Literature DB >> 32088032

Oocyte and embryo evaluation by AI and multi-spectral auto-fluorescence imaging: Livestock embryology needs to catch-up to clinical practice.

H J McLennan1, A Saini1, K R Dunning1, J G Thompson2.   

Abstract

A highly accurate 'non-invasive quantitative embryo assessment for pregnancy' (NQEAP) technique that determines embryo quality has been an elusive goal. If developed, NQEAP would transform the selection of embryos from both Multiple Ovulation and Embryo Transfer (MOET), and even more so, in vitro produced (IVP) embryos for livestock breeding. The area where this concept is already having impact is in the field of clinical embryology, where great strides have been taken in the application of morphokinetics and artificial intelligence (AI); while both are already in practice, rigorous and robust evidence of efficacy is still required. Even the translation of advances in the qualitative scoring of human IVF embryos have yet to be translated to the livestock IVP industry, which remains dependent on the MOET-standardised 3-point scoring system. Furthermore, there are new ways to interrogate the biochemistry of individual embryonic cells by using new, light-based methodologies, such as FLIM and hyperspectral microscopy. Combinations of these technologies, in particular combining new imaging systems with AI, will lead to very accurate NQEAP predictive tools, improving embryo selection and recipient pregnancy success. Crown
Copyright © 2020. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Embryo metabolism; Embryo selection; Machine learning; Morphokinetics; Pregnancy establishment

Mesh:

Year:  2020        PMID: 32088032     DOI: 10.1016/j.theriogenology.2020.01.061

Source DB:  PubMed          Journal:  Theriogenology        ISSN: 0093-691X            Impact factor:   2.740


  3 in total

1.  Effectiveness of near-infrared spectroscopy as a non-invasive tool to discriminate spectral profiles of in vitro cultured oocytes from goats.

Authors:  Denilsa Pires Fernandes; Rafael Rossetto; Assis Rubens Montenegro; César Carneiro Linhares Fernandes; Pamela Angela Bravo; Maria Eugenia Moreno; Camila Muniz Cavalcanti; Guilherme Araújo Kubota; Davide Rondina
Journal:  Anim Reprod       Date:  2021-12-10       Impact factor: 1.807

2.  Vitrification within a nanoliter volume: oocyte and embryo cryopreservation within a 3D photopolymerized device.

Authors:  Suliman H Yagoub; Megan Lim; Tiffany C Y Tan; Darren J X Chow; Kishan Dholakia; Brant C Gibson; Jeremy G Thompson; Kylie R Dunning
Journal:  J Assist Reprod Genet       Date:  2022-08-11       Impact factor: 3.357

Review 3.  Current Advancements in Noninvasive Profiling of the Embryo Culture Media Secretome.

Authors:  Raminta Zmuidinaite; Fady I Sharara; Ray K Iles
Journal:  Int J Mol Sci       Date:  2021-03-03       Impact factor: 5.923

  3 in total

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