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Rao RB. Biomarkers of Brain Dysfunction in Perinatal Iron Deficiency. Nutrients 2024; 16:1092. [PMID: 38613125 PMCID: PMC11013337 DOI: 10.3390/nu16071092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 03/28/2024] [Accepted: 04/04/2024] [Indexed: 04/14/2024] Open
Abstract
Iron deficiency in the fetal and neonatal period (perinatal iron deficiency) bodes poorly for neurodevelopment. Given its common occurrence and the negative impact on brain development, a screening and treatment strategy that is focused on optimizing brain development in perinatal iron deficiency is necessary. Pediatric societies currently recommend a universal iron supplementation strategy for full-term and preterm infants that does not consider individual variation in body iron status and thus could lead to undertreatment or overtreatment. Moreover, the focus is on hematological normalcy and not optimal brain development. Several serum iron indices and hematological parameters in the perinatal period are associated with a risk of abnormal neurodevelopment, suggesting their potential use as biomarkers for screening and monitoring treatment in infants at risk for perinatal iron deficiency. A biomarker-based screening and treatment strategy that is focused on optimizing brain development will likely improve outcomes in perinatal iron deficiency.
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Affiliation(s)
- Raghavendra B. Rao
- Division of Neonatology, Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN 55455, USA;
- Masonic Institute for the Developing Brain, Minneapolis, MN 55414, USA
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2
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Sandri BJ, Kim J, Lubach GR, Lock EF, Ennis-Czerniak K, Kling PJ, Georgieff MK, Coe CL, Rao RB. Prognostic Performance of Hematological and Serum Iron and Metabolite Indices for Detection of Early Iron Deficiency Induced Metabolic Brain Dysfunction in Infant Rhesus Monkeys. J Nutr 2024; 154:875-885. [PMID: 38072152 PMCID: PMC10942850 DOI: 10.1016/j.tjnut.2023.10.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 10/18/2023] [Accepted: 10/25/2023] [Indexed: 12/27/2023] Open
Abstract
BACKGROUND The current pediatric practice of monitoring for infantile iron deficiency (ID) via hemoglobin (Hgb) screening at one y of age does not identify preanemic ID nor protect against later neurocognitive deficits. OBJECTIVES To identify biomarkers of iron-related metabolic alterations in the serum and brain and determine the sensitivity of conventional iron and heme indices for predicting risk of brain metabolic dysfunction using a nonhuman primate model of infantile ID. METHODS Simultaneous serum iron and RBC indices, and serum and cerebrospinal fluid (CSF) metabolomic profiles were determined in 20 rhesus infants, comparing iron sufficient (IS; N = 10) and ID (N = 10) infants at 2 and 4 mo of age. RESULTS Reticulocyte hemoglobin (RET-He) was lower at 2 wk in the ID group. Significant IS compared with ID differences in serum iron indices were present at 2 mo, but Hgb and RBC indices differed only at 4 mo (P < 0.05). Serum and CSF metabolomic profiles of the ID and IS groups differed at 2 and 4 mo (P < 0.05). Key metabolites, including homostachydrine and stachydrine (4-5-fold lower at 4 mo in ID group, P < 0.05), were altered in both serum and CSF. Iron indices and RET-He at 2 mo, but not Hgb or other RBC indices, were correlated with altered CSF metabolic profile at 4 mo and had comparable predictive accuracy (area under the receiver operating characteristic curve scores, 0.75-0.80). CONCLUSIONS Preanemic ID at 2 mo was associated with metabolic alterations in serum and CSF in infant monkeys. Among the RBC indices, only RET-He predicted the future risk of abnormal CSF metabolic profile with a predictive accuracy comparable to serum iron indices. The concordance of homostachydrine and stachydrine changes in serum and CSF indicates their potential use as early biomarkers of brain metabolic dysfunction in infantile ID.
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Affiliation(s)
- Brian J Sandri
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States; Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, MN, United States
| | - Jonathan Kim
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, United States
| | - Gabriele R Lubach
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, WI, United States
| | - Eric F Lock
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, United States
| | - Kathleen Ennis-Czerniak
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States
| | - Pamela J Kling
- Division of Neonatology, Department of Pediatrics, University of Wisconsin, Madison, WI, United States
| | - Michael K Georgieff
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States; Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, MN, United States
| | - Christopher L Coe
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, WI, United States
| | - Raghavendra B Rao
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States; Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, MN, United States.
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Kim J, Sandri BJ, Rao RB, Lock EF. Bayesian predictive modeling of multi-source multi-way data. Comput Stat Data Anal 2023; 186:107783. [PMID: 37274461 PMCID: PMC10237362 DOI: 10.1016/j.csda.2023.107783] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
A Bayesian approach to predict a continuous or binary outcome from data that are collected from multiple sources with a multi-way (i.e., multidimensional tensor) structure is described. As a motivating example, molecular data from multiple 'omics sources, each measured over multiple developmental time points, as predictors of early-life iron deficiency (ID) in a rhesus monkey model are considered. The method uses a linear model with a low-rank structure on the coefficients to capture multi-way dependence and model the variance of the coefficients separately across each source to infer their relative contributions. Conjugate priors facilitate an efficient Gibbs sampling algorithm for posterior inference, assuming a continuous outcome with normal errors or a binary outcome with a probit link. Simulations demonstrate that the model performs as expected in terms of misclassification rates and correlation of estimated coefficients with true coefficients, with large gains in performance by incorporating multi-way structure and modest gains when accounting for differing signal sizes across the different sources. Moreover, it provides robust classification of ID monkeys for the motivating application.
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Affiliation(s)
- Jonathan Kim
- Division of Biostatistics, University of Minnesota, Minneapolis, 55455, USA
| | - Brian J. Sandri
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
- Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, MN, USA
| | - Raghavendra B. Rao
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
- Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, MN, USA
| | - Eric F. Lock
- Division of Biostatistics, University of Minnesota, Minneapolis, 55455, USA
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Reid BM, Georgieff MK. The Interaction between Psychological Stress and Iron Status on Early-Life Neurodevelopmental Outcomes. Nutrients 2023; 15:3798. [PMID: 37686831 PMCID: PMC10490173 DOI: 10.3390/nu15173798] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 08/18/2023] [Accepted: 08/22/2023] [Indexed: 09/10/2023] Open
Abstract
This review presents evidence from animal and human studies demonstrating the possible connection and significant impact of poor iron status and psychological distress on neurocognitive development during pregnancy and the neonatal period, with implications for long-term cognition. Stress and iron deficiency are independently prevalent and thus are frequently comorbid. While iron deficiency and early-life stress independently contribute to long-term neurodevelopmental alterations, their combined effects remain underexplored. Psychological stress responses may engage similar pathways as infectious stress, which alters fundamental iron metabolism processes and cause functional tissue-level iron deficiency. Psychological stress, analogous to but to a lesser degree than infectious stress, activates the hypothalamic-pituitary-adrenocortical (HPA) axis and increases proinflammatory cytokines. Chronic or severe stress is associated with dysregulated HPA axis functioning and a proinflammatory state. This dysregulation may disrupt iron absorption and utilization, likely mediated by the IL-6 activation of hepcidin, a molecule that impedes iron absorption and redistributes total body iron. This narrative review highlights suggestive studies investigating the relationship between psychological stress and iron status and outlines hypothesized mechanistic pathways connecting psychological stress exposure and iron metabolism. We examine findings regarding the overlapping impacts of early stress exposure to iron deficiency and children's neurocognitive development. We propose that studying the influence of psychological stress on iron metabolism is crucial for comprehending neurocognitive development in children exposed to prenatal and early postnatal stressors and for children at risk of early iron insufficiency. We recommend future directions for dual-exposure studies exploring iron as a potential mediating pathway between early stress and offspring neurodevelopment, offering opportunities for targeted interventions.
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Affiliation(s)
- Brie M. Reid
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
- Center for Behavioral and Preventive Medicine, The Miriam Hospital, Providence, RI 02906, USA
| | - Michael K. Georgieff
- Division of Neonatology, Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN 55455, USA;
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Rao RB, Lubach GR, Ennis-Czerniak KM, Lock EF, Kling PJ, Georgieff MK, Coe CL. Reticulocyte Hemoglobin Equivalent has Comparable Predictive Accuracy as Conventional Serum Iron Indices for Predicting Iron Deficiency and Anemia in a Nonhuman Primate model of Infantile Iron Deficiency. J Nutr 2023; 153:148-157. [PMID: 36913448 PMCID: PMC10196609 DOI: 10.1016/j.tjnut.2022.11.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 10/05/2022] [Accepted: 11/09/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Infantile iron deficiency (ID) causes anemia and compromises neurodevelopment. Current screening relies on hemoglobin (Hgb) determination at 1 year of age, which lacks sensitivity and specificity for timely detection of infantile ID. Low reticulocyte Hgb equivalent (RET-He) indicates ID, but its predictive accuracy relative to conventional serum iron indices is unknown. OBJECTIVES The objective was to compare diagnostic accuracies of iron indices, red blood cell (RBC) indices, and RET-He for predicting the risk of ID and IDA in a nonhuman primate model of infantile ID. METHODS Serum iron, total iron binding capacity, unsaturated iron binding capacity, transferrin saturation (TSAT), Hgb, RET-He, and other RBC indices were determined at 2 wk and 2, 4, and 6 mo in breastfed male and female rhesus infants (N = 54). The diagnostic accuracies of RET-He, iron, and RBC indices for predicting the development of ID (TSAT < 20%) and IDA (Hgb < 10 g/dL + TSAT < 20%) were determined using t tests, area under the receiver operating characteristic curve (AUC) analysis, and multiple regression models. RESULTS Twenty-three (42.6%) infants developed ID and 16 (29.6%) progressed to IDA. All 4 iron indices and RET-He, but not Hgb or RBC indices, predicted future risk of ID and IDA (P < 0.001). The predictive accuracy of RET-He (AUC = 0.78, SE = 0.07; P = 0.003) for IDA was comparable to that of the iron indices (AUC = 0.77-0.83, SE = 0.07; P ≤ 0.002). A RET-He threshold of 25.5 pg strongly correlated with TSAT < 20% and correctly predicted IDA in 10 of 16 infants (sensitivity: 62.5%) and falsely predicted possibility of IDA in only 4 of 38 unaffected infants (specificity: 89.5%). CONCLUSIONS RET-He is a biomarker of impending ID/IDA in rhesus infants and can be used as a hematological parameter to screen for infantile ID.
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Affiliation(s)
- Raghavendra B Rao
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA; Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, MN, USA.
| | - Gabriele R Lubach
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, WI, USA
| | | | - Eric F Lock
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Pamela J Kling
- Division of Neonatology, Department of Pediatrics, University of Wisconsin, Madison, WI, USA
| | - Michael K Georgieff
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA; Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, MN, USA
| | - Christopher L Coe
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, WI, USA
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Prevalence of and Risk Factors for Iron Deficiency in Twin and Singleton Newborns. Nutrients 2022; 14:nu14183854. [PMID: 36145230 PMCID: PMC9500937 DOI: 10.3390/nu14183854] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 09/13/2022] [Accepted: 09/16/2022] [Indexed: 11/16/2022] Open
Abstract
Iron deficiency (ID) in utero and in infancy can cause irreversible neurocognitive damage. Iron status is not routinely tested at birth, so the burden of neonatal ID in the United States is unknown. Infants born from twin or higher-order pregnancies may be at elevated risk of inadequate nutrient endowment at birth. The present study sought to compare the burden of neonatal ID in cord blood serum samples from twin (n = 54) and singleton pregnancies (n = 24). Iron status (serum ferritin (SF), soluble transferrin receptor (sTfR), hepcidin) and inflammation (C-reactive protein (CRP) and interleukin-6 (IL-6)) biomarker concentrations were measured by immunoassay. The prevalence of ID (SF < 76 ng/mL) among twins was 21% (23/108) and among singletons 20% (5/24). Gestational age at birth, maternal race and infant sex predicted SF levels. Maternal anemia (hemoglobin < 11 g/dL) was observed in 40% of mothers but was not associated with neonatal iron biomarkers. More research is needed to identify risk factors and regulatory mechanisms for inadequate fetal iron accrual to identify higher risk pregnancies and neonates for screening and intervention.
