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Adjusting total body iron for inflammation: Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA) project
Total body iron (TBI) that is calculated from ferritin and soluble transferrin receptor (sTfR) allows for the evaluation of the full range of iron status from deficiency to excess. However, both ferritin and sTfR are affected by inflammation and malaria, which may require a statistical adjustment. T...
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Published in: | The American journal of clinical nutrition 2017-07, Vol.106 (Suppl 1), p.383S-389S |
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container_title | The American journal of clinical nutrition |
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creator | Mei, Zuguo Namaste, Sorrel ML Serdula, Mary Suchdev, Parminder S Rohner, Fabian Flores-Ayala, Rafael Addo, O Yaw Raiten, Daniel J |
description | Total body iron (TBI) that is calculated from ferritin and soluble transferrin receptor (sTfR) allows for the evaluation of the full range of iron status from deficiency to excess. However, both ferritin and sTfR are affected by inflammation and malaria, which may require a statistical adjustment. TBI has been used to assess iron status in the United States, but its use worldwide and in settings with inflammation has been limited.
We examine whether inflammation-adjusted ferritin and sTfR concentrations affect TBI values and the prevalence of low TBI (5 mg/L or α-1-acid glycoprotein concentration >1 g/L), 2) the application of arithmetic correction factors, and 3) the use of regression correction.
Regardless of the method that was used to adjust ferritin and sTfR for inflammation, the adjusted mean TBI decreased in both PSC and WRA compared with unadjusted values. Subsequently, inflammation-adjusted TBI increased the prevalence of low TBI by a median of 4–14 percentage points (pps) in PSC and 1–3 pps in WRA compared with unadjusted TBI. The regression approach resulted in a greater median increase than was achieved with the exclusion or correction-factor approaches, and accounting for malaria in addition to inflammation did not have an added effect on the prevalence estimates.
The prevalence of low TBI is underestimated if it is not adjusted by inflammation, particularly in children living in areas with a high prevalence of inflammation. |
doi_str_mv | 10.3945/ajcn.116.142307 |
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We examine whether inflammation-adjusted ferritin and sTfR concentrations affect TBI values and the prevalence of low TBI (<0 mg/kg) in preschool children (PSC) (age range: 6–59 mo) and women of reproductive age (WRA) (age range: 15–49 y).
Cross-sectional data for PSC (8 surveys; n = 8413) and WRA (4 surveys; n = 4258) from the Biomarkers Reflecting the Inflammation and Nutritional Determinants of Anemia (BRINDA) project were analyzed individually and combined. TBI and the prevalence of low TBI were compared following 3 adjustment approaches for ferritin and sTfR: 1) the exclusion of individuals with inflammation (C-reactive protein concentration >5 mg/L or α-1-acid glycoprotein concentration >1 g/L), 2) the application of arithmetic correction factors, and 3) the use of regression correction.
Regardless of the method that was used to adjust ferritin and sTfR for inflammation, the adjusted mean TBI decreased in both PSC and WRA compared with unadjusted values. Subsequently, inflammation-adjusted TBI increased the prevalence of low TBI by a median of 4–14 percentage points (pps) in PSC and 1–3 pps in WRA compared with unadjusted TBI. The regression approach resulted in a greater median increase than was achieved with the exclusion or correction-factor approaches, and accounting for malaria in addition to inflammation did not have an added effect on the prevalence estimates.
