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A Neural Network-Based Identification of Developmentally Competent or Incompetent Mouse Fully-Grown Oocytes
Published on: March 3, 2018
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Does morphological assessment predict oocyte developmental competence? A systematic review and proposed score
Alessandro Bartolacci1, Giulia Intra1, Giovanni Coticchio2
19.Baby, Family and Fertility Center, Via Dante 15, Bologna, Italy.
Journal of Assisted Reproduction and Genetics
|January 7, 2022
Summary
Oocyte dysmorphisms, including abnormal cumulus oophorus (COC) morphology and intracytoplasmic vacuoles, SER clusters, or granularity, are linked to negative outcomes in assisted reproduction treatments. This review highlights specific morphological defects impacting IVF success rates.
Area of Science:
- Reproductive biology
- In vitro fertilization
- Oocyte morphology
Background:
- Oocyte morphology is a critical factor in assisted reproduction treatments (ART).
- Assessing oocyte quality is crucial for predicting in vitro fertilization (IVF) success.
- Existing literature on the impact of specific oocyte dysmorphisms on ART outcomes requires systematic evaluation.
Purpose of the Study:
- To investigate the impact of oocyte dysmorphisms on biological and clinical outcomes of assisted reproduction treatments.
- To systematically review and quantify the association between oocyte morphological abnormalities and IVF success.
Main Methods:
- A systematic literature search was conducted on PubMed using relevant keywords and MeSH terms.
- Studies were evaluated for criteria related to oocyte morphology and IVF outcomes.
- An Oocyte Literature Score (OLS) was developed to quantify the prevalence of negative outcomes associated with specific dysmorphisms.
Main Results:
- Eleven distinct oocyte dysmorphisms were identified, categorized as extracytoplasmic (e.g., COC morphology) and intracytoplasmic (e.g., vacuoles, SER clusters, granularity).
- Abnormal cumulus oophorus (COC) morphology showed a high OLS (8.33), indicating frequent association with negative IVF outcomes.
- Intracytoplasmic dysmorphisms including vacuoles (OLS 7.14), SER clusters (OLS 7.78), and granularity (OLS 6.25) were also linked to a majority of studies reporting negative outcomes.
Conclusions:
- Specific oocyte dysmorphisms, notably abnormal COC morphology, vacuoles, SER clusters, and granularity, are associated with a prevalence of negative outcomes in assisted reproduction.
- These findings underscore the importance of evaluating oocyte morphology for predicting IVF success.
- Further research may refine morphological assessment criteria for improved ART efficacy.