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McDonald EA, Gundogan F, Olveda R, Bartnikas T, Kurtis J, Friedman J. Iron transport across the human placenta is regulated by hepcidin. Pediatr Res 2022; 92:396-402. [PMID: 33069164 PMCID: PMC8052381 DOI: 10.1038/s41390-020-01201-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 09/10/2020] [Accepted: 09/29/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Transport of iron across the placenta is critical for appropriate development of the fetus. Iron deficiency during pregnancy remains a major public health concern, particularly in low- and middle-income countries, often exacerbated by infectious diseases leading to altered iron trafficking via inflammatory responses. Herein, we investigate the role of hepcidin, a master regulator of iron homeostasis, on regulation of iron transport across trophoblast cells. METHODS We utilized the Jeg-3 choriocarcinoma cell line for analysis of the expression of transferrin receptor, ferritin, and ferroportin as well as the export of 59Fe in the presence of hepcidin. Placental tissue from human term pregnancies was utilized for immunohistochemistry. RESULTS Hepcidin treatment of Jeg-3 cells decreased the expression of ferroportin and transferrin receptor (TfR) and reduced the cellular export of iron. Lower expression of TfR on the syncytiotrophoblast was associated with the highest levels of hepcidin in maternal circulation, and ferroportin expression was positively associated with placental TfR. Placentas from small-for-gestational-age newborns had significantly lower levels of ferroportin and ferritin gene expression at delivery. CONCLUSIONS Our data suggest that hepcidin plays an important role in the regulation of iron transport across the placenta, making it a critical link in movement of iron into fetal circulation. IMPACT Hepcidin has a direct impact on iron transport across the human placenta. This study provides the first evidence of direct regulation of iron efflux from human trophoblast cells by hepcidin. These data extend our understanding of iron transport across the maternal-fetal interface, a process critical for fetal health and development.
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Affiliation(s)
- E. A. McDonald
- Center for International Health Research, Rhode Island Hospital, Providence, RI, USA,Department of Pediatrics Alpert Medical School of Brown University, Providence, RI, USA
| | - F. Gundogan
- Department of Pathology, Women & Infants Hospital, Providence, RI, USA
| | - R.M. Olveda
- Department of Immunology, Research Institute for Tropical Medicine, Manila, Philippines
| | - T.B. Bartnikas
- Department of Pathology & Laboratory Medicine, Alpert Medical School of Brown University, Providence, RI, USA
| | - J.D. Kurtis
- Center for International Health Research, Rhode Island Hospital, Providence, RI, USA,Department of Pathology & Laboratory Medicine, Alpert Medical School of Brown University, Providence, RI, USA
| | - J.F. Friedman
- Center for International Health Research, Rhode Island Hospital, Providence, RI, USA,Department of Pediatrics Alpert Medical School of Brown University, Providence, RI, USA
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8
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Sandri BJ, Kim J, Lubach GR, Lock EF, Guerrero C, Higgins L, Markowski TW, Kling PJ, Georgieff MK, Coe CL, Rao RB. Multiomic profiling of iron-deficient infant monkeys reveals alterations in neurologically important biochemicals in serum and cerebrospinal fluid before the onset of anemia. Am J Physiol Regul Integr Comp Physiol 2022; 322:R486-R500. [PMID: 35271351 PMCID: PMC9054343 DOI: 10.1152/ajpregu.00235.2021] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 03/07/2022] [Accepted: 03/08/2022] [Indexed: 12/17/2022]
Abstract
The effects of iron deficiency (ID) during infancy extend beyond the hematologic compartment and include short- and long-term adverse effects on many tissues including the brain. However, sensitive biomarkers of iron-dependent brain health are lacking in humans. To determine whether serum and cerebrospinal fluid (CSF) biomarkers of ID-induced metabolic dysfunction are concordant in the pre/early anemic stage of ID before anemia in a nonhuman primate model of infantile iron deficiency anemia (IDA). ID (n = 7), rhesus infants at 4 mo (pre-anemic period) and 6 mo of age (anemic) were examined. Hematological, metabolomic, and proteomic profiles were generated via HPLC/MS at both time points to discriminate serum biomarkers of ID-induced brain metabolic dysfunction. We identified 227 metabolites and 205 proteins in serum. Abnormalities indicating altered liver function, lipid dysregulation, and increased acute phase reactants were present in ID. In CSF, we measured 210 metabolites and 1,560 proteins with changes in ID infants indicative of metabolomic and proteomic differences indexing disrupted synaptogenesis. Systemic and CSF proteomic and metabolomic changes were present and concurrent in the pre-anemic and anemic periods. Multiomic serum and CSF profiling uncovered pathways disrupted by ID in both the pre-anemic and anemic stages of infantile IDA, including evidence for hepatic dysfunction and activation of acute phase response. Parallel changes observed in serum and CSF potentially provide measurable serum biomarkers of ID that reflect at-risk brain processes prior to progression to clinical anemia.
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Affiliation(s)
- Brian J Sandri
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
- Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, Minnesota
| | - Jonathan Kim
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota
| | - Gabriele R Lubach
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, Wisconsin
| | - Eric F Lock
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota
| | - Candace Guerrero
- Department of Biochemistry, Molecular Biology, & Biophysics, University of Minnesota, Minneapolis, Minnesota
| | - LeeAnn Higgins
- Department of Biochemistry, Molecular Biology, & Biophysics, University of Minnesota, Minneapolis, Minnesota
| | - Todd W Markowski
- Department of Biochemistry, Molecular Biology, & Biophysics, University of Minnesota, Minneapolis, Minnesota
| | - Pamela J Kling
- Division of Neonatology, Department of Pediatrics, University of Wisconsin, Madison, Wisconsin
| | - Michael K Georgieff
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
- Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, Minnesota
| | - Christopher L Coe
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, Wisconsin
| | - Raghavendra B Rao
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
- Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, Minnesota
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Elsakr JM, Zhao SK, Ricciardi V, Dean TA, Takahashi DL, Sullivan E, Wesolowski SR, McCurdy CE, Kievit P, Friedman JE, Aagaard KM, Edwards DRV, Gannon M. Western-style diet consumption impairs maternal insulin sensitivity and glucose metabolism during pregnancy in a Japanese macaque model. Sci Rep 2021; 11:12977. [PMID: 34155315 PMCID: PMC8217225 DOI: 10.1038/s41598-021-92464-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 06/04/2021] [Indexed: 12/26/2022] Open
Abstract
The prevalence of maternal obesity is increasing in the United States. Offspring born to women with obesity or poor glycemic control have greater odds of becoming obese and developing metabolic disease later in life. Our group has utilized a macaque model to study the metabolic effects of consumption of a calorically-dense, Western-style diet (WSD; 36.3% fat) during pregnancy. Here, our objective was to characterize the effects of WSD and obesity, alone and together, on maternal glucose tolerance and insulin levels in dams during each pregnancy. Recognizing the collinearity of maternal measures, we adjusted for confounding factors including maternal age and parity. Based on intravenous glucose tolerance tests, dams consuming a WSD showed lower glucose area under the curve during first study pregnancies despite increased body fat percentage and increased insulin area under the curve. However, with (1) prolonged WSD feeding, (2) multiple diet switches, and/or (3) increasing age and parity, WSD was associated with increasingly higher insulin levels during glucose tolerance testing, indicative of insulin resistance. Our results suggest that prolonged or recurrent calorically-dense WSD and/or increased parity, rather than obesity per se, drive excess insulin resistance and metabolic dysfunction. These observations in a highly relevant species are likely of clinical and public health importance given the comparative ease of maternal dietary modifications relative to the low likelihood of successfully reversing obesity in the course of any given pregnancy.
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Affiliation(s)
- Joseph M Elsakr
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, USA
| | - Sifang Kathy Zhao
- Division of Quantitative Sciences, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, 2525 West End Avenue, Suite 600, Nashville, TN, 37203-1738, USA
| | - Valerie Ricciardi
- Division of Diabetes, Endocrinology, and Metabolism, Department of Medicine, Vanderbilt University Medical Center, 2213 Garland Avenue, 7465 MRBIV, Nashville, TN, 37232-0475, USA
| | - Tyler A Dean
- Division of Cardiometabolic Health, Oregon National Primate Research Center, Beaverton, OR, USA
| | - Diana L Takahashi
- Division of Cardiometabolic Health, Oregon National Primate Research Center, Beaverton, OR, USA
| | - Elinor Sullivan
- Division of Neuroscience, Oregon National Primate Research Center, Beaverton, OR, USA
| | | | - Carrie E McCurdy
- Department of Human Physiology, University of Oregon, Eugene, OR, 97403, USA
| | - Paul Kievit
- Division of Cardiometabolic Health, Oregon National Primate Research Center, Beaverton, OR, USA
| | - Jacob E Friedman
- Harold Hamm Diabetes Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Kjersti M Aagaard
- Department of Obstetrics and Gynecology, Division of Maternal-Fetal Medicine, and Molecular and Human Genetics, Baylor College of Medicine and Texas Children's Hospital, Houston, TX, 77030, USA
| | - Digna R Velez Edwards
- Division of Quantitative Sciences, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, 2525 West End Avenue, Suite 600, Nashville, TN, 37203-1738, USA.
- Department of Biomedical Informatics, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, TN, USA.
| | - Maureen Gannon
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, USA.
- Division of Diabetes, Endocrinology, and Metabolism, Department of Medicine, Vanderbilt University Medical Center, 2213 Garland Avenue, 7465 MRBIV, Nashville, TN, 37232-0475, USA.
- Department of Veterans Affairs Tennessee Valley, Nashville, TN, USA.
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA.
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10
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Sandri BJ, Lubach GR, Lock EF, Kling PJ, Georgieff MK, Coe CL, Rao RB. Correcting iron deficiency anemia with iron dextran alters the serum metabolomic profile of the infant Rhesus Monkey. Am J Clin Nutr 2021; 113:915-923. [PMID: 33740040 PMCID: PMC8023818 DOI: 10.1093/ajcn/nqaa393] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Accepted: 11/24/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The effects of infantile iron deficiency anemia (IDA) extend beyond hematological indices and include short- and long-term adverse effects on multiple cells and tissues. IDA is associated with an abnormal serum metabolomic profile, characterized by altered hepatic metabolism, lowered NAD flux, increased nucleoside levels, and a reduction in circulating dopamine levels. OBJECTIVES The objective of this study was to determine whether the serum metabolomic profile is normalized after rapid correction of IDA using iron dextran injections. METHODS Blood was collected from iron-sufficient (IS; n = 10) and IDA (n = 12) rhesus infants at 6 months of age. IDA infants were then administered iron dextran and vitamin B via intramuscular injections at weekly intervals for 2 to 8 weeks. Their hematological and metabolomic statuses were evaluated following treatment and compared with baseline and a separate group of age-matched IS infants (n = 5). RESULTS Serum metabolomic profiles assessed at baseline and after treatment via HPLC/MS using isobaric standards identified 654 quantifiable metabolites. At baseline, 53 metabolites differed between IS and IDA infants. Iron treatment restored traditional hematological indices, including hemoglobin and mean corpuscular volume, into the normal range, but the metabolite profile in the IDA group after iron treatment was markedly altered, with 323 metabolites differentially expressed when compared with an infant's own baseline profile. CONCLUSIONS Rapid correction of IDA with iron dextran resulted in extensive metabolic changes across biochemical pathways indexing the liver function, bile acid release, essential fatty acid production, nucleoside release, and several neurologically important metabolites. The results highlight the importance of a cautious approach when developing a route and regimen of iron repletion to treat infantile IDA.
