Gene profiles of peripheral white blood cells as potential predictors of pregnancy in embryo-recipient heifers

The bovine endometrium undergoes cellular, molecular, and functional changes to support embryo survival and development to term. These changes involve a finely coordinated series of events at both local and systemic levels. We postulated that circulating white blood cells (WBCs) could provide valuable biomarkers for predicting pregnancy success in heifers undergoing embryo transfer, when, sampled during both a preconception cycle and a conception cycle, before embryo transfer takes place. WBCs were isolated using PAXgene Blood RNA tubes collected from Holstein-Friesian heifers on Days 7 and 14 of a preconception estrous cycle (PCD7 and PCD14) and, after a rest cycle, on Day 7 of the subsequent estrous cycle (1ETD7) just before embryo transfer. Circulating progesterone and estrogens were assayed and pregnancy was confirmed by either uterine flushing and conceptus collection on Day 18 post-estrus, or the delivery of a healthy calf. Using a custom bovine gene expression microarray representing 19,479 unique transcript, comparison of transcriptomes between heifers classified as non-pregnant or pregnant revealed 1,240, 896 and 1,023 differentially expressed genes (DEGs) at PCD7, PCD14 and 1ETD7 respectively. Our bioinformatics analyses revealed that pregnancy failure after embryo transfer was associated with upstream regulators, biological functions, canonical pathways and gene networks related to inflammation, immunity, apoptosis and cell death regulation, cell proliferation, membrane compounds, lipid metabolism, oxygen transport and ions transport. The heifers classified as non-pregnant showed significant increased transcripts levels of PTGR1 at the three time points (PCD7, PCD14 and 1ETD7), AIF1 at PCD14, FNDC3B, IL15 and SERPINE1 at 1ETD7. Our findings highlight the potential of peripheral WBCs as a non-invasive source of biomarkers for predicting pregnancy outcomes, offering promising insights for improving pregnancy success when reproductive biotechnologies are used in mammalian females.

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PLoS ONE
Published
2025-09-15
DOI
https://doi.org/10.1371/journal.pone.0330701
Primary Topic
Reproductive System and Pregnancy
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article
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0.00

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article

Gene profiles of peripheral white blood cells as potential predictors of pregnancy in embryo-recipient heifers

Doulaye Dembélé, Hans‐Joachim Schuberth, Christophe Richard, David G. Smith et al.
PLoS ONE
Reproductive System and Pregnancy
article

Gene profiles of peripheral white blood cells as potential predictors of pregnancy in embryo-recipient heifers

Doulaye Dembélé, Hans‐Joachim Schuberth, Christophe Richard, David G. Smith, Peter Zieger, I. Martin Sheldon, M. Meyerholz, Mariam Raliou, Isabelle Dieuzy-Labaye, Pascale Chavatte-Palmer, Maike Heppelmann, Marion Schmicke, Kirsten Mense, Olivier Sandra
article en

Abstract

The bovine endometrium undergoes cellular, molecular, and functional changes to support embryo survival and development to term. These changes involve a finely coordinated series of events at both local and systemic levels. We postulated that circulating white blood cells (WBCs) could provide valuable biomarkers for predicting pregnancy success in heifers undergoing embryo transfer, when, sampled during both a preconception cycle and a conception cycle, before embryo transfer takes place. WBCs were isolated using PAXgene Blood RNA tubes collected from Holstein-Friesian heifers on Days 7 and 14 of a preconception estrous cycle (PCD7 and PCD14) and, after a rest cycle, on Day 7 of the subsequent estrous cycle (1ETD7) just before embryo transfer. Circulating progesterone and estrogens were assayed and pregnancy was confirmed by either uterine flushing and conceptus collection on Day 18 post-estrus, or the delivery of a healthy calf. Using a custom bovine gene expression microarray representing 19,479 unique transcript, comparison of transcriptomes between heifers classified as non-pregnant or pregnant revealed 1,240, 896 and 1,023 differentially expressed genes (DEGs) at PCD7, PCD14 and 1ETD7 respectively. Our bioinformatics analyses revealed that pregnancy failure after embryo transfer was associated with upstream regulators, biological functions, canonical pathways and gene networks related to inflammation, immunity, apoptosis and cell death regulation, cell proliferation, membrane compounds, lipid metabolism, oxygen transport and ions transport. The heifers classified as non-pregnant showed significant increased transcripts levels of PTGR1 at the three time points (PCD7, PCD14 and 1ETD7), AIF1 at PCD14, FNDC3B, IL15 and SERPINE1 at 1ETD7. Our findings highlight the potential of peripheral WBCs as a non-invasive source of biomarkers for predicting pregnancy outcomes, offering promising insights for improving pregnancy success when reproductive biotechnologies are used in mammalian females.

PLoS ONEVol. 20(9)
Centre National de la Recherche Scientifique (FR), Inserm (FR), École Nationale Vétérinaire d'Alfort (FR), University of Veterinary Medicine Hannover, Foundation (DE), Université de Versailles Saint-Quentin-en-Yvelines (FR), Université Paris-Saclay (FR), Swansea University (GB), Institut de génétique et de biologie moléculaire et cellulaire (FR), Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (FR), ROM Technik (Germany) (DE), Zoetis (Belgium) (BE), Oldham Council (GB), Biologie de la Reproduction, Environnement, Epigénétique et Développement (FR), Ludwig-Maximilians-Universität München (DE)
Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement, Directorate for Biological Sciences, Institute of Genetics
Openalex Percentile: Top 74%
Reproductive System and Pregnancy
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