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Coelho R, Cruz ÁA, Lima L, Melo AP, Belitardo E, Machado C, Fernandes JS, Costa GNDO, Souza-Machado A, Pinheiro GP, Santana CVN, Figueiredo CA, Costa RDS. Genetic variants in insulin, leptin, and their receptors are associated with overweight in a Brazilian asthma cohort. Nutr Res 2025; 136:28-38. [PMID: 40132274 DOI: 10.1016/j.nutres.2025.01.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 01/30/2025] [Accepted: 01/30/2025] [Indexed: 03/27/2025]
Abstract
Obesity is often characterized by meta-inflammation and is influenced by the interaction between genetic predisposition and environmental factors. Common features include impaired insulin action and elevated leptin concentrations, which are accompanied by a simultaneous reduction in sensitivity to these hormones. We hypothesized that single nucleotide variants in protein-coding genes and their receptors may influence the dysfunctions observed in obesity. For that, we investigate the association between single nucleotide variants in the LEP, LEPR, INS, and INSR genes with excess weight in a Brazilian population drawn from an asthma cohort. The study included 703 individuals with excess weight and 333 controls (individuals without overweight) from ProAR foundation. Genotyping was conducted using a commercial Illumina Multi-Ethnic Global Array panel (MEGA, Illumina), which contains 1.5 million markers. Logistic regression was employed to identify associations with the overweight using PLINK 2.0. The analysis was adjusted for age, sex, corticosteroids, and the principal component 1 representing ethnicity to control for confounding factors due to population structure. Variants in the LEP and LEPR genes exhibited the strongest associations with the risk of overweight in our population, whereas the associations with INSR were predominantly negative. The lone variant in the INS gene did not demonstrate a significant association with the outcome. Finally, anthropometric indices showed associations with various genotypes, particularly in the receptor variants. Associations in the genes studied with overweight and the distribution of body fat potentially impacts metabolic dysfunctions, which should be further investigated in other studies.
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Affiliation(s)
- Raísa Coelho
- Department of Bioregulation, Laboratory of Immunopharmacology and Molecular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Álvaro A Cruz
- PROAR Foundation, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Louise Lima
- Department of Bioregulation, Laboratory of Immunopharmacology and Molecular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Ana Paula Melo
- Department of Bioregulation, Laboratory of Immunopharmacology and Molecular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Emília Belitardo
- Department of Bioregulation, Laboratory of Immunopharmacology and Molecular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Candace Machado
- Department of Bioregulation, Laboratory of Immunopharmacology and Molecular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Jamille Souza Fernandes
- PROAR Foundation, Federal University of Bahia, Salvador, Bahia, Brazil; Center of Biological and Health Sciences, Federal University of Western Bahia, Barreiras, Bahia, Brazil
| | - Gustavo Nunes de Oliveira Costa
- Department of Bioregulation, Laboratory of Immunopharmacology and Molecular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Adelmir Souza-Machado
- PROAR Foundation, Federal University of Bahia, Salvador, Bahia, Brazil; Department of Biomorphology, Institute of Health Sciences, Federal University of Bahia, Salvador, Bahia, Brazil
| | | | | | - Camila Alexandrina Figueiredo
- Department of Bioregulation, Laboratory of Immunopharmacology and Molecular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Ryan Dos S Costa
- Department of Bioregulation, Laboratory of Immunopharmacology and Molecular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador, Bahia, Brazil.
