Evidence map›Paper›PMID 36421701›Full record

ArticleBiomolecules2022

Small Non-Coding RNAs as New Biomarkers to Evaluate the Quality of the Embryo in the IVF Process.

Silvia Toporcerová, Ivana Špaková, Katarína Šoltys, Zuzana Klepcová, Marek Kľoc, Júlia Bohošová, Karolína Trachtová, Lucia Peterová, Helena Mičková, Peter Urdzík and 3 more

Open access · goldAbstract read
In one paragraph

Article in Biomolecules, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
0.9field-weighted citation impact, top 27% of its field
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

6 citing papers in PubMed, 11 citations in OpenAlex.

  1. Review
  2. Article
  3. Noninvasive Biomarkers of Human Embryo Developmental Potential.International journal of molecular sciences · 2025
    Review
  4. Role of miRNAs in Bovine Oocyte Maturation and Reproductive Regulation.International journal of molecular sciences · 2025
    Review
  5. Review
  6. 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

13 authors at 3 institutions in 2 countries.

Silvia ToporcerováDepartment of Gynaecology and Obstetrics, Faculty of Medicine, Pavol Jozef Šafárik University in Košice, 040 11 Košice, Slovakia.
Ivana ŠpakováDepartment of Medical and Clinical Biochemistry, Faculty of Medicine, Pavol Jozef Šafárik University in Košice, 040 11 Košice, Slovakia.
Katarína ŠoltysFaculty of Natural Sciences, Comenius University in Bratislava, 842 15 Bratislava, Slovakia.ORCID 0000-0003-3862-3329
Zuzana KlepcováDepartment of Medical and Clinical Biochemistry, Faculty of Medicine, Pavol Jozef Šafárik University in Košice, 040 11 Košice, Slovakia.
Marek KľocSAFTRA-BioMAI, Pavol Jozef Šafárik University in Košice, 040 11 Košice, Slovakia.
Júlia BohošováCentral European Institute of Technology, Masaryk University, 601 77 Brno, Czech Republic.
Karolína TrachtováCentral European Institute of Technology, Masaryk University, 601 77 Brno, Czech Republic.
Lucia PeterováGyncare a.s., 040 13 Košice, Slovakia.
Helena MičkováDepartment of Medical Biology, Faculty of Medicine, Pavol Jozef Šafárik University in Košice, 040 11 Košice, Slovakia.
Peter UrdzíkDepartment of Gynaecology and Obstetrics, Faculty of Medicine, Pavol Jozef Šafárik University in Košice, 040 11 Košice, Slovakia.ORCID 0000-0001-9718-232X
Mária MarekováDepartment of Medical and Clinical Biochemistry, Faculty of Medicine, Pavol Jozef Šafárik University in Košice, 040 11 Košice, Slovakia.
Ondřej SlabýCentral European Institute of Technology, Masaryk University, 601 77 Brno, Czech Republic.
Miroslava RabajdováDepartment of Medical and Clinical Biochemistry, Faculty of Medicine, Pavol Jozef Šafárik University in Košice, 040 11 Košice, Slovakia.
University of Pavol Jozef Šafárik · SKCentral European Institute of Technology · CZComenius University Bratislava · SK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The increased interest in assisted reproduction through in vitro fertilization (IVF) leads to an urgent need to identify biomarkers that reliably highly predict the success of pregnancy. Despite advances in diagnostics, treatment, and IVF approaches, the 30% success rate of IVF seems insurmountable. Idiopathic infertility does not have any explanation for IVF failure especially when a patient is treated with a healthy competitive embryo capable of implantation and development. Since appropriate intercellular communication is essential after embryo implantation, the emergence of the investigation of embryonic secretome including short non-coding RNA (sncRNA) molecules is crucial. That's why biomarker identification, sncRNAs secreted during the IVF process into the blastocyst's cultivation medium, by the implementation of artificial intelligence opens the door to a better understanding of the bidirectional communication between embryonic cells and the endometrium and so the success of the IVF. This study presents a set of promising new sncRNAs which are revealed to predictively distinguish a high-quality embryo, suitable for an embryo transfer in the IVF process, from a low-quality embryo with 86% accuracy. The identified exact combination of miRNAs/piRNAs as a non-invasively obtained biomarker for quality embryo determination, increasing the likelihood of implantation and the success of pregnancy after an embryo transfer.

Indexed as

RNA, Small UntranslatedArtificial IntelligenceBiomarkersEmbryo TransferFemaleFertilization in VitroHumansPregnancyBiomarkersRNA, Small Untranslatedbiomarkerembryonic secretomeembryo selectionIVFmiRNApiRNA

Identifiers

PMID36421701
PMCPMC9687427
OpenAlexW4309737255

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.