Evidence map›Paper›PMID 41010293›Full record

ArticleLife (Basel, Switzerland)2025

Impact of PGT Introduction on IVF Laboratory Workload: Lessons Learned from a Single-Center Experience of 5258 Biopsies over a 10-Year Period.

Stefano Canosa, Luisa Delle Piane, Danilo Cimadomo, Alberto Revelli, Gianluca Gennarelli, Daniela Guidetti, Cristina Garello, Francesca Granella, Francesca Evangelista, Giuseppe Monelli and 6 more

Abstract read
In one paragraph

Article in Life (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

16 authors.

Stefano CanosaIVIRMA Global Research Alliance, Livet, Via Tiziano Vecellio 3, 10126 Turin, Italy.ORCID 0000-0001-6402-6750
Luisa Delle PianeIVIRMA Global Research Alliance, Livet, Via Tiziano Vecellio 3, 10126 Turin, Italy.ORCID 0009-0008-1225-8662
Danilo CimadomoIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, 00197 Rome, Italy.ORCID 0000-0002-5390-9221
Alberto RevelliIVIRMA Global Research Alliance, Livet, Via Tiziano Vecellio 3, 10126 Turin, Italy.ORCID 0000-0002-5797-3722
Gianluca GennarelliIVIRMA Global Research Alliance, Livet, Via Tiziano Vecellio 3, 10126 Turin, Italy.ORCID 0000-0003-4390-9428
Daniela GuidettiIVIRMA Global Research Alliance, Livet, Via Tiziano Vecellio 3, 10126 Turin, Italy.
Cristina GarelloIVIRMA Global Research Alliance, Livet, Via Tiziano Vecellio 3, 10126 Turin, Italy.
Francesca GranellaIVIRMA Global Research Alliance, Livet, Via Tiziano Vecellio 3, 10126 Turin, Italy.
Francesca EvangelistaIVIRMA Global Research Alliance, Livet, Via Tiziano Vecellio 3, 10126 Turin, Italy.
Giuseppe MonelliIVIRMA Global Research Alliance, Livet, Via Tiziano Vecellio 3, 10126 Turin, Italy.
Lucia ClementeIVIRMA Global Research Alliance, Livet, Via Tiziano Vecellio 3, 10126 Turin, Italy.
Antonio CapalboJuno Genetics, 00100 Rome, Italy.
Laura RienziIVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, 00197 Rome, Italy.
Ugo SorrentinoDepartment of Women's and Children's Health, University Hospital of Padova, 35128 Padova, Italy.ORCID 0000-0001-8139-6198
Daniela ZuccarelloUnit of Medical Genetics and Genomics, San Bortolo Hospital, ULSS n.8 "Berica", 36100 Vicenza, Italy.ORCID 0000-0001-5826-6715
Francesca BongioanniIVIRMA Global Research Alliance, Livet, Via Tiziano Vecellio 3, 10126 Turin, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The aim of our study was to provide a retrospective single-center experience of the additional workload associated with routine PGT, including embryologist training and suggested staffing levels. A total of 4945 IVF cycles were retrospectively considered, of which 1680 were PGT cycles with a total of 5258 biopsied blastocysts. An exponential increase in the proportion of PGTs over OPUs was observed, from 0.2% in 2015 to 72.9% in 2024. The number of viable embryos for biopsy was significantly increased by the systematic adoption of an extended embryo culture and the concomitant transition from a day 2 Double Embryo Transfer (DET) to a day 5 Single Blastocyst Transfer (SET) policy in 2020. In order to cope with the increasing workload, a concomitant increase in the number of embryologists involved in blastocyst biopsy was adopted, with a second embryologist in 2020, a third in 2021, and a fourth in 2022, with a trend comparable to that observed for the proportion of PGT cycles over IVF cycles performed during the study period. The appropriate number of staff required for the IVF laboratory was calculated using the Staffing Model for ART (smART) calculator, based on 12 routine IVF procedures. An optimal balance between operational procedures and staffing levels was achieved when the difference (Δ) was ≤10%, ensuring the efficient maintenance of PGT in the IVF laboratory.

Indexed as

blastocyst biopsyIVFlaboratory managementlab workloadPGT

Identifiers

PMID41010293
PMCPMC12471222

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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.