J 2022

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

TOPORCEROVA, Silvia, Ivana SPAKOVA, Katarina SOLTYS, Zuzana KLEPCOVA, Marek KLOC et. al.

Basic information

Original name

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

Authors

TOPORCEROVA, Silvia, Ivana SPAKOVA, Katarina SOLTYS, Zuzana KLEPCOVA, Marek KLOC, Júlia BOHOŠOVÁ (703 Slovakia, belonging to the institution), Karolína TRACHTOVÁ (203 Czech Republic, belonging to the institution), Lucia PETEROVA, Helena MICKOVA, Peter URDZIK, Maria MAREKOVA, Ondřej SLABÝ (203 Czech Republic, guarantor, belonging to the institution) and Miroslava RABAJDOVA

Edition

Biomolecules, Basel, Switzerland, MDPI AG, 2022, 2218-273X

Other information

Language

English

Type of outcome

Článek v odborném periodiku

Field of Study

10608 Biochemistry and molecular biology

Country of publisher

Switzerland

Confidentiality degree

není předmětem státního či obchodního tajemství

References:

Impact factor

Impact factor: 5.500

RIV identification code

RIV/00216224:14740/22:00128513

Organization unit

Central European Institute of Technology

UT WoS

000894470400001

Keywords in English

miRNA; piRNA; biomarker; IVF; embryo selection; embryonic secretome

Tags

Tags

International impact, Reviewed
Změněno: 2/2/2023 20:29, Mgr. Pavla Foltynová, Ph.D.

Abstract

V originále

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.