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Saenz-de-Juano MD, Silvestrelli G, Ulbrich SE. One-week storage of refrigerated bovine milk does not affect the size, concentration, or molecular properties of extracellular vesicles. J Dairy Sci 2024; 107:1164-1174. [PMID: 37709026 DOI: 10.3168/jds.2023-23726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 08/09/2023] [Indexed: 09/16/2023]
Abstract
Milk extracellular vesicles (EV) have gained extensive attention as promising diagnostic and therapeutic tools. Pre-analytical raw milk storage at low temperatures is an ordinary and usually necessary step after sample collection. It is known that direct freezing of unprocessed whole milk contaminates the native pool of milk EV with other cell structures. However, less evidence is available regarding prolonged cooling at 4°C. The current study assessed whether pre-analytical storage of bovine raw milk for several days affected EV isolation and further analysis. To confirm the independence from the health status of the mammary gland, we analyzed milk samples stored at 4°C for 1, 2, 3, and 7 d past collection, respectively, from 2 quarters of the same cow with different somatic cell counts (SCC). Seven days of refrigeration did not change the milk EV size, concentration, or morphology. We did not detect any changes in the EV cargo regarding the amount of protein and RNA, nor in the specific EV markers TSG101, CD9, and CD81 in milk from quarters with high and low SCC. Overall, we observed fewer CD81 and CD9 markers in quarters with high SCC. Moreover, we found no reduction in the mastitis-related miRNA bta-miR-223-3p, suggesting that refrigeration for several days up to 1 wk is a possible storage option compatible with further EV analyses. The findings of this study enhance the confidence that milk EV are highly stable in the raw milk matrix.
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Affiliation(s)
- Mara D Saenz-de-Juano
- ETH Zurich, Animal Physiology, Institute of Agricultural Sciences, 8092 Zurich, Switzerland
| | - Giulia Silvestrelli
- ETH Zurich, Animal Physiology, Institute of Agricultural Sciences, 8092 Zurich, Switzerland
| | - Susanne E Ulbrich
- ETH Zurich, Animal Physiology, Institute of Agricultural Sciences, 8092 Zurich, Switzerland.
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Sachs MK, Makieva S, Velasco Gil A, Xie M, Ille F, Salvadori V, Schmidhauser M, Saenz-de-Juano MD, Ulbrich SE, Leeners B. Transcriptomic signature of luteinized cumulus cells of oocytes developing to live birth after women received intracytoplasmic sperm injection. F S Sci 2024; 5:24-38. [PMID: 38036000 DOI: 10.1016/j.xfss.2023.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 11/20/2023] [Accepted: 11/21/2023] [Indexed: 12/02/2023]
Abstract
OBJECTIVE To compare the transcriptome of human cumulus cells (CCs) from oocytes with different outcomes (pregnancy yes/no, live birth [LB] yes/no), to identify noninvasive biomarkers for oocyte selection as well as new therapeutic targets to increase LB rates from assisted reproductive technologies (ART). DESIGN Retrospective observational study. SETTINGS This study was conducted at a University Hospital in Switzerland. PATIENTS Subfertile couples undergoing controlled ovarian superstimulation and intracytoplasmic sperm injection with subsequent unbiopsied embryo transfer below the female age of 43 years. INTERVENTION(S) RNA sequencing of CCs from oocytes results in a pregnancy, no pregnancy, LB, or no LB. MAIN OUTCOME MEASURES Differential gene expression (DEG) between CCs of oocytes results in "no pregnancy" vs. "pregnancy" and "pregnancy only" vs. "live birth." RESULTS Although RNA sequencing did not reveal DEGs when comparing the transcriptomic profiles of the groups "no pregnancy" with "pregnancy," we identified 139 DEGs by comparing "pregnancy only" with "live birth," of which 28 belonged to clusters relevant to successful ART outcomes (i.e., CTGF, SERPINE2, PCK1, HHIP, HS3ST, and BIRC5). A functional enrichment analysis revealed that the transcriptome of CCs associated with LB depicts pathways of extracellular matrix, inflammatory cascades leading to ovulation, cell patterning, proliferation, and differentiation, and silencing pathways leading to apoptosis. CONCLUSION We identified a CCs transcriptomic profile associated with LB after embryo transfer that, after further validation, could serve to predict successful ART outcomes. The definition of relevant pathways of CCs related to oocyte competency contributes to a broader understanding of the cumulus oocyte complex and helps identify further therapeutic targets for improving ART success.