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Affiliation(s)
- Brian J Sandri
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA,Center for Neurobehavioral Development, University of Minnesota, Minneapolis, MN, USA
| | - Gabriele R Lubach
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, WI, USA
| | - Eric F Lock
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Pamela J Kling
- Division of Neonatology, Department of Pediatrics, University of Wisconsin, Madison, WI, USA
| | - Michael K Georgieff
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA,Center for Neurobehavioral Development, University of Minnesota, Minneapolis, MN, USA
| | - Christopher L Coe
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, WI, USA
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11
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Mayneris-Perxachs J, Amaral W, Lubach GR, Lyte M, Phillips GJ, Posma JM, Coe CL, Swann JR. Gut Microbial and Metabolic Profiling Reveal the Lingering Effects of Infantile Iron Deficiency Unless Treated with Iron. Mol Nutr Food Res 2021; 65:e2001018. [PMID: 33599094 DOI: 10.1002/mnfr.202001018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Revised: 01/29/2021] [Indexed: 12/11/2022]
Abstract
SCOPE Iron deficiency (ID) compromises the health of infants worldwide. Although readily treated with iron, concerns remain about the persistence of some effects. Metabolic and gut microbial consequences of infantile ID were investigated in juvenile monkeys after natural recovery (pID) from iron deficiency or post-treatment with iron dextran and B vitamins (pID+Fe). METHODS AND RESULTS Metabolomic profiling of urine and plasma is conducted with 1 H nuclear magnetic resonance (NMR) spectroscopy. Gut microbiota are characterized from rectal swabs by amplicon sequencing of the 16S rRNA gene. Urinary metabolic profiles of pID monkeys significantly differed from pID+Fe and continuously iron-sufficient controls (IS) with higher maltose and lower amounts of microbial-derived metabolites. Persistent differences in energy metabolism are apparent from the plasma metabolic phenotypes with greater reliance on anaerobic glycolysis in pID monkeys. Microbial profiling indicated higher abundances of Methanobrevibacter, Lachnobacterium, and Ruminococcus in pID monkeys and any history of ID resulted in a lower Prevotella abundance compared to the IS controls. CONCLUSIONS Lingering metabolic and microbial effects are found after natural recovery from ID. These long-term biochemical derangements are not present in the pID+Fe animals emphasizing the importance of the early detection and treatment of early-life ID to ameliorate its chronic metabolic effects.
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Affiliation(s)
- Jordi Mayneris-Perxachs
- Department of Diabetes, Endocrinology and Nutrition, Josep Trueta University Hospital, Girona, Spain.,Nutrition, Eumetabolism and Health Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain.,Obesity and Nutrition, Madrid, Spain
| | - Wellington Amaral
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, WI, USA
| | - Gabriele R Lubach
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, WI, USA
| | - Mark Lyte
- College of Veterinary Medicine, Iowa State University
| | | | - Joram M Posma
- Department of Metabolism, DigCIBER in Physiopathology of estion and Reproduction, Imperial College London, UK
| | - Christopher L Coe
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, WI, USA
| | - Jonathan R Swann
- Department of Metabolism, DigCIBER in Physiopathology of estion and Reproduction, Imperial College London, UK.,School of Human Development and Health, Faculty of Medicine, University of Southampton, UK.,Department of Neuroscience, Karolinska Institute, Sweden
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12
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Vlasova RM, Wang Q, Willette A, Styner MA, Lubach GR, Kling PJ, Georgieff MK, Rao RB, Coe CL. Infantile Iron Deficiency Affects Brain Development in Monkeys Even After Treatment of Anemia. Front Hum Neurosci 2021; 15:624107. [PMID: 33716694 PMCID: PMC7947927 DOI: 10.3389/fnhum.2021.624107] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 01/25/2021] [Indexed: 12/26/2022] Open
Abstract
A high percent of oxidative energy metabolism is needed to support brain growth during infancy. Unhealthy diets and limited nutrition, as well as other environmental insults, can compromise these essential developmental processes. In particular, iron deficiency anemia (IDA) has been found to undermine both normal brain growth and neurobehavioral development. Even moderate ID may affect neural maturation because when iron is limited, it is prioritized first to red blood cells over the brain. A primate model was used to investigate the neural effects of a transient ID and if deficits would persist after iron treatment. The large size and postnatal growth of the monkey brain makes the findings relevant to the metabolic and iron needs of human infants, and initiating treatment upon diagnosis of anemia reflects clinical practice. Specifically, this analysis determined whether brain maturation would still be compromised at 1 year of age if an anemic infant was treated promptly once diagnosed. The hematology and iron status of 41 infant rhesus monkeys was screened at 2-month intervals. Fifteen became ID; 12 met clinical criteria for anemia and were administered iron dextran and B vitamins for 1-2 months. MRI scans were acquired at 1 year. The volumetric and diffusion tensor imaging (DTI) measures from the ID infants were compared with monkeys who remained continuously iron sufficient (IS). A prior history of ID was associated with smaller total brain volumes, driven primarily by significantly less total gray matter (GM) and smaller GM volumes in several cortical regions. At the macrostructual level, the effect on white matter volumes (WM) was not as overt. However, DTI analyses of WM microstructure indicated two later-maturating anterior tracts were negatively affected. The findings reaffirm the importance of iron for normal brain development. Given that brain differences were still evident even after iron treatment and following recovery of iron-dependent hematological indices, the results highlight the importance of early detection and preemptive supplementation to limit the neural consequences of ID.
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Affiliation(s)
- Roza M. Vlasova
- Department of Psychiatry, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Qian Wang
- Department of Food Science and Human Nutrition, Iowa State University, Ames, IA, United States
| | - Auriel Willette
- Department of Food Science and Human Nutrition, Iowa State University, Ames, IA, United States
| | - Martin A. Styner
- Department of Psychiatry, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Gabriele R. Lubach
- Harlow Center for Biological Psychology, University of Wisconsin-Madison, Madison, WI, United States
| | - Pamela J. Kling
- Department of Pediatrics, University of Wisconsin-Madison, Madison, WI, United States
| | - Michael K. Georgieff
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States
| | - Raghavendra B. Rao
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States
| | - Christopher L. Coe
- Harlow Center for Biological Psychology, University of Wisconsin-Madison, Madison, WI, United States
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13
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Sangkhae V, Fisher AL, Wong S, Koenig MD, Tussing-Humphreys L, Chu A, Lelić M, Ganz T, Nemeth E. Effects of maternal iron status on placental and fetal iron homeostasis. J Clin Invest 2020; 130:625-640. [PMID: 31661462 DOI: 10.1172/jci127341] [Citation(s) in RCA: 111] [Impact Index Per Article: 27.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 10/22/2019] [Indexed: 12/14/2022] Open
Abstract
Iron deficiency is common worldwide and is associated with adverse pregnancy outcomes. The increasing prevalence of indiscriminate iron supplementation during pregnancy also raises concerns about the potential adverse effects of iron excess. We examined how maternal iron status affects the delivery of iron to the placenta and fetus. Using mouse models, we documented maternal homeostatic mechanisms that protect the placenta and fetus from maternal iron excess. We determined that under physiological conditions or in iron deficiency, fetal and placental hepcidin did not regulate fetal iron endowment. With maternal iron deficiency, critical transporters mediating placental iron uptake (transferrin receptor 1 [TFR1]) and export (ferroportin [FPN]) were strongly regulated. In mice, not only was TFR1 increased, but FPN was surprisingly decreased to preserve placental iron in the face of fetal iron deficiency. In human placentas from pregnancies with mild iron deficiency, TFR1 was increased, but there was no change in FPN. However, induction of more severe iron deficiency in human trophoblast in vitro resulted in the regulation of both TFR1 and FPN, similar to what was observed in the mouse model. This placental adaptation that prioritizes placental iron is mediated by iron regulatory protein 1 (IRP1) and is important for the maintenance of mitochondrial respiration, thus ultimately protecting the fetus from the potentially dire consequences of generalized placental dysfunction.
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Affiliation(s)
| | - Allison L Fisher
- Center for Iron Disorders, Department of Medicine, and.,Molecular, Cellular and Integrative Physiology Graduate Program, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Shirley Wong
- Center for Iron Disorders, Department of Medicine, and
| | - Mary Dawn Koenig
- Department of Women's, Children's and Family Health Science, College of Nursing
| | - Lisa Tussing-Humphreys
- Division of Academic Internal Medicine, Department of Medicine, and.,Institute for Health Research and Policy, University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - Alison Chu
- Department of Pediatrics, Division of Neonatology and Developmental Biology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Melisa Lelić
- Medical Faculty, University of Tuzla, Tuzla, Bosnia and Herzegovina
| | - Tomas Ganz
- Center for Iron Disorders, Department of Medicine, and
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14
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Baseline iron and low-grade inflammation modulate the effectiveness of iron supplementation: evidence from follow-up of pregnant Sri Lankan women. Eur J Nutr 2020; 60:1101-1109. [PMID: 32613329 DOI: 10.1007/s00394-020-02320-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 06/25/2020] [Indexed: 12/16/2022]
Abstract
PURPOSE We evaluated the effectiveness of iron supplementation in relation to baseline iron and inflammatory status of pregnant women and their offspring in Sri Lanka. METHODS Apparently healthy women aged 18-36 years at < 12 weeks of gestation prior to receiving any supplementation were randomly recruited at the antenatal clinics. They received 60 mg of elemental iron in combined iron-folic acid pills from 12 weeks of gestation until delivery via the National Maternal Supplementation Programme. Serum ferritins (SF), hemoglobin and high-sensitive C-reactive protein (hs-CRP) were assessed. The women were grouped as iron sufficient-inflammation (+), iron sufficient-inflammation (-), iron deficient-inflammation (+) and iron deficient-inflammation (-) based on their baseline iron stores and low-grade inflammation (hs-CRP > 5 < 10 mg/L) at baseline and late pregnancy. RESULTS Despite supplementation, SF in the iron sufficient-inflammation (+) women reduced significantly (p = 0.037) to deficiency state (SF < 30 µg/L) at mid-pregnancy. Whereas no significant changes were noted in the SF in iron sufficient-inflammation (-) women (p > 0.05). They maintained their stores at sufficient state until delivery. The cord SF was higher (p < 0.001) in iron sufficient-inflammation (-) than the inflammation (+) women. 96.4% of the iron deficient women remained deficient until delivery regardless of their inflammatory state. Low-grade inflammation was higher (p < 0.001) in women with baseline BMI > 25 kg/m2. Whereas inflammation at late pregnancy was higher (p < 0.001) in women who gained weight in excess of the recommended, regardless of their baseline BMI. CONCLUSION Iron status prior to supplementation and low-grade inflammation associated with BMI > 25 kg/m2 and excess weight gain during pregnancy appear to modulate the effectiveness of iron supplementation.
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15
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Bastian TW, Rao R, Tran PV, Georgieff MK. The Effects of Early-Life Iron Deficiency on Brain Energy Metabolism. Neurosci Insights 2020; 15:2633105520935104. [PMID: 32637938 PMCID: PMC7324901 DOI: 10.1177/2633105520935104] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 05/28/2020] [Indexed: 12/14/2022] Open
Abstract
Iron deficiency (ID) is one of the most prevalent nutritional deficiencies in the world. Iron deficiency in the late fetal and newborn period causes abnormal cognitive performance and emotional regulation, which can persist into adulthood despite iron repletion. Potential mechanisms contributing to these impairments include deficits in brain energy metabolism, neurotransmission, and myelination. Here, we comprehensively review the existing data that demonstrate diminished brain energetic capacity as a mechanistic driver of impaired neurobehavioral development due to early-life (fetal-neonatal) ID. We further discuss a novel hypothesis that permanent metabolic reprogramming, which occurs during the period of ID, leads to chronically impaired neuronal energetics and mitochondrial capacity in adulthood, thus limiting adult neuroplasticity and neurobehavioral function. We conclude that early-life ID impairs energy metabolism in a brain region- and age-dependent manner, with particularly strong evidence for hippocampal neurons. Additional studies, focusing on other brain regions and cell types, are needed.
