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Simple and Fast Prediction of Gestational Diabetes Mellitus Based on Machine Learning and Near-Infrared Spectra of Serum: A Proof of Concept Study at Different Stages of Pregnancy.
Mennickent D, Romero-Albornoz L, Gutiérrez-Vega S, Aguayo C, Marini F, Guzmán-Gutiérrez E, Araya J. Mennickent D, et al. Among authors: gutierrez vega s. Biomedicines. 2024 May 21;12(6):1142. doi: 10.3390/biomedicines12061142. Biomedicines. 2024. PMID: 38927349 Free PMC article.
High levels of maternal total tri-iodothyronine, and low levels of fetal free L-thyroxine and total tri-iodothyronine, are associated with altered deiodinase expression and activity in placenta with gestational diabetes mellitus.
Gutiérrez-Vega S, Armella A, Mennickent D, Loyola M, Covarrubias A, Ortega-Contreras B, Escudero C, Gonzalez M, Alcalá M, Ramos MDP, Viana M, Castro E, Leiva A, Guzmán-Gutiérrez E. Gutiérrez-Vega S, et al. PLoS One. 2020 Nov 24;15(11):e0242743. doi: 10.1371/journal.pone.0242743. eCollection 2020. PLoS One. 2020. PMID: 33232364 Free PMC article. Clinical Trial.
Maternal thyroid profile in first and second trimester of pregnancy is correlated with gestational diabetes mellitus through machine learning.
Araya J, Rodriguez A, Lagos-SanMartin K, Mennickent D, Gutiérrez-Vega S, Ortega-Contreras B, Valderrama-Gutiérrez B, Gonzalez M, Farías-Jofré M, Guzmán-Gutiérrez E. Araya J, et al. Among authors: gutierrez vega s. Placenta. 2021 Jan 1;103:82-85. doi: 10.1016/j.placenta.2020.10.015. Epub 2020 Oct 17. Placenta. 2021. PMID: 33099203
Antioxidants and Oxidative Stress: Focus in Obese Pregnancies.
Alcala M, Gutierrez-Vega S, Castro E, Guzman-Gutiérrez E, Ramos-Álvarez MP, Viana M. Alcala M, et al. Among authors: gutierrez vega s. Front Physiol. 2018 Nov 6;9:1569. doi: 10.3389/fphys.2018.01569. eCollection 2018. Front Physiol. 2018. PMID: 30459642 Free PMC article.