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The influence of maternal anemia on neonatal neurodevelopment: a systematic review and meta-analysis Cover

The influence of maternal anemia on neonatal neurodevelopment: a systematic review and meta-analysis

By:  and    
Open Access
|Apr 2026

Figures & Tables

Figure 1.

PRISMA flow diagram for the study selection process for this meta-analysis.

Figure 2.

Results of the NBAS meta-analysis (A) forest plot displaying NBAS habituation scores across the studied samples. (B) A comparison of habituation scores between neonates from mothers with or without anemia. (C) Forest plot illustrating NBAS orientation scores. (D) A comparison of orientation scores between neonates from anemic and non-anemic mothers. (E) Forest plot showing the range of state scores from the NBAS. (F) Forest plot depicting the regulation of state scores in the NBAS. (G) A comparison of the regulation of state scores between neonates from anemic and non-anemic mothers. CI, confidence interval; NBAS, Neonatal Behavioral Assessment Scale; SD, standard deviation; SE, standard error.

Figure 3.

Additional meta-analysis results for neurodevelopmental outcomes. (A) Forest plot for NBAS motor maturity scores obtained from the studies. (B) A comparison of motor maturity scores between neonates from mothers with or without anemia. (C) Forest plot representing NBAS autonomic stability scores. (D) A comparison of autonomic stability scores between neonates with anemic and non-anemic mothers. (E) Comparative analysis of ELC scores between anemic and non-anemic neonates. (F) A comparison of GM scores between neonates from anemic and non-anemic mothers. CI, confidence interval; ELC, early learning composite; GM, gross motor; MD, NBAS, Neonatal Behavioral Assessment Scale; SD, standard deviation; SE, standard error.

Characteristics of the included papers

Study characteristicLocationStudy designParticipants (mothers)Fetus number% BoysMaternal iron assessmentNeonatal/infant assessmentIron supplementationKey findings
Hernández-Martínez et al. [7]SpainProspective longitudinal216Singleton49.5%SF andTS at 10-15, 24-27, and 33-34 weeks of gestationNBAS at 48-72 h postpartumSystematic iron supplementation from -week 15, mean dose 48.9 mg/dID in first/second trimesters weakly predicted NBAS ANS scores; in third trimester, predicted NBAS motor, state organization, and robustness/endurance scores.
Aranda et al. [22]SpainProspective longitudinal210Singleton47.6%Hb levels at third trimester and deliveryNBAS at 48-72 h postpartumSystematic iron supplementation from -week 15, mean dose 43.9 mg/dHemoconcentration risk in third trimester related to decreased neonatal state regulation and alertness; at delivery, to decreased state regulation and poor robustness/endurance.
Berglund et al. [23]SpainProspective observational331Singleton51.4%Ferritin, Hb, transferrin saturation at 34 weeks and at deliveryBayley III scales of neurodevelopment at 18 monthsIron supplementation at entry (34.4% of mothers)Maternal ID at 34 weeks associated with lower composite motor scores at 18 months; ID at delivery associated with lower cognitive, receptive, expressive, and composite language scores.
Mireku et al. [11]Benin, AfricaProspective cohort636SingletonN/AHb concentration at first and second ANC visits and at deliveryMullen scales of early learning at 1 yearOral iron and folic acid after first ANC visitInverted U-shaped relationship between maternal Hband infant GM function; Hb concentration between 90 g/L and 110 g/L appears optimal for early GM function; prenatal anemia associated with higher GM scores.
Menon etal. [15]IndiaCohort study211 (second trimester), 178 (third trimester)SingletonN/AHb, SF, sTfR at second and third trimesterInfant anthropometric data and neurobe-hav¡oral data at ~3 weeks postpartumN/AInfants of non-anemic mothers in the second trimester were heavier, taller and had larger head circumference. Infants of non-anemic mothers in third trimester had higher orientation scores.
Mireku et al. [24]Benin, AfricaProspective cohort636SingletonN/AMaternal ID was assessed through blood samples taken during the prenatal periodCBSF concentration, Mullen Scales of early learning at 1 yearOral iron and folic acid after first ANC visitNo association between prenatal ID and CBSF levels or infant cognitive and motor development at 1 year of age. However, possession score and maternal education were related to cognitive development in the infants.

Quality assessment table

Study123456789Total stars
Hernández-Martínez et al. [7]YesYesYesYesYesYesYesYesYes9
Aranda et al. [22]YesYesYesYesYesYesYesYesYes9
Berglund et al. [23]YesYesYesYesYesYesYesYesYes9
Mireku et al. [11]YesYesYesYesYesYesYesYesYes9
Menon et al. [15]YesYesYesYesYes-YesYesYes8
Mireku et al. [24]YesYesYesYesYesYesYesYesYes9
DOI: https://doi.org/10.2478/abm-2026-0010 | Journal eISSN: 1875-855X | Journal ISSN: 1905-7415
Language: English
Page range: 85 - 95
Published on: Apr 30, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 6 issues per year

© 2026 Fengying He, Chiqiong Liu, published by Chulalongkorn University
This work is licensed under the Creative Commons Attribution 4.0 License.