Effect of malaria on placental volume measured using three-dimensional ultrasound: a pilot study
© Rijken et al; licensee BioMed Central Ltd. 2011
Received: 27 September 2011
Accepted: 5 January 2012
Published: 5 January 2012
The presence of malaria parasites and histopathological changes in the placenta are associated with a reduction in birth weight, principally due to intrauterine growth restriction. The aim of this study was to examine the feasibility of studying early pregnancy placental volumes using three-dimensional (3D) ultrasound in a malaria endemic area, as a small volume in the second trimester may be an indicator of intra-uterine growth restriction and placental insufficiency.
Placenta volumes were acquired using a portable ultrasound machine and a 3D ultrasound transducer and estimated using the Virtual Organ Computer-aided AnaLysis (VOCAL) image analysis software package. Intra-observer reliability and limits of agreement of the placenta volume measurements were calculated. Polynomial regression models for the mean and standard deviation as a function of gestational age for the placental volumes of uninfected women were created and tested. Based on these equations each measurement was converted into a z -score. The z-scores of the placental volumes of malaria infected and uninfected women were then compared.
Eighty-four women (uninfected = 65; infected = 19) with a posterior placenta delivered congenitally normal, live born, single babies. The mean placental volumes in the uninfected women were modeled to fit 5th, 10th, 50th, 90th and 95th centiles for 14-24 weeks' gestation. Most placenta volumes in the infected women were below the 50th centile for gestational age; most of those with Plasmodium falciparum were below the 10th centile. The 95% intra-observer limits of agreement for first and second measurements were ± 37.0 mL and ± 25.4 mL at 30 degrees and 15 degrees rotation respectively.
The new technique of 3D ultrasound volumetry of the placenta may be useful to improve our understanding of the pathophysiological constraints on foetal growth caused by malaria infection in early pregnancy.
KeywordsMalaria Pregnancy Three-dimensional ultrasound Placenta volume IUGR
Falciparum and vivax malaria have a markedly negative impact on mothers and babies [1, 2]. For example, malaria infection in pregnancy is associated with a reduction in birth weight, principally due to intrauterine growth restriction (IUGR)[3, 4]. Although the mechanisms responsible for IUGR are not fully understood, histopathological changes, such as thickening of basal membranes of the placenta, intervillositis[6–9], hypoxia[10, 11] and syncytial destruction [12, 13] have all been implicated.
The introduction of three-dimensional (3D) ultrasound has made it possible to assess intrauterine growth more accurately by allowing foetal organ and placental volumes to be measured [14, 15]. For example, a small placental volume in the second trimester may be an indicator of IUGR and placental insufficiency [16, 17]. Virtual Organ Computer-aided AnaLysis (VOCAL™, General Electric (GE) Healthcare, Austria) is a software analysis package used for calculating volumetry of different organs, such as the placenta , foetal volume  and organs including the foetal brain , thigh , spleen  and lungs .
This relatively new technique has never been used to study placenta volumes in pregnancies complicated by malaria. The aim of this study was to examine the feasibility of studying early pregnancy placental volumes in a malaria endemic area.
The participants in the present study were attending the antenatal clinic (ANC) at Shoklo Malaria Research Unit (SMRU), which is located on the Thai-Burmese border. SMRU has focused on the epidemiology, prevention and treatment of malaria in pregnancy since 1986. The epidemiology of Plasmodium (P.) falciparum and P. vivax malaria in pregnancy is well described. There is a lack of effective prevention strategies and the malaria parasites are multi-drug resistant. Hence, SMRU runs an ANC programme with weekly screening to detect and treat all parasitaemic episodes during pregnancy to prevent maternal deaths . All women are encouraged to attend the ANC as early as possible in pregnancy and to deliver at SMRU under the care of Advance Life Support in Obstetrics (ALSO) trained midwives and doctors; those requiring Caesarean section are transferred to the nearest Thai hospital.
The study was part of a larger foetal growth project (ClinicalTrials.gov Identifier: NCT00840502), approved by the Ethics Committees of Oxford (OxTREC (14-08)) and Mahidol (TMEC 2008-028) Universities.
Ultrasound scans were performed trans-abdominally using a Voluson i (GE Healthcare, Austria) with a RAB2-5-RS; 2-5 MHz/Real time 3D probe. The machine was housed in a dedicated air-conditioned room equipped with a voltage stabilizer. All scans were obtained by sonographers specifically trained in foetal growth scanning , with regular internal quality control at SMRU; in addition, images were regularly sent for external quality control to the INTERGROWTH-21st Project team at the University of Oxford .
