SynthesisThe Cochrane database of systematic reviews2019
Biochemical tests of placental function versus ultrasound assessment of fetal size for stillbirth and small-for-gestational-age infants.
Synthesis in The Cochrane database of systematic reviews, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
33 citing papers in PubMed, 5 syntheses or guidelines pooled it, 73 citations in OpenAlex.
- Development and validation of prediction models for fetal growth restriction and birthweight: an individual participant data meta-analysis.Health technology assessment (Winchester, England) · 2024Pooled it
- Doppler trans-thoracic echocardiography for detection of pulmonary hypertension in adults.The Cochrane database of systematic reviews · 2022Pooled it
- Universal late pregnancy ultrasound screening to predict adverse outcomes in nulliparous women: a systematic review and cost-effectiveness analysis.Health technology assessment (Winchester, England) · 2021Pooled it
- Pooled it
- Biochemical tests of placental function versus ultrasound assessment of fetal size for stillbirth and small-for-gestational-age infants.The Cochrane database of systematic reviews · 2019Pooled it
- Placental Growth Factor Led Management of the Small for Gestational Age Fetus: Randomised Controlled Feasibility Study.BJOG : an international journal of obstetrics and gynaecology · 2026Trial
- The pathophysiology of pre-eclampsia.Nature reviews. Nephrology · 2026Review
- Transfer of fresh versus frozen embryos among underweight women: significant difference in the occurrence of small-for-gestational-age infants.Journal of assisted reproduction and genetics · 2026Article
- Why current risk factor-based approaches fall short in predicting stillbirth: a national cohort study of nulliparous women in England.BMC medicine · 2026Article
- Stillbirth in Iceland 1996-2021: Incidence and etiology.Acta obstetricia et gynecologica Scandinavica · 2025Article
- Prediction of stillbirth using machine learning methods.Scientific reports · 2025Article
- The human placenta and its role in reproductive outcomes revisited.Physiological reviews · 2025Review
- The comparison of perinatal clinical characteristics between severe small for gestational age and mild small for gestational age according to the latest birth curve in China.AJOG global reports · 2025Article
- Noninvasive prediction of fetal growth restriction using maternal plasma cell-free RNA: a case-control study.BMC pregnancy and childbirth · 2025Article
- Molecular Biomarkers for Timely and Personalized Prediction of Maternal-Fetal Health Risk.Biomolecules · 2025Review
- sFlt-1/PlGF and beyond: angiolymphatic-associated signatures and emerging biomarkers in placental pathology.Vascular biology (Bristol, England) · 2025Review
- Lipid profile of circulating placental extracellular vesicles during pregnancy identifies foetal growth restriction risk.Journal of extracellular vesicles · 2024Article
- The science of uncertainty guides fetal-neonatal neurology principles and practice: diagnostic-prognostic opportunities and challenges.Frontiers in neurology · 2024Review
- Interdisciplinary fetal-neonatal neurology training improves brain health across the lifespan.Frontiers in neurology · 2024Review
- Circulating biomarkers associated with placental dysfunction and their utility for predicting fetal growth restriction.Clinical science (London, England : 1979) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundStillbirth affects 2.6 million pregnancies worldwide each year. Whilst the majority of cases occur in low- and middle-income countries, stillbirth remains an important clinical issue for high-income countries (HICs) - with both the UK and the USA reporting rates above the mean for HICs. In HICs, the most frequently reported association with stillbirth is placental dysfunction. Placental dysfunction may be evident clinically as fetal growth restriction (FGR) and small-for-dates infants. It can be caused by placental abruption or hypertensive disorders of pregnancy and many other disorders and factorsPlacental abnormalities are noted in 11% to 65% of stillbirths. Identification of FGA is difficult in utero. Small-for-gestational age (SGA), as assessed after birth, is the most commonly used surrogate measure for this outcome. The degree of SGA is associated with the likelihood of FGR; 30% of infants with a birthweight < 10th centile are thought to be FGR, while 70% of infants with a birthweight < 3rd centile are thought to be FGR. Critically, SGA is the most significant antenatal risk factor for a stillborn infant. Correct identification of SGA infants is associated with a reduction in the perinatal mortality rate. However, currently used tests, such as measurement of symphysis-fundal height, have a low reported sensitivity and specificity for the identification of SGA infants.
