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Published in: BMC Public Health 1/2024

Open Access 01-12-2024 | Research

Prenatal anaemia and risk of postpartum haemorrhage: a cohort analysis of data from the Predict-PPH study

Authors: Kehinde S. Okunade, Adebola A. Adejimi, Ayokunle M. Olumodeji, Atinuke Olowe, Olufemi A. Oyedeji, Iyabo Y. Ademuyiwa, Hameed Adelabu, Eselobu Toks-Omage, Austin C. Okoro, Nosimot Davies, Muisi A. Adenekan, Temitope Ojo, Kabiru A. Rabiu, Yusuf A. Oshodi, Aloy O. Ugwu, Festus O. Olowoselu, Olukayode O. Akinmola, Joseph A. Olamijulo, Ayodeji A. Oluwole

Published in: BMC Public Health | Issue 1/2024

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Abstract

Background

Most previous clinical studies investigating the connection between prenatal anaemia and postpartum haemorrhage (PPH) have reported conflicting results.

Objectives

We examined the association between maternal prenatal anaemia and the risk of PPH in a large cohort of healthy pregnant women in five health institutions in Lagos, Southwest Nigeria.

Methods

This was a prospective cohort analysis of data from the Predict-PPH study that was conducted between January and June 2023. The study enrolled n = 1222 healthy pregnant women giving birth in five hospitals in Lagos, Nigeria. The study outcome, WHO-defined PPH, is postpartum blood loss of at least 500 milliliters. We used a multivariable logistic regression model with a backward stepwise conditional approach to examine the association between prenatal anaemia of increasing severity and PPH while adjusting for confounding factors.

Results

Of the 1222 women recruited to the Predict-PPH study between January and June 2023, 1189 (97·3%) had complete outcome data. Up to 570 (46.6%) of the enrolled women had prenatal anaemia while 442 (37.2%) of those with complete follow-up data had WHO-defined PPH. After controlling for potential confounding factors, maternal prenatal anaemia was independently associated with PPH (adjusted odds ratio = 1.37, 95% confidence interval: 1.05–1.79). However, on the elimination of interaction effects of coexisting uterine fibroids and mode of delivery on this association, a sensitivity analysis yielded a lack of significant association between prenatal anaemia and PPH (adjusted odds ratio = 1.27, 95% confidence interval: 0.99–1.64). We also recorded no statistically significant difference in the median postpartum blood loss in women across the different categories of anaemia (P = 0.131).

