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The effect of dual infection with HIV and malaria on pregnancy outcome in western Kenya

Ayisi, John G; van Eijk, Anna M; ter Kuile, Feiko O; Kolczak, Margarette S; Otieno, Juliana A; Misore, Ambrose O; Kager, Piet A; Steketee, Richard W; Nahlen, Bernard L


Objective: To determine the effect of dual infection with HIV and malaria on birth outcomes and maternal anaemia among women delivering at a large public hospital in Kisumu, western Kenya.

Subjects and methods: Data on obstetric and neonatal characteristics, maternal and placental parasitaemia, and postpartum haemoglobin levels were collected from women enrolled in a cohort study of the interaction between malaria and HIV during pregnancy.

Results: Between 1996 and 1999, data were available from 2466 singleton deliveries. The maternal HIV seroprevalence was 24.3%, and at delivery 22.0% of the women had evidence of malaria. Low birthweight, preterm delivery (PTD), intrauterine growth retardation (IUGR) and maternal anaemia (haemoglobin < 8 g/dl) occurred in 4.6, 6.7, 9.8 and 13.8% of deliveries, respectively. Maternal HIV, in the absence of malaria, was associated with a 99 g (95% CI 52–145) reduction in mean birthweight among all gravidae. Malaria was associated with both IUGR and PTD, resulting in a reduction in mean birthweight of 145 g (95% CI 82–209) among HIV-seronegative and 206 g (95% CI 115–298) among HIV-seropositive primigravidae, but not among multigravidae. Both HIV and malaria were significant risk factors for postpartum maternal anaemia, and HIV-seropositive women with malaria were twice as likely to have anaemia than HIV-seronegative women with or without malaria.

Conclusion: Women with dual infection are at particular risk of adverse birth outcomes. In areas with a moderate or high prevalence of HIV and malaria, all pregnant women should be the focus of malaria and anaemia control efforts to improve birth outcomes.

From the aCentre for Vector Biology and Control Research, Kenya Medical Research Institute, Kisumu, Kenya; bDepartment of Infectious Diseases, Tropical Medicine and AIDS, Academic Medical Centre, University of Amsterdam, Amsterdam, the Netherlands; cDivision of Parasitic Diseases, NCID, Centers for Disease Control and Prevention, Atlanta, GA, USA; dMinistry of Health, Kisumu, Kenya; and eRoll Back Malaria, World Health Organization, Geneva, Switzerland.

Correspondence to: John G. Ayisi, Centre for Vector Biology and Control Research, Kenya Medical Research Institute, PO Box 1578, Kisumu, Kenya. Tel: +254 35 22902; fax: +254 35 22981; e-mail:

Received: 22 June 2001; revised: 20 September 2002; accepted: 8 October 2002.

Disclaimer: The use of trade names is for identification only and does not imply endorsement by the Kenya Medical Research Institute or the Ministry of Health, Kenya, or by the Public Health Service, US Department of Health and Human Services.

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Malaria during pregnancy is a major problem in sub-Saharan Africa, affecting an estimated 24 million pregnant women each year [1,2]. In malaria-endemic areas Plasmodium falciparum parasitaemia during pregnancy is associated with anaemia in pregnant women, and low birthweight (LBW) resulting from premature delivery and intrauterine growth retardation (IUGR) [3–5], and LBW is an important risk factors for early infant mortality and morbidity [6].

During the past two decades, HIV/AIDS has emerged as a major problem in many malaria-endemic areas of sub-Saharan Africa, where an estimated 28 million people are infected with HIV [7]. Africa south of the Sahara accounts for over two-thirds of the world's 40 million HIV-infected individuals, and 80% of the world's HIV-infected women [7], with HIV prevalence as high as 25–45% among pregnant women [7–14]. Given the wide geographical overlap between HIV and malaria, the epidemic of HIV/AIDS in areas where P. falciparum is endemic has generated serious concern about potential interactions between the two infections [9,11,13,15,16]. Studies among pregnant women in sub-Saharan Africa have shown that HIV-infected women, particularly multigravidae are more likely to be infected with P. falciparum, and to have higher parasite densities than HIV-uninfected women [9, 11,13]. HIV infection thus seems to alter the well-established parity-specific pattern of malaria susceptibility in areas of stable malaria transmission, where in the absence of HIV, primigravidae and, to a lesser extent, secundigravidae are more affected than are other parities [1,3].