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Luo T, Guo W, Ji W, Du W, Lv Y, Feng Z. Monocyte CCL2 signaling possibly contributes to increased asthma susceptibility in type 2 diabetes. Sci Rep 2025; 15:10768. [PMID: 40155667 PMCID: PMC11953320 DOI: 10.1038/s41598-025-95039-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Accepted: 03/18/2025] [Indexed: 04/01/2025] Open
Abstract
In recent years, the respiratory system has been increasingly recognized as a key target organ in diabetes. Although observational studies have established significant clinical associations between type 2 diabetes (T2D), antidiabetic medication use, and asthma, the causal relationships and underlying molecular mechanisms remain unclear. This study employed a bidirectional two-sample Mendelian randomization (MR) approach combined with bioinformatics analysis to explore the causal relationships between T2D and asthma subtypes and complications, with a focus on immune-regulatory mechanisms. The MR analysis utilized inverse-variance weighted (IVW) and meta-analysis methods to evaluate overall effects, with sensitivity analyses confirming the robustness of the findings. Bioinformatics analysis focused on differential gene expression and pathway enrichment to identify potential molecular networks. The MR analysis showed that T2D has a significant positive causal effect on asthma (P < 0.05), with severe autoimmune T2D showing strong associations with specific asthma subtypes (eosinophilic and mixed asthma) and complications (e.g., acute respiratory infections and pneumonia) (P < 0.05). Bioinformatics analysis identified the monocyte-CCL2 signaling axis as a key mechanism linking T2D and asthma, where hyperglycemia-induced monocyte activation may promote asthma development. These findings reveal shared inflammatory pathways and deepen our understanding of the molecular mechanisms linking these two chronic diseases.
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Affiliation(s)
- Tian Luo
- Department of Respiratory and Critical Care Medicine, The People's Hospital of Sishui, Jining, 273200, Shandong, China
- Zhongshan City People's Hospital, Xinxiang Medical University, Xinxiang, 453003, Henan, China
| | - Weihong Guo
- Zhongshan City People's Hospital, Xinxiang Medical University, Xinxiang, 453003, Henan, China
| | - Wentao Ji
- Zhongshan City People's Hospital, Xinxiang Medical University, Xinxiang, 453003, Henan, China
| | - WeiWei Du
- Zhongshan City People's Hospital, Xinxiang Medical University, Xinxiang, 453003, Henan, China
| | - Yanhua Lv
- Department of Respiratory and Critical Care Medicine, Shunde Hospital of Southern Medical University, Shunde, 528300, Guangdong, China.
| | - Zhijun Feng
- Postdoctoral Innovation Practice Base, Jiangmen Central Hospital, Southern Medical University, Jiangmen, 529030, Guangdong, China.
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Tian Y, Sun J, Jiao D, Zhang W. The potential role of n-3 fatty acids and their lipid mediators on asthmatic airway inflammation. Front Immunol 2024; 15:1488570. [PMID: 39720728 PMCID: PMC11666451 DOI: 10.3389/fimmu.2024.1488570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Accepted: 11/21/2024] [Indexed: 12/26/2024] Open
Abstract
Asthma, is a common, significant and diverse condition marked by persistent airway inflammation, with a major impact on human health worldwide. The predisposing factors for asthma are complex and widespread. The beneficial effects of omega-3 (n-3) polyunsaturated fatty acids (PUFAs) in asthma have increasingly attracted attention recently. In asthma therapy, n-3 PUFAs may reduce asthma risk by controlling on levels of inflammatory cytokines and regulating recruitment of inflammatory cells in asthma. The specialized pro-resolving mediators (SPMs) derived from n-3 PUFAs, including the E- and D-series resolvins, protectins, and maresins, were discovered in inflammatory exudates and their biosynthesis by lipoxygenase mediated pathways elucidated., SPMs alleviated T-helper (Th)1/Th17 and type 2 cytokine immune imbalance, and regulated macrophage polarization and recruitment of inflammatory cells in asthma via specific receptors such as formyl peptide receptor 2 (ALX/FPR2) and G protein-coupled receptor 32. In conclusion, the further study of n-3 PUFAs and their derived SPMs may lead to novel anti-inflammatory asthma treatments.
