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Li Y, Li H, Jiang Y. Analysis of the burden and trends of communicable diseases in Pacific Island countries from 1990 to 2019. BMC Public Health 2023; 23:2064. [PMID: 37865756 PMCID: PMC10590040 DOI: 10.1186/s12889-023-16894-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 10/04/2023] [Indexed: 10/23/2023] Open
Abstract
BACKGROUND Communicable diseases contribute substantially to morbidity and death rates worldwide, particularly in low-and middle-income countries. Pacific Island countries face unique challenges in addressing these diseases due to their remote locations and limited resources. Understanding the burden and trends of these diseases in this region is crucial for developing effective public health interventions. OBJECTIVE This study aimed to analyze the burden and trends of communicable diseases in Pacific Island countries from 1990 to 2019. METHODS We utilized data from the 2019 Global Burden of Disease (GBD) study to analyze indicators including incidence, death, and disability-adjusted life years (DALYs). Excel 2016, R 4.2.1, and GraphPad Prism 9 were used to analyze and visualize the data. Joinpoint regression models were used for trend analysis, and the average annual percent change (AAPC) was calculated. RESULTS From 1990 to 2019, the standardized incidence rate of communicable diseases in Pacific Island countries showed an upward trend (AAPC = 0.198%, 95% CI = 0.0174 ~ 0.221), while the standardized death rate (AAPC = -1.098%, 95% CI = -1.34 ~ 0.86) and standardized DALY rate (AAPC = -1.008%, 95% CI = -1.187 ~ -0.828) showed downward trends. In 2019, the standardized incidence, death, and DALY rates of communicable diseases were higher among males than among females, but the standardized death and DALY rates among males decreased faster than those among females from 1990 to 2019. There were significant differences in the disease burden among different Pacific Island countries. The Solomon Islands had the highest standardized death rate (363.73/100,000), and Guam had the lowest (50.42/100,000). Papua New Guinea had the highest standardized DALY rate (16,041.14/100,000), and the Cook Islands had the lowest (2,740.13/100,000). In 2019, the main attributable risk factors for communicable disease deaths in Pacific Island countries were child and maternal malnutrition (28.32%), followed by unsafe water, sanitation, and handwashing (27.14%), air pollution (16.11%), and unsafe sex (14.96%). There were considerable geographical variations in risk factors. CONCLUSION The burden of communicable diseases in Pacific Island countries remains high, despite improvements in mortality and disability-adjusted life-year rates over the past few decades. This study provides valuable insights into the burden and trends of communicable diseases in Pacific Island countries from 1990 to 2019. The findings reveal several important insights and highlight the need for targeted public health interventions in the region.
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Affiliation(s)
- Yan Li
- School of Public Health, Chongqing Medical University, Chongqing, China
| | - Hao Li
- School of Public Health, Chongqing Medical University, Chongqing, China
| | - Yi Jiang
- School of Public Health, Chongqing Medical University, Chongqing, China.
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Unger HW, Hadiprodjo AJ, Gutman JR, Briand V, Fievet N, Valea I, Tinto H, D'Alessandro U, Landis SH, Ter Kuile F, Ouma P, Oneko M, Mwapasa V, Slutsker L, Terlouw DJ, Kariuki S, Ayisi J, Nahlen B, Desai M, Madanitsa M, Kalilani-Phiri L, Ashorn P, Maleta K, Tshefu-Kitoto A, Mueller I, Stanisic D, Cates J, Van Eijk AM, Ome-Kaius M, Aitken EH, Rogerson SJ. Fetal sex and risk of pregnancy-associated malaria in Plasmodium falciparum-endemic regions: a meta-analysis. Sci Rep 2023; 13:10310. [PMID: 37365258 DOI: 10.1038/s41598-023-37431-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 06/21/2023] [Indexed: 06/28/2023] Open
Abstract
In areas of moderate to intense Plasmodium falciparum transmission, malaria in pregnancy remains a significant cause of low birth weight, stillbirth, and severe anaemia. Previously, fetal sex has been identified to modify the risks of maternal asthma, pre-eclampsia, and gestational diabetes. One study demonstrated increased risk of placental malaria in women carrying a female fetus. We investigated the association between fetal sex and malaria in pregnancy in 11 pregnancy studies conducted in sub-Saharan African countries and Papua New Guinea through meta-analysis using log binomial regression fitted to a random-effects model. Malaria infection during pregnancy and delivery was assessed using light microscopy, polymerase chain reaction, and histology. Five studies were observational studies and six were randomised controlled trials. Studies varied in terms of gravidity, gestational age at antenatal enrolment and bed net use. Presence of a female fetus was associated with malaria infection at enrolment by light microscopy (risk ratio 1.14 [95% confidence interval 1.04, 1.24]; P = 0.003; n = 11,729). Fetal sex did not associate with malaria infection when other time points or diagnostic methods were used. There is limited evidence that fetal sex influences the risk of malaria infection in pregnancy.