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Affiliation(s)
- Thomas W Bastian
- Department of Pediatrics, Medical School, University of Minnesota, Minneapolis, MN, USA
| | - Raghavendra Rao
- Department of Pediatrics, Medical School, University of Minnesota, Minneapolis, MN, USA
| | - Phu V Tran
- Department of Pediatrics, Medical School, University of Minnesota, Minneapolis, MN, USA
| | - Michael K Georgieff
- Department of Pediatrics, Medical School, University of Minnesota, Minneapolis, MN, USA
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16
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Sandri BJ, Lubach GR, Lock EF, Georgieff MK, Kling PJ, Coe CL, Rao RB. Early-Life Iron Deficiency and Its Natural Resolution Are Associated with Altered Serum Metabolomic Profiles in Infant Rhesus Monkeys. J Nutr 2020; 150:685-693. [PMID: 31722400 PMCID: PMC7138653 DOI: 10.1093/jn/nxz274] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Revised: 07/23/2019] [Accepted: 10/11/2019] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Iron deficiency is the most common nutrient deficiency in human infants aged 6 to 24 mo, and negatively affects many cellular metabolic processes, including energy production, electron transport, and oxidative degradation of toxins. There can be persistent influences on long-term metabolic health beyond its acute effects. OBJECTIVES The objective was to determine how iron deficiency in infancy alters the serum metabolomic profile and to test whether these effects persist after the resolution of iron deficiency in a nonhuman primate model of spontaneous iron deficiency. METHODS Blood was collected from naturally iron-sufficient (IS; n = 10) and iron-deficient (ID; n = 10) male and female infant rhesus monkeys (Macaca mulatta) at 6 mo of age. Iron deficiency resolved without intervention upon feeding of solid foods, and iron status was re-evaluated at 12 mo of age from the IS and formerly ID monkeys using hematological and other indices; sera were metabolically profiled using HPLC/MS and GC/MS with isobaric standards for identification and quantification at both time points. RESULTS A total of 413 metabolites were measured, with differences in 40 metabolites identified between IS and ID monkeys at 6 mo (P$\le $ 0.05). At 12 mo, iron-related hematological parameters had returned to normal, but the formerly ID infants remained metabolically distinct from the age-matched IS infants, with 48 metabolites differentially expressed between the groups. Metabolomic profiling indicated altered liver metabolites, differential fatty acid production, increased serum uridine release, and atypical bile acid production in the ID monkeys. CONCLUSIONS Pathway analyses of serum metabolites provided evidence of a hypometabolic state, altered liver function, differential essential fatty acid production, irregular uracil metabolism, and atypical bile acid production in ID infants. Many metabolites remained altered after the resolution of ID, suggesting long-term effects on metabolic health.
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Affiliation(s)
- Brian J Sandri
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Gabriele R Lubach
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, WI, USA
| | - Eric F Lock
- School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Michael K Georgieff
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA,Center for Neurobehavioral Development, University of Minnesota, Minneapolis, MN, USA
| | - Pamela J Kling
- Division of Neonatology, Department of Pediatrics, University of Wisconsin, Madison, WI, USA
| | - Christopher L Coe
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, WI, USA
| | - Raghavendra B Rao
- Division of Neonatology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA,Center for Neurobehavioral Development, University of Minnesota, Minneapolis, MN, USA,Address correspondence to RBR (e-mail: )
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17
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Abioye AI, McDonald EA, Park S, Ripp K, Bennett B, Wu HW, Pond-Tor S, Sagliba MJ, Amoylen AJ, Baltazar PI, Tallo V, Acosta LP, Olveda RM, Kurtis JD, Friedman JF. Maternal anemia type during pregnancy is associated with anemia risk among offspring during infancy. Pediatr Res 2019; 86:396-402. [PMID: 31129681 PMCID: PMC6702090 DOI: 10.1038/s41390-019-0433-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 02/05/2019] [Accepted: 05/06/2019] [Indexed: 01/22/2023]
Abstract
BACKGROUND We evaluated the association between etiology of maternal anemia and iron status throughout infancy. METHODS Samples from a study designed to examine Praziquantel treatment during pregnancy were used (n = 359). All women were infected with schistosomiasis and randomized to Praziquantel or placebo at 16 ± 2 weeks' gestation. Hemoglobin, serum ferritin (SF), soluble transferrin receptor (sTfR), hepcidin, C-reactive protein, and interleukin-6 were measured in maternal and infant blood. The relationship between both maternal Praziquantel treatment and etiology of anemia and infant iron status was evaluated. RESULTS Maternal iron-deficiency anemia was associated with increased risk of infant anemia at 6 months of age. Infants of mothers with the lowest levels of circulating hepcidin during gestation, likely a marker for iron deficiency, had higher sTfR:SF levels and lower hemoglobin levels, particularly at 12 months of age. Maternal non-iron-deficiency anemia (NIDA) did not impact infant anemia risk or iron status. Maternal treatment for schistosomiasis had no effect on infant hematologic status. CONCLUSIONS Maternal iron deficiency anemia was associated with an increased risk for anemia or iron deficiency during late infancy. We did not observe an association between maternal NIDA and increased risk for iron deficiency during infancy.
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Affiliation(s)
- Ajibola I Abioye
- The Warren Alpert Medical School of Brown University, Providence, RI,Center for International Health Research, Rhode Island Hospital, The Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, The Warren Alpert Medical School of Brown University, Providence, RI
| | - Emily A McDonald
- The Warren Alpert Medical School of Brown University, Providence, RI,Center for International Health Research, Rhode Island Hospital, The Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, The Warren Alpert Medical School of Brown University, Providence, RI
| | - Sangshin Park
- The Warren Alpert Medical School of Brown University, Providence, RI, USA. .,Center for International Health Research, Rhode Island Hospital, The Warren Alpert Medical School of Brown University, Providence, RI, USA. .,Department of Pediatrics, The Warren Alpert Medical School of Brown University, Providence, RI, USA. .,Graduate School of Urban Public Health, University of Seoul, Seoul, Republic of Korea.
| | - Kelsey Ripp
- The Warren Alpert Medical School of Brown University, Providence, RI,Department of Medicine, University of Pennsylvania, Philadelphia, PA,Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Brady Bennett
- Center for International Health Research, Rhode Island Hospital, The Warren Alpert Medical School of Brown University, Providence, RI,School of Public Health, Brown University, Providence, RI,The Health Council of South Florida, Miami, FL
| | - Hannah W Wu
- The Warren Alpert Medical School of Brown University, Providence, RI,Center for International Health Research, Rhode Island Hospital, The Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, The Warren Alpert Medical School of Brown University, Providence, RI
| | - Sunthorn Pond-Tor
- The Warren Alpert Medical School of Brown University, Providence, RI,Center for International Health Research, Rhode Island Hospital, The Warren Alpert Medical School of Brown University, Providence, RI,Department of Pathology and Laboratory Medicine, The Warren Alpert Medical School of Brown University, Providence, RI
| | | | | | - Palmera I Baltazar
- Remedios Trinidad Romualdez Hospital, Tacloban City, Leyte, The Philippines
| | - Veronica Tallo
- Research Institute for Tropical Medicine, Manila, Philippines
| | - Luz P Acosta
- Research Institute for Tropical Medicine, Manila, Philippines
| | | | - Jonathan D Kurtis
- The Warren Alpert Medical School of Brown University, Providence, RI,Center for International Health Research, Rhode Island Hospital, The Warren Alpert Medical School of Brown University, Providence, RI,Department of Pathology and Laboratory Medicine, The Warren Alpert Medical School of Brown University, Providence, RI
| | - Jennifer F Friedman
- The Warren Alpert Medical School of Brown University, Providence, RI,Center for International Health Research, Rhode Island Hospital, The Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, The Warren Alpert Medical School of Brown University, Providence, RI
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18
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Loy SL, Lim LM, Chan SY, Tan PT, Chee YL, Quah PL, Chan JKY, Tan KH, Yap F, Godfrey KM, Shek LPC, Chong MFF, Kramer MS, Chong YS, Chi C. Iron status and risk factors of iron deficiency among pregnant women in Singapore: a cross-sectional study. BMC Public Health 2019; 19:397. [PMID: 30975203 PMCID: PMC6460529 DOI: 10.1186/s12889-019-6736-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Accepted: 04/02/2019] [Indexed: 01/06/2023] Open
Abstract
Background Iron deficiency is the most prevalent nutrient deficiency and the most common cause of anaemia worldwide. Because of the increased iron requirements during pregnancy, iron deficiency can lead to maternal anaemia and reduced newborn iron stores. We examined the proportion and risk factors of iron deficiency among pregnant women in a developed Asian country. Methods Within a prospective cohort in Singapore, 985 Asian women were assessed for iron status at 26–28 weeks’ gestation, with plasma ferritin and soluble transferrin receptor (sTfR) measurements. Iron status was determined according to plasma ferritin concentrations at ≥30 μg/L (iron sufficiency), 15 to < 30 μg/L (modest iron depletion) and < 15 μg/L (severe iron depletion). Multivariable ordinal logistic regression was used to analyze risk factors for modest and severe iron depletion. Results The median (25-75th percentile) plasma ferritin concentration was 24.2 (19.9–30.6) μg/L. Overall, 660 (67.0%) and 67 (6.8%) women had modest and severe iron depletion, respectively. Higher plasma sTfR was observed in women with severe iron depletion than among those with iron sufficiency (median 17.6 versus 15.5 nmol/L; p < 0.001). Age < 25 years (odds ratio 2.36; 95% confidence interval 1.15–4.84), Malay (2.05; 1.30–3.24) and Indian (1.98; 1.14–3.44) ethnicities (versus Chinese), university qualification (1.64; 1.13–2.38), multiparity (1.73; 1.23–2.44) and lack of iron-containing supplementation (3.37; 1.25–8.53) were associated with increased odds of modest and severe iron depletion. Conclusions Nearly three-quarters of Singaporean women were iron deficient in the early third trimester of pregnancy. These results suggest universal screening and supplementation of at-risk pregnancies may be evaluated as a preventive strategy. Trial registration NCT01174875. Registered 1 July 2010 (retrospectively registered). Electronic supplementary material The online version of this article (10.1186/s12889-019-6736-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- See Ling Loy
- Department of Reproductive Medicine, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore.,Duke-NUS Medical School, 8 College Road, Singapore, 169857, Singapore.,Singapore Institute for Clinical Sciences, Agency for Science, Technology and Research, (A*STAR), 30 Medical Drive, Singapore, 117609, Singapore
| | - Li Min Lim
- Department of Obstetrics & Gynaecology, National University Hospital, 5 Lower Kent Ridge Road, Singapore, 119074, Singapore
| | - Shiao-Yng Chan
- Singapore Institute for Clinical Sciences, Agency for Science, Technology and Research, (A*STAR), 30 Medical Drive, Singapore, 117609, Singapore.,Department of Obstetrics & Gynaecology, National University Hospital, 5 Lower Kent Ridge Road, Singapore, 119074, Singapore.,Department of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, 1E Kent Ridge Road, Singapore, 119228, Singapore
| | - Pei Ting Tan
- Department of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, 1E Kent Ridge Road, Singapore, 119228, Singapore
| | - Yen Lin Chee
- Department of Haematology-Oncology, National University Cancer Institute, NUH Medical Centre, 5 Lower Kent Ridge Road, Singapore, 119074, Singapore
| | - Phaik Ling Quah
- Singapore Institute for Clinical Sciences, Agency for Science, Technology and Research, (A*STAR), 30 Medical Drive, Singapore, 117609, Singapore
| | - Jerry Kok Yen Chan
- Department of Reproductive Medicine, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore.,Duke-NUS Medical School, 8 College Road, Singapore, 169857, Singapore
| | - Kok Hian Tan
- Duke-NUS Medical School, 8 College Road, Singapore, 169857, Singapore.,Department of Maternal Fetal Medicine, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore
| | - Fabian Yap
- Duke-NUS Medical School, 8 College Road, Singapore, 169857, Singapore.,Department of Paediatrics, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore.,Lee Kong Chian School of Medicine, Nanyang Technological University, 11 Mandalay Road, Singapore, 308232, Singapore
| | - Keith M Godfrey
- Medical Research Council Lifecourse Epidemiology Unit, University of Southampton, Southampton, SO16 6YD, UK.,National Institute for Health Research Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton National Health Service Foundation Trust, Southampton, SO16 6YD, UK
| | - Lynette Pei-Chi Shek
- Singapore Institute for Clinical Sciences, Agency for Science, Technology and Research, (A*STAR), 30 Medical Drive, Singapore, 117609, Singapore.,Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, 1E Kent Ridge Road, NUHS Tower Block Level 12, Singapore, 119228, Singapore.,Khoo Teck Puat-National University Children's Medical Institute, National University Hospital, National University Health System, 5 Lower Kent Ridge Road, Singapore, 119074, Singapore
| | - Mary Foong-Fong Chong
- Singapore Institute for Clinical Sciences, Agency for Science, Technology and Research, (A*STAR), 30 Medical Drive, Singapore, 117609, Singapore.,Saw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, Singapore, 117549, Singapore
| | - Michael S Kramer
- Department of Obstetrics & Gynaecology, National University Hospital, 5 Lower Kent Ridge Road, Singapore, 119074, Singapore.,Department of Pediatrics, McGill University Faculty of Medicine, Montreal, QC, H3G 2M1, Canada.,Department of Epidemiology, Biostatistics and Occupational Health, McGill University Faculty of Medicine, Montreal, QC, H3A 1A2, Canada
| | - Yap-Seng Chong
- Singapore Institute for Clinical Sciences, Agency for Science, Technology and Research, (A*STAR), 30 Medical Drive, Singapore, 117609, Singapore.,Department of Obstetrics & Gynaecology, National University Hospital, 5 Lower Kent Ridge Road, Singapore, 119074, Singapore.,Department of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, 1E Kent Ridge Road, Singapore, 119228, Singapore
| | - Claudia Chi
- Department of Obstetrics & Gynaecology, National University Hospital, 5 Lower Kent Ridge Road, Singapore, 119074, Singapore. .,Department of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, 1E Kent Ridge Road, Singapore, 119228, Singapore.
