Evidence map›Paper›PMID 42636195›Full record

ArticlePloS one2026

Postnatal gestational age determination by ultrasonographic measurement of transverse cerebellar diameter: A simulation study.

Andrea Pietravalle, Francesco Cavallin, Giovanni Putoto, Daniele Trevisanuto

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Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Andrea PietravalleDoctors with Africa CUAMM, Padua, Italy.ORCID https://orcid.org/0000-0001-9421-6168
Francesco CavallinIndependent statistician, Solagna, Italy.
Giovanni PutotoDoctors with Africa CUAMM, Padua, Italy.
Daniele TrevisanutoDepartment of Woman's and Child's Health, University of Padua, Padua, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAccurate determination of gestational age (GA) has an important role in clinical practice, especially prevention/anticipation of prematurity-related complications. In low- and middle-income countries, the availability and accuracy of the gold standard for GA determination is very limited. In fact, prenatal ultrasonography in the first trimester is strongly affected by high costs, lack of skills and poor maternal access to health service. Furthermore, the determination by Last Menstrual Period has a very low accuracy, as well as postnatal clinical tools such as the Ballard Score. Recent studies in high-income countries tested TCD measurement by cranial ultrasound for GA determination with reported acceptable accuracy. The development of technology over the years is leading to a progressive spread of cranial ultrasound also in LMICs.

objectiveTo assess the performance of a published equation in estimating GA using fetal TCD measurements from low-income settings.

methodsData were simulated using available information from relevant studies conducted in LMICs. Estimated GA was calculated as GA in weeks = 0.470 × TCD in mm + 13.162. The performance was assessed using modified calibration plots and Bland-Altman plots. Pooled bias and 95% limits of agreement (LoA) were also calculated.

resultsFour datasets (n = 400, 257, 450, 500) were generated based on data from relevant studies. For GA 23-32 weeks, the equation was prone to overestimate and pooled bias was 6.0 days (95% LoA -6.7 to 18.7 days). For GA 33-36 weeks, the equation was prone to underestimate in one dataset and pooled bias was -1.5 days (95% LoA -16.8 to 13.8 days). For GA 37-40 weeks, the equation showed bad calibration and pooled bias was -5.0 days (95% LoA -25.8 to 15.8 days). When extending the original interval to GA 23-40 weeks, pooled bias was 2.8 days (95% LoA -13.0 to 18.6 days).

conclusionsWithin the limitations of a simulation study, our findings suggest that the TCD-based equation may provide some benefits in postnatal estimation of GA between 23-32 weeks in low-resource settings. Lower precision, yet acceptable for clinical use, may be expected beyond 32 weeks' gestation. Future studies may validate the equation in real newborns in low-resource settings where precise GA dating is available.

Indexed as

CerebellumGestational AgeUltrasonography, PrenatalComputer SimulationFemaleHumansInfant, NewbornPregnancy

Identifiers

PMID42636195
PMCPMC13502679

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.