Conclusion

Our study revealed that prenatal anaemia was not significantly associated with PPH. These findings challenge the previously held belief of a suspected link between maternal anaemia and PPH. This unique evidence contrary to most previous studies suggests that other factors beyond prenatal anaemia may contribute more significantly to the occurrence of PPH. This highlights the importance of comprehensive assessment and consideration of various maternal health factors in predicting and preventing this life-threatening obstetric complication.
Literature
1.
go back to reference World Health Organization. WHO Recommendations for the Prevention of Postpartum Haemorrhage Department of Making Pregnancy Safer. 2018. World Health Organization. WHO Recommendations for the Prevention of Postpartum Haemorrhage Department of Making Pregnancy Safer. 2018.
2.
go back to reference Wormer KC, Jamil RT, Bryant SB. Acute Postpartum Hemorrhage. 2023. Wormer KC, Jamil RT, Bryant SB. Acute Postpartum Hemorrhage. 2023.
3.
go back to reference Vogel JP, Oladapo OT, Dowswell T, Gülmezoglu AM. Updated WHO recommendation on intravenous tranexamic acid for the treatment of post-partum haemorrhage. Lancet Glob Health. 2018;6(1):e18–9.CrossRefPubMed Vogel JP, Oladapo OT, Dowswell T, Gülmezoglu AM. Updated WHO recommendation on intravenous tranexamic acid for the treatment of post-partum haemorrhage. Lancet Glob Health. 2018;6(1):e18–9.CrossRefPubMed
4.
go back to reference Wakili AA, Aswat A, Timms R, Beeson L, Mammoliti KM, Devall A, et al. Differences in obstetric practices and outcomes of postpartum hemorrhage across Nigerian health facilities. Int J Gynaecol Obstet. 2022;158(1):23–30.CrossRefPubMedPubMedCentral Wakili AA, Aswat A, Timms R, Beeson L, Mammoliti KM, Devall A, et al. Differences in obstetric practices and outcomes of postpartum hemorrhage across Nigerian health facilities. Int J Gynaecol Obstet. 2022;158(1):23–30.CrossRefPubMedPubMedCentral
6.
go back to reference Milman N. Anemia–still a major health problem in many parts of the world! Ann Hematol. 2011;90(4):369–77.CrossRefPubMed Milman N. Anemia–still a major health problem in many parts of the world! Ann Hematol. 2011;90(4):369–77.CrossRefPubMed
7.
go back to reference World Health Organization. Global nutrition targets 2025: anaemia policy brief (WHO/NMH/NHD/14.4). Geneva; 2014. World Health Organization. Global nutrition targets 2025: anaemia policy brief (WHO/NMH/NHD/14.4). Geneva; 2014.
8.
go back to reference Omotayo MO, Abioye AI, Kuyebi M, Eke AC. Prenatal anemia and postpartum hemorrhage risk: a systematic review and meta-analysis. J Obstet Gynaecol Res. 2021;47(8):2565–76.CrossRefPubMedPubMedCentral Omotayo MO, Abioye AI, Kuyebi M, Eke AC. Prenatal anemia and postpartum hemorrhage risk: a systematic review and meta-analysis. J Obstet Gynaecol Res. 2021;47(8):2565–76.CrossRefPubMedPubMedCentral
9.
go back to reference Surks HK. cGMP-dependent protein kinase I and smooth muscle relaxation: a tale of two isoforms. Circ Res. 2007;101(11):1078–80.CrossRefPubMed Surks HK. cGMP-dependent protein kinase I and smooth muscle relaxation: a tale of two isoforms. Circ Res. 2007;101(11):1078–80.CrossRefPubMed
10.
go back to reference Isbell TS, Gladwin MT, Patel RP. Hemoglobin oxygen fractional saturation regulates nitrite-dependent vasodilation of aortic ring bioassays. Am J Physiol Heart Circ Physiol. 2007;293(4):H2565–72.CrossRefPubMed Isbell TS, Gladwin MT, Patel RP. Hemoglobin oxygen fractional saturation regulates nitrite-dependent vasodilation of aortic ring bioassays. Am J Physiol Heart Circ Physiol. 2007;293(4):H2565–72.CrossRefPubMed
11.
go back to reference Weiskopf RB, Viele MK, Feiner J, Kelley S, Lieberman J, Noorani M, et al. Human cardiovascular and metabolic response to acute, severe isovolemic anemia. JAMA. 1998;279(3):217–21.CrossRefPubMed Weiskopf RB, Viele MK, Feiner J, Kelley S, Lieberman J, Noorani M, et al. Human cardiovascular and metabolic response to acute, severe isovolemic anemia. JAMA. 1998;279(3):217–21.CrossRefPubMed
12.
go back to reference Whittaker SR, Winton FR. The apparent viscosity of blood flowing in the isolated hindlimb of the dog, and its variation with corpuscular concentration. J Physiol. 1933;78(4):339–69.CrossRefPubMedPubMedCentral Whittaker SR, Winton FR. The apparent viscosity of blood flowing in the isolated hindlimb of the dog, and its variation with corpuscular concentration. J Physiol. 1933;78(4):339–69.CrossRefPubMedPubMedCentral