The prevalence of low TBI is underestimated if it is not adjusted by inflammation, particularly in children living in areas with a high prevalence of inflammation.</description><identifier>ISSN: 0002-9165</identifier><identifier>EISSN: 1938-3207</identifier><identifier>DOI: 10.3945/ajcn.116.142307</identifier><identifier>PMID: 28615255</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>acute-phase proteins ; Adolescent ; Adult ; Age ; Anemia ; Anemia - blood ; Anemia, Iron-Deficiency - blood ; Biomarkers ; Biomarkers - analysis ; C-reactive protein ; C-Reactive Protein - analysis ; Child, Preschool ; Children ; Cross-Sectional Studies ; Data processing ; False Negative Reactions ; Female ; Ferrites ; Ferritin ; Ferritins - blood ; Glycoproteins ; Humans ; Infant ; Inflammation ; Iron ; Iron - analysis ; Iron Deficiencies ; iron deficiency ; Malaria ; Median (statistics) ; Middle Aged ; Nutrient deficiency ; Nutritional Status ; Orosomucoid - analysis ; Polls & surveys ; Preschool children ; preschool-age children ; Receptors, Transferrin - blood ; Reference Values ; Regression analysis ; soluble transferrin receptor ; Statistical analysis ; Supplement—Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA) ; total body iron ; Transferrin ; Transferrins ; Vector-borne diseases ; Women ; women of reproductive age ; α-1-acid glycoprotein</subject><ispartof>The American journal of clinical nutrition, 2017-07, Vol.106 (Suppl 1), p.383S-389S</ispartof><rights>2017 American Society for Nutrition.</rights><rights>Copyright American Society for Clinical Nutrition, Inc. Jul 1, 2017</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c431t-a36edde46602d0e5ddb20fba7fb5b588f8014783bf6df6cd3a29cb6262af8c983</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0002916522027162$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,314,780,784,885,3548,27923,27924,45779</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28615255$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Mei, Zuguo</creatorcontrib><creatorcontrib>Namaste, Sorrel ML</creatorcontrib><creatorcontrib>Serdula, Mary</creatorcontrib><creatorcontrib>Suchdev, Parminder S</creatorcontrib><creatorcontrib>Rohner, Fabian</creatorcontrib><creatorcontrib>Flores-Ayala, Rafael</creatorcontrib><creatorcontrib>Addo, O Yaw</creatorcontrib><creatorcontrib>Raiten, Daniel J</creatorcontrib><title>Adjusting total body iron for inflammation: Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA) project</title><title>The American journal of clinical nutrition</title><addtitle>Am J Clin Nutr</addtitle><description>Total body iron (TBI) that is calculated from ferritin and soluble transferrin receptor (sTfR) allows for the evaluation of the full range of iron status from deficiency to excess. However, both ferritin and sTfR are affected by inflammation and malaria, which may require a statistical adjustment. TBI has been used to assess iron status in the United States, but its use worldwide and in settings with inflammation has been limited.
We examine whether inflammation-adjusted ferritin and sTfR concentrations affect TBI values and the prevalence of low TBI (<0 mg/kg) in preschool children (PSC) (age range: 6–59 mo) and women of reproductive age (WRA) (age range: 15–49 y).
Cross-sectional data for PSC (8 surveys; n = 8413) and WRA (4 surveys; n = 4258) from the Biomarkers Reflecting the Inflammation and Nutritional Determinants of Anemia (BRINDA) project were analyzed individually and combined. TBI and the prevalence of low TBI were compared following 3 adjustment approaches for ferritin and sTfR: 1) the exclusion of individuals with inflammation (C-reactive protein concentration >5 mg/L or α-1-acid glycoprotein concentration >1 g/L), 2) the application of arithmetic correction factors, and 3) the use of regression correction.
Regardless of the method that was used to adjust ferritin and sTfR for inflammation, the adjusted mean TBI decreased in both PSC and WRA compared with unadjusted values. Subsequently, inflammation-adjusted TBI increased the prevalence of low TBI by a median of 4–14 percentage points (pps) in PSC and 1–3 pps in WRA compared with unadjusted TBI. The regression approach resulted in a greater median increase than was achieved with the exclusion or correction-factor approaches, and accounting for malaria in addition to inflammation did not have an added effect on the prevalence estimates.
