TY - JOUR
T1 - Gut microbiota shift in Ghanaian individuals along the migration axis
T2 - the RODAM-Pros cohort
AU - Verhaar, Barbara J.H.
AU - van der Linden, Eva L.
AU - Hayfron-Benjamin, Charles F.
AU - Owusu-Dabo, Ellis
AU - Darko, Samuel N.
AU - Twumasi-Ankrah, Sampson
AU - Henneman, Peter
AU - Beune, Erik
AU - Meeks, Karlijn A.C.
AU - Nieuwdorp, Max
AU - Herrema, Hilde
AU - van den Born, Bert Jan H.
AU - Agyemang, Charles
N1 - Publisher Copyright:
© 2025 The Author(s). Published with license by Taylor & Francis Group, LLC.
PY - 2025
Y1 - 2025
N2 - Migration is associated with a substantial change in environmental exposures and health outcomes. We aimed to investigate the shift in gut microbiota composition and the associations with cardiometabolic outcomes in the RODAM-Pros cohort spanning multiple research sites across continents. We determined gut microbiota composition of 1,177 Ghanaian participants in rural Ghana, urban Ghana, and Amsterdam, the Netherlands, using 16S rRNA sequencing. We observed a clear gradient in gut microbiota composition and alpha and beta diversity from rural Ghana to urban Ghana, to Amsterdam. We used pairwise XGBoost machine learning classification models to identify which microbes were most distinct between locations in prevalence and abundance. The associations between these microbes and the locations could partly be explained by differences in confounders such as dietary intake. Groups of microbes that emerged or disappeared along the migration axis were associated with cardiometabolic outcomes, including higher body mass index, higher HbA1c and higher diastolic blood pressure. Concluding, we identified associations between a shift in gut microbiota composition and cardiometabolic risk along the migration axis, underscoring the relevance of gut health in the context of migration-associated adverse health outcomes.
AB - Migration is associated with a substantial change in environmental exposures and health outcomes. We aimed to investigate the shift in gut microbiota composition and the associations with cardiometabolic outcomes in the RODAM-Pros cohort spanning multiple research sites across continents. We determined gut microbiota composition of 1,177 Ghanaian participants in rural Ghana, urban Ghana, and Amsterdam, the Netherlands, using 16S rRNA sequencing. We observed a clear gradient in gut microbiota composition and alpha and beta diversity from rural Ghana to urban Ghana, to Amsterdam. We used pairwise XGBoost machine learning classification models to identify which microbes were most distinct between locations in prevalence and abundance. The associations between these microbes and the locations could partly be explained by differences in confounders such as dietary intake. Groups of microbes that emerged or disappeared along the migration axis were associated with cardiometabolic outcomes, including higher body mass index, higher HbA1c and higher diastolic blood pressure. Concluding, we identified associations between a shift in gut microbiota composition and cardiometabolic risk along the migration axis, underscoring the relevance of gut health in the context of migration-associated adverse health outcomes.
KW - Gut microbiota
KW - machine learning
KW - migration
KW - urbanization
UR - https://www.scopus.com/pages/publications/105002254386
U2 - 10.1080/19490976.2025.2471960
DO - 10.1080/19490976.2025.2471960
M3 - Article
AN - SCOPUS:105002254386
SN - 1949-0976
VL - 17
JO - Gut Microbes
JF - Gut Microbes
IS - 1
M1 - 2471960
ER -