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Affiliation(s)
- Yuan Tian
- School of Pharmacy, Changchun University of Traditional Chinese Medicine, Changchun, China
| | - JingMeng Sun
- Department of Pharmacy, First Hospital of Jilin University, Changchun, China
| | - DongMei Jiao
- Analytical Preparation Process Department, Shouyao Holdings (Beijing) Co., Ltd, Beijing, China
| | - WeiYu Zhang
- School of Pharmacy, Changchun University of Traditional Chinese Medicine, Changchun, China
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Chen J, Cheng Z, Yao Y, Wang S. Variation of All-Cause Mortality with Fat-Free Mass Index (FFMI) and Fat Mass Index (FMI) in Individuals with Asthma: Results from the NHANES Database Retrospective Cohort Study. J Epidemiol Glob Health 2024; 14:1555-1568. [PMID: 39347931 PMCID: PMC11652439 DOI: 10.1007/s44197-024-00307-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 09/21/2024] [Indexed: 10/01/2024] Open
Abstract
BACKGROUND The relationship between fat-free mass index (FFMI), fat mass index (FMI), and mortality in patients with asthma remains unknown. This study aimed to examine the associations between FFMI and FMI and all-cause mortality in a cohort of American adults diagnosed with asthma. METHODS This study included 15,200 adults from NHANES. To assess mortality, we linked participant records to the National Death Index. FMI and FFMI were measured and evaluated using dual-energy X-ray absorptiometry (DXA). Survival differences across quintiles of FFMI and FMI were explored using Kaplan-Meier plots and log-rank tests, with the proportional hazards assumption assessed using Schoenfeld residuals. Cox proportional hazards regression models were used to estimate the hazard ratios (HRs) for mortality associated with FFMI and FMI, adjusting for potential confounders including age, sex, smoking status, physical activity, and other relevant factors. Additionally, stratified analyses based on theoretical considerations were conducted to identify subgroups of individuals exhibiting an elevated risk of mortality. This study also examined the nonlinear relationships between FFMI, FMI, and mortality using restricted cubic splines (RCS). RESULTS After a median follow-up of 184 months, 12.11% of individuals had died. Kaplan-Meier plots revealed significant differences in all-cause mortality among patients with asthma across the FFMI and FMI quintiles. Specifically, individuals in the lowest FFMI quintile (Q1, 10.4-16.0, representing the range of FFMI values) exhibited a significantly increased risk of all-cause mortality (HR: 4.63; 95% CI: 1.59, 13.5; p < 0.01). Similarly, elevated risks of all-cause mortality were observed in the upper three quintiles of FMI, with Q3 (4.8-6.1) having an HR of 2.9 (95% CI: 1.20, 7.00; p < 0.05), Q4 (6.2-8.3) having an HR of 3.37 (95% CI: 1.41, 8.03; p < 0.01), and Q5 (8.4-22.8) having an HR of 4.6 (95% CI: 1.31, 16.2; p < 0.05). Moreover, the risk of all-cause mortality increased with increasing FMI and decreasing FFMI (p for non-linearity < 0.001 in both cases). Subgroup analyses further elucidated these associations across different categories. In examining the association between FMI and all-cause mortality among asthma patients across various subgroups, a heightened mortality risk found among males, individuals with medium education levels, medium income levels, and those who consume alcohol. CONCLUSIONS The study shows that both high FMI and low FFMI are associated with increased mortality in patients with asthma. These findings underscore the critical role of FMI and FFMI in the health management of asthma patients. Therefore, it is recommended that clinicians proactively monitor and adjust these indices to improve patient prognosis and enhance health outcomes for individuals with asthma..
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Affiliation(s)
- Jing Chen
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Xi'an Medical University, Xi'an Medical University, No.48 Fenghao West Road, Xi'an, Shaanxi, 710077, China
| | - Zihe Cheng
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Xi'an Medical University, Xi'an Medical University, No.48 Fenghao West Road, Xi'an, Shaanxi, 710077, China
| | - Yang Yao
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Xi'an Medical University, Xi'an Medical University, No.48 Fenghao West Road, Xi'an, Shaanxi, 710077, China
| | - Shengyu Wang
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Xi'an Medical University, Xi'an Medical University, No.48 Fenghao West Road, Xi'an, Shaanxi, 710077, China.
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Herrera-Luis E, Hernandez-Pacheco N. Unraveling the Complexity of Asthma: Insights from Omics Approaches. Biomedicines 2024; 12:1062. [PMID: 38791024 PMCID: PMC11118198 DOI: 10.3390/biomedicines12051062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024] Open
Abstract
Asthma is a heterogeneous respiratory disease that represents a substantial social and economic burden [...].