The prevalence of low TBI is underestimated if it is not adjusted by inflammation, particularly in children living in areas with a high prevalence of inflammation.</description><subject>acute-phase proteins</subject><subject>Adolescent</subject><subject>Adult</subject><subject>Age</subject><subject>Anemia</subject><subject>Anemia - blood</subject><subject>Anemia, Iron-Deficiency - blood</subject><subject>Biomarkers</subject><subject>Biomarkers - analysis</subject><subject>C-reactive protein</subject><subject>C-Reactive Protein - analysis</subject><subject>Child, Preschool</subject><subject>Children</subject><subject>Cross-Sectional Studies</subject><subject>Data processing</subject><subject>False Negative Reactions</subject><subject>Female</subject><subject>Ferrites</subject><subject>Ferritin</subject><subject>Ferritins - blood</subject><subject>Glycoproteins</subject><subject>Humans</subject><subject>Infant</subject><subject>Inflammation</subject><subject>Iron</subject><subject>Iron - analysis</subject><subject>Iron Deficiencies</subject><subject>iron deficiency</subject><subject>Malaria</subject><subject>Median (statistics)</subject><subject>Middle Aged</subject><subject>Nutrient deficiency</subject><subject>Nutritional Status</subject><subject>Orosomucoid - analysis</subject><subject>Polls & surveys</subject><subject>Preschool children</subject><subject>preschool-age children</subject><subject>Receptors, Transferrin - blood</subject><subject>Reference Values</subject><subject>Regression analysis</subject><subject>soluble transferrin receptor</subject><subject>Statistical analysis</subject><subject>Supplement—Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA)</subject><subject>total body iron</subject><subject>Transferrin</subject><subject>Transferrins</subject><subject>Vector-borne diseases</subject><subject>Women</subject><subject>women of reproductive age</subject><subject>α-1-acid glycoprotein</subject><issn>0002-9165</issn><issn>1938-3207</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNpdkk1vFCEch4nR2LV69mZIvNTDrLwMLOPBZNv6sklTk0bPhOGlMs7AFpgm_QJ-bhm3muqJEB6e_PnxA-AlRmvateytGnRYY8zXuCUUbR6BFe6oaChBm8dghRAiTYc5OwLPch4QwqQV_Ck4IoJjRhhbgZ9bM8y5-HANSyxqhH00d9CnGKCLCfrgRjVNqvgY3sFTHyeVftiU4ZV1o9W_7-0eMFAFAy_nkvyyq7pzW2yafFChZBgd3AY7eQVPTq92l-fbN3Cf4lA9z8ETp8ZsX9yvx-Dbxw9fzz43F18-7c62F41uKS6NotwaY1vOETHIMmN6glyvNq5nPRPCCYTbjaC948Zxbagine454UQ5oTtBj8H7g3c_95M12oaS1Cj3ydeH3cmovPz3JPjv8jreStZ2iLeL4ORekOLNbHORk8_ajqMKNs5Z4g4jSrlgrKKv_0OHOKcaykJx2hKE8SJ89XCiv6P8-aIKdAfA1lxuvU0ya2-Dtsanmpw00UuM5FIHudRB1jrIQx3oL9mfqdc</recordid><startdate>20170701</startdate><enddate>20170701</enddate><creator>Mei, Zuguo</creator><creator>Namaste, Sorrel ML</creator><creator>Serdula, Mary</creator><creator>Suchdev, Parminder S</creator><creator>Rohner, Fabian</creator><creator>Flores-Ayala, Rafael</creator><creator>Addo, O Yaw</creator><creator>Raiten, Daniel J</creator><general>Elsevier Inc</general><general>American Society for Clinical Nutrition, Inc</general><general>American Society for Nutrition</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7QP</scope><scope>7T7</scope><scope>7TS</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>P64</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20170701</creationdate><title>Adjusting total body iron for inflammation: Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA) project</title><author>Mei, Zuguo ; Namaste, Sorrel ML ; Serdula, Mary ; Suchdev, Parminder S ; Rohner, Fabian ; Flores-Ayala, Rafael ; Addo, O Yaw ; Raiten, Daniel J</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c431t-a36edde46602d0e5ddb20fba7fb5b588f8014783bf6df6cd3a29cb6262af8c983</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>acute-phase proteins</topic><topic>Adolescent</topic><topic>Adult</topic><topic>Age</topic><topic>Anemia</topic><topic>Anemia - blood</topic><topic>Anemia, Iron-Deficiency - blood</topic><topic>Biomarkers</topic><topic>Biomarkers - analysis</topic><topic>C-reactive protein</topic><topic>C-Reactive Protein - analysis</topic><topic>Child, Preschool</topic><topic>Children</topic><topic>Cross-Sectional Studies</topic><topic>Data processing</topic><topic>False Negative Reactions</topic><topic>Female</topic><topic>Ferrites</topic><topic>Ferritin</topic><topic>Ferritins - blood</topic><topic>Glycoproteins</topic><topic>Humans</topic><topic>Infant</topic><topic>Inflammation</topic><topic>Iron</topic><topic>Iron - analysis</topic><topic>Iron Deficiencies</topic><topic>iron deficiency</topic><topic>Malaria</topic><topic>Median (statistics)</topic><topic>Middle Aged</topic><topic>Nutrient deficiency</topic><topic>Nutritional Status</topic><topic>Orosomucoid - analysis</topic><topic>Polls & surveys</topic><topic>Preschool children</topic><topic>preschool-age children</topic><topic>Receptors, Transferrin - blood</topic><topic>Reference Values</topic><topic>Regression