13.
go back to reference Shi H, Chen L, Wang Y, Sun M, Guo Y, Ma S, et al. Severity of Anemia during pregnancy and adverse maternal and fetal outcomes. JAMA Netw Open. 2022;5(2):e2147046.CrossRefPubMedPubMedCentral Shi H, Chen L, Wang Y, Sun M, Guo Y, Ma S, et al. Severity of Anemia during pregnancy and adverse maternal and fetal outcomes. JAMA Netw Open. 2022;5(2):e2147046.CrossRefPubMedPubMedCentral
14.
go back to reference WOMAN-2 trial collaborators. Electronic address: woman2@lshtm.ac.uk, WOMAN-2 trial collaborators. Maternal anaemia and the risk of postpartum haemorrhage: a cohort analysis of data from the WOMAN-2 trial. Lancet Glob Health. 2023;11(8):e1249–59.CrossRef WOMAN-2 trial collaborators. Electronic address: woman2@lshtm.ac.uk, WOMAN-2 trial collaborators. Maternal anaemia and the risk of postpartum haemorrhage: a cohort analysis of data from the WOMAN-2 trial. Lancet Glob Health. 2023;11(8):e1249–59.CrossRef
15.
go back to reference Selo-Ojeme DO, Okonofua FE. Risk factors for primary postpartum haemorrhage. A case control study. Arch Gynecol Obstet. 1997;259(4):179–87.CrossRefPubMed Selo-Ojeme DO, Okonofua FE. Risk factors for primary postpartum haemorrhage. A case control study. Arch Gynecol Obstet. 1997;259(4):179–87.CrossRefPubMed
16.
go back to reference WOMAN Trial Collaborators. Effect of early tranexamic acid administration on mortality, hysterectomy, and other morbidities in women with post-partum haemorrhage (WOMAN): an international, randomised, double-blind, placebo-controlled trial. Lancet. 2017;389(10084):2105–16.CrossRef WOMAN Trial Collaborators. Effect of early tranexamic acid administration on mortality, hysterectomy, and other morbidities in women with post-partum haemorrhage (WOMAN): an international, randomised, double-blind, placebo-controlled trial. Lancet. 2017;389(10084):2105–16.CrossRef
17.
go back to reference Okunade K et al. Development of Antepartum Risk Prediction Model for Postpartum Haemorrhage in Lagos, Nigeria: a prospective cohort study (predict-PPH study). Int J Gynecol Obstet. 2024. Okunade K et al. Development of Antepartum Risk Prediction Model for Postpartum Haemorrhage in Lagos, Nigeria: a prospective cohort study (predict-PPH study). Int J Gynecol Obstet. 2024.
18.
go back to reference van den Broek NR, Ntonya C, Mhango E, White SA. Diagnosing anaemia in pregnancy in rural clinics: assessing the potential of the Haemoglobin Colour Scale. Bull World Health Organ. 1999;77(1):15–21.PubMedPubMedCentral van den Broek NR, Ntonya C, Mhango E, White SA. Diagnosing anaemia in pregnancy in rural clinics: assessing the potential of the Haemoglobin Colour Scale. Bull World Health Organ. 1999;77(1):15–21.PubMedPubMedCentral
19.
go back to reference Bell S, Sweeting M, Ramond A, Chung R, Kaptoge S, Walker M, et al. Comparison of four methods to measure haemoglobin concentrations in whole blood donors (COMPARE): a diagnostic accuracy study. Transfus Med. 2021;31(2):94–103.CrossRefPubMed Bell S, Sweeting M, Ramond A, Chung R, Kaptoge S, Walker M, et al. Comparison of four methods to measure haemoglobin concentrations in whole blood donors (COMPARE): a diagnostic accuracy study. Transfus Med. 2021;31(2):94–103.CrossRefPubMed
20.
go back to reference Prasertcharoensuk W, Swadpanich U, Lumbiganon P. Accuracy of the blood loss estimation in the third stage of labor. Int J Gynecol Obstet. 2000;71(1):69–70.CrossRef Prasertcharoensuk W, Swadpanich U, Lumbiganon P. Accuracy of the blood loss estimation in the third stage of labor. Int J Gynecol Obstet. 2000;71(1):69–70.CrossRef
21.
go back to reference WHO. Haemoglobin concentrations for the diagnosis of anaemia and assessment of severity. 2011. WHO. Haemoglobin concentrations for the diagnosis of anaemia and assessment of severity. 2011.
22.
go back to reference Borovac-Pinheiro A, Pacagnella RC, Cecatti JG, Miller S, El Ayadi AM, Souza JP, et al. Postpartum hemorrhage: new insights for definition and diagnosis. Am J Obstet Gynecol. 2018;219(2):162–8.CrossRefPubMed Borovac-Pinheiro A, Pacagnella RC, Cecatti JG, Miller S, El Ayadi AM, Souza JP, et al. Postpartum hemorrhage: new insights for definition and diagnosis. Am J Obstet Gynecol. 2018;219(2):162–8.CrossRefPubMed
