Profiles of inflammatory markers and their association with cardiometabolic parameters in rural and urban Uganda

Background: Inflammation may be one of the pathways explaining differences in cardiometabolic risk between urban and rural residents. We investigated associations of inflammatory markers with rural versus urban residence, and with selected cardiometabolic parameters previously observed to differ bet...

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Published in:Wellcome Open Research
Main Authors: Sanya, Richard E, Nalwoga, Angela, Grencis, Richard K, Elliott, Alison M, Webb, Emily L, Andia Biraro, Irene
Format: Article in Journal/Newspaper
Language:English
Published: F1000 Research Ltd 2021
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Online Access:https://researchonline.lshtm.ac.uk/id/eprint/4663937/
https://researchonline.lshtm.ac.uk/id/eprint/4663937/1/0b0ba064-c4c2-4980-9c82-1b5b1aa3b14a_16651_-_richard_sanya.pdf
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spelling ftlshtm:oai:researchonline.lshtm.ac.uk:4663937 2023-05-15T18:42:50+02:00 Profiles of inflammatory markers and their association with cardiometabolic parameters in rural and urban Uganda Sanya, Richard E Nalwoga, Angela Grencis, Richard K Elliott, Alison M Webb, Emily L Andia Biraro, Irene 2021-10-29 text https://researchonline.lshtm.ac.uk/id/eprint/4663937/ https://researchonline.lshtm.ac.uk/id/eprint/4663937/1/0b0ba064-c4c2-4980-9c82-1b5b1aa3b14a_16651_-_richard_sanya.pdf en eng F1000 Research Ltd https://researchonline.lshtm.ac.uk/id/eprint/4663937/1/0b0ba064-c4c2-4980-9c82-1b5b1aa3b14a_16651_-_richard_sanya.pdf Sanya, Richard E; Nalwoga, Angela; Grencis, Richard K; Elliott, Alison M <https://researchonline.lshtm.ac.uk/view/creators/icruaell.html>; Webb, Emily L <https://researchonline.lshtm.ac.uk/view/creators/eideeweb.html>; Andia Biraro, Irene; (2021) Profiles of inflammatory markers and their association with cardiometabolic parameters in rural and urban Uganda. Wellcome Open Research, 6. p. 291. DOI: https://doi.org/10.12688/wellcomeopenres.16651.1 <https://doi.org/10.12688/wellcomeopenres.16651.1> cc_by CC-BY Article NonPeerReviewed 2021 ftlshtm https://doi.org/10.12688/wellcomeopenres.16651.1 2022-03-03T07:37:57Z Background: Inflammation may be one of the pathways explaining differences in cardiometabolic risk between urban and rural residents. We investigated associations of inflammatory markers with rural versus urban residence, and with selected cardiometabolic parameters previously observed to differ between rural and urban residents: homeostatic model assessment of insulin resistance (HOMA-IR), fasting blood glucose (FBG), blood pressure (BP) and body mass index (BMI). Methods: From two community surveys conducted in Uganda, 313 healthy individuals aged ≥ 10 years were selected by age- and sex-stratified random sampling (rural Lake Victoria island communities, 212; urban Entebbe municipality, 101). Fluorescence intensities of plasma cytokines and chemokines were measured using a bead-based multiplex immunoassay. We used linear regression to examine associations between the analytes and rural-urban residence and principal component analysis (PCA) to further investigate patterns in the relationships. Correlations between analytes and metabolic parameters were assessed using Pearson’s correlation coefficient. Results: The urban setting had higher mean levels of IL-5 (3.27 vs 3.14, adjusted mean difference [95% confidence interval] 0.12[0.01,0.23] p=0.04), IFN-⍺ (26.80 vs 20.52, 6.30[2.18,10.41] p=0.003), EGF (5.67 vs 5.07, 0.60[0.32,0.98] p<0.00001), VEGF (3.68 vs 3.28, 0.40[0.25,0.56] p<0.00001), CD40 Ligand (4.82 vs 4.51, 0.31[0.12, 0.50] p=0.001) and Serpin-E1 (9.57 vs 9.46, 0.11[0.05,0.17] p<0.00001), but lower levels of GMCSF (2.94 vs 3.05, -0.10[-0.19,-0.02] p=0.02), CCL2 (2.82 vs 3.10, -0.45[-0.70,-0.21] p<0.00001) and CXCL10 (5.48 vs 5.96, -0.49[-0.71,-0.27] p<0.00001), compared to the rural setting. In PCA, the urban setting had lower representation of some classical inflammatory mediators but higher representation of various chemoattractants and vasoactive peptides. HOMA-IR, FBG, BP and BMI were positively correlated with several principal components characterised by pro-inflammatory analytes. Conclusions: In developing countries, immunological profiles differ between rural and urban environments. Differential expression of certain pro-inflammatory mediators may have important health consequences including contributing to increased cardiometabolic risk observed in the urban environment. Article in Journal/Newspaper Victoria Island London School of Hygiene & Tropical Medicine: LSHTM Research Online Wellcome Open Research 6 291