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Affiliation(s)
- Holger W Unger
- Department of Obstetrics and Gynaecology, Royal Darwin Hospital, Darwin, NT, Australia
- Menzies School of Health Research, Charles Darwin University, Darwin, NT, Australia
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Anastasia Jessica Hadiprodjo
- Department of Medicine (RMH), Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia
| | - Julie R Gutman
- Malaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, U.S. Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Valerie Briand
- Université de Paris, UMR261, IRD, Paris, France
- Epicentre MSF, Paris, France
| | | | - Innocent Valea
- Unite de Recherche Clinique de Nanoro, Institut de Recherche en Sciences de La Santé-DRCO, Nanoro, Burkina Faso
- Departement de Recherche Clinique, Centre Muraz, Bobo-Dioulasso, Burkina Faso
| | - Halidou Tinto
- Unite de Recherche Clinique de Nanoro, Institut de Recherche en Sciences de La Santé-DRCO, Nanoro, Burkina Faso
- Departement de Recherche Clinique, Centre Muraz, Bobo-Dioulasso, Burkina Faso
| | - Umberto D'Alessandro
- Medical Research Council Unit, The Gambia at the London School of Hygiene and Tropical Medicine, Fajara, Gambia
- London School of Hygiene and Tropical Medicine, London, UK
| | | | - Feiko Ter Kuile
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Peter Ouma
- Kenya Medical Research Institute (KEMRI)/Centre for Global Health Research, Kisumu, Kenya
| | - Martina Oneko
- Kenya Medical Research Institute (KEMRI)/Centre for Global Health Research, Kisumu, Kenya
| | - Victor Mwapasa
- School of Public Health and Family Medicine, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Laurence Slutsker
- Malaria and Neglected Tropical Diseases, Center for Malaria Control and Elimination, PATH, Seattle, WA, USA
| | - Dianne J Terlouw
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi
| | - Simon Kariuki
- Kenya Medical Research Institute (KEMRI)/Centre for Global Health Research, Kisumu, Kenya
| | - John Ayisi
- Kenya Medical Research Institute (KEMRI)/Centre for Global Health Research, Kisumu, Kenya
| | | | - Meghna Desai
- Malaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, U.S. Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Linda Kalilani-Phiri
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Per Ashorn
- Faculty of Medicine and Health Technology, Center for Child, Adolescent and Maternal Health Research, Tampere University, Tampere, Finland
- Department for Pediatrics, Tampere University Hospital, Tampere, Finland
| | - Kenneth Maleta
- School of Public Health and Family Medicine, College of Medicine, University of Malawi, Blantyre, Malawi
| | | | - Ivo Mueller
- Walter and Eliza Hall Institute, Parkville, VIC, Australia
| | - Danielle Stanisic
- Institute for Glycomics, Griffith University, Gold Coast, QLD, Australia
| | - Jordan Cates
- Department of Epidemiology, UNC-Chapel Hill, Chapel Hill, NC, USA
| | - Anna Maria Van Eijk
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Maria Ome-Kaius
- Papua New Guinea Institute of Medical Research, Goroka, Papua New Guinea
| | - Elizabeth H Aitken
- Department of Infectious Diseases, Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia
- Department of Microbiology and Immunology, Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia
| | - Stephen J Rogerson
- Department of Medicine (RMH), Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia.
- Department of Infectious Diseases, Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia.
- Department of Microbiology and Immunology, Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia.
