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Ochoa‐Avilés C, Ochoa‐Avilés A, Rivas‐Párraga R, Escandón S, Santos‐Jesus TD, Silva MDJ, Leão V, Salinas M, Vicuña Y, Baldeón L, Molina‐Cando MJ, Morillo D, Machuca M, Rodas C, Figueiredo C, Neira VA. Mother's smoking habits affects IL10 methylation but not asthma in Ecuadorian children. Mol Genet Genomic Med 2024; 12:e2438. [PMID: 38666495 PMCID: PMC11046467 DOI: 10.1002/mgg3.2438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 03/22/2024] [Accepted: 03/28/2024] [Indexed: 04/29/2024] Open
Abstract
There is no evidence evaluating the IL10 epigenetic upregulation among mestizo children in a high-altitude Andean city in Latin America. OBJECTIVE To identify polymorphisms and methylation profiles in the IL10 gene associated with asthma in children aged 5 to 11. METHODS A case-control study was conducted with asthmatic and non-asthmatic children aged 5 to 11 years in Cuenca-Ecuador. Data on allergic diseases and risk factors were collected through a questionnaire for parents. Atopy was measured by skin prick test (SPT) to relevant aeroallergens. Three IL10 single nucleotide polymorphisms were evaluated in all participants, and methylation analysis was performed in 54 participants. Association between risk factors, allergic diseases and genetic factors were estimated using multivariate logistic regression. RESULTS The results of polymorphisms showed no differences between cases and controls when comparing the SNPs rs3024495, rs3024496, rs1800896 allelic and genotypic frequencies. In the methylation analysis, no differences in the IL10 methylation profile were found between cases and controls; however, the multivariate analysis showed an association between the mother's smoking habits and the IL10 methylation profile. CONCLUSION Smoking habit could be essential as an environmental exposure factor in regulating gene expression in children with asthma.
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Affiliation(s)
- Cristina Ochoa‐Avilés
- Departamento de BiocienciasUniversidad de CuencaCuencaAzuayEcuador
- Departamento de Biorregulação, Instituto de Ciências da SaúdeUniversidade Federal da BahiaSalvadorBahiaBrazil
| | | | - Roque Rivas‐Párraga
- Departamento de BiocienciasUniversidad de CuencaCuencaAzuayEcuador
- Biomass to Resources GroupUniversidad Regional Amazónica IkiamTenaNapoEcuador
| | - Samuel Escandón
- Departamento de BiocienciasUniversidad de CuencaCuencaAzuayEcuador
| | - Talita Dos Santos‐Jesus
- Departamento de Biorregulação, Instituto de Ciências da SaúdeUniversidade Federal da BahiaSalvadorBahiaBrazil
| | - Milca de J. Silva
- Departamento de Biorregulação, Instituto de Ciências da SaúdeUniversidade Federal da BahiaSalvadorBahiaBrazil
| | - Valderiene Leão
- Departamento de Biorregulação, Instituto de Ciências da SaúdeUniversidade Federal da BahiaSalvadorBahiaBrazil
| | - Marco Salinas
- Biomass to Resources GroupUniversidad Regional Amazónica IkiamTenaNapoEcuador
| | - Yosselin Vicuña
- Instituto de Investigación en Biomedicina Facultad de Ciencias MédicasUniversidad Central del EcuadorQuitoPichinchaEcuador
| | - Lucy Baldeón
- Instituto de Investigación en Biomedicina Facultad de Ciencias MédicasUniversidad Central del EcuadorQuitoPichinchaEcuador
| | - María José Molina‐Cando
- Departamento de BiocienciasUniversidad de CuencaCuencaAzuayEcuador
- Facultad de MedicinaUniversidad Internacional del EcuadorQuitoPichinchaEcuador
| | - Diana Morillo
- Departamento de BiocienciasUniversidad de CuencaCuencaAzuayEcuador
- Facultad de MedicinaUniversidad Internacional del EcuadorQuitoPichinchaEcuador
