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Bickler SW, Prieto JM, Cauvi DM, De Cos V, Nasamran C, Ameh E, Amin S, Nicholson S, Din H, Mocumbi AO, Noormahomed EV, Tellez-Isaias G, Fisch KM, De Maio A. Differential expression of nuclear genes encoding mitochondrial proteins from urban and rural populations in Morocco. Cell Stress Chaperones 2020; 25:847-856. [PMID: 32319023 PMCID: PMC7591688 DOI: 10.1007/s12192-020-01108-x] [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: 01/13/2020] [Revised: 03/26/2020] [Accepted: 03/30/2020] [Indexed: 11/25/2022] Open
Abstract
Urbanization in low-income countries represents an important inflection point in the epidemiology of disease, with rural populations experiencing high rates of chronic and recurrent infections and urban populations displaying a profile of noncommunicable diseases. To investigate if urbanization alters the expression of genes encoding mitochondrial proteins, we queried gene microarray data from rural and urban populations living in Morocco (GSE17065). The R Bioconductor packages edgeR and limma were used to identify genes with different expression. The experimental design was modeled upon location and sex. Nuclear genes encoding mitochondrial proteins were identified from the MitoCarta2.0 database. Of the 1158 genes listed in the MitoCarta2.0 database, 847 genes (73%) were available for analysis in the Moroccan dataset. The urban-rural comparison with the greatest environmental differences showed that 76.5% of the MitoCarta2.0 genes were differentially expressed, with 97% of the genes having an increased expression in the urban area. Enrichment analysis revealed 367 significantly enriched pathways (adjusted p value < 0.05), with oxidative phosphorylation, insulin secretion and glucose regulations (adj.p values = 6.93E-16) being the top three. Four significantly perturbed KEGG disease pathways were associated with urbanization-three degenerative neurological diseases (Huntington's, Alzheimer's, and Parkinson's diseases) and herpes simplex infection (false discover rate corrected p value (PGFdr) < 0.2). Mitochondrial RNA metabolic processing and translational elongation were the biological processes that had the greatest enrichment (enrichment ratios 14.0 and 14.8, respectively, FDR < 0.5). Our study links urbanization in Morocco with changes in the expression of the nuclear genes encoding mitochondrial proteins.
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Affiliation(s)
- Stephen W. Bickler
- Division of Pediatric Surgery, Rady Children’s Hospital—University of California San Diego, 3030 Children’s Way, San Diego, CA 92123 USA
- Department of Surgery, School of Medicine, University of California San Diego, La Jolla, CA 92093 USA
- Center for Investigations of Health and Education Disparities, University of California San Diego, La Jolla, CA 92093 USA
| | - James M. Prieto
- Department of Surgery, Naval Medical Center San Diego, San Diego, CA USA
| | - David M. Cauvi
- Department of Surgery, School of Medicine, University of California San Diego, La Jolla, CA 92093 USA
- Center for Investigations of Health and Education Disparities, University of California San Diego, La Jolla, CA 92093 USA
| | - Victor De Cos
- Division of Pediatric Surgery, Rady Children’s Hospital—University of California San Diego, 3030 Children’s Way, San Diego, CA 92123 USA
| | - Chanond Nasamran
- Center for Computational Biology and Bioinformatics, University of California San Diego, La Jolla, CA 92093 USA
| | - Emmanuel Ameh
- Department of Pediatric Surgery, National Hospital, Abuja, Nigeria
| | - Said Amin
- Department of Histopathology, National Hospital, Abuja, Nigeria
| | - Sneha Nicholson
- Division of Pediatric Surgery, Rady Children’s Hospital—University of California San Diego, 3030 Children’s Way, San Diego, CA 92123 USA
| | - Hena Din
- Division of Pediatric Surgery, Rady Children’s Hospital—University of California San Diego, 3030 Children’s Way, San Diego, CA 92123 USA
| | - Ana Olga Mocumbi
- Instituto Nacional de Saúde, Maputo, Mozambique
- Department of Microbiology, Faculty of Medicine, Universidade Eduardo Mondlane (UEM), Maputo, Mozambique
| | | | | | - Kathleen M. Fisch
- Center for Computational Biology and Bioinformatics, University of California San Diego, La Jolla, CA 92093 USA
| | - Antonio De Maio
- Department of Surgery, School of Medicine, University of California San Diego, La Jolla, CA 92093 USA
- Center for Investigations of Health and Education Disparities, University of California San Diego, La Jolla, CA 92093 USA
- Department of Neurosciences, School of Medicine, University of California San Diego, La Jolla, CA 92093 USA
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