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19
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Rabindrakumar MSK, Pujitha Wickramasinghe V, Gooneratne L, Arambepola C, Senanayake H, Thoradeniya T. The role of haematological indices in predicting early iron deficiency among pregnant women in an urban area of Sri Lanka. BMC HEMATOLOGY 2018; 18:37. [PMID: 30607249 PMCID: PMC6303966 DOI: 10.1186/s12878-018-0131-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Accepted: 12/02/2018] [Indexed: 11/28/2022]
Abstract
Background Early detection and treatment of iron deficiency during pregnancy is crucial for optimum pregnancy outcomes. Anaemia is a late indictor of iron deficiency measured as Hb < 11 g/dL, and is widely used as a proxy for iron deficiency. We aimed to evaluate the role of red cell indices as a screening tool for early detection of iron deficiency among pregnant women in an urban area of Sri Lanka. Method A cross-sectional study was conducted among 110 apparently healthy pregnant women ≤12 weeks of gestation attending antenatal clinics in Colombo, Sri Lanka. Women already on nutritional supplements were excluded. Full blood count, serum ferritin (SF) and high sensitive C-reactive protein (hs-CRP) assessments were performed. The women with evidence of inflammation as indicated by hs-CRP > 10 mg/L were excluded (N = 20) from data analysis. Anaemia (Hb < 11 g/dL) and iron deficiency (SF < 30 μg/L) were defined according to WHO guidelines. Receiver operating characteristics curves were used to derive red blood cell indices that showed the optimal cut-offs in detecting early iron deficiency. Results Of the 90 women, 63 (70.0%) were iron deficient (SF < 30 μg/L), out of whom 10 (15.9%) were identified as having iron deficiency anaemia (Hb < 11 g/dL). A high sensitivity (> 70%) in the prediction of iron deficiency was obtained for the optimal cut-off values of Hb < 12.2 g/dL, MCV < 83.2 fl, MCH < 26.9 pg and MCHC 33.2 g/dL while maintaining a specificity > 40%. Conclusion Iron deficiency can be predicted in early stages using Hb and red cell indices, which is much less expensive. This could be a useful method in areas with limited resources and a high prevalence of iron deficiency.
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Affiliation(s)
| | | | - Lallindra Gooneratne
- 3Department of Pathology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka
| | - Carukshi Arambepola
- 4Department of Community Medicine, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka
| | - Hemantha Senanayake
- 5Department of Obstetrics and Gynecology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka
| | - Tharanga Thoradeniya
- 1Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka
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20
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Abioye AI, Park S, Ripp K, McDonald EA, Kurtis JD, Wu H, Pond-Tor S, Sharma S, Ernerudh J, Baltazar P, Acosta LP, Olveda RM, Tallo V, Friedman JF. Anemia of Inflammation during Human Pregnancy Does Not Affect Newborn Iron Endowment. J Nutr 2018; 148:427-436. [PMID: 29546300 PMCID: PMC6454452 DOI: 10.1093/jn/nxx052] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Accepted: 11/27/2017] [Indexed: 12/20/2022] Open
Abstract
Background To our knowledge, no studies have addressed whether maternal anemia of inflammation (AI) affects newborn iron status, and few have addressed risk factors for specific etiologies of maternal anemia. Objectives The study aims were to evaluate 1) the contribution of AI and iron deficiency anemia (IDA) to newborn iron endowment, 2) hepcidin as a biomarker to distinguish AI from IDA among pregnant women, and 3) risk factors for specific etiologies of maternal anemia. Methods We measured hematologic biomarkers in maternal blood at 12 and 32 wk of gestation and in cord blood from a randomized trial of praziquantel in 358 pregnant women with Schistosoma japonicum in The Philippines. IDA was defined as anemia with serum ferritin <30 ng/mL and non-IDA (NIDA), largely due to AI, as anemia with ferritin ≥30 ng/mL. We identified cutoffs for biomarkers to distinguish IDA from NIDA by using area under the curve (AUC) analyses and examined the impact of different causes of anemia on newborn iron status (primary outcome) by using multivariate regression modeling. Results Of the 358 mothers, 38% (n = 136) had IDA and 9% (n = 32) had NIDA at 32 wk of gestation. At 32 wk of gestation, serum hepcidin performed better than soluble transferrin receptor (sTfR) in identifying women with NIDA compared with the rest of the cohort (AUCs: 0.75 and 0.70, respectively) and in identifying women with NIDA among women with anemia (0.73 and 0.72, respectively). The cutoff that optimally distinguished women with NIDA from women with IDA in our cohort was 6.1 µg/L. Maternal IDA, but not NIDA, was associated with significantly lower newborn ferritin (114.4 ng/mL compared with 148.4 µg/L; P = 0.042). Conclusions Hepcidin performed better than sTfR in identifying pregnant women with NIDA, but its cost may limit its use. Maternal IDA, but not NIDA, is associated with decreased newborn iron stores, emphasizing the need to identify this cause and provide iron therapy. This trial was registered at www.clinicaltrials.gov as NCT00486863.
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Affiliation(s)
- Ajibola I Abioye
- The Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, Center for International Health Research, and Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Providence, RI,Department of Center for International Health Research, and Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Providence, RI
| | - Sangshin Park
- The Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, Center for International Health Research, and Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Providence, RI,Department of Center for International Health Research, and Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Providence, RI,Address correspondence to SP (e-mail: or )
| | - Kelsey Ripp
- The Warren Alpert Medical School of Brown University, Providence, RI
| | - Emily A McDonald
- The Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, Center for International Health Research, and Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Providence, RI,Department of Center for International Health Research, and Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Providence, RI
| | - Jonathan D Kurtis
- The Warren Alpert Medical School of Brown University, Providence, RI,Department of Center for International Health Research, and Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Providence, RI,Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Providence, RI
| | - Hannah Wu
- The Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, Center for International Health Research, and Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Providence, RI,Department of Center for International Health Research, and Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Providence, RI
| | - Sunthorn Pond-Tor
- Department of Center for International Health Research, and Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Providence, RI
| | - Surendra Sharma
- The Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, Women and Infants Hospital of Rhode Island, Providence, RI
| | - Jan Ernerudh
- Departments of Clinical Immunology and Transfusion Medicine and Clinical and Experimental Medicine, Linkoping University, Linkoping, Sweden,Departments of Clinical and Experimental Medicine, Linkoping University, Linkoping, Sweden
| | - Palmera Baltazar
- Research Institute for Tropical Medicine, Manila, Philippines,Remedios Trinidad Romualdez Hospital, Tacloban City, Leyte, Philippines
| | - Luz P Acosta
- Research Institute for Tropical Medicine, Manila, Philippines
| | | | - Veronica Tallo
- Research Institute for Tropical Medicine, Manila, Philippines
| | - Jennifer F Friedman
- The Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, Center for International Health Research, and Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Providence, RI,Department of Center for International Health Research, and Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Providence, RI
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21
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The impacts of maternal iron deficiency and being overweight during pregnancy on neurodevelopment of the offspring. Br J Nutr 2017; 118:533-540. [DOI: 10.1017/s0007114517002410] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
AbstractBoth maternal Fe deficiency (ID) and being overweight or obese (Ow/Ob, BMI≥25 kg/m2) may negatively affect offspring brain development. However, the two risk factors correlate and their independent effects on infant neurodevelopment are unclear. PREOBE is a prospective observational study that included 331 pregnant Spanish women, of whom 166 had pre-gestational Ow/Ob. Fe status was analysed at 34 weeks and at delivery, and babies were assessed using Bayley III scales of neurodevelopment at 18 months. In confounder-adjusted analyses, maternal ID at 34 weeks was associated with lower composite motor scores at 18 months (mean 113·3 (sd 9·9) v. 117·1 (sd 9·2), P=0·039). Further, the offspring of mothers with ID at delivery had lower cognitive scores (114·0 (sd 9·7) v. 121·5 (sd 10·9), P=0·039) and lower receptive, expressive and composite (99·5 (sd 8·6) v. 107·6 (sd 8·3), P=0·004) language scores. The negative associations between maternal ID at delivery and Bayley scores remained even when adjusting for maternal Ow/Ob and gestational diabetes. Similarly, maternal Ow/Ob correlated with lower gross motor scores in the offspring (12·3 (sd 2·0) v. 13·0 (sd 2·1), P=0·037), a correlation that remained when adjusting for maternal ID. In conclusion, maternal ID and pre-gestational Ow/Ob are both negatively associated with Bayley scores at 18 months, but independently and on different subscales. These results should be taken into account when considering Fe supplementation for pregnant women.
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22
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Young JT, Shi Y, Niethammer M, Grauer M, Coe CL, Lubach GR, Davis B, Budin F, Knickmeyer RC, Alexander AL, Styner MA. The UNC-Wisconsin Rhesus Macaque Neurodevelopment Database: A Structural MRI and DTI Database of Early Postnatal Development. Front Neurosci 2017; 11:29. [PMID: 28210206 PMCID: PMC5288388 DOI: 10.3389/fnins.2017.00029] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2016] [Accepted: 01/16/2017] [Indexed: 01/01/2023] Open
Abstract
Rhesus macaques are commonly used as a translational animal model in neuroimaging and neurodevelopmental research. In this report, we present longitudinal data from both structural and diffusion MRI images generated on a cohort of 34 typically developing monkeys from 2 weeks to 36 months of age. All images have been manually skull stripped and are being made freely available via an online repository for use by the research community.
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Affiliation(s)
- Jeffrey T. Young
- Department of Psychiatry, University of North Carolina at Chapel HillChapel Hill, NC, USA
| | - Yundi Shi
- Department of Psychiatry, University of North Carolina at Chapel HillChapel Hill, NC, USA
| | - Marc Niethammer
- Department of Computer Science, University of North Carolina at Chapel HillChapel Hill, NC, USA
| | | | - Christopher L. Coe
- Harlow Center for Biological Psychology, University of Wisconsin-MadisonMadison, WI, USA
| | - Gabriele R. Lubach
- Harlow Center for Biological Psychology, University of Wisconsin-MadisonMadison, WI, USA
| | | | | | - Rebecca C. Knickmeyer
- Department of Psychiatry, University of North Carolina at Chapel HillChapel Hill, NC, USA
| | - Andrew L. Alexander
- Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-MadisonMadison, WI, USA
| | - Martin A. Styner
- Department of Psychiatry, University of North Carolina at Chapel HillChapel Hill, NC, USA
- Department of Computer Science, University of North Carolina at Chapel HillChapel Hill, NC, USA
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23
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Shi Y, Budin F, Yapuncich E, Rumple A, Young JT, Payne C, Zhang X, Hu X, Godfrey J, Howell B, Sanchez MM, Styner MA. UNC-Emory Infant Atlases for Macaque Brain Image Analysis: Postnatal Brain Development through 12 Months. Front Neurosci 2017; 10:617. [PMID: 28119564 PMCID: PMC5222830 DOI: 10.3389/fnins.2016.00617] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Accepted: 12/26/2016] [Indexed: 12/20/2022] Open
Abstract
Computational anatomical atlases have shown to be of immense value in neuroimaging as they provide age appropriate reference spaces alongside ancillary anatomical information for automated analysis such as subcortical structural definitions, cortical parcellations or white fiber tract regions. Standard workflows in neuroimaging necessitate such atlases to be appropriately selected for the subject population of interest. This is especially of importance in early postnatal brain development, where rapid changes in brain shape and appearance render neuroimaging workflows sensitive to the appropriate atlas choice. We present here a set of novel computation atlases for structural MRI and Diffusion Tensor Imaging as crucial resource for the analysis of MRI data from non-human primate rhesus monkey (Macaca mulatta) data in early postnatal brain development. Forty socially-housed infant macaques were scanned longitudinally at ages 2 weeks, 3, 6, and 12 months in order to create cross-sectional structural and DTI atlases via unbiased atlas building at each of these ages. Probabilistic spatial prior definitions for the major tissue classes were trained on each atlas with expert manual segmentations. In this article we present the development and use of these atlases with publicly available tools, as well as the atlases themselves, which are publicly disseminated to the scientific community.
