Evidence map›Paper›PMID 42090336›Full record

ArticleGynecologic and obstetric investigation2026

Validation of Optimized Embryo Scoring Procedures: Single-Day versus 2-Day Assessment.

Annemie Mengels, Annouschka Laenen, Carl Spiessens, Sophie Debrock

Abstract read
In one paragraph

Article in Gynecologic and obstetric investigation, 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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1 · What the graph read from it

What it found

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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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Annemie MengelsDepartment of Obstetrics and Gynaecology, Leuven University Fertility Centre, University Hospital Leuven, Leuven, Belgium, annemie.mengels@uzleuven.be.
Annouschka LaenenDepartment of Public Health and Primary Care, Leuven Biostatistics and Statistical Bioinformatics Centre, KU Leuven, Leuven, Belgium.
Carl SpiessensDepartment of Obstetrics and Gynaecology, Leuven University Fertility Centre, University Hospital Leuven, Leuven, Belgium.
Sophie DebrockDepartment of Obstetrics and Gynaecology, Leuven University Fertility Centre, University Hospital Leuven, Leuven, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThe aim of this study was to determine whether single-day embryo selection (day 3 or day 5) achieves comparable sensitivity, specificity, and accuracy to 2-day selection (day 2 + day 3 or day 3 + day 5).

designThis was a retrospective cohort study conducted over a 15-year period (2008-2023).

settingThe review was conducted in a single assisted reproductive technology (ART) center.

participantsA total of 9,095 patients undergoing ART were included: 7,365 were managed under a day 3 policy (77,543 embryo assessments) and 1,730 patients under a day 5 policy (14,538 embryo assessments).

methodsAll patients underwent routine ART procedures with morphological embryo scoring according to established criteria. Cleavage-stage selection based on a 2-day assessment (day 2 + day 3) was compared with a hypothetical selection of a single-day assessment (day 3). Blastocyst-stage selection based on a 2-day assessment (day 3 + day 5) was compared with a hypothetical selection of a single-day assessment (day 5). Sensitivity, specificity, and overall accuracy were calculated retrospectively for single-day versus 2-day evaluation.

resultsDay 3 single-day assessment demonstrated sensitivity of 98.9%, specificity of 93.6%, and accuracy of 96.7%, comparable to day 2 + day 3 scoring. Day 5 single-day assessment yielded sensitivity of 99.5%, specificity of 89.7%, and accuracy of 93.4%, similar to day 3 + day 5 evaluation. LIMITATIONS: Limitations of this study include the retrospective design and the inherently subjective nature of embryo selection, in which prior assessments can bias subsequent evaluations. In addition, 2-day scoring reflected routine clinical practice, whereas single-day scoring represented a hypothetical approach based solely on embryo scores. This hypothetical single-day selection did not take the clinical context into account, as it was performed by a single embryologist based only on morphological scores, whereas actual clinical selection typically incorporates broader clinical considerations. Prospective randomized trials are therefore needed.

conclusionSingle-day embryo selection on day 3 or day 5 provides diagnostic accuracy (≥90%) comparable to 2-day protocols. Our data show that single-day assessments can be considered to cope with increased workload.

Indexed as

Accuracy analysisAssisted reproductive technologyEmbryo selectionOptimization workloadValidation

Identifiers

PMID42090336
PMCPMC13341087

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