Although it is now well established that HIV-infected pregnant women are more susceptible to malaria, little is known of the adverse consequences of dual infection with maternal HIV and malaria on pregnancy outcomes. We report here the effects of dual infections on infant outcomes, including their effect on the two major aetiological pathways of LBW: shortened gestation (preterm delivery; PTD) and IUGR (i.e. small for gestational age; SGA) [17]. Because maternal malaria and HIV infections are associated with an increase in the severity of anaemia, a known risk factor for maternal death and poor infant outcomes [18–21], we also report on the effect of dual infections on maternal anaemia at delivery.

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Subjects and methods

Study site

This study was conducted at the Nyanza Provincial General Hospital (NPGH) in Kisumu, a city with a population of approximately 300 000 people, located on the shores of Lake Victoria. Malaria transmission is perennial and P. falciparum accounts for 98% of the malaria cases, the remaining 2.0% being caused by Plasmodium malariae and Plasmodium ovale. Chloroquine resistance is widespread, with 75–80% of P. falciparum strains showing a RII/RIII resistance pattern [22]. NPGH is a 400-bed government referral hospital providing healthcare mostly to the local low-income population. On average, approximately 100 pregnant women present each day to the antenatal care (ANC) clinic, 30 of whom do so for their first visit. As part of the ANC package for this hospital, women are tested for syphilis using the rapid plasma reagin card test, (Becton Dickinson, Cockeyville, USA), and those seroreactive for syphilis are treated with 2.4 mU intramascular benzathine penicillin [23]. The study was completed before the introduction of intermittent preventative treatment with sulfadoxine–pyrimethamine as the national policy for the control of malaria in pregnancy.

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Enrolment procedures

Enrolment procedures have been described elsewhere [24]. Briefly, healthy pregnant women with no known underlying disease visiting the prenatal clinic service of the NPGH with an uncomplicated singleton pregnancy of at least 32 weeks’ gestation and residing in Kisumu area were invited to participate. After informed consent was obtained, a questionnaire was completed to collect information on socioeconomic status, medical, and obstetric history, and body weight was measured. After the client received counselling about HIV, blood was obtained by finger prick for HIV testing, a malaria thick smear and haemoglobin levels. Post-test counselling, supportive counselling and haematinics were offered to all participating women, and women with symptomatic malaria were treated. All screened women were encouraged to deliver in NPGH. At delivery, blood was again obtained from the mother for a malaria smear and haemoglobin, and a placental blood smear was obtained. Within 24 h of birth, infants were weighed on an electronic balance (Ohaus, Florham Park, NJ, USA), and their gestational age was assessed by trained study assistants using the modified Dubowitz method [25].

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Ethical review

The study protocol was approved by the institutional review boards of the Kenya Medical Research Institute, the Centers for Disease Control and Prevention, Atlanta, Georgia (USA) and the Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands.

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Laboratory procedures

Peripheral and placental blood smears were stained with Giemsa and examined for malaria parasites. A thick smear was considered negative if 100 microscopic fields revealed no parasites. Haemoglobin was measured using Hemocue (Mission Viejo, CA, USA.). HIV testing involved two rapid tests: an initial Serostrip HIV-1/2 (Saliva Diagnostic Systems Pte. Ltd., Singapore) and a confirmatory Capillus HIV-1/HIV-2 (Cambridge Diagnostics Ltd., Wicklow, Ireland) on samples that tested positive. Western blot was performed on discordant samples.