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Affiliation(s)
- Esther Herrera-Luis
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA;
| | - Natalia Hernandez-Pacheco
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, 11883 Stockholm, Sweden
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
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Witte A, Türk Y, Braunstahl GJ. Obesity-related asthma: new insights leading to a different approach. Curr Opin Pulm Med 2024; 30:294-302. [PMID: 38441436 DOI: 10.1097/mcp.0000000000001073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2024]
Abstract
PURPOSE OF REVIEW Obesity is a growing global health threat that significantly contributes to the burden of asthma by increasing the risk of developing asthma and exerting a distinct effect on lung function and inflammation. The treatment of obesity-related asthma is hindered by a poor response to standard asthma treatments, leading to worse asthma control. Weight loss strategies have a significant effect on asthma symptoms but are not feasible for a large proportion of patients, underscoring the need for a better understanding of the pathophysiology and the development of additional treatment options. RECENT FINDINGS Recent literature focusing on pathophysiology particularly delved into nontype 2 inflammatory mechanisms, associations with the metabolic syndrome and small airway impairment. Additionally, several new treatment options are currently investigated, including biologics, weight reduction interventions, and novel antiobesity drugs. SUMMARY Obesity-related asthma is a highly prevalent asthma phenotype for which weight loss strategies currently stand as the most specific treatment. Furthermore, novel pharmacological interventions aiming at metabolic processes are on the way.
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Affiliation(s)
- Adjan Witte
- Department of Pulmonology, Franciscus Gasthuis & Vlietland, The Netherlands
| | - Yasemin Türk
- Department of Pulmonology, Franciscus Gasthuis & Vlietland, The Netherlands
- Dutch Asthma Center Davos, Davos, Switzerland
| | - Gert-Jan Braunstahl
- Department of Pulmonology, Franciscus Gasthuis & Vlietland, The Netherlands
- Department of Pulmonary Disease, Erasmus MC, Rotterdam, The Netherlands
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Zhu W, Bai D, Ji W, Gao J. TRP channels associated with macrophages as targets for the treatment of obese asthma. Lipids Health Dis 2024; 23:49. [PMID: 38365763 PMCID: PMC10874053 DOI: 10.1186/s12944-024-02016-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Accepted: 01/10/2024] [Indexed: 02/18/2024] Open
Abstract
Globally, obesity and asthma pose significant health challenges, with obesity being a key factor influencing asthma. Despite this, effective treatments for obese asthma, a distinct phenotype, remain elusive. Since the discovery of transient receptor potential (TRP) channels in 1969, their value as therapeutic targets for various diseases has been acknowledged. TRP channels, present in adipose tissue cells, influence fat cell heat production and the secretion of adipokines and cytokines, which are closely associated with asthma and obesity. This paper aims to investigate the mechanisms by which obesity exacerbates asthma-related inflammation and suggests that targeting TRP channels in adipose tissue could potentially suppress obese asthma and offer novel insights into its treatment.
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Affiliation(s)
- Wenzhao Zhu
- Chengdu University of Traditional Chinese Medicine, 1166 Liutai Avenue, Wenjiang District, Chengdu, Sichuan, China
| | - Dinxi Bai
- Chengdu University of Traditional Chinese Medicine, 1166 Liutai Avenue, Wenjiang District, Chengdu, Sichuan, China
| | - Wenting Ji
- Chengdu University of Traditional Chinese Medicine, 1166 Liutai Avenue, Wenjiang District, Chengdu, Sichuan, China.
| | - Jing Gao
- Chengdu University of Traditional Chinese Medicine, 1166 Liutai Avenue, Wenjiang District, Chengdu, Sichuan, China.
