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Differential expression of nuclear genes encoding mitochondrial proteins from urban and rural populations in Morocco

Identifieur interne : 000667 ( Main/Exploration ); précédent : 000666; suivant : 000668

Differential expression of nuclear genes encoding mitochondrial proteins from urban and rural populations in Morocco

Auteurs : Stephen W. Bickler [États-Unis] ; James M. Prieto [États-Unis] ; David M. Cauvi [États-Unis] ; Victor De Cos [États-Unis] ; Chanond Nasamran [États-Unis] ; Emmanuel Ameh [Nigeria] ; Said Amin [Nigeria] ; Sneha Nicholson [États-Unis] ; Hena Din [États-Unis] ; Ana Olga Mocumbi [Mozambique] ; Emilia Virginia Noormahomed [Mozambique] ; Guillermo Tellez-Isaias [États-Unis] ; Kathleen M. Fisch [États-Unis] ; Antonio De Maio [États-Unis]

Source :

RBID : PMC:7591688

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.

Electronic supplementary material

The online version of this article (10.1007/s12192-020-01108-x) contains supplementary material, which is available to authorized users.


Url:
DOI: 10.1007/s12192-020-01108-x
PubMed: 32319023
PubMed Central: 7591688


Affiliations:


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<institution>Division of Pediatric Surgery,</institution>
<institution>Rady Children’s Hospital—University of California San Diego,</institution>
</institution-wrap>
3030 Children’s Way, San Diego, CA 92123 USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Californie</region>
</placeName>
<wicri:cityArea>3030 Children’s Way, San Diego</wicri:cityArea>
</affiliation>
</author>
<author>
<name sortKey="Nasamran, Chanond" sort="Nasamran, Chanond" uniqKey="Nasamran C" first="Chanond" last="Nasamran">Chanond Nasamran</name>
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<institution>Center for Computational Biology and Bioinformatics,</institution>
<institution>University of California San Diego,</institution>
</institution-wrap>
La Jolla, CA 92093 USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Californie</region>
</placeName>
<wicri:cityArea>La Jolla</wicri:cityArea>
</affiliation>
</author>
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<name sortKey="Ameh, Emmanuel" sort="Ameh, Emmanuel" uniqKey="Ameh E" first="Emmanuel" last="Ameh">Emmanuel Ameh</name>
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<institution-id institution-id-type="GRID">grid.416685.8</institution-id>
<institution-id institution-id-type="ISNI">0000 0004 0647 037X</institution-id>
<institution>Department of Pediatric Surgery,</institution>
<institution>National Hospital,</institution>
</institution-wrap>
Abuja, Nigeria</nlm:aff>
<country xml:lang="fr">Nigeria</country>
<wicri:regionArea>Abuja</wicri:regionArea>
</affiliation>
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<name sortKey="Amin, Said" sort="Amin, Said" uniqKey="Amin S" first="Said" last="Amin">Said Amin</name>
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<nlm:aff id="Aff7">
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<institution-id institution-id-type="GRID">grid.416685.8</institution-id>
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<institution>Department of Histopathology,</institution>
<institution>National Hospital,</institution>
</institution-wrap>
Abuja, Nigeria</nlm:aff>
<country xml:lang="fr">Nigeria</country>
<wicri:regionArea>Abuja</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Nicholson, Sneha" sort="Nicholson, Sneha" uniqKey="Nicholson S" first="Sneha" last="Nicholson">Sneha Nicholson</name>
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<nlm:aff id="Aff1">
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<institution>Division of Pediatric Surgery,</institution>
<institution>Rady Children’s Hospital—University of California San Diego,</institution>
</institution-wrap>
3030 Children’s Way, San Diego, CA 92123 USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Californie</region>
</placeName>
<wicri:cityArea>3030 Children’s Way, San Diego</wicri:cityArea>
</affiliation>
</author>
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<name sortKey="Din, Hena" sort="Din, Hena" uniqKey="Din H" first="Hena" last="Din">Hena Din</name>
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<nlm:aff id="Aff1">
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<institution-id institution-id-type="ISNI">0000 0001 2107 4242</institution-id>
<institution>Division of Pediatric Surgery,</institution>
<institution>Rady Children’s Hospital—University of California San Diego,</institution>