23.
go back to reference Calvert C, Thomas SL, Ronsmans C, Wagner KS, Adler AJ, Filippi V. Identifying regional variation in the prevalence of postpartum haemorrhage: a systematic review and meta-analysis. PLoS ONE. 2012;7(7):e41114.CrossRefPubMedPubMedCentral Calvert C, Thomas SL, Ronsmans C, Wagner KS, Adler AJ, Filippi V. Identifying regional variation in the prevalence of postpartum haemorrhage: a systematic review and meta-analysis. PLoS ONE. 2012;7(7):e41114.CrossRefPubMedPubMedCentral
24.
go back to reference Al-Zirqi I, Vangen S, Forsen L, Stray-Pedersen B. Prevalence and risk factors of severe obstetric haemorrhage. BJOG. 2008;115(10):1265–72.CrossRefPubMed Al-Zirqi I, Vangen S, Forsen L, Stray-Pedersen B. Prevalence and risk factors of severe obstetric haemorrhage. BJOG. 2008;115(10):1265–72.CrossRefPubMed
25.
go back to reference Sheldon WR, Blum J, Vogel JP, Souza JP, Gülmezoglu AM, Winikoff B, et al. Postpartum haemorrhage management, risks, and maternal outcomes: findings from the World Health Organization Multicountry Survey on maternal and Newborn Health. BJOG. 2014;121(Suppl 1):5–13.CrossRefPubMed Sheldon WR, Blum J, Vogel JP, Souza JP, Gülmezoglu AM, Winikoff B, et al. Postpartum haemorrhage management, risks, and maternal outcomes: findings from the World Health Organization Multicountry Survey on maternal and Newborn Health. BJOG. 2014;121(Suppl 1):5–13.CrossRefPubMed
26.
go back to reference Oyelese Y, Ananth CV. Postpartum hemorrhage: epidemiology, risk factors, and causes. Clin Obstet Gynecol. 2010;53(1):147–56.CrossRefPubMed Oyelese Y, Ananth CV. Postpartum hemorrhage: epidemiology, risk factors, and causes. Clin Obstet Gynecol. 2010;53(1):147–56.CrossRefPubMed
27.
go back to reference Ekin A, Gezer C, Solmaz U, Taner CE, Dogan A, Ozeren M. Predictors of severity in primary postpartum hemorrhage. Arch Gynecol Obstet. 2015;292(6):1247–54.CrossRefPubMed Ekin A, Gezer C, Solmaz U, Taner CE, Dogan A, Ozeren M. Predictors of severity in primary postpartum hemorrhage. Arch Gynecol Obstet. 2015;292(6):1247–54.CrossRefPubMed
28.
go back to reference Kramer MS, Berg C, Abenhaim H, Dahhou M, Rouleau J, Mehrabadi A, et al. Incidence, risk factors, and temporal trends in severe postpartum hemorrhage. Am J Obstet Gynecol. 2013;209(5):e4491–7.CrossRef Kramer MS, Berg C, Abenhaim H, Dahhou M, Rouleau J, Mehrabadi A, et al. Incidence, risk factors, and temporal trends in severe postpartum hemorrhage. Am J Obstet Gynecol. 2013;209(5):e4491–7.CrossRef
29.
go back to reference Nyfløt LT, Sandven I, Stray-Pedersen B, Pettersen S, Al-Zirqi I, Rosenberg M, et al. Risk factors for severe postpartum hemorrhage: a case-control study. BMC Pregnancy Childbirth. 2017;17(1):17.CrossRefPubMedPubMedCentral Nyfløt LT, Sandven I, Stray-Pedersen B, Pettersen S, Al-Zirqi I, Rosenberg M, et al. Risk factors for severe postpartum hemorrhage: a case-control study. BMC Pregnancy Childbirth. 2017;17(1):17.CrossRefPubMedPubMedCentral
30.
go back to reference Kavle JA, Stoltzfus RJ, Witter F, Tielsch JM, Khalfan SS, Caulfield LE. Association between anaemia during pregnancy and blood loss at and after delivery among women with vaginal births in Pemba Island, Zanzibar, Tanzania. J Health Popul Nutr. 2008;26(2):232–40.PubMedPubMedCentral Kavle JA, Stoltzfus RJ, Witter F, Tielsch JM, Khalfan SS, Caulfield LE. Association between anaemia during pregnancy and blood loss at and after delivery among women with vaginal births in Pemba Island, Zanzibar, Tanzania. J Health Popul Nutr. 2008;26(2):232–40.PubMedPubMedCentral
31.
go back to reference Blomberg M. Maternal obesity and risk of postpartum hemorrhage. Obstet Gynecol. 2011;118(3):561–8.CrossRefPubMed Blomberg M. Maternal obesity and risk of postpartum hemorrhage. Obstet Gynecol. 2011;118(3):561–8.CrossRefPubMed
33.
go back to reference Committee on Practice Bulletins-Obstetrics. Practice Bulletin 183: Postpartum Hemorrhage. Obstet Gynecol. 2017;130(4):e168–86.CrossRef Committee on Practice Bulletins-Obstetrics. Practice Bulletin 183: Postpartum Hemorrhage. Obstet Gynecol. 2017;130(4):e168–86.CrossRef
34.