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Singoei M, Obimbo MM, Odula PO, Gitaka J, Ongidi IH. Changes in the structure of chorioamniotic membrane in patients with malaria in pregnancy. Placenta 2021; 114:42-49. [PMID: 34425402 DOI: 10.1016/j.placenta.2021.08.054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 07/25/2021] [Accepted: 08/17/2021] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Malaria infection in pregnancy has adverse consequences for both fetal and maternal health. There is insufficient data on the effect malaria in pregnancy has on the structure of the chorioamniotic membrane. Our objective was to determine the structure of the chorioamniotic membrane in patients with malaria in pregnancy. METHODS Specimens of the chorioamniotic membrane from 58 women with malaria in pregnancy and 58 women without malaria in pregnancy were used for this study. Biopsies of the fetal membranes were obtained immediately after delivery and processed for light microscopy. They were stained using H & E. Photomicrographs were taken for morphological analysis and statistical analyses were performed using Statistical Package for Social Sciences (SPSS, Version 23.0, Chicago, Illinois). The independent-sample t-test and odds ratios were used to compare the appropriate values between the two groups at a 95% confidence interval. RESULTS Photomicrographs of the chorioamniotic membrane showed histological alterations, including a change of amniotic epithelium to columnar and stratified types, epithelial delamination, extensive fibrin deposition, and leukocyte infiltration in women with malaria in pregnancy. Statistical analysis found significant differences in epithelial type (p-value 0.001, ×2 = 17.9), epithelial denudation (p-value <0.001, ×2 = 19.4) and extensive fibrin deposition (p-value of 0.02 and ×2 = 7.5) between the study groups. DISCUSSION This study has demonstrated histological alterations in the chorioamniotic membrane in association with malaria in pregnancy. Further studies may be conducted to characterize chorioamnionitis in malaria in pregnancy and associations with adverse pregnancy outcomes.
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Affiliation(s)
- Mercy Singoei
- Department of Human Anatomy, University of Nairobi. P.O. Box 30197, 00100, Nairobi, Kenya.
| | - Moses Madadi Obimbo
- Department of Human Anatomy, University of Nairobi. P.O. Box 30197, 00100, Nairobi, Kenya.
| | - Paul Ochieng Odula
- Department of Human Anatomy, University of Nairobi. P.O. Box 30197, 00100, Nairobi, Kenya.
| | - Jesse Gitaka
- Directorate of Research and Innovation, Mount Kenya University. P.O. Box 342, 01000, Thika, Kenya.
| | - Ibsen Henric Ongidi
- Department of Human Anatomy, University of Nairobi. P.O. Box 30197, 00100, Nairobi, Kenya.
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Carrilho TRB, Farias DR, Batalha MA, Costa NCF, Rasmussen KM, Reichenheim ME, Ohuma EO, Hutcheon JA, Kac G. Brazilian Maternal and Child Nutrition Consortium: establishment, data harmonization and basic characteristics. Sci Rep 2020; 10:14869. [PMID: 32913200 PMCID: PMC7483530 DOI: 10.1038/s41598-020-71612-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 08/18/2020] [Indexed: 12/03/2022] Open
Abstract
Pooled data analysis in the field of maternal and child nutrition rarely incorporates data from low- and middle-income countries and existing studies lack a description of the methods used to harmonize the data and to assess heterogeneity. We describe the creation of the Brazilian Maternal and Child Nutrition Consortium dataset, from multiple pooled longitudinal studies, having gestational weight gain (GWG) as an example. Investigators of the eligible studies published from 1990 to 2018 were invited to participate. We conducted consistency analysis, identified outliers, and assessed heterogeneity for GWG. Outliers identification considered the longitudinal nature of the data. Heterogeneity was performed adjusting multilevel models. We identified 68 studies and invited 59 for this initiative. Data from 29 studies were received, 21 were retained for analysis, resulting in a final sample of 17,344 women with 72,616 weight measurements. Fewer than 1% of all weight measurements were flagged as outliers. Women with pre-pregnancy obesity had lower values for GWG throughout pregnancy. GWG, birth length and weight were similar across the studies and remarkably similar to a Brazilian nationwide study. Pooled data analyses can increase the potential of addressing important questions regarding maternal and child health, especially in countries where research investment is limited.