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Affiliation(s)
- Yundi Shi
- Department of Psychiatry, University of North Carolina Chapel Hill, NC, USA
| | | | - Eva Yapuncich
- Department of Psychiatry, University of North Carolina Chapel Hill, NC, USA
| | - Ashley Rumple
- Department of Psychiatry, University of North Carolina Chapel Hill, NC, USA
| | - Jeffrey T Young
- Department of Psychiatry, University of North CarolinaChapel Hill, NC, USA; Department of Computer Science, University of North CarolinaChapel Hill, NC, USA
| | - Christa Payne
- Division of Autism and Related Developmental Disabilities, Department of Pediatrics, Marcus Autism Center, Children's Healthcare of Atlanta, Emory School of Medicine Atlanta, GA, USA
| | - Xiaodong Zhang
- Yerkes National Primate Research Center, Emory University Atlanta, GA, USA
| | - Xiaoping Hu
- Department of Bioengineering, University of California, Riverside Riverside, CA, USA
| | - Jodi Godfrey
- Yerkes National Primate Research Center, Emory University Atlanta, GA, USA
| | - Brittany Howell
- Department of Child Psychology, Institute of Child Development, University of Minnesota Minneapolis, MN, USA
| | - Mar M Sanchez
- Yerkes National Primate Research Center, Emory UniversityAtlanta, GA, USA; Department of Psychiatry and Behavioral Sciences, Emory UniversityAtlanta, GA, USA
| | - Martin A Styner
- Department of Psychiatry, University of North CarolinaChapel Hill, NC, USA; Department of Computer Science, University of North CarolinaChapel Hill, NC, USA
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Coe CL, Lubach GR. Vital and vulnerable functions of the primate placenta critical for infant health and brain development. Front Neuroendocrinol 2014; 35:439-46. [PMID: 24699357 PMCID: PMC4175171 DOI: 10.1016/j.yfrne.2014.03.004] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2013] [Revised: 03/03/2014] [Accepted: 03/17/2014] [Indexed: 01/07/2023]
Abstract
The placenta is essential to mammalian pregnancy with many roles beyond just nutrient supply, including both endocrine and immune functions. During the course of evolution, the placenta of higher primates has acquired some unique features, including the capacity to secrete corticotropin-releasing hormone (CRH). In addition, a placental receptor for IgG enables particularly high levels of protective maternal antibody to reach the fetus before birth. This paper reviews the placental biology of primates, and discusses its involvement in adrenocortical hormone activity during pregnancy, the transfer of maternal antibody, and finally the delivery of maternal iron to the fetus, which is needed for normal brain development. An understanding of these vital functions during a full-term, healthy pregnancy provides insights into the consequences of gestational disturbances, such as maternal stress, illness, and undernutrition, which have even larger ramifications if the infant is born premature.
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Affiliation(s)
- Christopher L Coe
- Harlow Center for Biology Psychology, University of Wisconsin-Madison, United States.
| | - Gabriele R Lubach
- Harlow Center for Biology Psychology, University of Wisconsin-Madison, United States
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25
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Golub MS, Hogrefe CE, Malka R, Higgins JM. Developmental plasticity of red blood cell homeostasis. Am J Hematol 2014; 89:459-66. [PMID: 24415575 DOI: 10.1002/ajh.23666] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2014] [Accepted: 01/08/2014] [Indexed: 02/03/2023]
Abstract
Most human physiologic set points like body temperature are tightly regulated and show little variation between healthy individuals. Red blood cell (RBC) characteristics such as hematocrit and mean cell volume are stable within individuals but can vary by 20% from one healthy person to the next. The mechanisms for the majority of this inter-individual variation are unknown and do not appear to involve common genetic variation. Here, we show that environmental conditions present during development, namely in utero iron availability, can exert long-term influence on a set point related to the RBC life cycle. In a controlled study of rhesus monkeys and a retrospective study of humans, we use a mathematical model of in vivo RBC population dynamics to show that in utero iron deficiency is associated with a lowered threshold for RBC clearance and turnover. This in utero effect is plastic, persisting at least 2 years after birth and after the cessation of iron deficiency. Our study reports a rare instance of developmental plasticity in the human hematologic system and also shows how mathematical modeling can be used to identify cellular mechanisms involved in the adaptive control of homeostatic set points.
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Affiliation(s)
- Mari S. Golub
- Department of Environmental Toxicology; University of California Davis; Davis California
- California National Primate Research Center; University of California Davis; Davis California
| | - Casey E. Hogrefe
- California National Primate Research Center; University of California Davis; Davis California
| | - Roy Malka
- Center for Systems Biology and Department of Pathology; Massachusetts General Hospital; Boston Massachusetts
- Department of Systems Biology; Harvard Medical School; Boston Massachusetts
| | - John M. Higgins
- Center for Systems Biology and Department of Pathology; Massachusetts General Hospital; Boston Massachusetts
- Department of Systems Biology; Harvard Medical School; Boston Massachusetts
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26
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Golub MS, Hogrefe CE. Predictors of hemoglobin variability in a population of weaning age (3- to 4-month old) rhesus monkeys. Am J Primatol 2013; 75:1139-46. [PMID: 23824639 DOI: 10.1002/ajp.22176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2013] [Revised: 05/04/2013] [Accepted: 06/05/2013] [Indexed: 11/07/2022]
Abstract
Sources of variability in hemoglobin concentration in blood were examined in over 600 rhesus infants at the California National Primate Research Center who had complete blood counts (CBCs) conducted at 3-4 months of age. These infants were born and raised in outdoor social housing. Hemoglobin values ranged from 8.5 to 15.3 µg/dl with a mean and standard deviation of 12.2±0.8 µg/dl. As expected, hemoglobin was strongly associated with the number of red blood cells (RBCs). Plasma protein concentration, an indicator of blood volume, was not a predictor. Associations with infant age, weight and sex, infant serum cortisol, dam's reproductive history, and birth year, month and location were evaluated in regression analyses. Cage of origin, maternal age at delivery and infant weight were associated with hemoglobin concentrations. Unexpectedly, serum cortisol, determined at the same time as CBC samples were taken, was the strongest predictor of hemoglobin concentration. The basis, as well as the functional significance, of the variation in infant hemoglobin and its association with serum cortisol in this population of rhesus fed a nutritionally optimized diet and housed under standard conditions is relevant to the development of both nonhuman and human primate infants.
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Affiliation(s)
- Mari S Golub
- Department of Environmental Toxicology, University of California, Davis, California
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27
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Abstract
Iron deficiency anemia (IDA) was diagnosed in two captive female neonatal Malayan tapirs (Tapirus indicus) at separate institutions. Both calves had unremarkable exams and normal blood parameters within the first 3 days of life. Microcytic hypochromic anemia (hematocrit, HCT= 20%; mean corpuscular volume, MCV = 32.8 fl; mean corpuscular hemoglobin, MCH = 10.5 pg) was diagnosed at day 66 of age in calf EPZ-1. Iron dextran (10 mg/kg i.m.) was administered at day 71. A normal HCT (33%) with microcytosis and hypochromasia (MCV = 33.0 fl; MCH = 11.7 pg) was identified at day 80. No further concerns were noted through 610 days of age. Microcytic hypochromic anemia (HCT = 16%; MCV = 38.4 fl; MCH = 13.3 pg; mean corpuscular hemoglobin concentration, MCHC= 34.6 g/dl) with thrombocytosis (platelets= 1018 10(3)/UL) and poikilocytosis was diagnosed at day 38 of age in calf WPZ-1 by samples obtained through operant conditioning. Iron dextran (10 mg/kg i.m.) was administered at day 40 and day 68. Improving hematocrit (32%) and low serum iron (45 micorg/dl) was identified at day 88; total iron binding capacity (TIBC; 438 microg/dl) and percentage saturation (10%) were also measured. No further concerns were noted through day 529 of age. Retrospective evaluation identified presumptive IDA in two male siblings of calf WPZ-1. One calf died at day 40 (iron = 40 microg/dl; TIBC = 482 microg/dl; percentage saturation = 4%) and another at day 72 (HCT = 11%; iron = 26 microg/dl; TIBC = 470 microg/dl; percentage saturation = 6%). Death in both calves was attributed to disseminated intravascular coagulation and bacterial septicemia. IDA can develop in Malayan tapirs between day 38 and day 72 of age and may be a significant precursor to bacterial septicemia and death in neonatal Malayan tapirs.
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Coe CL, Lubach GR, Busbridge M, Chapman RS. Optimal iron fortification of maternal diet during pregnancy and nursing for investigating and preventing iron deficiency in young rhesus monkeys. Res Vet Sci 2013; 94:549-54. [PMID: 23312499 DOI: 10.1016/j.rvsc.2012.11.017] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Revised: 09/28/2012] [Accepted: 11/22/2012] [Indexed: 01/01/2023]
Abstract
The realization that pregnant and infant monkeys were challenged by high nutritional needs for iron led vendors to markedly increase iron concentrations in commercial diets. Yet, no systematic research was conducted to investigate the consequences of this important dietary change. Hematology and iron panels were determined for 142 infant rhesus monkeys gestated and reared on 3 different diets varying in iron concentration (180, 225 or 380 mg Fe/kg). Anemia was significantly more prevalent in offspring from females fed the 180 and 225 mg Fe/kg diets (32-41% versus 0 for the 380 mg Fe/kg diet, P<0.001). Higher hepcidin levels were protective against iron overload in infants from the 380 mg Fe/kg condition. These findings indicate a highly fortified diet during pregnancy continues to have postnatal benefits for the growing infant. However, for those interested in iron deficiency, lower iron diets provide a reliable way to generate anemic infant monkeys for research.
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Affiliation(s)
- Christopher L Coe
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, WI 53715, United States.
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29
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Metabolomic analysis of cerebrospinal fluid indicates iron deficiency compromises cerebral energy metabolism in the infant monkey. Neurochem Res 2012; 38:573-80. [PMID: 23269483 DOI: 10.1007/s11064-012-0950-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2012] [Revised: 12/14/2012] [Accepted: 12/17/2012] [Indexed: 01/05/2023]
Abstract
Iron deficiency anemia affects many pregnant women and young infants worldwide. The health impact is significant, given iron's known role in many body functions, including oxidative and lipid metabolism, protein synthesis and brain neurochemistry. The following research determined if (1)H NMR spectroscopy-based metabolomic analysis of cerebrospinal fluid (CSF) could detect the adverse influence of early life iron deficiency on the central nervous system. Using a controlled dietary model in 43 infant primates, distinct differences were found in spectra acquired at 600 MHz from the CSF of anemic monkeys. Three metabolite ratios, citrate/pyruvate, citrate/lactate and pyruvate/glutamine ratios, differed significantly in the iron deficient infant and then normalized following the consumption of dietary iron and improvement of clinical indices of anemia in the heme compartment. This distinctive metabolomic profile associated with anemia in the young infant indicates that CSF can be employed to track the neurological effects of iron deficiency and benefits of iron supplementation.
