of incident asthma, but only when vitamin D level is considered.
Insights
Circulating microRNAs show promise as biomarkers for predicting childhood asthma. Their predictive ability for asthma is significantly enhanced when vitamin D levels are considered, particularly in children with recurrent wheezing.
Area of Science:
- Biomarkers
- Pediatric Respiratory Medicine
- Molecular Biology
Background:
- Recurrent wheezing in early childhood affects approximately 50% of children, with half developing asthma.
- MicroRNAs (miRNAs) are recognized as non-invasive biomarkers with prognostic value.
- The potential role of vitamin D in modifying asthma development is an area of ongoing research.
Purpose of the Study:
- To investigate if circulating microRNAs can predict incident asthma in children.
- To determine if vitamin D modifies the predictive capacity of microRNAs for asthma development.
- To identify specific microRNAs and their pathways associated with asthma incidence.
Main Methods:
- Analysis of plasma samples from 75 children with recurrent wheezing at age 3 from the VDAART cohort.
- Small RNA sequencing, normalization, and filtering of miRNA data.
- Logistic regression and meta-analysis to associate miRNAs with asthma status at ages 5 and 7, considering vitamin D levels, validated in the Project Viva cohort.
Main Results:
- While overall miRNA effects were weak, 38 miRNAs showed significant interaction with vitamin D, and 32 had a main effect in the high vitamin D group.
- Nine overlapped miRNAs were replicated across cohorts, with target genes enriched in asthma-related KEGG pathways.
- MicroRNA hsa-miR-574-5p demonstrated strong prognostic ability for incident asthma (AUROC 0.83).
Conclusions:
- Circulating microRNAs are promising biomarkers for predicting incident asthma.
- The prognostic utility of microRNAs for asthma is significantly influenced by vitamin D levels.
- Combined analysis of microRNAs and vitamin D offers improved asthma prediction in at-risk children.
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