Only women with singleton pregnancies were recruited. As the last menstrual period is largely unknown in this population , gestational age (GA) was determined by measuring the foetal Crown Rump Length (CRL) between 9+0 and 13+6 weeks. The protocol and operating manual for obtaining CRL measurements were similar to those used in the International Fetal and Newborn Growth Consortium for the 21st Century (INTERGROWTH-21st) Project. Briefly, using three separate images, three blinded measurements were taken of each CRL; the mean of the three values was then used to estimate GA using Robinson's charts .
Thereafter, women were invited to attend for a foetal growth scan every 5 weeks until delivery to take standard 2D foetal biometric measurements. If a woman did not attend a scheduled scan then she was scanned at the next available opportunity. Every woman with a malaria episode detected by peripheral smear was treated using WHO protocols  and had foetal growth scans (in addition to those planned) at the time of a positive smear and 2 weeks later.
After standard 2D measurements were taken, a 3D sweep was obtained through the placenta. The 3D placental volume was acquired keeping the probe perpendicular to the placental plate and the size of the volume box was adapted to include the entire placenta. The sweep angle was set at 85° so as to visualize the maximum amount of placenta possible. Care was taken to minimize movement artifact. Once the scan was complete, volume data were stored on the system's hard drive for later analysis.
Only 3D ultrasound images of the placenta on the posterior uterine wall taken between 14+0 to 23+6 weeks (two sets of five weeks) were analysed. This approach was chosen because most placentas (especially on the anterior wall) are too large to fit in a single 3D sweep after 20 weeks. Based on published recommendations for cross-sectional studies, only one measurement per woman was included in the analysis [30, 31]; if more than one good quality volume scan was available, the last one was analysed. Women who miscarried, and those with early onset pre-eclampsia or who left the study area before birth, were excluded. Scans were excluded from the analysis if the image quality was poor or a single continuous outline could not be drawn around the placenta as accurate volume data could not be obtained in these circumstances.
One author (WEM), blinded to clinical data, performed the volume measurements using the VOCAL™ method as described by Wegrzyn et al . A sequence of sections of the placenta was obtained with the VOCAL™ method, which is based on the rotation of an object along its axis, using a predefined angle. Each placental volume was calculated with fixed angles of 30° (six sections) and 15° (12 sections). All volume measurements were taken twice for both rotation angles and an average of the 2 volume measurements was computed for each rotation to be used in the analysis.
Intra-observer reliability and limits of agreement (mean difference ± 1.96 SD) of the placenta volume measurements were calculated as described by Bland and Altman . Systemic bias was determined by calculating the 95% confidence intervals (CI) for the mean difference between the measurements. If zero was included within this interval, no bias was assumed.
where K is the corresponding centile from the theoretical Gaussian distribution (e.g. determination of the 10th and the 90th centiles requires K to be ± 1.28, and ± 1.645 for the fifth and 95th centiles).
The advantage of using z-scores is that it eliminates the variability of measurements by GA, which allows for direct comparability of measurements. A negative z-score denotes a placental volume that is smaller than the expected mean for the population at a given GA. The z-scores of women who were or were not infected with malaria before the scan were compared.
Clinical data were entered using Microsoft Access, and analysed using SPSS version 15.0 for Windows (SPSS Inc., Chicago Ill, USA) and STATA version 11. The student's t-test was used to compare means, the Shapiro-Wilk test-to-test normality.
Baseline characteristics of women
Malaria (N = 19)
Non malaria (N = 65)
25.1 ± 5.3
27.6 ± 7.0
Teenager, n (%)
152 ± 5
153 ± 4
Hct at time of ultrasound (%)
31.2 ± 2.7
32.6 ± 2.8
HBP or PE
Placental volumes in uninfected women
Mean volume = - 162.83 + 3.60 × GA
SD = - 41.55 + 0.80 × GA
A simple linear model with no quadratic or cubic terms for both the mean and SD provided the best fit for the model with a deviance of 717.98. The z-scores from the model did not suggest any deviation from normality using the Shapiro-Wilk test, p = 0.36.