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Antonisamy B, Shailesh H, Hani Y, Ahmed LHM, Noor S, Ahmed SY, Alfaki M, Muhayimana A, Jacob SS, Balayya SK, Soloviov O, Liu L, Mathew LS, Wang K, Tomei S, Al Massih A, Mathew R, Karim MY, Ramanjaneya M, Worgall S, Janahi IA. Sphingolipids in Childhood Asthma and Obesity (SOAP Study): A Protocol of a Cross-Sectional Study. Metabolites 2023; 13:1146. [PMID: 37999242 PMCID: PMC10673587 DOI: 10.3390/metabo13111146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Revised: 10/27/2023] [Accepted: 10/31/2023] [Indexed: 11/25/2023] Open
Abstract
Asthma and obesity are two of the most common chronic conditions in children and adolescents. There is increasing evidence that sphingolipid metabolism is altered in childhood asthma and is linked to airway hyperreactivity. Dysregulated sphingolipid metabolism is also reported in obesity. However, the functional link between sphingolipid metabolism, asthma, and obesity is not completely understood. This paper describes the protocol of an ongoing study on sphingolipids that aims to examine the pathophysiology of sphingolipids in childhood asthma and obesity. In addition, this study aims to explore the novel biomarkers through a comprehensive multi-omics approach including genomics, genome-wide DNA methylation, RNA-Seq, microRNA (miRNA) profiling, lipidomics, metabolomics, and cytokine profiling. This is a cross-sectional study aiming to recruit 440 children from different groups: children with asthma and normal weight (n = 100), asthma with overweight or obesity (n = 100), overweight or obesity (n = 100), normal weight (n = 70), and siblings of asthmatic children with normal weight, overweight, or obesity (n = 70). These participants will be recruited from the pediatric pulmonology, pediatric endocrinology, and general pediatric outpatient clinics at Sidra Medicine, Doha, Qatar. Information will be obtained from self-reported questionnaires on asthma, quality of life, food frequency (FFQ), and a 3-day food diary that are completed by the children and their parents. Clinical measurements will include anthropometry, blood pressure, biochemistry, bioelectrical impedance, and pulmonary function tests. Blood samples will be obtained for sphingolipid analysis, serine palmitoyltransferase (SPT) assay, whole-genome sequencing (WGS), genome-wide DNA methylation study, RNA-Seq, miRNA profiling, metabolomics, lipidomics, and cytokine analysis. Group comparisons of continuous outcome variables will be carried out by a one-way analysis of variance or the Kruskal-Wallis test using an appropriate pairwise multiple comparison test. The chi-squared test or a Fisher's exact test will be used to test the associations between categorical variables. Finally, multivariate analysis will be carried out to integrate the clinical data with multi-omics data. This study will help us to understand the role of dysregulated sphingolipid metabolism in obesity and asthma. In addition, the multi-omics data from the study will help to identify novel genetic and epigenetic signatures, inflammatory markers, and mechanistic pathways that link asthma and obesity in children. Furthermore, the integration of clinical and multi-omics data will help us to uncover the potential interactions between these diseases and to offer a new paradigm for the treatment of pediatric obesity-associated asthma.
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Affiliation(s)
- Belavendra Antonisamy
- Department of Pediatric Medicine, Sidra Medicine, Doha P.O. Box 26999, Qatar; (B.A.); (H.S.); (Y.H.); (L.H.M.A.); (S.N.); (S.Y.A.); (M.A.); (A.M.)
| | - Harshita Shailesh
- Department of Pediatric Medicine, Sidra Medicine, Doha P.O. Box 26999, Qatar; (B.A.); (H.S.); (Y.H.); (L.H.M.A.); (S.N.); (S.Y.A.); (M.A.); (A.M.)
| | - Yahya Hani
- Department of Pediatric Medicine, Sidra Medicine, Doha P.O. Box 26999, Qatar; (B.A.); (H.S.); (Y.H.); (L.H.M.A.); (S.N.); (S.Y.A.); (M.A.); (A.M.)
| | - Lina Hayati M. Ahmed
- Department of Pediatric Medicine, Sidra Medicine, Doha P.O. Box 26999, Qatar; (B.A.); (H.S.); (Y.H.); (L.H.M.A.); (S.N.); (S.Y.A.); (M.A.); (A.M.)