| | - Marcos Machuca
- Facultad de MedicinaUniversidad del AzuayCuencaAzuayEcuador
| | - Claudia Rodas
- Facultad de MedicinaUniversidad del AzuayCuencaAzuayEcuador
| | - Camila Figueiredo
- Departamento de Biorregulação, Instituto de Ciências da SaúdeUniversidade Federal da BahiaSalvadorBahiaBrazil
| | - Vivian Alejandra Neira
- Departamento de BiocienciasUniversidad de CuencaCuencaAzuayEcuador
- Facultad de MedicinaUniversidad del AzuayCuencaAzuayEcuador
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Silva MDJ, de Andrade CM, Fiuza BSD, Pinheiro GP, Nova Santana CV, Costa RDS, Barnes K, Cruz ÁA, Figueiredo CA. Genetic variants associated with SARS-CoV-2 infection also affect lung function and asthma severity. Heliyon 2023; 9:e19235. [PMID: 37662742 PMCID: PMC10474403 DOI: 10.1016/j.heliyon.2023.e19235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 06/10/2023] [Accepted: 08/16/2023] [Indexed: 09/05/2023] Open
Abstract
Background Host genetic factors may be associated with COVID-19 unfavourable outcomes. The first genome-wide association study (GWAS) conducted in individuals with respiratory failure due to COVID-19 revealed susceptibility loci close to six genes (SLC6A20, LZTFL1, CCR9, FYCO1, CXCR6 and XCR1) and the ABO blood-group gene. We aimed to investigate how polymorphisms in those genes could relate to lung function and severe asthma in a Brazilian population. Methods DNA samples of 784 individuals following the ProAR (Programa para Controle da Asma e Rinite Alérgica da Bahia) were genotyped by the Multi-Ethnic Global Array panel with ∼2 million polymorphisms (Illumina). Polymorphisms in SLC6A20, LZTFL1, CCR9, FYCO1, CXCR6, XCR1 and the ABO blood-group gene were evaluated. Logistic regression for severe asthma, airway obstruction and lack of FEV1 reversibility was performed using PLINK software 1.9, in the additive model and was adjusted for sex, age and PCA-1. Pairwise Linkage disequilibrium analyses were performed using Haploview 4.2. The haplotypes and gene score analyses were performed in the SNPstat tool. In silico functions of polymorphisms were analysed using rSNPbase and RegulomeDB plataforms. Results We identified the rs8176733 (G allele) and rs8176725 (A allele) in the ABO blood-group gene as risk factors for severe asthma, lower pulmonary obstruction and lack of FEV1 reversibility. Polymorphisms in CCR9 are risk factors for both severe asthma (A allele of rs34338823) and airway obstruction (A allele of rs6806802). The markers rs13079478 (A allele) and rs75817942 (A allele) in FYCO1 are related to more severe asthma and a lack of FEV1 reversibility, respectively. We identified the A allele of both rs35731912 and rs34338823 in LZTFL1 as risk factors for severe asthma. The marker rs6806802 (C allele) was associated with airway obstruction and rs7614952 (A allele), rs7625839 (G allele) and rs112509260 (A allele) are related to a lack of FEV1 reversibility. The A allele of rs2531747 in the SLC6A20 gene is also associated with severe asthma. Conversely, polymorphisms in XCR1 play a protective role in relation to severe asthma (A allele of rs2036295) and airway obstruction (A allele of rs2036295). Additionally, we found that individuals with a higher number of risk alleles have a greater risk of severe asthma, airway obstruction and FEV1 reversibility. Conclusion Our study suggests that polymorphisms in genes associated with respiratory failure in SARS-CoV-2-infected individuals are associated with greater susceptibility to severe asthma and reduced lung function in subjects with asthma.