Placental volume z-scores
Risk factors associated with placental volume: z-scores
Mean ± SD
0.00 ± 1.1
-0.11 ± 1.0
-0.14 ± 1.1
-0.06 ± 1.0
-0.14 ± 0.55
-0.08 ± 1.1
-0.38 ± 0.86
-0.02 ± 1.1
0.09 ± 1.5
-0.11 ± 1.0
-0.38 ± 1.0
0.00 ± 1.0
-1.30 ± 0.4
0.00 ± 1.0
-0.13 ± 1.0
0.00 ± 1.0
This pilot study demonstrates the feasibility of a) relating placental volume to gestational age between 14 and 24 weeks in a malaria endemic area, and b) comparing volumes between women with and without malaria. The findings are important because measurement of placental volume in the first or second trimester may predict which pregnancies are at high-risk of adverse outcomes [17, 36–38].
A variety of 2D and 3D ultrasound methods to measure placental volume have been reported [32, 36, 39, 41] but, in clinical practice, 3D may be more accurate than 2D methods . VOCAL™, one commercially available method of analysing 3D images, is considered relatively fast and reproducible. It allows the borders of the target organ to be modified after volumetric calculations and it is superior to other methods in evaluating very irregularly shaped structures, such as the placenta . However, accurate 3D volume measurement of the whole placenta is only possible in the first half of pregnancy because the volume seen is limited by the transducer footprint .
Accuracy is also influenced by the rotation angle of the analysis method. In this study, a small error was observed between the volume measurements when comparing the two rotation methods, 30° and 15° (Figure 2). The 30° rotation method resulted in a wider range of intra-observer 95% limits of agreement than the 15° method. Differing reproducibility data have been reported for 3D measurements and analyses of placental volume, varying from relatively poor to highly similar intra-and inter-observer agreement [39, 42–46]]. The results of this study are similar to those of Cheong et al, who reported that measurements made with VOCAL 30°, in an ex-vivo experiment, were faster to complete, but associated with significantly higher variability than those made with VOCAL 12° .
As in studies of foetal organ volumetry , placental studies show wide discrepancies in reference ranges . The volumes reported in this study seem larger than previously published data [17, 36, 38, 40, 41, 45]. Rather than indicating true biological differences between populations, the discrepancies are more likely due to methodological differences; for example, in defining the placental border. Hence, there is a clear need to standardize 3D volumetric methods, and definitions of imaging planes and anatomical landmarks in particular. In the absence of standardized methods, this dataset was not compared with previously published placental volumes; rather, the focus was on studying the effect of malaria within the same population using a single set of well-defined methods.
In this preliminary investigation, infection with P. falciparum before 24 weeks' gestation appears to be associated with smaller placental volumes. In other studies, principally in developed countries, early placental volumetry has been shown to predict IUGR and adverse pregnancy outcomes [47, 48], due probably to impaired trophoblast invasion; in addition, small placentas in the first trimester are associated with high resistance uterine perfusion in the second trimester . All these factors have previously been related to malaria in pregnancy as well [1, 50, 51].
Infection with P. vivax did not seem to be related to placenta volume. The mechanisms underlying the adverse effects of P. vivax malaria in pregnancy are not fully understood [25, 52, 53]. Systemic or hormonal mechanisms may play a role in P. vivax-related growth restriction, as there is very little evidence that P. vivax sequesters in the placenta, as P. falciparum does .
There was a borderline difference in haematocrit at the time of the placental volume scan between the groups (Table 1), however anaemia was not related to placenta volume in the logistic regression model (Table 2). The timing of anaemia in pregnancy and the effect on placental weight and volume  needs further investigation.
This study, therefore, suggests that 3D placental volumetry is worthy of further investigation, in order to assess whether IUGR related to malaria is mediated via a smaller placental volume.
The data presented here involve small numbers and should be interpreted cautiously. Another limitation of the study was the initial decision to include only placentas on the posterior wall to maximize the likelihood of capturing the whole target organ in the volume sweep. This enabled the inclusion of complete placental volumes up until 24 weeks' gestation, but resulted in a large group of women with an anterior placenta being excluded (n = 133, Figure 1). The data used in this study may not be comparable with other populations because of the methodological differences described above. Lastly, no inter-observer variability analysis was available  but, for the purpose of this analysis, which compared volumes measured by a single observer using the same methods, this was not a vital constraint.
