Muñoz M, Uyar A, Correia E, Díez C, Fernandez-Gonzalez A, Caamaño J N, Martínez-Bello D, Trigal B, Humblot P, Ponsart C, Guyader-Joly C, Carrocera S, Martin D, Marquant Le Guienne B, Seli E, Gomez E
Centro de Biotecnología Animal-Servicio Regional de Investigación y Desarrollo Agroalimentario (SERIDA), Camino de Rioseco 1225, La Olla - Deva, 33394 Gijón, Asturias, Spain.
Department of Obstetrics, Gynecology, and Reproductive Sciences, Yale School of Medicine, 310 Cedar street, LSOG 304B, New Haven, CT 06520; Department of Computer Engineering, Okan University, Tuzla Kampusu, 34959, Tuzla, Istanbul, Turkey.
J Dairy Sci. 2014 Sep;97(9):5497-507. doi: 10.3168/jds.2014-8067. Epub 2014 Jul 3.
We analyzed embryo culture medium (CM) and recipient blood plasma using Fourier transform infrared (FTIR) metabolomics to predict pregnancy outcome. Individually cultured, in vitro-produced (IVP) blastocysts were transferred to recipients as fresh and vitrified-warmed. Spent CM and plasma samples were evaluated using FTIR. The discrimination capability of the classifiers was assessed for accuracy, sensitivity (pregnancy), specificity (nonpregnancy), and area under the receiver operator characteristic curve (AUC). Within all IVP fresh embryos (birth rate=52%), high AUC were obtained at birth, especially with expanded blastocysts (CM: 0.80±0.053; plasma: 0.89±0.034). The AUC of vitrified IVP embryos (birth rate = 31%) were 0.607±0.038 (CM, expanded blastocysts) and 0.672±0.023 (plasma, all stages). Recipient plasma generally predicted pregnancy outcome better than did embryo CM. Embryos and recipients with improved pregnancy viability were identified, which could increase the economic benefit to the breeding industry.
我们使用傅里叶变换红外(FTIR)代谢组学分析胚胎培养基(CM)和受体血浆,以预测妊娠结局。将单独培养的体外生产(IVP)囊胚作为新鲜和玻璃化复温后的胚胎移植给受体。使用FTIR评估废弃的CM和血浆样本。评估分类器的判别能力,包括准确性、敏感性(妊娠)、特异性(未妊娠)和受试者工作特征曲线下面积(AUC)。在所有IVP新鲜胚胎中(出生率=52%),出生时获得了较高的AUC,尤其是扩张囊胚(CM:0.80±0.053;血浆:0.89±0.034)。玻璃化IVP胚胎(出生率=31%)的AUC分别为0.607±0.038(CM,扩张囊胚)和0.672±0.023(血浆,所有阶段)。受体血浆通常比胚胎CM能更好地预测妊娠结局。识别出妊娠活力提高的胚胎和受体,这可以增加对养殖业的经济效益。