Evidence map›Paper›PMID 42248248›Full record

ArticleThe Journal of nutrition2026

Novel Erythroid Indices Have Better Prognostic Accuracy than Conventional Erythroid Indices for Early Diagnosis of Iron Deficiency and Associated Brain Metabolomic Changes in Nonhuman Primate Infants.

Raghavendra B Rao, Zhiyu Kang, Kathleen M Ennis-Czerniak, Gabriele R Lubach, Eric F Lock, Pamela J Kling, Michael K Georgieff, Christopher L Coe

Abstract read
In one paragraph

Article in The Journal of nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

8 authors.

Raghavendra B RaoDivision of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN; Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, MN United States. Electronic address: raghurao@umn.edu.
Zhiyu KangDivision of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN United States.
Kathleen M Ennis-CzerniakDivision of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN.
Gabriele R LubachHarlow Center for Biological Psychology, University of Wisconsin, Madison, WI, United States.
Eric F LockDivision of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN United States.
Pamela J KlingDivision of Neonatology, Department of Pediatrics, University of Wisconsin, Madison, WI, United States.
Michael K GeorgieffDivision of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN; Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, MN United States.
Christopher L CoeHarlow Center for Biological Psychology, University of Wisconsin, Madison, WI, United States.

Funding

STATISTICAL COREP01HD039386 · NICHD · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LOZOFF, BETSY · 2001 to 2011
$14.0M
Detection and Correction of Iron Deficiency Induced Abnormal Brain MetabolismR01HD089989 · NICHD · UNIVERSITY OF MINNESOTA · PI COE, CHRISTOPHER L, GEORGIEFF, MICHAEL K. · 2017 to 2021
$2.7M
Novel Medical Food for Treating Infant Anemia and Iron Deficiency in the CNSR01HD080201 · NICHD · UNIVERSITY OF WISCONSIN-MADISON · PI COE, CHRISTOPHER L · 2014 to 2018
$2.1M
Gestational Stress and Impaired Iron Homeostasis in the Young InfantR01HD057064 · NICHD · UNIVERSITY OF WISCONSIN-MADISON · PI COE, CHRISTOPHER L · 2009 to 2013
$1.6M
NICHD NIH HHS P01 HD039386NICHD NIH HHS R01 HD057064NICHD NIH HHS R01 HD080201NICHD NIH HHS R01 HD089989
6 · The paper itself

Abstract

backgroundHemoglobin (Hgb) lacks sensitivity for early detection of iron deficiency (ID) and associated brain metabolic dysregulation in infancy. The utility of newer erythroid indices for early diagnosis of ID and altered brain metabolome is unknown.

objectivesThis study aimed to compare conventional and newer erythroid indices for predicting ID, anemia, and altered brain metabolome using a nonhuman primate model of infantile ID.

methodsSerum iron panel and erythroid indices were determined at 2 wk and 2, 4, and 6 months in male and female infant rhesus monkeys born to mothers consuming a 180 mg Fe/kg diet (n = 51). Cerebrospinal fluid (CSF) metabolomic profiles were obtained at 2 and 4 months in a subset of ID and iron-sufficient infants (n = 10). Accuracy for prediction of ID [transferrin saturation (TSAT) <20%], anemia (Hgb <10 g/dL), and CSF metabolomic changes was evaluated using t tests, regression models, and canonical correlation analysis (CCA).

resultsTwenty infants (39.2%) developed ID and 13 (25.5%) progressed to anemia. At 2 wk, newer erythroid indices-immature reticulocyte fraction, reticulocyte hemoglobin equivalent (RET-He), and difference between hemoglobin in reticulocytes and that in mature red blood cells (Delta-He)-were altered in infants who subsequently developed ID, and, along with percentage hypohemoglobinized and hyperhemoglobinized erythrocytes, predicted the future likelihood of ID and anemia (false discovery rate <0.05). Hgb was not predictive of ID or anemia until 2 mo. Among erythroid indices, Delta-He was the best predictor, with an accuracy of 84% for both, and was comparable with TSAT. CCA demonstrated correlations between 4-mo CSF metabolomic profile and 2-wk (r = 0.71), 2-mo (r = 0.82), and 4-mo (r = 0.79) erythroid profiles. Mean corpuscular hemoglobin and RET-He were the largest contributors to the correlations between the 2-wk and 2-mo erythroid profiles and the 4-mo CSF metabolomic profile.

conclusionsNewer erythroid indices detect ID, anemia, and brain metabolomic alterations earlier than conventional indices in infant monkeys.

Indexed as

Anemia, Iron-DeficiencyBrainIron DeficienciesMetabolomeAnimalsEarly DiagnosisFemaleHemoglobinsIronMacaca mulattaMalePrognosisHemoglobinsIronanemiabraincerebrospinal fluiddelta-hemoglobinerythroid indicesinfancyiron deficiencymetabolomenonhuman primatereticulocyte hemoglobin

Identifiers

PMID42248248
PMCPMC13327347

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.