Generally, ultrasound machines with 3D measurement capacity are delicate, expensive, and require a high level of technical skills and are therefore not available in most malaria endemic areas. Nevertheless, the suggestion that malaria in early pregnancy reduces placental volume in the second trimester should be confirmed by prospective studies evaluating volumes in relation to foetal growth and adverse pregnancy outcomes. Such studies should also allow for better assessment of potential confounders (such as maternal anaemia [1, 54], smoking  and parental anthropometry ). These are essential steps in unravelling the sequence of events from maternal malaria infection to IUGR.
In conclusion, the new technique of 3D ultrasound volumetry of the placenta may be useful to improve our understanding of the pathophysiological constraints on foetal growth caused by malaria infection in early pregnancy.
We would like to thank the patients and staff of SMRU for their contribution, especially Tamalar Paw, Wah Wah Say, Khin Nwet Soe, Ei Ei Phyo and December Win. SMRU is supported by The Wellcome Trust of Great Britain, as part of the Oxford Tropical Medicine Research Programme of Wellcome Trust -Mahidol University. The Christophe and Rodolphe Mérieux Foundation supported the study through a prize (2008) to FN. WEM was supported by the Whitaker Foundation. ATP and GS are supported by the Oxford Partnership Comprehensive Biomedical Research Centre with funding from the Department of Health NIHR Biomedical Research Centres funding scheme. The funding sources were not involved in the collection, analysis and interpretation of the data, the writing of the article or in submission of the paper for publication.
- Brabin BJ, Romagosa C, Abdelgalil S, Menendez C, Verhoeff FH, McGready R, Fletcher KA, Owens S, D'Alessandro U, Nosten F, Fischer PR, Ordi J: The sick placenta-the role of malaria. Placenta. 2004, 25: 359-378. 10.1016/j.placenta.2003.10.019.View ArticlePubMed
- Dellicour S, Tatem AJ, Guerra CA, Snow RW, ter Kuile FO: Quantifying the number of pregnancies at risk of malaria in 2007: a demographic study. PLoS Med. 2010, 7: e1000221-10.1371/journal.pmed.1000221.PubMed CentralView ArticlePubMed
- Nosten F, McGready R, Mutabingwa T: Case management of malaria in pregnancy. Lancet Infect Dis. 2007, 7: 118-125. 10.1016/S1473-3099(07)70023-3.View ArticlePubMed
- Rogerson SJ, Hviid L, Duffy PE, Leke RF, Taylor DW: Malaria in pregnancy: pathogenesis and immunity. Lancet Infect Dis. 2007, 7: 105-117. 10.1016/S1473-3099(07)70022-1.View ArticlePubMed
- Ismail MR, Ordi J, Menendez C, Ventura PJ, Aponte JJ, Kahigwa E, Hirt R, Cardesa A, Alonso PL: Placental pathology in malaria: a histological, immunohistochemical, and quantitative study. Hum Pathol. 2000, 31: 85-93. 10.1016/S0046-8177(00)80203-8.View ArticlePubMed
- Ordi J, Ismail MR, Ventura PJ, Kahigwa E, Hirt R, Cardesa A, Alonso PL, Menendez C: Massive chronic intervillositis of the placenta associated with malaria infection. Am J Surg Pathol. 1998, 22: 1006-1011. 10.1097/00000478-199808000-00011.View ArticlePubMed
- Ordi J, Menendez C, Ismail MR, Ventura PJ, Palacin A, Kahigwa E, Ferrer B, Cardesa A, Alonso PL: Placental malaria is associated with cell-mediated inflammatory responses with selective absence of natural killer cells. J Infect Dis. 2001, 183: 1100-1107. 10.1086/319295.View ArticlePubMed
- Rogerson SJ, Pollina E, Getachew A, Tadesse E, Lema VM, Molyneux ME: Placental monocyte infiltrates in response to Plasmodium falciparum malaria infection and their association with adverse pregnancy outcomes. Am J Trop Med Hyg. 2003, 68: 115-119.PubMed