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Affiliation(s)
- Maike K Sachs
- Department of Reproductive Endocrinology, University Hospital Zurich, Frauenklinikstrasse, Zurich, Switzerland.
| | - Sofia Makieva
- Department of Reproductive Endocrinology, University Hospital Zurich, Frauenklinikstrasse, Zurich, Switzerland
| | - Ana Velasco Gil
- Department of Reproductive Endocrinology, University Hospital Zurich, Frauenklinikstrasse, Zurich, Switzerland
| | - Min Xie
- Department of Reproductive Endocrinology, University Hospital Zurich, Frauenklinikstrasse, Zurich, Switzerland
| | - Fabian Ille
- Center of Bioscience and Medical Engineering, Institute of Medical Engineering, Lucerne University of Applied Sciences and Arts, Obermattweg, Hergiswil, Switzerland
| | - Vincent Salvadori
- Center of Bioscience and Medical Engineering, Institute of Medical Engineering, Lucerne University of Applied Sciences and Arts, Obermattweg, Hergiswil, Switzerland
| | - Meret Schmidhauser
- ETH Zürich, Animal Physiology, Institute of Agricultural Sciences, Universitätsstrasse Zurich, Switzerland
| | - Mara D Saenz-de-Juano
- ETH Zürich, Animal Physiology, Institute of Agricultural Sciences, Universitätsstrasse Zurich, Switzerland
| | - Susanne E Ulbrich
- ETH Zürich, Animal Physiology, Institute of Agricultural Sciences, Universitätsstrasse Zurich, Switzerland
| | - Brigitte Leeners
- Department of Reproductive Endocrinology, University Hospital Zurich, Frauenklinikstrasse, Zurich, Switzerland
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Saenz-de-Juano MD, Silvestrelli G, Ulbrich SE. Circadian Rhythm Does Not Affect the miRNA Cargo of Bovine Raw Milk Extracellular Vesicles. Int J Mol Sci 2023; 24:10210. [PMID: 37373358 DOI: 10.3390/ijms241210210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 06/06/2023] [Accepted: 06/08/2023] [Indexed: 06/29/2023] Open
Abstract
Extracellular vesicles (EVs) and their microRNA (miRNA) cargo have been proposed as possible mammary gland health biomarkers in cattle. However, throughout the day, the biologically active milk components, such as miRNAs, may change due to the dynamic nature of milk. The current study aimed to evaluate the circadian fluctuation of milk EVs miRNA cargo to assess the feasibility of milk EVs as future biomarkers for mammary gland health management. Milk from four healthy dairy cows was collected for four consecutive days in the two daily milking sessions in the morning and the evening. The isolated EVs were heterogeneous, intact, and carried the EV protein markers CD9, CD81, and TSG101, as shown by transmission electron microscopy and western blot. The miRNA sequencing results demonstrate that the abundance of miRNA cargo in milk EVs remained stable, unlike other milk components, such as somatic cells, that changed during milking sessions. These findings indicated that the miRNA cargo within milk EVs remains stable irrespective of the time of day, suggesting their potential utility as diagnostic markers for mammary gland health.
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Affiliation(s)
- Mara D Saenz-de-Juano
- ETH Zurich, Animal Physiology, Institute of Agricultural Sciences, 8092 Zurich, Switzerland
| | - Giulia Silvestrelli
- ETH Zurich, Animal Physiology, Institute of Agricultural Sciences, 8092 Zurich, Switzerland
| | - Susanne E Ulbrich
- ETH Zurich, Animal Physiology, Institute of Agricultural Sciences, 8092 Zurich, Switzerland
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Marcinkevics R, Silva PN, Hankele AK, Dörnte C, Kadelka S, Csik K, Godbersen S, Goga A, Hasenöhrl L, Hirschi P, Kabakci H, LaPierre MP, Mayrhofer J, Title AC, Shu X, Baiioud N, Bernal S, Dassisti L, Saenz-de-Juano MD, Schmidhauser M, Silvestrelli G, Ulbrich SZ, Ulbrich TJ, Wyss T, Stekhoven DJ, Al-Quaddoomi FS, Yu S, Binder M, Schultheiβ C, Zindel C, Kolling C, Goldhahn J, Seighalani BK, Zjablovskaja P, Hardung F, Schuster M, Richter A, Huang YJ, Lauer G, Baurmann H, Low JS, Vaqueirinho D, Jovic S, Piccoli L, Ciesek S, Vogt JE, Sallusto F, Stoffel M, Ulbrich SE. Machine learning analysis of humoral and cellular responses to SARS-CoV-2 infection in young adults. Front Immunol 2023; 14:1158905. [PMID: 37313411 PMCID: PMC10258347 DOI: 10.3389/fimmu.2023.1158905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 05/09/2023] [Indexed: 06/15/2023] Open
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) induces B and T cell responses, contributing to virus neutralization. In a cohort of 2,911 young adults, we identified 65 individuals who had an asymptomatic or mildly symptomatic SARS-CoV-2 infection and characterized their humoral and T cell responses to the Spike (S), Nucleocapsid (N) and Membrane (M) proteins. We found that previous infection induced CD4 T cells that vigorously responded to pools of peptides derived from the S and N proteins. By using statistical and machine learning models, we observed that the T cell response highly correlated with a compound titer of antibodies against the Receptor Binding Domain (RBD), S and N. However, while serum antibodies decayed over time, the cellular phenotype of these individuals remained stable over four months. Our computational analysis demonstrates that in young adults, asymptomatic and paucisymptomatic SARS-CoV-2 infections can induce robust and long-lasting CD4 T cell responses that exhibit slower decays than antibody titers. These observations imply that next-generation COVID-19 vaccines should be designed to induce stronger cellular responses to sustain the generation of potent neutralizing antibodies.