</institution-wrap>
3030 Children’s Way, San Diego, CA 92123 USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Californie</region>
</placeName>
<wicri:cityArea>3030 Children’s Way, San Diego</wicri:cityArea>
</affiliation>
</author>
<author>
<name sortKey="Mocumbi, Ana Olga" sort="Mocumbi, Ana Olga" uniqKey="Mocumbi A" first="Ana Olga" last="Mocumbi">Ana Olga Mocumbi</name>
<affiliation wicri:level="1">
<nlm:aff id="Aff8">
<institution-wrap>
<institution-id institution-id-type="GRID">grid.419229.5</institution-id>
<institution>Instituto Nacional de Saúde,</institution>
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Maputo, Mozambique</nlm:aff>
<country xml:lang="fr">Mozambique</country>
<wicri:regionArea>Maputo</wicri:regionArea>
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<nlm:aff id="Aff9">
<institution-wrap>
<institution-id institution-id-type="GRID">grid.8295.6</institution-id>
<institution>Department of Microbiology, Faculty of Medicine,</institution>
<institution>Universidade Eduardo Mondlane (UEM),</institution>
</institution-wrap>
Maputo, Mozambique</nlm:aff>
<country xml:lang="fr">Mozambique</country>
<wicri:regionArea>Maputo</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Noormahomed, Emilia Virginia" sort="Noormahomed, Emilia Virginia" uniqKey="Noormahomed E" first="Emilia Virginia" last="Noormahomed">Emilia Virginia Noormahomed</name>
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<nlm:aff id="Aff9">
<institution-wrap>
<institution-id institution-id-type="GRID">grid.8295.6</institution-id>
<institution>Department of Microbiology, Faculty of Medicine,</institution>
<institution>Universidade Eduardo Mondlane (UEM),</institution>
</institution-wrap>
Maputo, Mozambique</nlm:aff>
<country xml:lang="fr">Mozambique</country>
<wicri:regionArea>Maputo</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Tellez Isaias, Guillermo" sort="Tellez Isaias, Guillermo" uniqKey="Tellez Isaias G" first="Guillermo" last="Tellez-Isaias">Guillermo Tellez-Isaias</name>
<affiliation wicri:level="2">
<nlm:aff id="Aff10">
<institution-wrap>
<institution-id institution-id-type="GRID">grid.411017.2</institution-id>
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<institution>Department of Poultry Science,</institution>
<institution>University of Arkansas,</institution>
</institution-wrap>
Fayetteville, AR USA</nlm:aff>
<country>États-Unis</country>
<placeName>
<region type="state">Arkansas</region>
</placeName>
<wicri:cityArea>Fayetteville</wicri:cityArea>
</affiliation>
</author>
<author>
<name sortKey="Fisch, Kathleen M" sort="Fisch, Kathleen M" uniqKey="Fisch K" first="Kathleen M." last="Fisch">Kathleen M. Fisch</name>
<affiliation wicri:level="2">
<nlm:aff id="Aff5">
<institution-wrap>
<institution-id institution-id-type="GRID">grid.266100.3</institution-id>
<institution-id institution-id-type="ISNI">0000 0001 2107 4242</institution-id>
<institution>Center for Computational Biology and Bioinformatics,</institution>
<institution>University of California San Diego,</institution>
</institution-wrap>
La Jolla, CA 92093 USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Californie</region>
</placeName>
<wicri:cityArea>La Jolla</wicri:cityArea>
</affiliation>
</author>
<author>
<name sortKey="De Maio, Antonio" sort="De Maio, Antonio" uniqKey="De Maio A" first="Antonio" last="De Maio">Antonio De Maio</name>
<affiliation wicri:level="2">
<nlm:aff id="Aff2">
<institution-wrap>
<institution-id institution-id-type="GRID">grid.266100.3</institution-id>
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<institution>University of California San Diego,</institution>
</institution-wrap>
La Jolla, CA 92093 USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Californie</region>
</placeName>
<wicri:cityArea>La Jolla</wicri:cityArea>
</affiliation>
<affiliation wicri:level="2">
<nlm:aff id="Aff3">
<institution-wrap>
<institution-id institution-id-type="GRID">grid.266100.3</institution-id>
<institution-id institution-id-type="ISNI">0000 0001 2107 4242</institution-id>
<institution>Center for Investigations of Health and Education Disparities,</institution>
<institution>University of California San Diego,</institution>
</institution-wrap>
La Jolla, CA 92093 USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Californie</region>
</placeName>
<wicri:cityArea>La Jolla</wicri:cityArea>
</affiliation>
<affiliation wicri:level="2">
<nlm:aff id="Aff11">
<institution-wrap>
<institution-id institution-id-type="GRID">grid.266100.3</institution-id>
