Cargando…

The Relationship Between Ferritin and BMI is Mediated by Inflammation Among Women in Higher-Income Countries, But Not in Most Lower-Income Countries Nor Among Young Children: A Multi-Country Analysis

BACKGROUND: In the presence of inflammation, the serum or plasma ferritin concentration (“ferritin” hereafter) transiently increases, confounding its interpretation as an iron status marker. The extent to which adiposity-related inflammation may influence ferritin interpretation is uncertain. OBJECT...

Descripción completa

Detalles Bibliográficos
Autores principales: Davis, Jennie N, Williams, Anne, Arnold, Charles D, Rohner, Fabian, Wirth, James P, Addo, Yaw, Flores-Ayala, Rafael C, Oaks, Brietta M, Young, Melissa F, Suchdev, Parminder S, Engle-Stone, Reina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9718651/
https://www.ncbi.nlm.nih.gov/pubmed/36475018
http://dx.doi.org/10.1093/cdn/nzac139
_version_ 1784843135428329472
author Davis, Jennie N
Williams, Anne
Arnold, Charles D
Rohner, Fabian
Wirth, James P
Addo, Yaw
Flores-Ayala, Rafael C
Oaks, Brietta M
Young, Melissa F
Suchdev, Parminder S
Engle-Stone, Reina
author_facet Davis, Jennie N
Williams, Anne
Arnold, Charles D
Rohner, Fabian
Wirth, James P
Addo, Yaw
Flores-Ayala, Rafael C
Oaks, Brietta M
Young, Melissa F
Suchdev, Parminder S
Engle-Stone, Reina
author_sort Davis, Jennie N
collection PubMed
description BACKGROUND: In the presence of inflammation, the serum or plasma ferritin concentration (“ferritin” hereafter) transiently increases, confounding its interpretation as an iron status marker. The extent to which adiposity-related inflammation may influence ferritin interpretation is uncertain. OBJECTIVES: We describe relationships between weight status, inflammation, and ferritin among nonpregnant women of reproductive age (WRA; 15–49 years) and preschool-age children (PSC; 6–59 months) with normal weight to overweight or obesity (OWOB) in differing geographic settings. METHODS: Cross-sectional data were separately analyzed from 18 surveys (WRA) and 25 surveys (PSC) from the Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA) project, excluding observations with underweight, wasting, pregnancy, or malaria. Relationships were assessed between BMI (in WRA) or BMI-for-age z-score (BAZ; in PSC), inflammatory biomarkers of C-reactive protein (CRP) and/or α-1-acid glycoprotein (AGP), ferritin by linear regression, and potential mediation by CRP and/or AGP in relationships between BMI or BAZ and ferritin with structural equation modeling. Regression and mediation models accounted for complex survey designs. Results were grouped by World Bank income classifications. RESULTS: In 5 of 6 surveys among WRA from upper-middle and high-income countries, ferritin was significantly positively associated with BMI, and this relationship was partially (or fully, in the United States) mediated by CRP and/or AGP. Mediation was present in 4 of 12 surveys for WRA in low- and lower-middle income countries. Among PSC, ferritin was positively associated with CRP and/or AGP in all surveys, but there were no significant CRP- or AGP-mediated relationships between ferritin and BAZ, except a negative relationship in the Philippines. CONCLUSIONS: Where having OWOB is common among WRA, measurements of inflammatory biomarkers and their uses in interpreting ferritin may improve iron status assessments. While these relationships were inconsistent among PSC, inflammation was common and should be measured to interpret iron status. Included Kenyan trial data are registered at clinicaltrials.gov as NCT01088958.
format Online
Article
Text
id pubmed-9718651
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-97186512022-12-05 The Relationship Between Ferritin and BMI is Mediated by Inflammation Among Women in Higher-Income Countries, But Not in Most Lower-Income Countries Nor Among Young Children: A Multi-Country Analysis Davis, Jennie N Williams, Anne Arnold, Charles D Rohner, Fabian Wirth, James P Addo, Yaw Flores-Ayala, Rafael C Oaks, Brietta M Young, Melissa F Suchdev, Parminder S Engle-Stone, Reina Curr Dev Nutr ORIGINAL RESEARCH BACKGROUND: In the presence of inflammation, the serum or plasma ferritin concentration (“ferritin” hereafter) transiently increases, confounding its interpretation as an iron status marker. The extent to which adiposity-related inflammation may influence ferritin interpretation is uncertain. OBJECTIVES: We describe relationships between weight status, inflammation, and ferritin among nonpregnant women of reproductive age (WRA; 15–49 years) and preschool-age children (PSC; 6–59 months) with normal weight to overweight or obesity (OWOB) in differing geographic settings. METHODS: Cross-sectional data were separately analyzed from 18 surveys (WRA) and 25 surveys (PSC) from the Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA) project, excluding observations with underweight, wasting, pregnancy, or malaria. Relationships were assessed between BMI (in WRA) or BMI-for-age z-score (BAZ; in PSC), inflammatory biomarkers of C-reactive protein (CRP) and/or α-1-acid glycoprotein (AGP), ferritin by