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Affiliation(s)
| | | | | | | | | | - Ryan dos S. Costa
- Instituto de Ciências da Saúde, Universidade Federal da Bahia, Brazil
| | - Kathleen Barnes
- Department of Medicine, University of Colorado Denver, Aurora, CO 80045, USA
| | - Álvaro A. Cruz
- Fundação ProAR and Faculdade de Medicina da Universidade Federal da Bahia, Brazil
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Cooper PJ, Figueiredo CA, Rodriguez A, Dos Santos LM, Ribeiro-Silva RC, Carneiro VL, Costa G, Magalhães T, Dos Santos de Jesus T, Rios R, da Silva HBF, Costa R, Chico ME, Vaca M, Alcantara-Neves N, Rodrigues LC, Cruz AA, Barreto ML. Understanding and controlling asthma in Latin America: A review of recent research informed by the SCAALA programme. Clin Transl Allergy 2023; 13:e12232. [PMID: 36973960 PMCID: PMC10041090 DOI: 10.1002/clt2.12232] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 02/01/2023] [Accepted: 02/15/2023] [Indexed: 03/29/2023] Open
Abstract
Asthma is an important health concern in Latin America (LA) where it is associated with variable prevalence and disease burden between countries. High prevalence and morbidity have been observed in some regions, particularly marginalized urban populations. Research over the past 10 years from LA has shown that childhood disease is primarily non-atopic. The attenuation of atopy may be explained by enhanced immune regulation induced by intense exposures to environmental factors such as childhood infections and poor environmental conditions of the urban poor. Non-atopic symptoms are associated with environmental and lifestyle factors including poor living conditions, respiratory infections, psychosocial stress, obesity, and a diet of highly processed foods. Ancestry (particularly African) and genetic factors increase asthma risk, and some of these factors may be specific to LA settings. Asthma in LA tends to be poorly controlled and depends on access to health care and medications. There is a need to improve management and access to medication through primary health care. Future research should consider the heterogeneity of asthma to identify relevant endotypes and underlying causes. The outcome of such research will need to focus on implementable strategies relevant to populations living in resource-poor settings where the disease burden is greatest.
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Affiliation(s)
- Philip J Cooper
- Escuela de Medicina, Universidad Internacional del Ecuador, Quito, Ecuador
- Institute of Infection and Immunity, St George's University of London, London, UK
| | - Camila A Figueiredo
- Instituto de Ciências da Saúde, Universidade Federal da Bahia, Salvador, Brazil
| | | | | | | | | | - Gustavo Costa
- Center for Data Knowledge and Integration for Health (CIDACS), Fundação Oswaldo Cruz, Bahia, Salvador, Brazil
- Universidade Salvador (UNIFACS), Salvador, Bahia, Brazil
| | - Thiago Magalhães
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Brazil
| | | | - Raimon Rios
- Instituto de Ciências da Saúde, Universidade Federal da Bahia, Salvador, Brazil
| | | | - Ryan Costa
- Instituto de Ciências da Saúde, Universidade Federal da Bahia, Salvador, Brazil
| | - Martha E Chico
- Fundacion Ecuatoriana para la Investigacion en Salud (FEPIS), Esmeraldas, Ecuador
| | - Maritza Vaca
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Brazil
- Fundacion Ecuatoriana para la Investigacion en Salud (FEPIS), Esmeraldas, Ecuador
| | | | - Laura C Rodrigues
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Alvaro A Cruz
- Universidade Federal da Bahia and Fundação ProAR, Salvador, Brazil
| | - Mauricio L Barreto
- Center for Data Knowledge and Integration for Health (CIDACS), Fundação Oswaldo Cruz, Bahia, Salvador, Brazil
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Brazil