institution Open Polar
collection London School of Hygiene & Tropical Medicine: LSHTM Research Online
op_collection_id ftlshtm
language English
description Background: Inflammation may be one of the pathways explaining differences in cardiometabolic risk between urban and rural residents. We investigated associations of inflammatory markers with rural versus urban residence, and with selected cardiometabolic parameters previously observed to differ between rural and urban residents: homeostatic model assessment of insulin resistance (HOMA-IR), fasting blood glucose (FBG), blood pressure (BP) and body mass index (BMI). Methods: From two community surveys conducted in Uganda, 313 healthy individuals aged ≥ 10 years were selected by age- and sex-stratified random sampling (rural Lake Victoria island communities, 212; urban Entebbe municipality, 101). Fluorescence intensities of plasma cytokines and chemokines were measured using a bead-based multiplex immunoassay. We used linear regression to examine associations between the analytes and rural-urban residence and principal component analysis (PCA) to further investigate patterns in the relationships. Correlations between analytes and metabolic parameters were assessed using Pearson’s correlation coefficient. Results: The urban setting had higher mean levels of IL-5 (3.27 vs 3.14, adjusted mean difference [95% confidence interval] 0.12[0.01,0.23] p=0.04), IFN-⍺ (26.80 vs 20.52, 6.30[2.18,10.41] p=0.003), EGF (5.67 vs 5.07, 0.60[0.32,0.98] p<0.00001), VEGF (3.68 vs 3.28, 0.40[0.25,0.56] p<0.00001), CD40 Ligand (4.82 vs 4.51, 0.31[0.12, 0.50] p=0.001) and Serpin-E1 (9.57 vs 9.46, 0.11[0.05,0.17] p<0.00001), but lower levels of GMCSF (2.94 vs 3.05, -0.10[-0.19,-0.02] p=0.02), CCL2 (2.82 vs 3.10, -0.45[-0.70,-0.21] p<0.00001) and CXCL10 (5.48 vs 5.96, -0.49[-0.71,-0.27] p<0.00001), compared to the rural setting. In PCA, the urban setting had lower representation of some classical inflammatory mediators but higher representation of various chemoattractants and vasoactive peptides. HOMA-IR, FBG, BP and BMI were positively correlated with several principal components characterised by pro-inflammatory analytes. Conclusions: In developing countries, immunological profiles differ between rural and urban environments. Differential expression of certain pro-inflammatory mediators may have important health consequences including contributing to increased cardiometabolic risk observed in the urban environment.
format Article in Journal/Newspaper
author Sanya, Richard E
Nalwoga, Angela
Grencis, Richard K
Elliott, Alison M
Webb, Emily L
Andia Biraro, Irene
spellingShingle Sanya, Richard E
Nalwoga, Angela
Grencis, Richard K
Elliott, Alison M
Webb, Emily L
Andia Biraro, Irene
Profiles of inflammatory markers and their association with cardiometabolic parameters in rural and urban Uganda
author_facet Sanya, Richard E
Nalwoga, Angela
Grencis, Richard K
Elliott, Alison M
Webb, Emily L
Andia Biraro, Irene
author_sort Sanya, Richard E
title Profiles of inflammatory markers and their association with cardiometabolic parameters in rural and urban Uganda
title_short Profiles of inflammatory markers and their association with cardiometabolic parameters in rural and urban Uganda
title_full Profiles of inflammatory markers and their association with cardiometabolic parameters in rural and urban Uganda
title_fullStr Profiles of inflammatory markers and their association with cardiometabolic parameters in rural and urban Uganda
title_full_unstemmed Profiles of inflammatory markers and their association with cardiometabolic parameters in rural and urban Uganda
title_sort profiles of inflammatory markers and their association with cardiometabolic parameters in rural and urban uganda
publisher F1000 Research Ltd
publishDate 2021
url https://researchonline.lshtm.ac.uk/id/eprint/4663937/
https://researchonline.lshtm.ac.uk/id/eprint/4663937/1/0b0ba064-c4c2-4980-9c82-1b5b1aa3b14a_16651_-_richard_sanya.pdf
genre Victoria Island
genre_facet Victoria Island
op_relation https://researchonline.lshtm.ac.uk/id/eprint/4663937/1/0b0ba064-c4c2-4980-9c82-1b5b1aa3b14a_16651_-_richard_sanya.pdf
Sanya, Richard E; Nalwoga, Angela; Grencis, Richard K; Elliott, Alison M <https://researchonline.lshtm.ac.uk/view/creators/icruaell.html>; Webb, Emily L <https://researchonline.lshtm.ac.uk/view/creators/eideeweb.html>; Andia Biraro, Irene; (2021) Profiles of inflammatory markers and their association with cardiometabolic parameters in rural and urban Uganda. Wellcome Open Research, 6. p. 291. DOI: https://doi.org/10.12688/wellcomeopenres.16651.1 <https://doi.org/10.12688/wellcomeopenres.16651.1>
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