- Rogerson SJ, Mkundika P, Kanjala MK: Diagnosis of Plasmodium falciparum malaria at delivery: comparison of blood film preparation methods and of blood films with histology. J Clin Microbiol. 2003, 41: 1370-1374. 10.1128/JCM.41.4.1370-1374.2003.PubMed CentralView ArticlePubMed
- Steketee RW, Wirima JJ, Hightower AW, Slutsker L, Heymann DL, Breman JG: The effect of malaria and malaria prevention in pregnancy on offspring birthweight, prematurity, and intrauterine growth retardation in rural Malawi. Am J Trop Med Hyg. 1996, 55: 33-41.PubMed
- Boeuf P, Tan A, Romagosa C, Radford J, Mwapasa V, Molyneux ME, Meshnick SR, Hunt NH, Rogerson SJ: Placental hypoxia during placental malaria. J Infect Dis. 2008, 197: 757-765. 10.1086/526521.PubMed CentralView ArticlePubMed
- Crocker IP, Tanner OM, Myers JE, Bulmer JN, Walraven G, Baker PN: Syncytiotrophoblast degradation and the pathophysiology of the malaria-infected placenta. Placenta. 2004, 25: 273-282. 10.1016/j.placenta.2003.09.010.View ArticlePubMed
- Kaushik A, Sharma VK, Kumar R: Malarial placental infection and low birth weight babies. J Commun Dis. 1992, 24: 65-69.PubMed
- Riccabona M, Nelson TR, Pretorius DH: Three-dimensional ultrasound: accuracy of distance and volume measurements. Ultrasound Obstet Gynecol. 1996, 7: 429-434. 10.1046/j.1469-0705.1996.07060429.x.View ArticlePubMed
- Nelson TR, Pretorius DH: Three-dimensional ultrasound imaging. Ultrasound Med Biol. 1998, 24: 1243-1270. 10.1016/S0301-5629(98)00043-X.View ArticlePubMed
- Hafner E, Philipp T, Schuchter K, Dillinger-Paller B, Philipp K, Bauer P: Second- trimester measurements of placental volume by three-dimensional ultrasound to predict small-for-gestational-age infants. Ultrasound Obstet Gynecol. 1998, 12: 97-102. 10.1046/j.1469-0705.1998.12020097.x.View ArticlePubMed
- Hafner E, Schuchter K, van Leeuwen M, Metzenbauer M, Dillinger-Paller B, Philipp K: Three-dimensional sonographic volumetry of the placenta and the fetus between weeks 15 and 17 of gestation. Ultrasound Obstet Gynecol. 2001, 18: 116-120. 10.1046/j.1469-0705.2001.00489.x.View ArticlePubMed
- Cheong KB, Leung KY, Li TK, Chan HY, Lee YP, Tang MH: Comparison of inter-and intraobserver agreement and reliability between three different types of placental volume measurement technique (XI VOCAL, VOCAL and multiplanar) and validity in the in-vitro setting. Ultrasound Obstet Gynecol. 2010, 36: 210-217.View ArticlePubMed
- Ioannou C, Sarris I, Salomon LJ, Papageorghiou AT: A review of fetal volumetry: the need for standardisation and definitions in measurement methodology. Ultrasound Obstet Gynecol. 2011, 38: 613-619. 10.1002/uog.9074.View ArticlePubMed
- Rutten MJ, Pistorius LR, Mulder EJ, Stoutenbeek P, de Vries LS, Visser GH: Fetal cerebellar volume and symmetry on 3-d ultrasound: volume measurement with multiplanar and vocal techniques. Ultrasound Med Biol. 2009, 35: 1284-1289. 10.1016/j.ultrasmedbio.2009.03.016.View ArticlePubMed
- Beninni J, Faro C, Marussi E, Barini R, Peralta C: Fetal thigh volumetry by three- dimensional ultrasound: comparison between multiplanar and VOCAL techniques. Ultrasound Obstet Gynecol. 2009, 35: 417-425.View Article
- Hata T, Kuno A, Dai SY, Inubashiri E, Hanaoka U, Kanenishi K, Yamashiro C, Tanaka H, Yanagihara T: Three-dimensional sonographic volume measurement of the fetal spleen. J Obstet Gynaecol Res. 2007, 33: 600-605. 10.1111/j.1447-0756.2007.00618.x.View ArticlePubMed
- Britto IS, de Silva Bussamra LC, Araujo Junior E, Tedesco GD, Nardozza LM, Moron AF, Aoki T: Fetal lung volume: comparison by 2D- and 3D-sonography in normal fetuses. Arch Gynecol Obstet. 2009, 280: 363-368. 10.1007/s00404-008-0908-9.View ArticlePubMed