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Affiliation(s)
- Thaís Rangel Bousquet Carrilho
- Nutritional Epidemiology Observatory, Josué de Castro Nutrition Institute, Federal University of Rio de Janeiro, Avenida Carlos Chagas Filho 373/CCS, bloco J, 2 andar, sala 29, Cidade Universitária, Ilha do Fundão, Rio de Janeiro, RJ, 21941-902, Brazil
| | - Dayana Rodrigues Farias
- Nutritional Epidemiology Observatory, Josué de Castro Nutrition Institute, Federal University of Rio de Janeiro, Avenida Carlos Chagas Filho 373/CCS, bloco J, 2 andar, sala 29, Cidade Universitária, Ilha do Fundão, Rio de Janeiro, RJ, 21941-902, Brazil
| | - Mônica Araújo Batalha
- Nutritional Epidemiology Observatory, Josué de Castro Nutrition Institute, Federal University of Rio de Janeiro, Avenida Carlos Chagas Filho 373/CCS, bloco J, 2 andar, sala 29, Cidade Universitária, Ilha do Fundão, Rio de Janeiro, RJ, 21941-902, Brazil
| | - Nathalia Cristina Freitas Costa
- Nutritional Epidemiology Observatory, Josué de Castro Nutrition Institute, Federal University of Rio de Janeiro, Avenida Carlos Chagas Filho 373/CCS, bloco J, 2 andar, sala 29, Cidade Universitária, Ilha do Fundão, Rio de Janeiro, RJ, 21941-902, Brazil
| | - Kathleen M Rasmussen
- Division of Nutritional Sciences, Cornell University, 227 Savage Hall, Ithaca, NY, 14850, USA
| | - Michael E Reichenheim
- Department of Epidemiology, Institute of Social Medicine, Rio de Janeiro State University, Rua São Francisco Xavier, 524, 7 andar, Bloco D, Sala 7018, Maracanã, Rio de Janeiro, RJ, 20550-013, Brazil
| | - Eric O Ohuma
- Maternal, Adolescent, Reproductive and Child Health (MARCH) Centre, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK.,Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Peter Medawar Building for Pathogen Research (PMB), South Parks Road, Oxford, OX1 3SY, UK
| | - Jennifer A Hutcheon
- Department of Obstetrics and Gynaecology, Faculty of Medicine, University of British Columbia, Suite 930, 1125 Howe Street, Vancouver, BC, V6Z 2K8, Canada
| | - Gilberto Kac
- Nutritional Epidemiology Observatory, Josué de Castro Nutrition Institute, Federal University of Rio de Janeiro, Avenida Carlos Chagas Filho 373/CCS, bloco J, 2 andar, sala 29, Cidade Universitária, Ilha do Fundão, Rio de Janeiro, RJ, 21941-902, Brazil.
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Cates JE, Westreich D, Unger HW, Bauserman M, Adair L, Cole SR, Meshnick S, Rogerson SJ. Intermittent Preventive Therapy in Pregnancy and Incidence of Low Birth Weight in Malaria-Endemic Countries. Am J Public Health 2018; 108:399-406. [PMID: 29346002 DOI: 10.2105/ajph.2017.304251] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES To estimate the impact of hypothetical antimalarial and nutritional interventions (which reduce the prevalence of low midupper arm circumference [MUAC]) on the incidence of low birth weight (LBW). METHODS We analyzed data from 14 633 pregnancies from 13 studies conducted across Africa and the Western Pacific from 1996 to 2015. We calculated population intervention effects for increasing intermittent preventive therapy in pregnancy (IPTp), full coverage with bed nets, reduction in malaria infection at delivery, and reductions in the prevalence of low MUAC. RESULTS We estimated that, compared with observed IPTp use, administering 3 or more doses of IPTp to all women would decrease the incidence of LBW from 9.9% to 6.9% (risk difference = 3.0%; 95% confidence interval = 1.7%, 4.0%). The intervention effects for eliminating malaria at delivery, increasing bed net ownership, and decreasing low MUAC prevalence were all modest. CONCLUSIONS Increasing IPTp uptake to at least 3 doses could decrease the incidence of LBW in malaria-endemic countries. The impact of IPTp on LBW was greater than the effect of prevention of malaria, consistent with a nonmalarial effect of IPTp, measurement error, or selection bias.
