Cargando…

Personalized prediction of the secondary oocytes number after ovarian stimulation: A machine learning model based on clinical and genetic data

Controlled ovarian stimulation is tailored to the patient based on clinical parameters but estimating the number of retrieved metaphase II (MII) oocytes is a challenge. Here, we have developed a model that takes advantage of the patient’s genetic and clinical characteristics simultaneously for predi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zieliński, Krystian, Pukszta, Sebastian, Mickiewicz, Małgorzata, Kotlarz, Marta, Wygocki, Piotr, Zieleń, Marcin, Drzewiecka, Dominika, Drzyzga, Damian, Kloska, Anna, Jakóbkiewicz-Banecka, Joanna
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2023
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10138216/ https://www.ncbi.nlm.nih.gov/pubmed/37104276 http://dx.doi.org/10.1371/journal.pcbi.1011020

Ejemplares similares

Effects of flavonoids on glycosaminoglycan synthesis: implications for substrate reduction therapy in Sanfilippo disease and other mucopolysaccharidoses
por: Kloska, Anna, et al.
Publicado: (2011)

Evaluating the risk of endometriosis based on patients’ self-assessment questionnaires
por: Zieliński, Krystian, et al.
Publicado: (2023)

Lipids and Lipid Mediators Associated with the Risk and Pathology of Ischemic Stroke
por: Kloska, Anna, et al.
Publicado: (2020)

Murine Fibroblasts and Primary Hepatocytes as Tools When Studying the Efficacy of Potential Therapies for Mucopolysaccharidosis Type I
por: Węsierska, Magdalena, et al.
Publicado: (2022)

Lipophagy and Lipolysis Status in Lipid Storage and Lipid Metabolism Diseases
por: Kloska, Anna, et al.
Publicado: (2020)

The Role of Dimethyl Sulfoxide (DMSO) in Gene Expression Modulation and Glycosaminoglycan Metabolism in Lysosomal Storage Disorders on an Example of Mucopolysaccharidosis
por: Moskot, Marta, et al.
Publicado: (2019)

X-chromosome inactivation patterns depend on age and tissue but not conception method in humans
por: Juchniewicz, Patrycja, et al.
Publicado: (2023)

Synthetic genistein derivatives as modulators of glycosaminoglycan storage
por: Kloska, Anna, et al.
Publicado: (2012)

Dosage Compensation in Females with X-Linked Metabolic Disorders
por: Juchniewicz, Patrycja, et al.
Publicado: (2021)

Global Changes of 5-mC/5h-mC Ratio and Methylation of Adiponectin and Leptin Gene in Placenta Depending on Mode of Delivery
por: Słabuszewska-Jóźwiak, Aneta, et al.
Publicado: (2021)

Cellular and Gene Expression Response to the Combination of Genistein and Kaempferol in the Treatment of Mucopolysaccharidosis Type I
por: Węsierska, Magdalena, et al.
Publicado: (2022)

Corrigendum: Modulation of expression of genes involved in glycosaminoglycan metabolism and lysosome biogenesis by flavonoids
por: Moskot, Marta, et al.
Publicado: (2016)

Modulation of expression of genes involved in glycosaminoglycan metabolism and lysosome biogenesis by flavonoids
por: Moskot, Marta, et al.
Publicado: (2015)

Corrigendum: Modulation of expression of genes involved in glycosaminoglycan metabolism and lysosome biogenesis by flavonoids
por: Moskot, Marta, et al.
Publicado: (2016)

Factors and processes modulating phenotypes in neuronopathic lysosomal storage diseases
por: Jakóbkiewicz-Banecka, Joanna, et al.
Publicado: (2013)

Genistein-mediated inhibition of glycosaminoglycan synthesis, which corrects storage in cells of patients suffering from mucopolysaccharidoses, acts by influencing an epidermal growth factor-dependent pathway
por: Jakóbkiewicz-Banecka, Joanna, et al.
Publicado: (2009)

Prevalence of polymorphisms in OPG, RANKL and RANK as potential markers for Charcot arthropathy development
por: Bruhn-Olszewska, Bożena, et al.
Publicado: (2017)