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Shao J, Lou J, Rao R, Georgieff MK, Kaciroti N, Felt BT, Zhao ZY, Lozoff B. Maternal serum ferritin concentration is positively associated with newborn iron stores in women with low ferritin status in late pregnancy. J Nutr 2012; 142:2004-9. [PMID: 23014493 PMCID: PMC3498973 DOI: 10.3945/jn.112.162362] [Citation(s) in RCA: 112] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Iron deficiency (ID) is common in pregnant women and infants, particularly in developing countries. The relation between maternal and neonatal iron status remains unclear. This study considered the issue in a large sample of mother-newborn pairs in rural southeastern China. Hemoglobin (Hb) and serum ferritin (SF) were measured in 3702 pregnant women at ≥37 wk gestation and in cord blood of their infants born at term (37-42 wk gestation). Maternal anemia (Hb <110 g/L) was present in 27.5% and associated with maternal SF <20 μg/L in 86.9%. Only 5.6% of neonates were anemic (Hb <130 g/L) and 9.5% had cord-blood SF <75 μg/L. There were low-order correlations between maternal and newborn iron measures (r = 0.07-0.10 for both Hb and SF; P ≤ 0.0001 due to the large number). We excluded 430 neonates with suggestion of inflammation [cord SF >370 μg/L, n = 208 and/or C-reactive protein (CRP) >5 mg/L, n = 233]. Piecewise linear regression analyses identified a threshold for maternal SF at which cord-blood SF was affected. For maternal SF below the threshold of 13.6 μg/L (β = 2.4; P = 0.001), cord SF was 0.17 SD lower than in neonates whose mothers had SF above the threshold (167 ± 75 vs. 179 ± 80 μg/L). The study confirmed that ID anemia remains common during pregnancy in rural southeastern China. Despite widespread maternal ID, however, iron nutrition seemed to meet fetal needs except when mothers were very iron deficient. The impact of somewhat lower cord SF on iron status later in infancy warrants further study.
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Affiliation(s)
- Jie Shao
- Department of Child Health Care, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China,Key Laboratory of Reproductive Genetics, Ministry of Education, Zhejiang University, Hangzhou, China
| | - Jingan Lou
- Key Laboratory of Reproductive Genetics, Ministry of Education, Zhejiang University, Hangzhou, China
| | - Raghavendra Rao
- Division of Neonatology, Department of Pediatrics, Center for Neurobehavioral Development, University of Minnesota, Minneapolis, MN
| | - Michael K. Georgieff
- Division of Neonatology, Department of Pediatrics, Center for Neurobehavioral Development, University of Minnesota, Minneapolis, MN
| | | | - Barbara T. Felt
- Center for Human Growth and Development, and,Department of Pediatrics and Communicable Diseases, University of Michigan, Ann Arbor, MI
| | - Zheng-Yan Zhao
- Department of Child Health Care, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China,Key Laboratory of Reproductive Genetics, Ministry of Education, Zhejiang University, Hangzhou, China,To whom correspondence should be addressed. E-mail:
| | - Betsy Lozoff
- Center for Human Growth and Development, and,Department of Pediatrics and Communicable Diseases, University of Michigan, Ann Arbor, MI
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Patton SM, Coe CL, Lubach GR, Connor JR. Quantitative proteomic analyses of cerebrospinal fluid using iTRAQ in a primate model of iron deficiency anemia. Dev Neurosci 2012; 34:354-65. [PMID: 23018452 DOI: 10.1159/000341919] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2012] [Accepted: 07/16/2012] [Indexed: 12/17/2022] Open
Abstract
Iron deficiency affects nearly 2 billion people worldwide, with pregnant women and young children being most severely impacted. Sustained anemia during the first year of life can cause cognitive, attention and motor deficits, which may persist despite iron supplementation. We conducted iTRAQ analyses on cerebrospinal fluid (CSF) from infant monkeys (Macaca mulatta) to identify differential protein expression associated with early iron deficiency. CSF was collected from 5 iron-sufficient and 8 iron-deficient anemic monkeys at weaning age (6-7 months) and again at 12-14 months. Despite consumption of iron-fortified food after weaning, which restored hematological indices into the normal range, expression of 5 proteins in the CSF remained altered. Most of the proteins identified are involved in neurite outgrowth, migration or synapse formation. The results reveal novel ways in which iron deficiency undermines brain growth and results in aberrant neuronal migration and connections. Taken together with gene expression data from rodent models of iron deficiency, we conclude that significant alterations in neuroconnectivity occur in the iron-deficient brain, which may persist even after resolution of the hematological anemia. The compromised brain infrastructure could account for observations of behavioral deficits in children during and after the period of anemia.
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Shi Y, Short SJ, Knickmeyer RC, Wang J, Coe CL, Niethammer M, Gilmore JH, Zhu H, Styner MA. Diffusion tensor imaging-based characterization of brain neurodevelopment in primates. ACTA ACUST UNITED AC 2012; 23:36-48. [PMID: 22275483 DOI: 10.1093/cercor/bhr372] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Primate neuroimaging provides a critical opportunity for understanding neurodevelopment. Yet the lack of a normative description has limited the direct comparison with changes in humans. This paper presents for the first time a cross-sectional diffusion tensor imaging (DTI) study characterizing primate brain neurodevelopment between 1 and 6 years of age on 25 healthy undisturbed rhesus monkeys (14 male, 11 female). A comprehensive analysis including region-of-interest, voxel-wise, and fiber tract-based approach demonstrated significant changes of DTI properties over time. Changes in fractional anisotropy (FA), mean diffusivity, axial diffusivity (AD), and radial diffusivity (RD) exhibited a heterogeneous pattern across different regions as well as along fiber tracts. Most of these patterns are similar to those from human studies yet a few followed unique patterns. Overall, we observed substantial increase in FA and AD and a decrease in RD for white matter (WM) along with similar yet smaller changes in gray matter (GM). We further observed an overall posterior-to-anterior trend in DTI property changes over time and strong correlations between WM and GM development. These DTI trends provide crucial insights into underlying age-related biological maturation, including myelination, axonal density changes, fiber tract reorganization, and synaptic pruning processes.
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Affiliation(s)
- Yundi Shi
- Department of Psychiatry, University of North Carolina, Chapel Hill, NC 27599-7160, USA.
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Young MF, Griffin I, Pressman E, McIntyre AW, Cooper E, McNanley T, Harris ZL, Westerman M, O’Brien KO. Maternal hepcidin is associated with placental transfer of iron derived from dietary heme and nonheme sources. J Nutr 2012; 142:33-9. [PMID: 22113871 PMCID: PMC3237230 DOI: 10.3945/jn.111.145961] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
The determinants of placental transport of dietary iron remain largely uncharacterized. The objective of this research was to elucidate determinants of fetal Fe transfer from maternally ingested dietary heme and non-heme Fe. The study was undertaken in 19 pregnant females (16-32 y) who ingested intrinsically labeled (58)Fe-heme and a nonheme Fe source ((57)FeSO(4)) during the third trimester of pregnancy. At delivery, maternal and cord blood was obtained to assess neonatal (57)Fe and (58)Fe enrichment as a function of maternal/neonatal Fe status [serum ferritin (SF), transferrin receptor, hemoglobin (Hb), total body Fe, and hepcidin]. There was a greater percentage of maternally absorbed (58)Fe tracer present in the neonates compared to the (57)Fe tracer (5.4 ± 2.4 vs. 4.0 ± 1.6; P < 0.0001). Net dietary nonheme Fe (mg) and heme Fe (mg) transferred to the fetus were both inversely correlated with measures of maternal serum hepcidin (P = 0.002, r(2) = 0.43; P = 0.004, r(2) = 0.39) and SF (P = 0.0008, r(2) = 0.49; P = 0.003, r(2) = 0.41) and directly associated with neonatal Hb (P = 0.004, r(2) = 0.39; P = 0.008, r(2) = 0.35). The results of this study suggest that during pregnancy there appears to be preferential fetal use of maternally ingested Fe derived from a dietary, animal-based heme source compared to Fe ingested as ferrous sulfate. Maternal serum hepcidin and maternal/neonatal Fe status may play a role in placental uptake of dietary heme and nonheme Fe.
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Affiliation(s)
- Melissa F. Young
- Cornell University, Division of Nutritional Sciences, Ithaca, NY
| | - Ian Griffin
- USDA/Agricultural Research Service Children's Nutrition Research Center, Baylor College of Medicine, Houston, TX
| | - Eva Pressman
- The University of Rochester School of Medicine, Rochester, NY
| | | | | | - Thomas McNanley
- The University of Rochester School of Medicine, Rochester, NY
| | - Z. Leah Harris
- Vanderbilt University Medical Center, Department of Pediatrics, Nashville, TN; and
| | | | - Kimberly O. O’Brien
- Cornell University, Division of Nutritional Sciences, Ithaca, NY,To whom correspondence should be addressed. E-mail:
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Koura GK, Ouedraogo S, Le Port A, Watier L, Cottrell G, Guerra J, Choudat I, Rachas A, Bouscaillou J, Massougbodji A, Garcia A. Anaemia during pregnancy: impact on birth outcome and infant haemoglobin level during the first 18 months of life. Trop Med Int Health 2011; 17:283-91. [PMID: 22146105 DOI: 10.1111/j.1365-3156.2011.02932.x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
To determine the effect of maternal anaemia on pregnancy outcome and describe its impact on infant haemoglobin level in the first 18 months of life, we conducted a prospective study of 617 pregnant women and their children in Benin. Prevalence of maternal anaemia at delivery was 39.5%, and 61.1% of newborns were anaemic at birth. Maternal anaemia was not associated with low birth weight [OR = 1.2 (0.6-2.2)] or preterm birth [OR = 1.3 (0.7-2.4)], whereas the newborn's anaemia was related to maternal anaemia [OR = 1.8 (1.2-2.5)]. There was no association between an infant's haemoglobin level until 18 months and maternal anaemia. However, malaria attacks during follow-up, male gender and sickle cell trait were all associated with a lower infant haemoglobin level until 18 months, whereas good infant feeding practices and a polygamous family were positively associated with a higher haemoglobin level during the first 18 months of life.
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Affiliation(s)
- Ghislain K Koura
- IRD UMR216, Mère et enfant face aux infections tropicales, Paris, France.
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Scholl TO. Maternal iron status: relation to fetal growth, length of gestation, and iron endowment of the neonate. Nutr Rev 2011; 69 Suppl 1:S23-9. [PMID: 22043878 PMCID: PMC3227006 DOI: 10.1111/j.1753-4887.2011.00429.x] [Citation(s) in RCA: 114] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Anemia prevalence is highest in preschool children, women of reproductive age, and women who are pregnant. While the etiology of anemia is multifactorial, iron deficiency is the most commonly recognized nutritional cause. Observational studies imply that supplementation with iron or iron-folic acid should be started early in pregnancy, if not before, in order to prevent low-birth-weight and preterm delivery. Despite this, findings from clinical trials, even those conducted during early pregnancy, are equivocal. Recent follow-up studies of children born to women supplemented with iron-folic acid suggest that mortality is decreased and that the infant's iron endowment reflects the mother's iron status during pregnancy.
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Affiliation(s)
- Theresa O Scholl
- Department of Obstetrics and Gynecology, University of Medicine and Dentistry of New Jersey, Stratford, New Jersey 08104, USA.
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Abstract
Recent studies of the effects of developmental iron deficiency (ID) and iron deficiency anemia in nonhuman primates have provided new insights into this widespread and well-recognized human nutritional deficiency. The rhesus monkey was the animal model in these experiments, which used extensive hematological and behavioral evaluations in addition to noninvasive brain measures. Two important findings were as follows: 1) different behavioral consequences depending on the timing of ID relative to brain developmental stages and 2) the potential for long-lasting changes in brain iron regulatory systems. Further work in this model, including integration with studies in humans and in laboratory rodents, is ongoing.
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Affiliation(s)
- Mari S Golub
- Brain Mind and Behavior Unit, California National Primate Research Center, University of California, Davis, CA, USA.
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Coe CL, Lubach GR, Bianco L, Beard JL. A history of iron deficiency anemia during infancy alters brain monoamine activity later in juvenile monkeys. Dev Psychobiol 2009; 51:301-9. [PMID: 19194962 DOI: 10.1002/dev.20365] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Both during and after a period of iron deficiency (ID), iron-dependent neural processes are affected, which raises the potential concern that the anemia commonly experienced by many growing infants could have a protracted effect on the developing brain. To further investigate the effects of ID on the immature brain, 49 infant rhesus monkeys were evaluated across the first year of life. The mothers, and subsequently the infants after weaning, were maintained on a standardized diet containing 180 mg/kg of iron and were not provided other iron-rich foods as treats or supplements. As the infants grew, they were all screened with hematological tests, which documented that 16 (33.3%) became markedly ID between 4 and 8 months of age. During this anemic period and subsequently at 1 year of age, cerebrospinal fluid (CSF) specimens were collected to compare monoamine activity in the ID and iron-sufficient infants. Monoamine neurotransmitters and metabolite levels were normal at 4 and 8 months of age, but by 1 year the formerly anemic monkeys had significantly lower dopamine and significantly higher norepinephrine levels. These findings indicate that ID can affect the developmental trajectory of these two important neurotransmitter systems, which are associated with emotionality and behavioral performance, and further that the impact in the young monkey was most evident during the period of recovery.