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An uncomplicated pregnancy was defined as a pregnancy without the presence of hypertension, pre-eclampsia, polyhydramnios, an abnormal presentation of the foetus, a history of a previous caesarean section, haemorrhage, or repeated spontaneous abortions (more than two). Because we were interested in the overall effect of malaria in pregnancy, malaria infection at delivery was defined as any evidence of current malarial infection (post-delivery maternal peripheral parasitaemia or placental parasitaemia, either in the presence of asexual stages or malaria pigment), detected on a thick blood smear. Haemoglobin levels < 11 g/dl of blood and < 8 g/dl were considered anaemia and moderate to severe anaemia, respectively [26,27]. HIV seropositivity was defined as a positive result on both rapid tests; women not reactive with the initial Serostrip HIV-1/2 test were considered to be HIV seronegative. Women who were HIV seronegative and had no malaria at delivery were considered to be uninfected. Women who were HIV seronegative but had malaria at delivery were considered to be infected with malaria alone. Women who were HIV seropositive but had no malaria at delivery were considered to be infected with HIV alone. Women were considered to have dual infection if they were HIV seropositive and had malaria at delivery. Newborns were classified as LBW if they weighed less than 2500 g [28]. PTD was defined as any delivery that occurred before 37 completed weeks of gestation. SGA was defined as a sex-specific birthweight at or below the 10th percentile for the weight-for-gestational-age of an international reference population [29]. For the purpose of this analysis, normal weight-for-gestational-ages were children with birthweights greater than the 10th percentile of the weight-for-gestational-age reference population. An adverse birth outcome was defined as a stillbirth, LBW, PTD or SGA infant, or moderate to severe maternal anaemia at delivery. The rainy season included the months of April, May and June (long rains) and October and November (short rains).

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Data analysis and statistical methods

Differences in means were compared using the Student's t test, and differences in proportions were analysed using the chi-square test. Risk ratios (RR) were computed with 95% confidence intervals (CI) to measure the strength of the associations. The relationship between malaria at delivery, maternal HIV infection and demographic and obstetric factors on adverse birth outcomes were investigated by bivariate analysis, and stratified by gravidity (primigravidae versus multigravidae). Adjusted odds ratios (OR) were computed using logistic regression [30]; models adjusted for maternal weight (< 25th percentile versus ≥ 25th percentile, kg), maternal age (< 20 versus ≥ 20 years), years of education (< 8 versus ≥ 8 years), ethnicity (Luo versus non-Luo), season of delivery (rainy versus dry), hospitalization in current pregnancy, and sex of the child. The models for postpartum anaemia were also adjusted for the type of delivery (caesarean section or assisted delivery versus normal delivery) and the use of haematinics. The covariates were included in the models if they were significantly associated with any of the four outcome measures in the bivariate analyses, or if they were known to be associated with these outcomes based on previous studies. Cigarette smoking, a well-known risk factor for LBW, was not common in this population (reported by less than 1% of the women) and was not included in the analysis. A multiple linear model [31] was used to assess the effect of HIV, malaria, and dual infection on birthweight, gestational age and maternal haemoglobin. We assessed the interaction between malaria and HIV in separate models, and a statistically significant interaction was evident among anaemic multigravidae. We then repeated the analyses using the infection categories: no infection, HIV alone, malaria alone or dual infection. Analysis was performed using EPI INFO 6.01 (Centers for Disease Control and Prevention, Atlanta, GA, USA) and SAS (Version 6.12, SAS Institute, Cary, NC, USA).

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Study population

Between June 1996 and March 1999, 5168 women were screened, of whom 75 (1.5%) did not have complete laboratory results. Of the remaining 5093 women, and consistent with patterns of home versus health facility delivery, 2539 (49.9%) delivered at the study hospital. Women with twins (36), and women without malaria result (37) were excluded from the analysis.

Compared with women who were included in the analysis, those who were excluded (i.e. home delivery or incomplete laboratory data) were more likely to be older, to have less than 8 years of education, to be married, to be multigravidae, to be of Luo ethnicity, to reside in the peri-urban rather than the urban area of Kisumu, and to have had moderate-to-severe anaemia in the third trimester. The prevalence of HIV, syphilis and malaria in the third trimester was similar between the two groups (data not shown).

Of the 2466 women included in the analysis, 1169 (47.4%) were primigravidae. Compared with multigravidae, primigravidae women were more likely to be younger [mean age (SD) 18.8 (2.5) versus 24.3 (4.7) years; P < 0.001]. Among the 2466 women, 599 (24.3%) were HIV seropositive and 543 (22.0%) had evidence of malaria infection at delivery. Malaria infection at delivery occurred in 179 out of 599 HIV-seropositive women (29.9%) compared with 364 out of 1867 HIV-seronegative women (19.5%) (RR 1.5; 95% CI 1.3–1.8; P < 0.001), and was more common among primigravidae in whom 323 out of 1169 (27.6%) had malaria at delivery compared with 220 out of 1297 (17.0%) among multigravidae (RR 1.6; 95% CI 1.4–1.9; P < 0.001). Comparing women who had and who did not have malaria at delivery, women who had malaria at delivery were more likely to have had malaria in the third trimester: 45.1% (245/543) versus 11.8% (227/1923) (RR 3.8; 95% CI 3.3–4.5; P < 0.001).