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Xu W, Liang Y, Zhuang Y, Yuan Z. Identification of miRNA-mRNA Regulatory Networks Associated with Diabetic Retinopathy using Bioinformatics Analysis. Endocr Metab Immune Disord Drug Targets 2023; 23:1628-1636. [PMID: 37114785 PMCID: PMC10661965 DOI: 10.2174/1871530323666230419081351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 01/18/2023] [Accepted: 02/17/2023] [Indexed: 04/29/2023]
Abstract
INTRODUCTION Diabetic retinopathy (DR) is a major complication of diabetes and a leading cause of visual loss. This study aimed to explore biomarkers for DR that may provide additional reference to DR pathogenesis and development. METHODS The differentially expressed genes (DEGs) between the DR and control samples in the GSE53257 dataset were identified. Logistics analyses were performed to identify DR-associated miRNAs and genes, and correlation analysis was performed to determine the correlation between them in GSE160306. RESULTS A total of 114 DEGs in DR were identified in GSE53257. Three genes, including ATP5A1 (down), DAUFV2 (down), and OXA1L (down), were differentially expressed between DR and control samples in GSE160306. Univariate logistics analysis identified that ATP5A1 (OR=0.007, p = 1.40E-02), NDUFV2 (OR = 0.003, p = 6.40E-03), and OXA1L (OR = 0.093, p = 3.08E-02) were DR-associated genes. ATP5A1 and OXA1L were regulated by multiple miRNAs, of which hsa-let- 7b-5p (OR = 26.071, p = 4.40E-03) and hsa-miR-31-5p (OR = 4.188, p = 5.09E-02) were related to DR. ATP5A1 and OXA1L were closely correlated with each other in DR. CONCLUSION The hsa-miR-31-5p-ATP5A1 and hsa-let-7b-5p-OXA1L axes might play novel and important roles in the pathogenesis and development of DR.
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Affiliation(s)
- Weihai Xu
- Department of Ophthalmology, The Binhai County People’s Hospital, Yancheng, 224500, China, 210029
- Department of Ophthalmology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, 224500, China
| | - Ya Liang
- Department of Ophthalmology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, 224500, China
| | - Ying Zhuang
- Department of Stomatology, the Binhai County People’s Hospital, Yancheng, China, 224500
| | - Zhilan Yuan
- Department of Ophthalmology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, 224500, China
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Swain T, Chavez C, Myers MJ. Effects of swine microRNA mimics on lipopolysaccharide (LPS) induced inflammatory changes in 3D4/21 cells. Res Vet Sci 2022; 150:115-121. [PMID: 35816767 DOI: 10.1016/j.rvsc.2022.06.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 05/07/2022] [Accepted: 06/28/2022] [Indexed: 11/27/2022]
Abstract
There have been limited studies focused on validation of swine microRNAs (miRNA) with mRNA targets. The objective of this study was to validate a defined set of targets using artificial miRNA mimics transfected into cell lines to confirm specific targets of endogenous miRNAs after administration of Escherichia coli lipopolysaccharide (LPS). Sixteen hours after mimic transfection of 3D4/21 cell lines, the cells were stimulated with 1 μg/ml LPS or phosphate-buffered saline (PBS). The cells were harvested and collected at 0, 1, 3, and 8 h post administration. The selected genes DAD1, IL8, and ESR, which are involved in known pathways of inflammation. and are predicted or validated human targets of either miR-146a, let-7a, or miR-22-3p. These were then evaluated by quantitative real-time-PCR (qRT-PCR) to verify microRNA-mRNA interaction in swine. Using the ROX reference dye, mRNA changes in expression were assessed using the comparative CT Method (ΔΔCT method) for normalization against the PBS control group. DAD1 and ESR1 were negatively regulated by miR-22-3p and miR-146a-5p, respectively in 3D4/21 cells after LPS stimulation. However, miR-146a-5p may play an indirect positive regulatory role of both DAD1 and IL8 mRNA expression. Furthermore, we found an inverse relationship between LPS stimulation compared with the let-7a-5p overexpression with DAD1. Our inflammation study provides new evidence on the roles and predicted targets of miR-146a, let-7a, and miR-22-3p in swine.