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Affiliation(s)
| | | | | | - Charlyn Dörnte
- Miltenyi Biotec B.V. & Co. KG, Bergisch Gladbach, Germany
| | - Sarah Kadelka
- Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland
| | - Katharina Csik
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
| | - Svenja Godbersen
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
| | - Algera Goga
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
| | - Lynn Hasenöhrl
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
| | - Pascale Hirschi
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
| | - Hasan Kabakci
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
| | - Mary P. LaPierre
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
| | - Johanna Mayrhofer
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
| | | | - Xuan Shu
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
| | - Nouell Baiioud
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | - Sandra Bernal
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | - Laura Dassisti
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | | | - Meret Schmidhauser
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | - Giulia Silvestrelli
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | - Simon Z. Ulbrich
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | - Thea J. Ulbrich
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | - Tamara Wyss
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | - Daniel J. Stekhoven
- NEXUS Personalized Health Technologies, Zurich & SIB Swiss Institute of Bioinformatics, ETH Zurich, Lausanne, Switzerland
| | - Faisal S. Al-Quaddoomi
- NEXUS Personalized Health Technologies, Zurich & SIB Swiss Institute of Bioinformatics, ETH Zurich, Lausanne, Switzerland
| | - Shuqing Yu
- NEXUS Personalized Health Technologies, Zurich & SIB Swiss Institute of Bioinformatics, ETH Zurich, Lausanne, Switzerland
| | - Mascha Binder
- Department of Internal Medicine IV, Oncology/Hematology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Christoph Schultheiβ
- Department of Internal Medicine IV, Oncology/Hematology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Claudia Zindel
- Department of Health Science, Translational Medicine, ETH Zurich, Zurich, Switzerland
| | - Christoph Kolling
- Department of Health Science, Translational Medicine, ETH Zurich, Zurich, Switzerland
| | - Jörg Goldhahn
- Department of Health Science, Translational Medicine, ETH Zurich, Zurich, Switzerland
| | | | | | - Frank Hardung
- Miltenyi Biotec B.V. & Co. KG, Bergisch Gladbach, Germany
| | - Marc Schuster
- Miltenyi Biotec B.V. & Co. KG, Bergisch Gladbach, Germany
| | - Anne Richter
- Miltenyi Biotec B.V. & Co. KG, Bergisch Gladbach, Germany
| | - Yi-Ju Huang
- Miltenyi Biotec B.V. & Co. KG, Bergisch Gladbach, Germany
| | - Gereon Lauer
- Miltenyi Biotec B.V. & Co. KG, Bergisch Gladbach, Germany
| | | | - Jun Siong Low
- Institute for Research in Biomedicine, Università della Svizzera Italiana, Bellinzona, Switzerland
| | - Daniela Vaqueirinho
- Institute for Research in Biomedicine, Università della Svizzera Italiana, Bellinzona, Switzerland
| | - Sandra Jovic
- Institute for Research in Biomedicine, Università della Svizzera Italiana, Bellinzona, Switzerland
| | - Luca Piccoli
- Humabs BioMed SA, a Subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Sandra Ciesek
- Institute of Medical Virology, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Julia E. Vogt
- Department of Computer Science, ETH Zurich, Zurich, Switzerland
| | - Federica Sallusto
- Institute for Research in Biomedicine, Università della Svizzera Italiana, Bellinzona, Switzerland
- Medical Immunology, Institute of Microbiology, ETH Zurich, Zurich, Switzerland
| | - Markus Stoffel
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
- University Hospital Zurich, Zurich, Switzerland
| | - Susanne E. Ulbrich
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
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Greve S, Kuhn GA, Saenz-de-Juano MD, Ghosh A, von Meyenn F, Giller K. The major urinary protein gene cluster knockout mouse as a novel model for translational metabolism research. Sci Rep 2022; 12:13161. [PMID: 35915220 PMCID: PMC9343454 DOI: 10.1038/s41598-022-17195-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 07/21/2022] [Indexed: 11/09/2022] Open
Abstract