<institution-id institution-id-type="ISNI">0000 0001 2107 4242</institution-id>
<institution>Department of Neurosciences, School of Medicine,</institution>
<institution>University of California San Diego,</institution>
</institution-wrap>
La Jolla, CA 92093 USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Californie</region>
</placeName>
<wicri:cityArea>La Jolla</wicri:cityArea>
</affiliation>
</author>
</analytic>
<series>
<title level="j">Cell Stress & Chaperones</title>
<idno type="ISSN">1355-8145</idno>
<idno type="eISSN">1466-1268</idno>
<imprint>
<date when="2020">2020</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
</fileDesc>
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<textClass></textClass>
</profileDesc>
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<front>
<div type="abstract" xml:lang="en">
<p id="Par1">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
<italic>p</italic>
value < 0.05), with oxidative phosphorylation, insulin secretion and glucose regulations (adj.
<italic>p</italic>
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
<italic>p</italic>
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.</p>
<sec>
<title>Electronic supplementary material</title>
<p>The online version of this article (10.1007/s12192-020-01108-x) contains supplementary material, which is available to authorized users.</p>
</sec>
</div>
</front>
</TEI>
<affiliations>
<list>
<country>
<li>Mozambique</li>
<li>Nigeria</li>
<li>États-Unis</li>
</country>
<region>
<li>Arkansas</li>
<li>Californie</li>
</region>
</list>
<tree>
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<region name="Californie">
<name sortKey="Bickler, Stephen W" sort="Bickler, Stephen W" uniqKey="Bickler S" first="Stephen W." last="Bickler">Stephen W. Bickler</name>
</region>
<name sortKey="Bickler, Stephen W" sort="Bickler, Stephen W" uniqKey="Bickler S" first="Stephen W." last="Bickler">Stephen W. Bickler</name>
<name sortKey="Bickler, Stephen W" sort="Bickler, Stephen W" uniqKey="Bickler S" first="Stephen W." last="Bickler">Stephen W. Bickler</name>
<name sortKey="Cauvi, David M" sort="Cauvi, David M" uniqKey="Cauvi D" first="David M." last="Cauvi">David M. Cauvi</name>
<name sortKey="Cauvi, David M" sort="Cauvi, David M" uniqKey="Cauvi D" first="David M." last="Cauvi">David M. Cauvi</name>
<name sortKey="De Cos, Victor" sort="De Cos, Victor" uniqKey="De Cos V" first="Victor" last="De Cos">Victor De Cos</name>
<name sortKey="De Maio, Antonio" sort="De Maio, Antonio" uniqKey="De Maio A" first="Antonio" last="De Maio">Antonio De Maio</name>
<name sortKey="De Maio, Antonio" sort="De Maio, Antonio" uniqKey="De Maio A" first="Antonio" last="De Maio">Antonio De Maio</name>
<name sortKey="De Maio, Antonio" sort="De Maio, Antonio" uniqKey="De Maio A" first="Antonio" last="De Maio">Antonio De Maio</name>
<name sortKey="Din, Hena" sort="Din, Hena" uniqKey="Din H" first="Hena" last="Din">Hena Din</name>
<name sortKey="Fisch, Kathleen M" sort="Fisch, Kathleen M" uniqKey="Fisch K" first="Kathleen M." last="Fisch">Kathleen M. Fisch</name>
<name sortKey="Nasamran, Chanond" sort="Nasamran, Chanond" uniqKey="Nasamran C" first="Chanond" last="Nasamran">Chanond Nasamran</name>
<name sortKey="Nicholson, Sneha" sort="Nicholson, Sneha" uniqKey="Nicholson S" first="Sneha" last="Nicholson">Sneha Nicholson</name>
<name sortKey="Prieto, James M" sort="Prieto, James M" uniqKey="Prieto J" first="James M." last="Prieto">James M. Prieto</name>
<name sortKey="Tellez Isaias, Guillermo" sort="Tellez Isaias, Guillermo" uniqKey="Tellez Isaias G" first="Guillermo" last="Tellez-Isaias">Guillermo Tellez-Isaias</name>
</country>
<country name="Nigeria">
<noRegion>
<name sortKey="Ameh, Emmanuel" sort="Ameh, Emmanuel" uniqKey="Ameh E" first="Emmanuel" last="Ameh">Emmanuel Ameh</name>
</noRegion>
<name sortKey="Amin, Said" sort="Amin, Said" uniqKey="Amin S" first="Said" last="Amin">Said Amin</name>
</country>
<country name="Mozambique">
<noRegion>
<name sortKey="Mocumbi, Ana Olga" sort="Mocumbi, Ana Olga" uniqKey="Mocumbi A" first="Ana Olga" last="Mocumbi">Ana Olga Mocumbi</name>
</noRegion>
<name sortKey="Mocumbi, Ana Olga" sort="Mocumbi, Ana Olga" uniqKey="Mocumbi A" first="Ana Olga" last="Mocumbi">Ana Olga Mocumbi</name>
<name sortKey="Noormahomed, Emilia Virginia" sort="Noormahomed, Emilia Virginia" uniqKey="Noormahomed E" first="Emilia Virginia" last="Noormahomed">Emilia Virginia Noormahomed</name>
</country>
</tree>
</affiliations>
</record>

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