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Affiliation(s)
- Trevon Swain
- U.S. Food and Drug Administration Center for Veterinary Medicine, Laurel, MD 20708, United States of America
| | - Chris Chavez
- U.S. Food and Drug Administration Center for Veterinary Medicine, Laurel, MD 20708, United States of America
| | - Michael J Myers
- U.S. Food and Drug Administration Center for Veterinary Medicine, Laurel, MD 20708, United States of America.
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Aroke EN, Overstreet DS, Penn TM, Crossman DK, Jackson P, Tollefsbol TO, Quinn TL, Yi N, Goodin BR. Identification of DNA methylation associated enrichment pathways in adults with non-specific chronic low back pain. Mol Pain 2021; 16:1744806920972889. [PMID: 33169629 PMCID: PMC7658508 DOI: 10.1177/1744806920972889] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Chronic low back pain (cLBP) that cannot be attributable to a specific pathoanatomical change is associated with high personal and societal costs. Still, the underlying mechanism that causes and sustains such a phenotype is largely unknown. Emerging evidence suggests that epigenetic changes play a role in chronic pain conditions. Using reduced representation bisulfite sequencing (RRBS), we evaluated DNA methylation profiles of adults with non-specific cLBP (n = 50) and pain-free controls (n = 48). We identified 28,325 hypermethylated and 36,936 hypomethylated CpG sites (p < 0.05). After correcting for multiple testing, we identified 159 DMRs (q < 0.01and methylation difference > 10%), the majority of which were located in CpG island (50%) and promoter regions (48%) on the associated genes. The genes associated with the differentially methylated regions were highly enriched in biological processes that have previously been implicated in immune signaling, endochondral ossification, and G-protein coupled transmissions. Our findings support inflammatory alterations and the role of bone maturation in cLBP. This study suggests that epigenetic regulation has an important role in the pathophysiology of non-specific cLBP and a basis for future studies in biomarker development and targeted interventions.
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Affiliation(s)
- Edwin N Aroke
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Demario S Overstreet
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Terence M Penn
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - David K Crossman
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Pamela Jackson
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Trygve O Tollefsbol
- Department of Biology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Tammie L Quinn
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Nengjun Yi
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Burel R Goodin
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL, USA.,Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
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New variants in NLRP3 inflammasome genes increase risk for asthma and Blomia tropicalis-induced allergy in a Brazilian population. Cytokine X 2020; 2:100032. [PMID: 33015616 PMCID: PMC7522708 DOI: 10.1016/j.cytox.2020.100032] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 06/08/2020] [Accepted: 06/15/2020] [Indexed: 02/07/2023] Open
Abstract
Atopic asthma is a chronic lung disease of lower airways caused mainly due to action of T-helper (Th) 2 type cytokines, eosinophilic inflammation, mucus hypersecretion and airway remodelling. Interleukin (IL)-33 increases type 2 immunity polarization in airway playing critical role in eosinophilic asthma. On the other hand, NLRP3 inflammasome activation results in the release of caspase-1 (Casp-1) which, in its turn, promotes IL-33 inactivation. Recent studies have shown associations between NLRP3 variants and inflammatory diseases. However, no study with genes in NLRP3 inflammassome route has been conducted so far with asthma and atopy in any population to date. Blood samples were collected from 1246 asthmatic and non-asthmatic children. Associations were tested for single nucleotide polymorphism (SNP)s in NLRP3 and CASP1 with asthma and markers of atopy and in cultures stimulated with Blomia tropicalis (Bt) mite crude extract. The T allele of rs4925648 (NLRP3) was associated with increased asthma risk (OR 1.50, P = 0.005). In addition, the T allele of rs12130711 polymorphism, whithin the same gene, acted as a protector factor for asthma (OR 0.78, P = 0.038). On the other hand, the C allele of rs4378247 NLRP3 variant was associated with lower levels of IL-13 production when peripheral blood cells were stimulated with Bt (OR 0.39, P = 4E-04). In addition, the greater the number of risk alleles in IL33/NLRP3/CASP1 route the greater was the risk for asthma. The T allele of rs7925706 CASP1 variant was also associated with increased risk for asthma (OR 1.47, P = 0.008). In addition, this same allele increased the eosinophil counts in blood (mm3) in asthmatic individuals compared with non-asthmatic (P = 0.0004). These results suggest that NLRP3 and CASP1 polymorphisms may be associated with susceptibility for asthma and markers of atopy in our population.