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Affiliation(s)
- Christopher L Coe
- Harlow Center for Biological Psychology, University of Wisconsin, 22 North Charter Street, Madison, WI 53715, USA.
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Geltman PL, Hironaka LK, Mehta SD, Padilla P, Rodrigues P, Meyers AF, Bauchner H. Iron supplementation of low-income infants: a randomized clinical trial of adherence with ferrous fumarate sprinkles versus ferrous sulfate drops. J Pediatr 2009; 154:738-43. [PMID: 19111318 DOI: 10.1016/j.jpeds.2008.11.003] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2008] [Revised: 09/10/2008] [Accepted: 11/03/2008] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To determine whether low-income infants' adherence to nutritional supplementation with ferrous fumarate sprinkles was better than that with ferrous sulfate drops. STUDY DESIGN The study was a randomized clinical trial of healthy 6-month-old infants. Each infant received either a daily packet of sprinkles or a dropperful of liquid. Follow-up included alternating telephone and home visits biweekly for 3 months. Adherence was defined as high if the infant's caregiver reported supplement use on 5 to 7 days during the week before assessment. Side effects and caregiver attitude about supplements were secondary outcomes. Analyses were conducted using generalized estimating equations and chi(2) and Wilcoxon rank-sum tests. RESULTS A total of 150 of 225 eligible infants were enrolled. Adherence to supplementation was generally poor. High adherence ranged from 32% to 63% at any assessment in the subjects receiving drops, compared with 30% to 46% in those receiving sprinkles. The drops group was more likely to have at least four assessments with high adherence (22% vs 9.5%; P = .03). Caregivers of the drops infants were more likely to report greater than usual fussiness (P < .01); however, fussiness had no consistent impact on adherence. CONCLUSIONS The use of ferrous fumarate sprinkles rather than traditional ferrous sulfate drops did not improve adherence with daily iron supplementation in low-income infants.
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Affiliation(s)
- Paul L Geltman
- Department of Pediatrics, Boston University School of Medicine, Boston, MA, USA.
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Abstract
Infants who experience iron deficiency during the first 6-12 mo of life are likely to experience persistent effects of the deficiency that alter functioning in adulthood. A lack of sufficient iron intake may significantly delay the development of the central nervous system as a result of alterations in morphology, neurochemistry, and bioenergetics. Depending on the stage of development at the time of iron deficiency, there may be an opportunity to reverse adverse effects, but the success of repletion efforts appear to be time dependent. Publications in the past several years describe the emerging picture of the consequences of iron deficiency in both human and animal studies. The mechanisms for iron accumulation in the brain and perhaps redistribution are being understood. The data in human infants are consistent with altered myelination of white matter, changes in monoamine metabolism in striatum, and functioning of the hippocampus. Rodent studies also show effects of iron deficiency during gestation and lactation that persist into adulthood despite restoration of iron status at weaning. These studies indicate that gestation and early lactation are likely critical periods when iron deficiency will result in long-lasting damage.
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Chaparro CM. Setting the stage for child health and development: prevention of iron deficiency in early infancy. J Nutr 2008; 138:2529-33. [PMID: 19022984 DOI: 10.1093/jn/138.12.2529] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Iron deficiency is estimated to be the most common nutritional deficiency worldwide and is particularly persistent among infants and children. The high prevalence of anemia in 6- to 9-mo-old children raises the concern that birth iron stores in some infants are inadequate to sustain growth and development through the first 6 mo of life, and postnatal factors are contributing to early depletion of iron stores and development of anemia. At the same time, there are concerns about negative effects of excess iron in infants. Maternal iron status, infant birth weight and gestational age, as well as the timing of umbilical cord clamping at birth all contribute to the establishment of adequate total body iron at birth. Postnatally, feeding practices and growth rate are factors that will affect how quickly birth iron is depleted during the first 6 mo of life. Under conditions in which maternal iron status, birth weight, gestational age, and umbilical cord clamping time are optimal, and exclusive breast-feeding is practiced, infants should have adequate iron stores for the first 6-8 mo of life. Under suboptimal conditions, infants may not reach this goal and may need to be targeted for iron supplementation before 6 mo of age.
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Selective impairment of cognitive performance in the young monkey following recovery from iron deficiency. J Dev Behav Pediatr 2008; 29:11-7. [PMID: 18300719 DOI: 10.1097/dbp.0b013e31815f24a9] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE While poor nutrition during development is an obvious concern, the magnitude and duration of the neural and cognitive deficits that occur after moderate iron deficiency in infancy have remained controversial. A nonhuman primate model of infancy anemia was refined to investigate the effects on cognitive performance. METHODS Young rhesus monkeys that experienced a delimited period of iron deficiency were tested on a series of cognitive tasks following normalization of their hematological status. Beginning at 8 to 9 months of age, 2 months after weaning from their mothers and consumption of solid food, the previously iron-deficient (ID) monkeys (n = 17) were compared to age- and gender-matched, iron-sufficient (IS) (n = 27) monkeys on a series of three tests of cognitive performance. Using the Wisconsin General Testing Apparatus, a Black/White Discrimination task was followed by acquisition of Black/White Reversal (BWR). RESULTS ID monkeys were significantly slower at mastering the BWR task (p < .04), which required reversing and inhibiting the previously learned response. In addition, ID infants were significantly less object oriented (p < .017) and more distractible (p < .018). However, on two subsequent tests, the Concurrent Object Discrimination and Delayed Non-Match-to-Sample, there were no differences in acquisition, performance, or behavioral reactivity. CONCLUSIONS The initial cognitive and behavioral deficits are similar to those seen in follow-up evaluations of anemic children, but the limited extent of the impairment after this moderate iron deficiency that involved a select nutrient deficiency is encouraging for the benefits attainable through early identification and iron supplementation.
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Abstract
Iron deficiency is widespread in infants and young children, especially in developing countries. Animal models provide convincing evidence that, despite iron repletion, iron deficiency during the brain growth spurt alters metabolism and neurotransmission, myelination, and gene and protein profiles. In the human, there is compelling evidence that 6- to 24-month-old infants with iron-deficiency anemia are at risk for poorer cognitive, motor, social-emotional, and neurophysiologic development in the short- and long-term outcome. In contrast to inconsistent developmental effects of iron therapy for iron-deficient infants, recent large, randomized trials of iron supplementation in developing countries uniformly show benefits of iron, especially on motor development and social-emotional behavior. These results indicate that adverse effects can be prevented and/or reversed with iron earlier in development or before iron deficiency becomes severe or chronic. New findings also point to the need for more attention to the developmental effects of prenatal iron deficiency.
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Affiliation(s)
- Betsy Lozoff
- Center for Human Growth and Development, Department of Pediatrics and Communicable Diseases, University of Michigan, 300 N. Ingalls, Ann Arbor, MI 48109-5406, USA.
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Geguchadze RN, Coe CL, Lubach GR, Clardy TW, Beard JL, Connor JR. CSF proteomic analysis reveals persistent iron deficiency-induced alterations in non-human primate infants. J Neurochem 2007; 105:127-36. [PMID: 17996030 DOI: 10.1111/j.1471-4159.2007.05113.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Iron deficiency (ID) anemia during infancy results in long-term neurological consequences, yet the mediating mechanisms remain unclear. Infant monkeys often become naturally anemic during the first 6 months of life, presenting an opportunity to determine the effect of developmental iron deficiency. After weaning, animals were chosen randomly for supplementation with oral iron or, fed a standard commercial chow diet. The control group was never iron deficient. ID anemia was corrected by 12 months in both groups, as indicated by hematological parameters. CSF was collected for proteomic analysis at 12 months of age to assess the impact of developmental ID on the brain. The CSF proteome for both formerly iron deficient groups was similar and revealed 12 proteins with expression levels altered at least twofold. These proteins were identified by matrix assisted laser desorption ionization time-of-flight spectrometry and included prostaglandin D synthase, olfactory receptors and glial fibrillary acidic protein. Thus the proteomic analysis reveals a persistent effect of ID and provides insights into reports of disturbed sleep, hypomyelination and other behavioral alterations associated with ID. Furthermore, alterations in the CSF proteome despite normal hematologic parameters indicate that there is a hierarchical system that prioritizes repletion of red cell mass at the expense of the brain.
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Affiliation(s)
- Ramaz N Geguchadze
- Department of Neurosurgery, The Pennsylvania State University College of Medicine, Milton S. Hershey Medical Center, Hershey, Pennsylvania 17033, USA
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Coe CL, Lubach GR, Shirtcliff EA. Maternal stress during pregnancy predisposes for iron deficiency in infant monkeys impacting innate immunity. Pediatr Res 2007; 61:520-4. [PMID: 17413860 DOI: 10.1203/pdr.0b013e318045be53] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The influence of maternal stress during pregnancy on the postpartum iron status and immune maturation of infants was investigated in a nonhuman primate model. Forty infant rhesus monkeys were generated from two types of disturbed pregnancies, early or late gestation stress, and compared with 24 undisturbed controls. Prenatal stress increased the prevalence and magnitude of iron deficiency (ID) as the infants' growth-related demands for iron exceeded dietary intake from breast milk. At 4-6 mo of age, the emergence of ID significantly accentuated an effect of prenatal stress on natural killer cell activity, an important component of innate immunity. These findings indicate that maternal stress, especially early in pregnancy, should be added to the list of risk factors that warrant closer scrutiny of hematological profiles in fast-growing babies.
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Affiliation(s)
- Christopher L Coe
- Harlow Center for Biological Psychology, University of Wisconsin, Madison, Wisconsin 53715, USA.
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Beard J. Recent evidence from human and animal studies regarding iron status and infant development. J Nutr 2007; 137:524S-530S. [PMID: 17237340 DOI: 10.1093/jn/137.2.524s] [Citation(s) in RCA: 100] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Infants are at risk for iron deficiency as breast milk or formula is replaced by semisolid foods during weaning. The scope of this article is to briefly review new findings on developmental iron deficiency and the persistence of deficiency effects into adulthood. A lack of sufficient iron intake may significantly delay the development of the central nervous system because of alterations in morphology, neurochemistry, and bioenergics. Depending on the stage of development at the time of iron deficiency, there may be an opportunity to reverse adverse effects, but the success of repletion efforts may be time dependent. The program project on "Brain and Behavior in Early Iron Deficiency" (B. Lozoff, P.I.) undertook preclinical and clinical studies to identify the regions of the brain and behaviors affected, and perhaps irreversibly altered, by early-life iron deficiency. Multiple outcomes are being measured in humans, nonhuman primates, and rodents. Data in monkeys show significant effects on neurodevelopment with dietary iron deficiency. Findings in human infants are consistent with altered myelination and changes in monoamine functioning. Rodent studies show that effects of iron deficiency during gestation and lactation persist despite restoration of iron status at weaning. These cross-species studies indicate a vulnerable period in early development that may result in long-lasting damage.
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Affiliation(s)
- John Beard
- Department of Nutritional Sciences, Pennsylvania State University, University Park, PA 16802, USA.
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46
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Abstract
Iron deficiency (ID) is common in pregnant women and infants worldwide. Rodent models show that ID during gestation/lactation alters neurometabolism, neurotransmitters, myelination, and gene/protein profiles before and after iron repletion at weaning. Human infants with iron deficiency anemia test lower in cognitive, motor, social-emotional, and neurophysiologic development than comparison group infants. Iron therapy does not consistently improve developmental outcome, with long-term differences observed. Poorer outcome has also been shown in human and monkey infants with fetal/neonatal ID. Recent randomized trials of infant iron supplementation show benefits, indicating that adverse effects can be prevented and/or reversed with iron earlier in development or before ID becomes severe or chronic. This body of research emphasizes the importance of protecting the developing brain from ID.
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Affiliation(s)
- Betsy Lozoff
- Center for Human Growth and Development, Department of Pediatrics and Communicable Diseases, University of Michigan, Ann Arbor, MI 48109-0406, USA.
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