linear regression, and potential mediation by CRP and/or AGP in relationships between BMI or BAZ and ferritin with structural equation modeling. Regression and mediation models accounted for complex survey designs. Results were grouped by World Bank income classifications. RESULTS: In 5 of 6 surveys among WRA from upper-middle and high-income countries, ferritin was significantly positively associated with BMI, and this relationship was partially (or fully, in the United States) mediated by CRP and/or AGP. Mediation was present in 4 of 12 surveys for WRA in low- and lower-middle income countries. Among PSC, ferritin was positively associated with CRP and/or AGP in all surveys, but there were no significant CRP- or AGP-mediated relationships between ferritin and BAZ, except a negative relationship in the Philippines. CONCLUSIONS: Where having OWOB is common among WRA, measurements of inflammatory biomarkers and their uses in interpreting ferritin may improve iron status assessments. While these relationships were inconsistent among PSC, inflammation was common and should be measured to interpret iron status. Included Kenyan trial data are registered at clinicaltrials.gov as NCT01088958. Oxford University Press 2022-09-09 /pmc/articles/PMC9718651/ /pubmed/36475018 http://dx.doi.org/10.1093/cdn/nzac139 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the American Society for Nutrition. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle ORIGINAL RESEARCH
Davis, Jennie N
Williams, Anne
Arnold, Charles D
Rohner, Fabian
Wirth, James P
Addo, Yaw
Flores-Ayala, Rafael C
Oaks, Brietta M
Young, Melissa F
Suchdev, Parminder S
Engle-Stone, Reina
The Relationship Between Ferritin and BMI is Mediated by Inflammation Among Women in Higher-Income Countries, But Not in Most Lower-Income Countries Nor Among Young Children: A Multi-Country Analysis
title The Relationship Between Ferritin and BMI is Mediated by Inflammation Among Women in Higher-Income Countries, But Not in Most Lower-Income Countries Nor Among Young Children: A Multi-Country Analysis
title_full The Relationship Between Ferritin and BMI is Mediated by Inflammation Among Women in Higher-Income Countries, But Not in Most Lower-Income Countries Nor Among Young Children: A Multi-Country Analysis
title_fullStr The Relationship Between Ferritin and BMI is Mediated by Inflammation Among Women in Higher-Income Countries, But Not in Most Lower-Income Countries Nor Among Young Children: A Multi-Country Analysis
title_full_unstemmed The Relationship Between Ferritin and BMI is Mediated by Inflammation Among Women in Higher-Income Countries, But Not in Most Lower-Income Countries Nor Among Young Children: A Multi-Country Analysis
title_short The Relationship Between Ferritin and BMI is Mediated by Inflammation Among Women in Higher-Income Countries, But Not in Most Lower-Income Countries Nor Among Young Children: A Multi-Country Analysis
title_sort relationship between ferritin and bmi is mediated by inflammation among women in higher-income countries, but not in most lower-income countries nor among young children: a multi-country analysis
topic ORIGINAL RESEARCH
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9718651/
https://www.ncbi.nlm.nih.gov/pubmed/36475018
http://dx.doi.org/10.1093/cdn/nzac139
work_keys_str_mv AT davisjennien therelationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT williamsanne therelationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT arnoldcharlesd therelationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT rohnerfabian therelationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT wirthjamesp therelationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT addoyaw therelationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT floresayalarafaelc therelationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT oaksbriettam therelationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT youngmelissaf therelationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT suchdevparminders therelationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT englestonereina therelationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT davisjennien relationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT williamsanne relationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT arnoldcharlesd relationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT rohnerfabian relationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT wirthjamesp relationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT addoyaw relationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT floresayalarafaelc relationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT oaksbriettam relationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT youngmelissaf relationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT suchdevparminders relationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis
AT englestonereina relationshipbetweenferritinandbmiismediatedbyinflammationamongwomeninhigherincomecountriesbutnotinmostlowerincomecountriesnoramongyoungchildrenamulticountryanalysis