Evidence map›Paper›PMID 39841344›Full record

ArticleJournal of assisted reproduction and genetics2025

A standardized training allows achieving similar clinical pregnancy rates per top-quality euploid blastocyst transfer across operators.

Alessandro Ruffa, Danilo Cimadomo, Erika Pittana, Federica Innocenti, Marilena Taggi, Silvia Colamaria, Maddalena Giuliani, Daria Maria Soscia, Greta Chiara Cermisoni, Valentina Casciani and 5 more

Abstract read
In one paragraph

Article in Journal of assisted reproduction and genetics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

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

1 citing paper in PubMed.

  1. Article
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

15 authors.

Alessandro RuffaIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy. alessandro.ruffa@generapma.it.ORCID http://orcid.org/0009-0001-4301-2322
Danilo CimadomoIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.
Erika PittanaIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.
Federica InnocentiIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.
Marilena TaggiIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.
Silvia ColamariaIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.
Maddalena GiulianiIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.
Daria Maria SosciaIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.
Greta Chiara CermisoniIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.
Valentina CascianiIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.
Laura AlbricciIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.
Gemma FabozziIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.
Laura RienziIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.
Filippo Maria UbaldiIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.
Alberto VaiarelliIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTo evaluate the performance of different embryo transfer (ET) operators in a strictly controlled scenario minimizing potential confounders.

methodsThis single-center retrospective cohort study analyzed vitrified-warmed single euploid top-quality day-5 blastocyst transfers performed in non-obese women at the same IVF center by four equally trained clinicians using a standardized ET technique. These strict inclusion criteria allowed excluding all main confounders on the primary study outcome, namely clinical pregnancy rate (CPR) per ET across different operators. Endometrial preparation protocol, maternal age at transfer, parity, and the embryologist involved were assessed as putative further confounders.

resultsOut of 8663 ETs performed between January 2013 and December 2021, 421 first single euploid top-quality blastocyst transfers were included. No significant difference in ET outcomes was observed among clinicians. Multivariate logistic regression analysis confirmed no association between ET operators and CPR. The experience-defined as the sequential number of previous ETs conducted-did not involve any increase in the CPR.

conclusionsThe ET operator does not affect ET outcomes when subject to the same training and adopting a standardized ET protocol. As the performance does not increase with experience, the initial training is crucial to standardize the procedure across clinicians. In this regard, the CPR per euploid transfer can be considered a valuable Key Performance Indicator (KPI) for quality control purposes. Larger studies are required to build a consensus on competence and benchmark values to achieve.

Indexed as

BlastocystEmbryo TransferFertilization in VitroAdultFemaleHumansPregnancyPregnancy RateRetrospective StudiesEmbryo transferEuploid blastocystKey performance indicatorsOperator performanceQuality control

Identifiers

PMID39841344
PMCPMC11950462

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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.