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Prevalence and risk factors for asthma, rhinitis, eczema, and atopy among preschool children in an Andean city. PLoS One 2020; 15:e0234633. [PMID: 32649729 PMCID: PMC7351199 DOI: 10.1371/journal.pone.0234633] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 05/29/2020] [Indexed: 12/21/2022] Open
Abstract
Background Limited data are available on prevalence and associated risk factors for atopy and allergic diseases from high-altitude urban settings in Latin America. Objective To estimate the prevalence of atopy, asthma, rhinitis, and eczema, and associations with relevant risk factors in preschool children in the Andean city of Cuenca. Methods A cross-sectional study was undertaken using a representative sample of 535 children aged 3–5 years attending 30 nursery schools in the city of Cuenca, Ecuador. Data on allergic diseases and risk factors were collected by parental questionnaire. Atopy was measured by skin prick test (SPT) reactivity to a panel of relevant aeroallergens. Associations between risk factors and the prevalence of atopy and allergic diseases were estimated using multivariable logistic regression. Results Asthma symptoms were reported for 18% of children, rhinitis for 48%, and eczema for 28%, while SPT reactivity was present in 33%. Population fractions of asthma, rhinitis, and eczema attributable to SPT were 3.4%, 7.9%, and 2.9%, respectively. In multivariable models, an increased risk of asthma was observed among children with a maternal history of rhinitis (OR 1.85); rhinitis was significantly increased in children of high compared to low socioeconomic level (OR 2.09), among children with a maternal history of rhinitis (OR 2.29) or paternal history of eczema (OR 2.07), but reduced among children attending daycare (OR 0.64); eczema was associated with a paternal history of eczema (OR 3.73), and SPT was associated with having a dog inside the house (OR 1.67). Conclusions A high prevalence of asthma, rhinitis, and eczema symptoms were observed among preschool children in a high-altitude Andean setting. Despite a high prevalence of atopy, only a small fraction of symptoms was associated with atopy. Parental history of allergic diseases was the most consistent risk factor for symptoms in preschool children.
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Bonilla C, Novaes Baccarini L. Genetic Epidemiology in Latin America: Identifying Strong Genetic Proxies for Complex Disease Risk Factors. Genes (Basel) 2020; 11:E507. [PMID: 32375401 PMCID: PMC7288659 DOI: 10.3390/genes11050507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 04/24/2020] [Accepted: 04/28/2020] [Indexed: 11/16/2022] Open
Abstract
Epidemiology seeks to determine the causal effects of exposures on outcomes related to the health and wellbeing of populations. Observational studies, one of the most commonly used designs in epidemiology, can be biased due to confounding and reverse causation, which makes it difficult to establish causal relationships. In recent times, genetically informed methods, like Mendelian randomization (MR), have been developed in an attempt to overcome these disadvantages. MR relies on the association of genetic variants with outcomes of interest, where the genetic variants are proxies or instruments for modifiable exposures. Because genotypes are sorted independently and at random at the time of conception, they are less prone to confounding and reverse causation. Implementation of MR depends on, among other things, a strong association of the genetic variants with the exposure, which has usually been defined via genome-wide association studies (GWAS). Because GWAS have been most often carried out in European populations, the limited identification of strong instruments in other populations poses a major problem for the application of MR in Latin America. We suggest potential solutions that can be realized with the resources at hand and others that will have to wait for increased funding and access to technology.
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Affiliation(s)
- Carolina Bonilla
- Departamento de Medicina Preventiva, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246, Brazil
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