- Nosten F, ter Kuile F, Maelankirri L, Decludt B, White NJ: Malaria during pregnancy in an area of unstable endemicity. Trans R Soc Trop Med Hyg. 1991, 85: 424-429. 10.1016/0035-9203(91)90205-D.View ArticlePubMed
- Nosten F, McGready R, Simpson JA, Thwai KL, Balkan S, Cho T, Hkirijaroen L, Looareesuwan S, White NJ: Effects of Plasmodium vivax malaria in pregnancy. Lancet. 1999, 354: 546-549. 10.1016/S0140-6736(98)09247-2.View ArticlePubMed
- Rijken MJ, Lee SJ, Boel ME, Papageorghiou AT, Visser GH, Dwell SL, Kennedy SH, Singhasivanon P, White NJ, Nosten F, McGready R: Obstetric ultrasound scanning by local health workers in a refugee camp on the Thai-Burmese border. Ultrasound Obstet Gynecol. 2009, 34: 395-403. 10.1002/uog.7350.PubMed CentralView ArticlePubMed
- The International Fetal and Newborn Growth Consortium for the 21st Century (INTERGROWTH-21st). [https://www.medscinet.net/intergrowth/protocol.aspx]
- Robinson HP, Fleming JE: A critical evaluation of sonar "crown-rump length" measurements. Br J Obstet Gynaecol. 1975, 82: 702-710. 10.1111/j.1471-0528.1975.tb00710.x.View ArticlePubMed
- WHO: Guidelines for the treatment of malaria. 2010, Geneva: WHO, 2
- Altman DG, Chitty LS: Charts of fetal size: 1. Methodology. Br J Obstet Gynaecol. 1994, 101: 29-34.View ArticlePubMed
- Royston P, Wright EM: How to construct 'normal ranges' for fetal variables. Ultrasound Obstet Gynecol. 1998, 11: 30-38. 10.1046/j.1469-0705.1998.11010030.x.View ArticlePubMed
- Wegrzyn P, Fabio C, Peralta A, Faro C, Borenstein M, Nicolaides KH: Placental volume in twin and triplet pregnancies measured by three-dimensional ultrasound at 11 + 0 to 13 + 6 weeks of gestation. Ultrasound Obstet Gynecol. 2006, 27: 647-651. 10.1002/uog.2783.View ArticlePubMed
- Bland JM, Altman DG: Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986, 1: 307-310.View ArticlePubMed
- Royston P, Altman DG: Design and analysis of longitudinal studies of fetal size. Ultrasound Obstet Gynecol. 1995, 6: 307-312. 10.1046/j.1469-0705.1995.06050307.x.View ArticlePubMed
- Wright EM, Royston P: Simplified estimation of age-specific reference intervals for skewed data. Stat Med. 1997, 16: 2785-2803. 10.1002/(SICI)1097-0258(19971230)16:24<2785::AID-SIM797>3.0.CO;2-Z.View ArticlePubMed
- Hata T, Tanaka H, Noguchi J, Hata K: Three-dimensional ultrasound evaluation of the placenta. Placenta. 2011, 32: 105-115. 10.1016/j.placenta.2010.11.001.View ArticlePubMed
- Heinonen S, Taipale P, Saarikoski S: Weights of placentae from small-for-gestational age infants revisited. Placenta. 2001, 22: 399-404. 10.1053/plac.2001.0630.View ArticlePubMed
- Pardi G, Cetin I: Human fetal growth and organ development: 50 years of discoveries. Am J Obstet Gynecol. 2006, 194: 1088-1099. 10.1016/j.ajog.2005.12.056.View ArticlePubMed
- Burstein E, Sheiner E, Hershkovitz R: Three-dimensional placental volume measurements between 11 and 13 weeks' gestation. Am J Perinatol. 2009, 26: 169-171. 10.1055/s-0028-1095188.View ArticlePubMed
- de Paula CF, Ruano R, Campos JA, Zugaib M: Placental volumes measured by 3- dimensional ultrasonography in normal pregnancies from 12 to 40 weeks' gestation. J Ultrasound Med. 2008, 27: 1583-1590.PubMed
- Thame M, Osmond C, Wilks R, Bennett FI, Forrester TE: Second-trimester placental volume and infant size at birth. Obstet Gynecol. 2001, 98: 279-283. 10.1016/S0029-7844(01)01414-4.View ArticlePubMed
