ArticleBMC medicine2018
Iron deficiency during pregnancy is associated with a reduced risk of adverse birth outcomes in a malaria-endemic area in a longitudinal cohort study.
Article in BMC medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
24 citing papers in PubMed, 2 syntheses or guidelines pooled it, 44 citations in OpenAlex.
- Effect of different Iron-Folic acid (IFA) formulations, doses, and frequencies on pregnancy and neonatal outcomes compared to multiple micronutrients (MMN) among pregnant women: a systematic review and meta-analysis.BMC pregnancy and childbirth · 2025Pooled it
- Pooled it
- Associations of maternal iron deficiency with malaria infection in a cohort of pregnant Papua New Guinean women.Malaria journal · 2022Trial
- Sulphadoxine-pyrimethamine plus azithromycin may improve birth outcomes through impacts on inflammation and placental angiogenesis independent of malarial infection.Scientific reports · 2019Trial
- Machine learning approaches to predict maternal anemia and Identifying associated factors among pregnant women in Sub-Saharan Africa.Journal of public health research · 2026Article
- Iron deficiency with and without anemia in pregnancy: A scoping review of prevalence and perinatal impact.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026Article
- Prevalence and Risk Factors of Anemia in Pregnant Women Attending Antenatal Clinic at a Medical Center in Accra, Ghana: A Cross-Sectional Study.Health science reports · 2026Article
- Host iron deficiency protects againstScience advances · 2026Article
- Iron deficiency and vaccine efficacy: A mini-review of immunological interplay and evidence across vaccine types.Human vaccines & immunotherapeutics · 2025Review
- Relationship between serum ferritin and proinflammatory markers in late pregnancy: An exploratory analysis from Cartagena, ColombiaBiomedica : revista del Instituto Nacional de Salud · 2025Article
- Trends in the disease burden of maternal sepsis and other maternal infections attributable to iron deficiency from 1990 to 2021 and its projection until 2050.Frontiers in public health · 2025Article
- Burden, trends, and projections of nutritional deficiencies in China from 1990 to 2030.Frontiers in nutrition · 2025Article
- Exploration of iron deficiency anemia and its associated factors among pregnant women seeking antenatal care in public health facilities of southwestern Ethiopia. A mixed study.AJOG global reports · 2024Article
- Use of antianemics in prenatal care: A population cohort from a capital city in the North region of Brazil.Preventive medicine reports · 2023Article
- Utilization and compliance with iron supplementation and predictors among pregnant women in Southeast Ethiopia.Scientific reports · 2022Article
- Effects of Iron and Vitamin A Levels on Pregnant Women and Birth Outcomes: Complex Relationships Untangled Using a Birth Cohort Study in Uganda.Maternal and child health journal · 2022Article
- Prevalence and determinants of Anemia among pregnant women in sub-Saharan Africa: a systematic review and Meta-analysis.Archives of public health = Archives belges de sante publique · 2021Review
- The relationship between markers of antenatal iron stores and birth outcomes differs by malaria prevention regimen-a prospective cohort study.BMC medicine · 2021Article
- Iron status in late pregnancy is inversely associated with birth weight in Colombia.Public health nutrition · 2021Article
- Association between gestational anemia in different trimesters and neonatal outcomes: a retrospective longitudinal cohort study.World journal of pediatrics : WJP · 2021Article
Corrections and comments
- Commented on by
Authors and funding
12 authors at 7 institutions in 4 countries.
Funding
Abstract
backgroundLow birth weight (LBW) and preterm birth (PTB) are major contributors to infant mortality and chronic childhood morbidity. Understanding factors that contribute to or protect against these adverse birth outcomes is an important global health priority. Anaemia and iron deficiency are common in malaria-endemic regions, but there are concerns regarding the value of iron supplementation among pregnant women in malaria-endemic areas due to reports that iron supplementation may increase the risk of malaria. There is a lack of evidence on the impact of iron deficiency on pregnancy outcomes in malaria-endemic regions.
methodsWe determined iron deficiency in a cohort of 279 pregnant women in a malaria-endemic area of Papua New Guinea. Associations with birth weight, LBW and PTB were estimated using linear and logistic regression. A causal model using sequential mediation analyses was constructed to assess the association between iron deficiency and LBW, either independently or mediated through malaria and/or anaemia.
resultsIron deficiency in pregnant women was common (71% at enrolment) and associated with higher mean birth weights (230 g; 95% confidence interval, CI 118, 514; p < 0.001), and reduced odds of LBW (adjusted odds ratio, aOR = 0.32; 95% CI 0.16, 0.64; p = 0.001) and PTB (aOR = 0.57; 95% CI 0.30, 1.09; p = 0.089). Magnitudes of effect were greatest in primigravidae (birth weight 351 g; 95% CI 188, 514; p < 0.001; LBW aOR 0.26; 95% CI 0.10, 0.66; p = 0.005; PTB aOR = 0.39, 95% CI 0.16, 0.97; p = 0.042). Sequential mediation analyses indicated that the protective association of iron deficiency on LBW was mainly mediated through mechanisms independent of malaria or anaemia.
conclusionsIron deficiency was associated with substantially reduced odds of LBW predominantly through malaria-independent protective mechanisms, which has substantial implications for understanding risks for poor pregnancy outcomes and evaluating the benefit of iron supplementation in pregnancy. This study is the first longitudinal study to demonstrate a temporal relationship between antenatal iron deficiency and improved birth outcomes. These findings suggest that iron supplementation needs to be integrated with other strategies to prevent or treat infections and undernutrition in pregnancy to achieve substantial improvements in birth outcomes.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.