Models in the Research Process of Psoriasis
por: Bocheńska, Katarzyna, et al.
Publicado: (2017)

Abnormal Sphingolipid World in Inflammation Specific for Lysosomal Storage Diseases and Skin Disorders
por: Moskot, Marta, et al.
Publicado: (2018)

The model homologue of the partially defective human 5,10-methylenetetrahydrofolate reductase, considered as a risk factor for stroke due to increased homocysteine level, can be protected and reactivated by heat shock proteins
por: Grabowski, Michał, et al.
Publicado: (2016)

Effect of Silicone on the Collagen Fibrillogenesis and Stability
por: Kadziński, Leszek, et al.
Publicado: (2015)

Effects of flavonoids on expression of genes involved in cell cycle regulation and DNA replication in human fibroblasts
por: Moskot, Marta, et al.
Publicado: (2015)

Activities of genes controlling sphingolipid metabolism in human fibroblasts treated with flavonoids
por: Moskot, Marta, et al.
Publicado: (2015)

What Number of Oocytes Is Appropriate for Defining Poor Ovarian Response?
por: Kim, Seul Ki, et al.
Publicado: (2015)

Nomogram to predict the number of oocytes retrieved in controlled ovarian stimulation
por: Moon, Kyoung Yong, et al.
Publicado: (2016)

Nonsteroidal anti-inflammatory drugs modulate cellular glycosaminoglycan synthesis by affecting EGFR and PI3K signaling pathways
por: Mozolewski, Paweł, et al.
Publicado: (2017)

Ovarian tissue cryopreservation followed by controlled ovarian stimulation and pick-up of mature oocytes does not impair the number or quality of retrieved oocytes
por: Dolmans, Marie-Madeleine, et al.
Publicado: (2014)

Mitochondrial DNA Copy Number in Cleavage Stage Human Embryos—Impact on Infertility Outcome
por: Podolak, Amira, et al.
Publicado: (2022)

Predicting the number of oocytes retrieved from controlled ovarian hyperstimulation with machine learning
por: Ferrand, Timothy, et al.
Publicado: (2023)

Atypical microbial infections of digestive tract may contribute to diarrhea in mucopolysaccharidosis patients: a MPS I case study
por: Węgrzyn, Grzegorz, et al.
Publicado: (2005)

Impact of isoflavone genistein on psoriasis in in vivo and in vitro investigations
por: Bocheńska, Katarzyna, et al.
Publicado: (2021)

The mRNA level of the transforming growth factor β1 gene, but not the amount of the gene product, can be considered as a potential prognostic parameter in inflammatory bowel diseases in children
por: Liberek, Anna, et al.
Publicado: (2012)

Glyphosate dose modulates the uptake of inorganic phosphate by freshwater cyanobacteria
por: Drzyzga, Damian, et al.
Publicado: (2017)

Analytical insight into degradation processes of aminopolyphosphonates as potential factors that induce cyanobacterial blooms
por: Drzyzga, Damian, et al.
Publicado: (2017)

Drug-resistant epilepsia and fulminant valproate liver toxicity. Alpers-Huttenlocher syndrome in two children confirmed post mortem by identification of p.W748S mutation in POLG gene
por: Pronicka, Ewa, et al.
Publicado: (2011)

Lysosome Alterations in the Human Epithelial Cell Line HaCaT and Skin Specimens: Relevance to Psoriasis
por: Bocheńska, Katarzyna, et al.
Publicado: (2019)

Correction: Bocheńska, K. et al. Lysosome Alterations in the Human Epithelial Cell Line HaCaT and Skin Specimens: Relevance to Psoriasis. Int. J. Mol. Sci. 2019, 20, 2255
por: Bocheńska, Katarzyna, et al.
Publicado: (2020)

Molecular action of isoflavone genistein in the human epithelial cell line HaCaT
por: Smolińska, Elwira, et al.
Publicado: (2018)

Significance and Roles of Proteus spp. Bacteria in Natural Environments
por: Drzewiecka, Dominika
Publicado: (2016)

The prevailing O serogroups among the serologically differentiated clinical Proteus spp. strains in central Poland
por: Drzewiecka, Dominika, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_h17a3at664p03agra62b6rp30h