- Nardozza LM, Nowak PM, Araujo Junior E, Guimaraes Filho HA, Rolo LC, Torloni MR, Moron AF: Evaluation of placental volume at 7-10+6 weeks of pregnancy by 3D-sonography. Placenta. 2009, 30: 585-589. 10.1016/j.placenta.2009.04.008.View ArticlePubMed
- Deurloo K, Spreeuwenberg M, Rekoert-Hollander M, van Vugt J: Reproducibility of 3-dimensional sonographic measurements of fetal and placental volume at gestational ages of 11-18 weeks. J Clin Ultrasound. 2007, 35: 125-132. 10.1002/jcu.20306.View ArticlePubMed
- Nowak PM, Nardozza LM, Araujo Junior E, Rolo LC, Moron AF: Comparison of placental volume in early pregnancy using multiplanar and VOCAL methods. Placenta. 2008, 29: 241-245. 10.1016/j.placenta.2007.12.003.View ArticlePubMed
- Wegrzyn P, Faro C, Falcon O, Peralta CF, Nicolaides KH: Placental volume measured by three-dimensional ultrasound at 11 to 13 + 6 weeks of gestation: relation to chromosomal defects. Ultrasound Obstet Gynecol. 2005, 26: 28-32. 10.1002/uog.1923.View ArticlePubMed
- Chen M, Leung KY, Lee CP, Tang MH, Ho PC: Placental volume measured by three-dimensional ultrasound in the prediction of fetal alpha(0)-thalassemia: a preliminary report. Ultrasound Obstet Gynecol. 2006, 28: 166-172. 10.1002/uog.2721.View ArticlePubMed
- Law LW, Leung TY, Sahota DS, Chan LW, Fung TY, Lau TK: Which ultrasound or biochemical markers are independent predictors of small-for-gestational age?. Ultrasound Obstet Gynecol. 2009, 34: 283-287.View ArticlePubMed
- Schwartz N, Coletta J, Pessel C, Feng R, Timor-Tritsch IE, Parry S, Salafia CN: Novel 3- dimensional placental measurements in early pregnancy as predictors of adverse pregnancy outcomes. J Ultrasound Med. 2010, 29: 1203-1212.PubMed
- Hafner E, Metzenbauer M, Dillinger-Paller B, Hoefinger D, Schuchter K, Sommer-Wagner H, Philipp K: Correlation of first trimester placental volume and second trimester uterine artery Doppler flow. Placenta. 2001, 22: 729-734. 10.1053/plac.2001.0721.View ArticlePubMed
- Brabin BJ, Johnson PM: Placental malaria and pre-eclampsia through the looking glass backwards?. J Reprod Immunol. 2005, 65: 1-15. 10.1016/j.jri.2004.09.006.View ArticlePubMed
- Dorman EK, Shulman CE, Kingdom J, Bulmer JN, Mwendwa J, Peshu N, Marsh K: Impaired uteroplacental blood flow in pregnancies complicated by falciparum malaria. Ultrasound Obstet Gynecol. 2002, 19: 165-170. 10.1046/j.0960-7692.2001.00545.x.View ArticlePubMed
- Poespoprodjo JR, Fobia W, Kenangalem E, Lampah DA, Warikar N, Seal A, McGready R, Sugiarto P, Tjitra E, Anstey NM, Price RN: Adverse pregnancy outcomes in an area where multidrug-resistant Plasmodium vivax and Plasmodium falciparum infections are endemic. Clin Infect Dis. 2008, 46: 1374-1381. 10.1086/586743.PubMed CentralView ArticlePubMed
- Umbers AJ, Aitken EH, Rogerson SJ: Malaria in pregnancy: small babies, big problem. Trends Parasitol. 2011, 27: 168-175. 10.1016/j.pt.2011.01.007.View ArticlePubMed
- Godfrey KM, Redman CW, Barker DJ, Osmond C: The effect of maternal anaemia and iron deficiency on the ratio of fetal weight to placental weight. Br J Obstet Gynaecol. 1991, 98: 886-891. 10.1111/j.1471-0528.1991.tb13510.x.View ArticlePubMed
- Rizzo G, Capponi A, Pietrolucci ME, Arduini D: Effects of maternal cigarette smoking on placental volume and vascularization measured by 3-dimensional power Doppler ultrasonography at 11+0 to 13+6 weeks of gestation. Am J Obstet Gynecol. 2009, 200: 415 e411-415.View Article
- Thame M, Osmond C, Bennett F, Wilks R, Forrester T: Fetal growth is directly related to maternal anthropometry and placental volume. Eur J Clin Nutr. 2004, 58: 894-900. 10.1038/sj.ejcn.1601909.View ArticlePubMed
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.