Of the 34 stillbirths, 17 (1.1%) were recorded among 1503 women without HIV and malaria infection, four (1.0%) among 420 women infected with HIV alone, nine (2.5%) among 364 women with malaria alone, and four (2.2%) among 179 women with dual infection. Compared with women without malaria, stillbirths were more common in women with malaria infection at delivery, irrespective of HIV status [1.1% (21/1923) versus 2.4% (13/543); P = 0.02]; stillbirth rates were similar in women with and without HIV infection regardless of malaria infection status [1.3% (8/599) versus 1.4% (26/1867); P = 1.00]. The characteristics of the women studied stratified by outcome of delivery are shown in Table 1. Third trimester anaemia, HIV infection, malaria and dual infection had the strongest association with an adverse birth outcome. Because of the small numbers, all stillborn infants were removed from further analysis, leaving 2432 live singleton infants with maternal HIV and malarial infection status available for analysis.

Table 1

Table 1

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Adverse birth outcomes in relation to maternal HIV infection and malaria


Birthweight was recorded for 2431 infants (99.9%). The overall mean (SD) birthweight was 3235 g (450), and 113 out of 2431 babies (4.6%) had LBW. An increase in LBW prevalence was seen among firstborns of mothers with HIV alone, malaria alone, or dual infection compared with those with neither infection (P = 0.09, 0.006 and < 0.001, respectively; Table 2). However, no difference was seen in the prevalence of LBW and maternal infection status among multigravidae (P = 0.3, P = 0.4, and P = 1.0, respectively). Women who had parasitaemia in the third trimester and also had malaria at delivery were at a higher risk of delivering an LBW baby, compared with aparasitaemic women in the third trimester who had malaria at delivery [10.5% (25/239) versus 5.5% (16/291), RR 1.9; 95% CI 1.0–3.5; P = 0.04]. In a logistic regression model among the primigravidae, malaria alone and dual infection were associated with a twofold and a 3.5-fold increased risk of LBW (P = 0.006 and P < 0.001) respectively, with no significant effect seen in women with similar status among the multigravidae (P = 0.7 for both groups; Table 3).

Table 2

Table 2

Table 3

Table 3

In a linear analysis, maternal HIV infection was associated with a 99 g (95% CI 52–145) reduction in mean birthweight among all gravidae (P < 0.001). Among primigravidae, the mean (SD) birthweight of infants of uninfected women was 3186 g (416) (Fig. 1). After adjusting for other covariates in the linear model, this mean (95% CI) birthweight was 40 g (−32 to 112; P = 0.3) lower in primigravidae women with HIV alone, 145 g (82–209; P = 0.001) lower in primigravidae women with malaria alone, and 206 g (115–298; P = 0.001) lower in primigravidae with dual infection. The mean (SD) birthweight of infants of uninfected multigravidae women was 3373 g (447). Maternal HIV alone and dual infection lowered this mean birthweight by 138 g (78–199) and 161 g (63–259), respectively (P < 0.001 for each), but malaria infection alone had no effect (8 g, 95% CI −71–88; P = 0.80).

Fig. 1.

Fig. 1.

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Gestational age

Gestational age was determined for 2397 infants (98.6%). The mean (SD) gestational age was 38.6 weeks (1.3 weeks) and 160 infants (6.7%) were PTD. Higher rates of PTD were seen with maternal malaria infection (P = 0.027) or dual HIV/malaria infection (P < 0.0001), but only in primigravidae (Table 2).

In a logistic regression model, primigravidae women infected with malaria alone had an increased risk of PTD when compared with uninfected women (P = 0.04), whereas dual-infection in the same group increased the risk of PTD by threefold (P < 0.001); none of the infections had any effect on PTD among the multigravidae (HIV alone P = 0.5, malaria alone P = 0.3 and dual infection P = 0.2, Table 3).

The mean (SD) gestational age of infants of uninfected primigravidae women was 38.6 (1.3) weeks. In a linear model, malaria and dual infection had a minimal, but significant effect of reducing the mean gestational age among primigravidae, but not among multigravidae (data not shown).