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Affiliation(s)
- Jordan E Cates
- Jordan E. Cates, Daniel Westreich, Stephen R. Cole, and Steven Meshnick are with the Department of Epidemiology, University of North Carolina-Chapel Hill (UNC). Holger W. Unger is with the Department of Medicine at the Doherty Institute, The University of Melbourne, Parkville, Victoria, Australia. Melissa Bauserman is with the Department of Pediatrics, Division of Neonatal-Perinatal Medicine, School of Medicine, UNC. Linda Adair is with the Department of Nutrition, UNC. Stephen J. Rogerson is with the Department of Medicine at the Doherty Institute, The University of Melbourne
| | - Daniel Westreich
- Jordan E. Cates, Daniel Westreich, Stephen R. Cole, and Steven Meshnick are with the Department of Epidemiology, University of North Carolina-Chapel Hill (UNC). Holger W. Unger is with the Department of Medicine at the Doherty Institute, The University of Melbourne, Parkville, Victoria, Australia. Melissa Bauserman is with the Department of Pediatrics, Division of Neonatal-Perinatal Medicine, School of Medicine, UNC. Linda Adair is with the Department of Nutrition, UNC. Stephen J. Rogerson is with the Department of Medicine at the Doherty Institute, The University of Melbourne
| | - Holger W Unger
- Jordan E. Cates, Daniel Westreich, Stephen R. Cole, and Steven Meshnick are with the Department of Epidemiology, University of North Carolina-Chapel Hill (UNC). Holger W. Unger is with the Department of Medicine at the Doherty Institute, The University of Melbourne, Parkville, Victoria, Australia. Melissa Bauserman is with the Department of Pediatrics, Division of Neonatal-Perinatal Medicine, School of Medicine, UNC. Linda Adair is with the Department of Nutrition, UNC. Stephen J. Rogerson is with the Department of Medicine at the Doherty Institute, The University of Melbourne
| | - Melissa Bauserman
- Jordan E. Cates, Daniel Westreich, Stephen R. Cole, and Steven Meshnick are with the Department of Epidemiology, University of North Carolina-Chapel Hill (UNC). Holger W. Unger is with the Department of Medicine at the Doherty Institute, The University of Melbourne, Parkville, Victoria, Australia. Melissa Bauserman is with the Department of Pediatrics, Division of Neonatal-Perinatal Medicine, School of Medicine, UNC. Linda Adair is with the Department of Nutrition, UNC. Stephen J. Rogerson is with the Department of Medicine at the Doherty Institute, The University of Melbourne
| | - Linda Adair
- Jordan E. Cates, Daniel Westreich, Stephen R. Cole, and Steven Meshnick are with the Department of Epidemiology, University of North Carolina-Chapel Hill (UNC). Holger W. Unger is with the Department of Medicine at the Doherty Institute, The University of Melbourne, Parkville, Victoria, Australia. Melissa Bauserman is with the Department of Pediatrics, Division of Neonatal-Perinatal Medicine, School of Medicine, UNC. Linda Adair is with the Department of Nutrition, UNC. Stephen J. Rogerson is with the Department of Medicine at the Doherty Institute, The University of Melbourne
| | - Stephen R Cole
- Jordan E. Cates, Daniel Westreich, Stephen R. Cole, and Steven Meshnick are with the Department of Epidemiology, University of North Carolina-Chapel Hill (UNC). Holger W. Unger is with the Department of Medicine at the Doherty Institute, The University of Melbourne, Parkville, Victoria, Australia. Melissa Bauserman is with the Department of Pediatrics, Division of Neonatal-Perinatal Medicine, School of Medicine, UNC. Linda Adair is with the Department of Nutrition, UNC. Stephen J. Rogerson is with the Department of Medicine at the Doherty Institute, The University of Melbourne
| | - Steven Meshnick
- Jordan E. Cates, Daniel Westreich, Stephen R. Cole, and Steven Meshnick are with the Department of Epidemiology, University of North Carolina-Chapel Hill (UNC). Holger W. Unger is with the Department of Medicine at the Doherty Institute, The University of Melbourne, Parkville, Victoria, Australia. Melissa Bauserman is with the Department of Pediatrics, Division of Neonatal-Perinatal Medicine, School of Medicine, UNC. Linda Adair is with the Department of Nutrition, UNC. Stephen J. Rogerson is with the Department of Medicine at the Doherty Institute, The University of Melbourne
| | - Stephen J Rogerson