objectivesThe primary objective was to assess and compare the diagnostic accuracy of ultrasound assessment of fetal growth by estimated fetal weight (EFW) and placental biomarkers alone and in any combination used after 24 weeks of pregnancy in the identification of placental dysfunction as evidenced by either stillbirth, or birth of a SGA infant. Secondary objectives were to investigate the effect of clinical and methodological factors on test performance. SEARCH
methodsWe developed full search strategies with no language or date restrictions. The following sources were searched: MEDLINE, MEDLINE In Process and Embase via Ovid, Cochrane (Wiley) CENTRAL, Science Citation Index (Web of Science), CINAHL (EBSCO) with search strategies adapted for each database as required; ISRCTN Registry, UK Clinical Trials Gateway, WHO International Clinical Trials Portal and ClinicalTrials.gov for ongoing studies; specialist abstract and conference proceeding resources (British Library's ZETOC and Web of Science Conference Proceedings Citation Index). Search last conducted in Ocober 2016. SELECTION CRITERIA: We included studies of pregnant women of any age with a gestation of at least 24 weeks if relevant outcomes of pregnancy (live birth/stillbirth; SGA infant) were assessed. Studies were included irrespective of whether pregnant women were deemed to be low or high risk for complications or were of mixed populations (low and high risk). Pregnancies complicated by fetal abnormalities and multi-fetal pregnancies were excluded as they have a higher risk of stillbirth from non-placental causes. With regard to biochemical tests, we included assays performed using any technique and at any threshold used to determine test positivity. DATA COLLECTION AND ANALYSIS: We extracted the numbers of true positive, false positive, false negative, and true negative test results from each study. We assessed risk of bias and applicability using the QUADAS-2 tool. Meta-analyses were performed using the hierarchical summary ROC model to estimate and compare test accuracy. MAIN
resultsWe included 91 studies that evaluated seven tests - blood tests for human placental lactogen (hPL), oestriol, placental growth factor (PlGF) and uric acid, ultrasound EFW and placental grading and urinary oestriol - in a total of 175,426 pregnant women, in which 15,471 pregnancies ended in the birth of a small baby and 740 pregnancies which ended in stillbirth. The quality of included studies was variable with most domains at low risk of bias although 59% of studies were deemed to be of unclear risk of bias for the reference standard domain. Fifty-three per cent of studies were of high concern for applicability due to inclusion of only high- or low-risk women.Using all available data for SGA (86 studies; 159,490 pregnancies involving 15,471 SGA infants), there was evidence of a difference in accuracy (P < 0.0001) between the seven tests for detecting pregnancies that are SGA at birth. Ultrasound EFW was the most accurate test for detecting SGA at birth with a diagnostic odds ratio (DOR) of 21.3 (95% CI 13.1 to 34.6); hPL was the most accurate biochemical test with a DOR of 4.78 (95% CI 3.21 to 7.13). In a hypothetical cohort of 1000 pregnant women, at the median specificity of 0.88 and median prevalence of 19%, EFW, hPL, oestriol, urinary oestriol, uric acid, PlGF and placental grading will miss 50 (95% CI 32 to 68), 116 (97 to 133), 124 (108 to 137), 127 (95 to 152), 139 (118 to 154), 144 (118 to 161), and 144 (122 to 161) SGA infants, respectively. For the detection of pregnancies ending in stillbirth (21 studies; 100,687 pregnancies involving 740 stillbirths), in an indirect comparison of the four biochemical tests, PlGF was the most accurate test with a DOR of 49.2 (95% CI 12.7 to 191). In a hypothetical cohort of 1000 pregnant women, at the median specificity of 0.78 and median prevalence of 1.7%, PlGF, hPL, urinary oestriol and uric acid will miss 2 (95% CI 0 to 4), 4 (2 to 8), 6 (6 to 7) and 8 (3 to 13) stillbirths, respectively. No studies assessed the accuracy of ultrasound EFW for detection of pregnancy ending in stillbirth. AUTHORS'
conclusionsBiochemical markers of placental dysfunction used alone have insufficient accuracy to identify pregnancies ending in SGA or stillbirth. Studies combining U and placental biomarkers are needed to determine whether this approach improves diagnostic accuracy over the use of ultrasound estimation of fetal size or biochemical markers of placental dysfunction used alone. Many of the studies included in this review were carried out between 1974 and 2016. Studies of placental substances were mostly carried out before 1991 and after 2013; earlier studies may not reflect developments in test technology.
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