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Small for gestational age

Overall, the prevalence of SGA was 9.8% (236/2397) and like PTD, the prevalence of SGA was higher among primigravidae with malaria alone (P = 0.008) or primigravidae and multigravidae with dual-infection (P = 0.02) and (P = 0.01), respectively (Table 2). Women who had parasitaemia in the third trimester and also at delivery were at higher risk of delivering an SGA infant compared with aparasitaemic women in the third trimester who had malaria at delivery [18.2% (43/236) versus 11.4% (33/290), RR 1.6; 95% CI 1.1–2.4; P = 0.03], but no effect was observed on prematurity [8.5% (20/236) versus 9.0% (26/290), RR 0.9; 95% CI 0.5–1.7; P = 0.8]. In a logistic regression model, primigravidae women infected with malaria alone (P = 0.008) or both gravidae with dual infection (P = 0.02 for primigravidae and P = 0.05 for multigravidae) were at increased risk of delivering an SGA infant when compared with uninfected women (Table 3).

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Maternal anaemia

A haemoglobin level was available for 2173 women (89.4%). The mean (SD) haemoglobin level was 10.5 g/dl (2.4) and 1243 out of 2173 women (57.2%) had anaemia (haemoglobin < 11 g/dl), and 300 women (13.8%) had moderate to severe anaemia (haemoglobin < 8 g/dl). A higher prevalence of moderate to severe anaemia was seen among primigravidae with HIV alone (P = 0.008) and in both gravidae with dual infection (P = 0.003 for primigravidae and P < 0.001 for multigravidae) (Table 2). An interaction term between HIV and malaria was significant among the multigravidae (Table 3). In a logistic regression model, primigravidae with HIV alone had a twofold increased risk of postpartum moderate to severe anaemia (P = 0.007; Table 3), and this risk was more than twofold among dually infected primigravidae and threefold among multigravidae (P = 0.001 and P < 0.001, respectively).

Mean haemoglobin levels, stratified by maternal infection status and gravidity are shown in Fig. 2. The mean (SD) haemoglobin level of uninfected primigravidae was 10.8 g/dl (2.4). After adjusting for other covariates in the multiple linear analysis, this mean (95% CI) haemoglobin level was 0.9 g/dl (0.4–1.3) lower in primigravidae women with HIV alone (P < 0.001), 0.8 g/dl (0.4–1.2) lower in primigravidae women with malaria alone (P < 0.001), and 1.5 g/dl (0.9–2.0) lower in women with dual infection (P < 0.001) (Fig. 2). Among uninfected multigravidae women, the mean (SD) haemoglobin was 10.7 g/dl (2.4). Multiple linear analysis among multigravidae women showed that infection with HIV alone lowered the mean (95% CI) haemoglobin levels by 0.4 g/dl (0.05–0.7; P = 0.03), but malaria alone had no effect (mean reduction 0.4, 95% CI 0.0–0.8; P = 0.1). Dual infection significantly lowered the mean (95% CI) haemoglobin level by 1.3 g/dl (0.7–1.8; P < 0.001) (Fig. 2).

Fig. 2.

Fig. 2.

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Adverse birth outcomes in relation to single versus dual infection

Compared with women infected with HIV alone, primigravidae with dual infection had an increased risk of delivering an LBW baby (P = 0.04) or a PTD (P = 0.02); multigravidae with dual infection had an increased risk of anaemia (P = 0.002) (Table 3). Similarly, dual infection increased the risk of maternal anaemia among the primigravidae (P = 0.03) and multigravidae (P = 0.01) over the risk caused by infection with malaria alone (Table 3).

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The overall prevalence of LBW was low in this study population, and multigravidae overall had a higher mean birthweight than primigravidae. Compared with uninfected women (with no malaria or HIV), maternal HIV infection was associated with a 99 g reduction in mean birthweight, which is consistent with findings from other studies in the region [32,33], although this reduction did not translate into a greater risk of LBW in either gravidae. Neither PTD nor SGA was associated with HIV infection alone, a finding consistent with a Ugandan study among asymptomatic HIV-seropositive women [32], but in contrast to findings from Kinshasa, Zaire [34]. The latter study included women with symptomatic HIV infection, and a significantly higher prevalence of PTD and LBW was reported among infants in that study [34].