go back to reference Escobar MF, Nassar AH, Theron G, Barnea ER, Nicholson W, Ramasauskaite D, et al. FIGO recommendations on the management of postpartum hemorrhage 2022. Int J Gynecol Obstet. 2022;157(S1):3–50.CrossRef Escobar MF, Nassar AH, Theron G, Barnea ER, Nicholson W, Ramasauskaite D, et al. FIGO recommendations on the management of postpartum hemorrhage 2022. Int J Gynecol Obstet. 2022;157(S1):3–50.CrossRef
35.
go back to reference Okunade KS, Oyedeji OA, Olowoselu OF, Adejimi A, Ademuyiwa I, Olumodeji AM, et al. Incidence and Antepartum Risk factors of severe Postpartum Haemorrhage in anaemic pregnant women in Lagos. Nigeria: A Secondary Cohort Analysis. Cureus.; 2024. Okunade KS, Oyedeji OA, Olowoselu OF, Adejimi A, Ademuyiwa I, Olumodeji AM, et al. Incidence and Antepartum Risk factors of severe Postpartum Haemorrhage in anaemic pregnant women in Lagos. Nigeria: A Secondary Cohort Analysis. Cureus.; 2024.
36.
go back to reference Tukur J, Lavin T, Adanikin A, Abdussalam M, Bankole K, Ekott MI, et al. Quality and outcomes of maternal and perinatal care for 76,563 pregnancies reported in a nationwide network of Nigerian referral-level hospitals. EClinicalMedicine. 2022;47:101411.CrossRefPubMedPubMedCentral Tukur J, Lavin T, Adanikin A, Abdussalam M, Bankole K, Ekott MI, et al. Quality and outcomes of maternal and perinatal care for 76,563 pregnancies reported in a nationwide network of Nigerian referral-level hospitals. EClinicalMedicine. 2022;47:101411.CrossRefPubMedPubMedCentral
37.
go back to reference Tort J, Rozenberg P, Traoré M, Fournier P, Dumont A. Factors associated with postpartum hemorrhage maternal death in referral hospitals in Senegal and Mali: a cross-sectional epidemiological survey. BMC Pregnancy Childbirth. 2015;15:235.CrossRefPubMedPubMedCentral Tort J, Rozenberg P, Traoré M, Fournier P, Dumont A. Factors associated with postpartum hemorrhage maternal death in referral hospitals in Senegal and Mali: a cross-sectional epidemiological survey. BMC Pregnancy Childbirth. 2015;15:235.CrossRefPubMedPubMedCentral
38.
go back to reference Nair M, Choudhury MK, Choudhury SS, Kakoty SD, Sarma UC, Webster P, et al. Association between maternal anaemia and pregnancy outcomes: a cohort study in Assam, India. BMJ Glob Health. 2016;1(1):e000026.CrossRefPubMedPubMedCentral Nair M, Choudhury MK, Choudhury SS, Kakoty SD, Sarma UC, Webster P, et al. Association between maternal anaemia and pregnancy outcomes: a cohort study in Assam, India. BMJ Glob Health. 2016;1(1):e000026.CrossRefPubMedPubMedCentral
39.
go back to reference Guignard J, Deneux-Tharaux C, Seco A, Beucher G, Kayem G, Bonnet M, ‐P. Gestational anaemia and severe acute maternal morbidity: a population‐based study*. Anaesthesia. 2021;76(1):61–71.CrossRefPubMed Guignard J, Deneux-Tharaux C, Seco A, Beucher G, Kayem G, Bonnet M, ‐P. Gestational anaemia and severe acute maternal morbidity: a population‐based study*. Anaesthesia. 2021;76(1):61–71.CrossRefPubMed
40.
go back to reference Okunade KS, John-Olabode S, Akinsola OJ, Akinajo O, Akanmu SA, Kanki PJ. Effects of selenium supplementation on pregnancy outcome and disease progression in HIV-infected pregnant women in Lagos, Nigeria: study protocol for a randomised, double-blind, placebo-controlled trial. Medicine. 2019;98(3):e12735.CrossRefPubMedPubMedCentral Okunade KS, John-Olabode S, Akinsola OJ, Akinajo O, Akanmu SA, Kanki PJ. Effects of selenium supplementation on pregnancy outcome and disease progression in HIV-infected pregnant women in Lagos, Nigeria: study protocol for a randomised, double-blind, placebo-controlled trial. Medicine. 2019;98(3):e12735.CrossRefPubMedPubMedCentral
Metadata
Title
Prenatal anaemia and risk of postpartum haemorrhage: a cohort analysis of data from the Predict-PPH study
Authors
Kehinde S. Okunade
Adebola A. Adejimi
Ayokunle M. Olumodeji
Atinuke Olowe
Olufemi A. Oyedeji
Iyabo Y. Ademuyiwa
Hameed Adelabu
Eselobu Toks-Omage
Austin C. Okoro
Nosimot Davies
Muisi A. Adenekan
Temitope Ojo
Kabiru A. Rabiu
Yusuf A. Oshodi
Aloy O. Ugwu
Festus O. Olowoselu
Olukayode O. Akinmola
Joseph A. Olamijulo
Ayodeji A. Oluwole
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2024
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-024-18446-5

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