| | - Safa Noor
- Department of Pediatric Medicine, Sidra Medicine, Doha P.O. Box 26999, Qatar; (B.A.); (H.S.); (Y.H.); (L.H.M.A.); (S.N.); (S.Y.A.); (M.A.); (A.M.)
| | - Salma Yahya Ahmed
- Department of Pediatric Medicine, Sidra Medicine, Doha P.O. Box 26999, Qatar; (B.A.); (H.S.); (Y.H.); (L.H.M.A.); (S.N.); (S.Y.A.); (M.A.); (A.M.)
| | - Mohamed Alfaki
- Department of Pediatric Medicine, Sidra Medicine, Doha P.O. Box 26999, Qatar; (B.A.); (H.S.); (Y.H.); (L.H.M.A.); (S.N.); (S.Y.A.); (M.A.); (A.M.)
| | - Abidan Muhayimana
- Department of Pediatric Medicine, Sidra Medicine, Doha P.O. Box 26999, Qatar; (B.A.); (H.S.); (Y.H.); (L.H.M.A.); (S.N.); (S.Y.A.); (M.A.); (A.M.)
| | - Shana Sunny Jacob
- Analytical Chemistry Core, Advanced Diagnostic Core Facilities, Sidra Medicine, Doha P.O. Box 26999, Qatar; (S.S.J.); (S.K.B.)
| | - Saroja Kotegar Balayya
- Analytical Chemistry Core, Advanced Diagnostic Core Facilities, Sidra Medicine, Doha P.O. Box 26999, Qatar; (S.S.J.); (S.K.B.)
| | - Oleksandr Soloviov
- Clinical Genomics Laboratory, Integrated Genomics Services, Sidra Medicine, Doha P.O. Box 26999, Qatar; (O.S.); (L.L.); (L.S.M.); (K.W.)
| | - Li Liu
- Clinical Genomics Laboratory, Integrated Genomics Services, Sidra Medicine, Doha P.O. Box 26999, Qatar; (O.S.); (L.L.); (L.S.M.); (K.W.)
| | - Lisa Sara Mathew
- Clinical Genomics Laboratory, Integrated Genomics Services, Sidra Medicine, Doha P.O. Box 26999, Qatar; (O.S.); (L.L.); (L.S.M.); (K.W.)
| | - Kun Wang
- Clinical Genomics Laboratory, Integrated Genomics Services, Sidra Medicine, Doha P.O. Box 26999, Qatar; (O.S.); (L.L.); (L.S.M.); (K.W.)
| | - Sara Tomei
- Omics Core, Integrated Genomics Services, Sidra Medicine, Doha P.O. Box 26999, Qatar; (S.T.); (A.A.M.); (R.M.)
| | - Alia Al Massih
- Omics Core, Integrated Genomics Services, Sidra Medicine, Doha P.O. Box 26999, Qatar; (S.T.); (A.A.M.); (R.M.)
| | - Rebecca Mathew
- Omics Core, Integrated Genomics Services, Sidra Medicine, Doha P.O. Box 26999, Qatar; (S.T.); (A.A.M.); (R.M.)
| | - Mohammed Yousuf Karim
- Department of Pathology, Sidra Medicine, Doha P.O. Box 26999, Qatar;
- College of Medicine, Qatar University, Doha P.O. Box 2713, Qatar
| | - Manjunath Ramanjaneya
- Qatar Metabolic Institute, Hamad Medical Corporation, Doha P.O. Box 3050, Qatar;
- Translational Research Institute, Hamad Medical Corporation, Doha P.O. Box 3050, Qatar
| | - Stefan Worgall
- Department of Pediatrics, Weill Cornell Medicine, New York, NY 10021, USA;
| | - Ibrahim A. Janahi
- Department of Pediatric Medicine, Sidra Medicine, Doha P.O. Box 26999, Qatar; (B.A.); (H.S.); (Y.H.); (L.H.M.A.); (S.N.); (S.Y.A.); (M.A.); (A.M.)
- Department of Pediatrics, Weill Cornell Medicine-Qatar, Doha P.O. Box 24144, Qatar
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