Infection with HIV alone nearly doubled the risk of postpartum moderate to severe anaemia in primigravidae, and was associated with a reduction in mean haemoglobin levels in multigravidae, consistent with a previous report [21]. Postpartum haemorrhage has been found to be associated with HIV infection [35], and could have lowered the postpartum haemoglobin levels in our study. However, this pregnancy outcome was reported in less than 1% of our study population, and could not be further evaluated in the study. In addition, the time between delivery and taking blood for haemoglobin estimation could affect the maternal postpartum haemoglobin levels because of volume redistribution resulting from the effects of labour. However, the blood sample for haemoglobin estimation in this study was taken soon after delivery in a consistent manner for all the women in the four groups. The observed trend in Fig. 2 is therefore probably a true trend reflecting the direct effect of HIV [36] or its co-infection with malaria on postpartum anaemia.

As expected, maternal malaria infection identified at delivery was associated with a reduction in the mean birthweight, resulting from a combination of reduced gestational age and an increased risk of IUGR among the primigravidae [37]. Women who had parasitaemia during the third trimester and also had malaria at delivery had an increased risk of both LBW and SGA, when compared with women with malaria at delivery but no detectable parasitaemia in the third trimester. This finding reflects the effect of chronic malaria infection on fetal growth.

When compared with uninfected women, dual infection among primigravidae was associated with a threefold increased risk of LBW, almost a threefold increased risk of prematurity, and approximately a twofold increased risk of SGA. In addition, dual infection more than doubled the risk of moderate to severe anaemia (haemoglobin < 8 g/dl) in both primigravidae and multigravidae. A comparison of dually infected women with women infected with HIV alone showed that the risks of LBW and prematurity among primigravidae, and moderate to severe anaemia among multigravidae were exacerbated by co-existent malaria. Similarly, when compared with women infected with malaria alone, dual infection substantially increased the risk of moderate to severe anaemia over and above that among primigravidae and multigravidae women infected with malaria alone. We are currently also investigating whether children born to women dually infected with HIV and placental malaria are more likely to be infected with HIV, as a result of the increased transmission of HIV from mother to infant in the presence of placental infections with P. falciparum, as was postulated in a study from Malawi [38].

This study has several limitations and may not be fully generalizable to other populations. In our study population, only 4.6% of the infants were LBW, compared with 15.0% reported by a previous study from the same hospital [39]. This is likely to have resulted from the different entry criteria used in the current study: as opposed to the previous study, which included all women attending for delivery at our study hospital, women in the current study were eligible for screening only if they had no known underlying disease, had attained a gestational age of 32 weeks or more, and had had an uncomplicated pregnancy. Therefore, this study sample is not representative of the overall ANC population in this hospital, and represents a selection of otherwise ‘healthy’ women. Because of the study design, we only collected data on women who had met the inclusion criteria, and no pre-enrolment data were documented at the recruitment stage for women who were not eligible for enrolment. Because we only included women with a gestational age of 32 weeks or greater, the effects of HIV and malaria infection on the early events of pregnancy outcome, such as abortions and very premature delivery, could not be evaluated. In addition, the number of perinatal deaths in our study was small (2.0%; n = 2466), probably due to the same reasons noted above.

This study demonstrates that women with dual infection are at a particular risk of adverse birth outcomes. In areas with a moderate or high prevalence of HIV and malaria, all pregnant women should be the focus of malaria control efforts to improve birth outcomes. It is important to assess whether treatments for anaemia that have proved to be beneficial in HIV-seronegative pregnant women offer the same benefits in HIV-seropositive women.

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The authors would like to thank the project staff at the ANC, labour ward, counsellors, laboratory technicians and computer data entry staff for assisting in many ways to realize this work. They also thank Dr Kevin DeCock for his valuable comments on the manuscript; and Dr John Odondi, the Medical Superintendent, and health workers from the Nyanza Provincial General Hospital for their cooperation in the study. Special thanks go to all the pregnant women who participated in this study, and the Director of the Kenya Medical Research Institute for his permission to publish this work.

Sponsorship: Supported by the United States Agency for International Development (grant numbers AOT0483-PH1-2171 and HRN-A-00-04-00010-02) and the Netherlands Foundation for the Advancement of Tropical Research, the Hague, the Netherlands (J.G.A., A.M.vE. and F.O.tK.).

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HIV; intrauterine growth retardation; Kenya; low birthweight; malaria; preterm delivery

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