A Multi-Omics Approach Uncovers Divergent Mechanisms of Asthma in Normal Weight and Obese Children
Ilhame Diboun1, Harshita Shailesh2, Shana Jacob3
1Medical and Population Genomics Lab, Sidra Medicine, Doha 26999, Qatar.
Insights
Asthma in normal-weight children involves altered energy metabolism and inflammation, while in obese children, it suggests oxidative stress. These findings highlight BMI-specific metabolic pathways in pediatric asthma for personalized treatment.
Area of Science:
- Metabolomics
- Lipidomics
- Pediatric Asthma
- Obesity
Background:
- Obesity-related asthma in children leads to worse symptom control and more exacerbations.
- Underlying metabolic mechanisms driving this disparity remain unclear.
- This study investigates metabolic and lipidomic profiles to uncover drivers of childhood asthma linked to body mass index (BMI).
Purpose of the Study:
- To identify metabolic and lipidomic differences in children with asthma based on their weight status (normal-weight vs. overweight/obese).
- To explore the relationship between metabolic alterations, clinical features, and BMI in pediatric asthma.
- To validate findings in an adult cohort.
Main Methods:
- Untargeted plasma metabolomic and lipidomic profiling of children aged 6-17.
- Categorization into normal-weight (NW) asthmatic/non-asthmatic and overweight/obese (OO) asthmatic/non-asthmatic groups.
- Analysis using orthogonal partial least squares discriminant analysis (OPLS-DA), Gaussian Graphical Models, and comparison with the adult Qatar Biobank cohort.
Main Results:
- Asthma showed stronger metabolic separation from controls in normal-weight children compared to overweight/obese children.
- Metabolic signatures differed by BMI: altered tricarboxylic acid (TCA) cycle intermediates and sphingomyelins (SM) in NW, and phospholipids in OO.
- Interactions linked altered SMs to interleukins and TCA intermediates to electrolytes in NW, associated with leptin.
- Increased residual volume to total lung capacity ratio in OO correlated with phospholipid changes.
Conclusions:
- Normal-weight pediatric asthma is associated with enhanced TCA cycle activity and inflammation linked to sphingomyelin metabolism.
- Overweight/obese pediatric asthma suggests oxidative stress from chronic inflammation.
- These BMI-specific metabolic insights can guide precision medicine approaches for managing pediatric asthma.
Abstract:
Background: Children with obesity-related asthma exhibit poorer symptom control and more frequent exacerbations than their normal-weight peers, but the underlying metabolic mechanisms are unclear. This study aimed to identify drivers of obesity-related asthma through untargeted plasma metabolomic and lipidomic profiling. Methods: Plasma was obtained from normal weight (NW) asthmatic (n = 95) and non-asthmatic (n = 67) and overweight/obese (OO) asthmatic (n = 99) and non-asthmatic (n = 100) children (6-17 years). We assessed metabolic and lipidomic differences between asthmatics and controls within each BMI group using orthogonal partial least squares discriminant analysis (OPLS-DA), examined overlap with the adult Qatar Biobank cohort, and mapped metabolic-clinical interactions using Gaussian Graphical Models. Results: In the fitted OPLS-DA models, separation between asthmatic and control groups was stronger in the NW group (R2Y = 0.72/0.52) than in OO (R2Y = 0.65/0.63) children. Asthma was associated with altered tricarboxylic acid (TCA) intermediates, ether-linked phosphatidylethanolamines, and sphingomyelins (SM) in NW, and with phosphatidylcholines, lysophosphatidylcholines, and phosphatidylethanolamines in OO. Integrating metabolomic, lipidomic, and clinical data revealed connections between altered SMs and interleukins, and TCA intermediates and electrolytes, all associated with elevated leptin in NW. An increased residual volume to total lung capacity ratio in OO was associated with phospholipid shifts. The overall dynamics in lipid metabolism with asthma, conditioned on BMI, was also observed in the adult Qatar Biobank cohort. Conclusions: Among NW children with asthma, we found enhanced TCA cycle activity and inflammation linked to altered SM metabolism, whereas in OO, the findings suggest oxidative stress arising from chronic obesity-related inflammation. These data reveal BMI-specific metabolic mechanisms of pediatric asthma that might inform precision approaches to disease management.
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