Scientific evidence suggests that not only murine scent communication is regulated by major urinary proteins, but that their expression may also vary in response to metabolism via a yet unknown mechanism. Major urinary proteins are expressed mainly in the liver, showing a sexually dimorphic pattern with substantially higher expression in males. Here, we investigate the metabolic implications of a major urinary protein knockout in twelve-week-old male and female C57BL/6N mice during ad libitum feeding. Despite both sexes of major urinary protein knockout mice displayed numerically increased body weight and visceral adipose tissue proportions compared to sex-matched wildtype mice, the main genotype-specific metabolic differences were observed exclusively in males. Male major urinary protein knockout mice exhibited plasma and hepatic lipid accumulation accompanied by a hepatic transcriptome indicating an activation of lipogenesis. These findings match the higher major urinary protein expression in male compared to female wildtype mice, suggesting a more distinct reduction in energy requirements in male compared to female major urinary protein knockout mice. The observed sex-specific anabolic phenotype confirms a role of major urinary protein in metabolism and, since major urinary proteins are not expressed in humans, suggests the major urinary protein knockout mouse as a potential alternative model for translational metabolism research which needs to be further elucidated.
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Affiliation(s)
- Sarah Greve
- Animal Nutrition, ETH Zurich, Universitaetstrasse 2, 8092, Zurich, Switzerland
| | - Gisela A Kuhn
- Institute for Biomechanics, ETH Zurich, Leopold-Ruzicka-Weg 4, 8093, Zurich, Switzerland
| | | | - Adhideb Ghosh
- Laboratory of Nutrition and Metabolic Epigenetics, ETH Zurich, Schorenstrasse 16, 8603, Schwerzenbach, Switzerland
| | - Ferdinand von Meyenn
- Laboratory of Nutrition and Metabolic Epigenetics, ETH Zurich, Schorenstrasse 16, 8603, Schwerzenbach, Switzerland
| | - Katrin Giller
- Animal Nutrition, ETH Zurich, Universitaetstrasse 2, 8092, Zurich, Switzerland.
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Saenz-de-Juano MD, Silvestrelli G, Weber A, Röhrig C, Schmelcher M, Ulbrich SE. Inflammatory Response of Primary Cultured Bovine Mammary Epithelial Cells to Staphylococcus aureus Extracellular Vesicles. Biology (Basel) 2022; 11:biology11030415. [PMID: 35336789 PMCID: PMC8944978 DOI: 10.3390/biology11030415] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 02/28/2022] [Accepted: 03/04/2022] [Indexed: 11/22/2022]
Abstract
Simple Summary Mastitis, the inflammation of the mammary gland, is one of the most common and costly diseases worldwide, and Staphylococcus aureus (S. aureus) is among the most prevalent microorganisms that cause it. To obtain new insights into S. aureus mammary gland infections, we have isolated S. aureus extracellular vesicles to challenge in vitro primary bovine mammary epithelial cells. Despite the toxic content of the vesicles, we observed only a minor pro-inflammatory response. The latter can contribute to the explanation of how S. aureus evades mammary epithelial defence mechanisms and successfully colonizes the mammary gland. Abstract In dairy cows, Staphylococcus aureus (S. aureus) is among the most prevalent microorganisms worldwide, causing mastitis, an inflammation of the mammary gland. Production of extracellular vesicles (EVs) is a common feature of S. aureus strains, which contributes to its pathogenesis by delivering bacterial effector molecules to host cells. In the current study, we evaluated the differences between five S. aureus mastitis isolates regarding their EV production. We found that different mastitis-related S. aureus strains differ in their behaviour of shedding EVs, with M5512VL producing the largest amount of EVs containing alpha-haemolysin, a strong cytotoxic agent. We stimulated primary cultured bovine mammary epithelial cells (pbMECs) with EVs from the S. aureus strain M5512VL. After 24 h of incubation, we observed a moderate increase in gene expression of tumour necrosis factor-alpha (TNF-α) but, surprisingly, a lack of an associated pronounced pro-inflammatory response. Our results contribute to understanding the damaging nature of S. aureus in its capacity to effectively affect mammary epithelial cells.