- Jordan E. Cates, Daniel Westreich, Stephen R. Cole, and Steven Meshnick are with the Department of Epidemiology, University of North Carolina-Chapel Hill (UNC). Holger W. Unger is with the Department of Medicine at the Doherty Institute, The University of Melbourne, Parkville, Victoria, Australia. Melissa Bauserman is with the Department of Pediatrics, Division of Neonatal-Perinatal Medicine, School of Medicine, UNC. Linda Adair is with the Department of Nutrition, UNC. Stephen J. Rogerson is with the Department of Medicine at the Doherty Institute, The University of Melbourne
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- Jordan E. Cates, Daniel Westreich, Stephen R. Cole, and Steven Meshnick are with the Department of Epidemiology, University of North Carolina-Chapel Hill (UNC). Holger W. Unger is with the Department of Medicine at the Doherty Institute, The University of Melbourne, Parkville, Victoria, Australia. Melissa Bauserman is with the Department of Pediatrics, Division of Neonatal-Perinatal Medicine, School of Medicine, UNC. Linda Adair is with the Department of Nutrition, UNC. Stephen J. Rogerson is with the Department of Medicine at the Doherty Institute, The University of Melbourne
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Cates JE, Unger HW, Briand V, Fievet N, Valea I, Tinto H, D’Alessandro U, Landis SH, Adu-Afarwuah S, Dewey KG, ter Kuile FO, Desai M, Dellicour S, Ouma P, Gutman J, Oneko M, Slutsker L, Terlouw DJ, Kariuki S, Ayisi J, Madanitsa M, Mwapasa V, Ashorn P, Maleta K, Mueller I, Stanisic D, Schmiegelow C, Lusingu JPA, van Eijk AM, Bauserman M, Adair L, Cole SR, Westreich D, Meshnick S, Rogerson S. Malaria, malnutrition, and birthweight: A meta-analysis using individual participant data. PLoS Med 2017; 14:e1002373. [PMID: 28792500 PMCID: PMC5549702 DOI: 10.1371/journal.pmed.1002373] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Accepted: 07/11/2017] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Four studies previously indicated that the effect of malaria infection during pregnancy on the risk of low birthweight (LBW; <2,500 g) may depend upon maternal nutritional status. We investigated this dependence further using a large, diverse study population. METHODS AND FINDINGS We evaluated the interaction between maternal malaria infection and maternal anthropometric status on the risk of LBW using pooled data from 14,633 pregnancies from 13 studies (6 cohort studies and 7 randomized controlled trials) conducted in Africa and the Western Pacific from 1996-2015. Studies were identified by the Maternal Malaria and Malnutrition (M3) initiative using a convenience sampling approach and were eligible for pooling given adequate ethical approval and availability of essential variables. Study-specific adjusted effect estimates were calculated using inverse probability of treatment-weighted linear and log-binomial regression models and pooled using a random-effects model. The adjusted risk of delivering a baby with LBW was 8.8% among women with malaria infection at antenatal enrollment compared to 7.7% among uninfected women (adjusted risk ratio [aRR] 1.14 [95% confidence interval (CI): 0.91, 1.42]; N = 13,613), 10.5% among women with malaria infection at delivery compared to 7.9% among uninfected women (aRR 1.32 [95% CI: 1.08, 1.62]; N = 11,826), and 15.3% among women with low mid-upper arm circumference (MUAC <23 cm) at enrollment compared to 9.5% among women with MUAC ≥ 23 cm (aRR 1.60 [95% CI: 1.36, 1.87]; N = 9,008). The risk of delivering a baby with LBW was 17.8% among women with both malaria infection and low MUAC at enrollment compared to 8.4% among uninfected women with MUAC ≥ 23 cm (joint aRR 2.13 [95% CI: 1.21, 3.73]; N = 8,152). There was no evidence of synergism (i.e., excess risk due to interaction) between malaria infection and MUAC on the multiplicative (p = 0.5) or additive scale (p = 0.9). Results were similar using body mass index (BMI) as an anthropometric indicator of nutritional status. Meta-regression results indicated that there may be multiplicative interaction between malaria infection at enrollment and low MUAC within studies conducted in Africa; however, this finding was not consistent on the additive scale, when accounting for multiple comparisons, or when using other definitions of malaria and malnutrition. The major limitations of the study included availability of only 2 cross-sectional measurements of malaria and the limited availability of ultrasound-based pregnancy dating to assess impacts on preterm birth and fetal growth in all studies. CONCLUSIONS Pregnant women with malnutrition and malaria infection are at increased risk of LBW compared to women with only 1 risk factor or none, but malaria and malnutrition do not act synergistically.