analysis</topic><topic>soluble transferrin receptor</topic><topic>Statistical analysis</topic><topic>Supplement—Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA)</topic><topic>total body iron</topic><topic>Transferrin</topic><topic>Transferrins</topic><topic>Vector-borne diseases</topic><topic>Women</topic><topic>women of reproductive age</topic><topic>α-1-acid glycoprotein</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mei, Zuguo</creatorcontrib><creatorcontrib>Namaste, Sorrel ML</creatorcontrib><creatorcontrib>Serdula, Mary</creatorcontrib><creatorcontrib>Suchdev, Parminder S</creatorcontrib><creatorcontrib>Rohner, Fabian</creatorcontrib><creatorcontrib>Flores-Ayala, Rafael</creatorcontrib><creatorcontrib>Addo, O Yaw</creatorcontrib><creatorcontrib>Raiten, Daniel J</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Physical Education Index</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The American journal of clinical nutrition</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mei, Zuguo</au><au>Namaste, Sorrel ML</au><au>Serdula, Mary</au><au>Suchdev, Parminder S</au><au>Rohner, Fabian</au><au>Flores-Ayala, Rafael</au><au>Addo, O Yaw</au><au>Raiten, Daniel J</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Adjusting total body iron for inflammation: Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA) project</atitle><jtitle>The American journal of clinical nutrition</jtitle><addtitle>Am J Clin Nutr</addtitle><date>2017-07-01</date><risdate>2017</risdate><volume>106</volume><issue>Suppl 1</issue><spage>383S</spage><epage>389S</epage><pages>383S-389S</pages><issn>0002-9165</issn><eissn>1938-3207</eissn><abstract>Total body iron (TBI) that is calculated from ferritin and soluble transferrin receptor (sTfR) allows for the evaluation of the full range of iron status from deficiency to excess. However, both ferritin and sTfR are affected by inflammation and malaria, which may require a statistical adjustment. TBI has been used to assess iron status in the United States, but its use worldwide and in settings with inflammation has been limited.
We examine whether inflammation-adjusted ferritin and sTfR concentrations affect TBI values and the prevalence of low TBI (<0 mg/kg) in preschool children (PSC) (age range: 6–59 mo) and women of reproductive age (WRA) (age range: 15–49 y).
Cross-sectional data for PSC (8 surveys; n = 8413) and WRA (4 surveys; n = 4258) from the Biomarkers Reflecting the Inflammation and Nutritional Determinants of Anemia (BRINDA) project were analyzed individually and combined. TBI and the prevalence of low TBI were compared following 3 adjustment approaches for ferritin and sTfR: 1) the exclusion of individuals with inflammation (C-reactive protein concentration >5 mg/L or α-1-acid glycoprotein concentration >1 g/L), 2) the application of arithmetic correction factors, and 3) the use of regression correction.
Regardless of the method that was used to adjust ferritin and sTfR for inflammation, the adjusted mean TBI decreased in both PSC and WRA compared with unadjusted values. Subsequently, inflammation-adjusted TBI increased the prevalence of low TBI by a median of 4–14 percentage points (pps) in PSC and 1–3 pps in WRA compared with unadjusted TBI. The regression approach resulted in a greater median increase than was achieved with the exclusion or correction-factor approaches, and accounting for malaria in addition to inflammation did not have an added effect on the prevalence estimates.
The prevalence of low TBI is underestimated if it is not adjusted by inflammation, particularly in children living in areas with a high prevalence of inflammation.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>28615255</pmid><doi>10.3945/ajcn.116.142307</doi><oa>free_for_read</oa></addata></record> |
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subjects | acute-phase proteins Adolescent Adult Age Anemia Anemia - blood Anemia, Iron-Deficiency - blood Biomarkers Biomarkers - analysis C-reactive protein C-Reactive Protein - analysis Child, Preschool Children Cross-Sectional Studies Data processing False Negative Reactions Female Ferrites Ferritin Ferritins - blood Glycoproteins Humans Infant Inflammation Iron Iron - analysis Iron Deficiencies iron deficiency Malaria Median (statistics) Middle Aged Nutrient deficiency Nutritional Status Orosomucoid - analysis Polls & surveys Preschool children preschool-age children Receptors, Transferrin - blood Reference Values Regression analysis soluble transferrin receptor Statistical analysis Supplement—Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA) total body iron Transferrin Transferrins Vector-borne diseases Women women of reproductive age α-1-acid glycoprotein |
title | Adjusting total body iron for inflammation: Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA) project |
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