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Affiliation(s)
- Jordan E. Cates
- Department of Epidemiology, UNC-Chapel Hill, Chapel Hill, North Carolina, United States of America
- * E-mail:
| | - Holger W. Unger
- Department of Obstetrics and Gynaecology, Edinburgh Royal Infirmary, Edinburgh, United Kingdom
- Department of Medicine at the Doherty Institute, The University of Melbourne, Parkville, Victoria, Australia
| | - Valerie Briand
- UMR216-MERIT, French National Research Institute for Sustainable Development (IRD), Paris Descartes University, Paris, France
| | - Nadine Fievet
- UMR216-MERIT, French National Research Institute for Sustainable Development (IRD), Paris Descartes University, Paris, France
| | - Innocent Valea
- Unite de Recherche Clinique de Nanoro, Institut de Recherche en Sciences de la Santé-DRO, Bobo-Dioulasso, Burkina Faso
- Departement de Recherche Clinique, Centre Muraz, Bobo-Dioulasso, Burkina Faso
| | - Halidou Tinto
- Unite de Recherche Clinique de Nanoro, Institut de Recherche en Sciences de la Santé-DRO, Bobo-Dioulasso, Burkina Faso
- Departement de Recherche Clinique, Centre Muraz, Bobo-Dioulasso, Burkina Faso
| | - Umberto D’Alessandro
- Medical Research Council Unit, The Gambia; London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Sarah H. Landis
- Worldwide Epidemiology, GlaxoSmithKline, Uxbridge, United Kingdom
| | - Seth Adu-Afarwuah
- Department of Nutrition and Food Science, University of Ghana, Legon, Accra, Ghana
| | - Kathryn G. Dewey
- Department of Nutrition, University of California, Davis, California, United States of America
| | - Feiko O. ter Kuile
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Meghna Desai
- Malaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Stephanie Dellicour
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Peter Ouma
- Kenya Medical Research Institute (KEMRI)/ Centre for Global Health Research, Kisumu, Kenya
| | - Julie Gutman
- Malaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Martina Oneko
- Kenya Medical Research Institute (KEMRI)/ Centre for Global Health Research, Kisumu, Kenya
| | - Laurence Slutsker
- Malaria and Neglected Tropical Diseases, Center for Malaria Control and Elimination, PATH, Seattle, Washington, United States of America
| | - Dianne J. Terlouw
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi
| | - Simon Kariuki
- Kenya Medical Research Institute (KEMRI)/ Centre for Global Health Research, Kisumu, Kenya
| | - John Ayisi
- Kenya Medical Research Institute (KEMRI)/ Centre for Global Health Research, Kisumu, Kenya
| | - Mwayiwawo Madanitsa
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
- School of Public Health and Family Medicine, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Victor Mwapasa
- School of Public Health and Family Medicine, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Per Ashorn
- Center for Child Health Research University of Tampere School of Medicine and Tampere University Hospital, Tampere, Finland
| | - Kenneth Maleta
- School of Public Health and Family Medicine, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Ivo Mueller
- Walter and Eliza Hall Institute, Parkville, Victoria, Australia
| | - Danielle Stanisic
- Institute for Glycomics, Griffith University, Gold Coast, Queensland, Australia
| | - Christentze Schmiegelow
- Centre for Medical Parasitology, Depart. Of Immunology and Microbiology, Faculty of Health Science, University of Copenhagen, Copenhagen, Denmark
| | - John P. A. Lusingu
- Centre for Medical Parasitology, Depart. Of Immunology and Microbiology, Faculty of Health Science, University of Copenhagen, Copenhagen, Denmark
- National Institute for Medical Research, Tanga Centre, Tanga, Tanzania
| | - Anna Maria van Eijk
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Melissa Bauserman
- Department of Pediatrics, Division of Neonatal-Perinatal Medicine, School of Medicine, UNC-Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Nutrition, UNC-Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Linda Adair
- Department of Nutrition, UNC-Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Stephen R. Cole
- Department of Epidemiology, UNC-Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Daniel Westreich
- Department of Epidemiology, UNC-Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Steven Meshnick
- Department of Epidemiology, UNC-Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Stephen Rogerson
- Department of Medicine at the Doherty Institute, The University of Melbourne, Parkville, Victoria, Australia
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