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Affiliation(s)
- Mara D. Saenz-de-Juano
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, 8092 Zurich, Switzerland; (M.D.S.-d.-J.); (G.S.); (A.W.)
| | - Giulia Silvestrelli
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, 8092 Zurich, Switzerland; (M.D.S.-d.-J.); (G.S.); (A.W.)
| | - Andres Weber
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, 8092 Zurich, Switzerland; (M.D.S.-d.-J.); (G.S.); (A.W.)
| | - Christian Röhrig
- Institute of Food, Nutrition and Health, ETH Zurich, 8092 Zurich, Switzerland; (C.R.); (M.S.)
| | - Mathias Schmelcher
- Institute of Food, Nutrition and Health, ETH Zurich, 8092 Zurich, Switzerland; (C.R.); (M.S.)
| | - Susanne E. Ulbrich
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, 8092 Zurich, Switzerland; (M.D.S.-d.-J.); (G.S.); (A.W.)
- Correspondence:
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Saenz-de-Juano MD, Silvestrelli G, Bauersachs S, Ulbrich SE. Determining extracellular vesicles properties and miRNA cargo variability in bovine milk from healthy cows and cows undergoing subclinical mastitis. BMC Genomics 2022; 23:189. [PMID: 35255807 PMCID: PMC8903571 DOI: 10.1186/s12864-022-08377-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 12/03/2021] [Indexed: 12/13/2022] Open
Abstract
Background Subclinical mastitis, the inflammation of the mammary gland lacking clinical symptoms, is one of the most prevalent and costly diseases in dairy farming worldwide. Milk microRNAs (miRNAs) encapsulated in extracellular vesicles (EVs) have been proposed as potential biomarkers of different mammary gland conditions, including subclinical mastitis. However, little is known about the robustness of EVs analysis regarding sampling time-point and natural infections. To estimate the reliability of EVs measurements in raw bovine milk, we first evaluated changes in EVs size and concentration using Tunable Resistive Pulse Sensing (TRPS) during three consecutive days of sampling. Then, we analysed daily differences in miRNA cargo using small RNA-seq. Finally, we compared milk EVs differences from naturally infected udder quarters with their healthy adjacent quarters and quarters from uninfected udders, respectively. Results We found that the milk EV miRNA cargo was very stable over the course of three days regardless of the health status of the quarter, and that infected quarters did not induce relevant changes in milk EVs of adjacent healthy quarters. Chronic subclinical mastitis induced changes in milk EV miRNA cargo, but neither in EVs size nor concentration. We observed that the changes in immunoregulatory miRNAs in quarters with chronic subclinical mastitis were cow-individual, however, the most upregulated miRNA was bta-miR-223-3p across all individuals. Conclusions Our results showed that the miRNA profile and particle size characteristics remained constant throughout consecutive days, suggesting that miRNAs packed in EVs are physiological state-specific. In addition, infected quarters were solely affected while adjacent healthy quarters remained unaffected. Finally, the cow-individual miRNA changes pointed towards infection-specific alterations. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-022-08377-z.
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Affiliation(s)
- Mara D Saenz-de-Juano
- ETH Zurich, Animal Physiology, Institute of Agricultural Sciences, 8092, Zurich, Switzerland
| | - Giulia Silvestrelli
- ETH Zurich, Animal Physiology, Institute of Agricultural Sciences, 8092, Zurich, Switzerland
| | - Stefan Bauersachs
- Institute of Veterinary Anatomy, Functional Genomics, University of Zurich, Eschikon 27, AgroVet-Strickhof, 8315, Lindau, ZH, Switzerland
| | - Susanne E Ulbrich
- ETH Zurich, Animal Physiology, Institute of Agricultural Sciences, 8092, Zurich, Switzerland.
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Saenz-de-Juano MD, Ivanova E, Romero S, Lolicato F, Sánchez F, Van Ranst H, Krueger F, Segonds-Pichon A, De Vos M, Andrews S, Smitz J, Kelsey G, Anckaert E. DNA methylation and mRNA expression of imprinted genes in blastocysts derived from an improved in vitro maturation method for oocytes from small antral follicles in polycystic ovary syndrome patients. Hum Reprod 2019; 34:1640-1649. [PMID: 31398248 DOI: 10.1093/humrep/dez121] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 06/04/2019] [Accepted: 06/17/2019] [Indexed: 11/08/2023] Open
Abstract
STUDY QUESTION Does imprinted DNA methylation or imprinted gene expression differ between human blastocysts from conventional ovarian stimulation (COS) and an optimized two-step IVM method (CAPA-IVM) in age-matched polycystic ovary syndrome (PCOS) patients? SUMMARY ANSWER No significant differences in imprinted DNA methylation and gene expression were detected between COS and CAPA-IVM blastocysts. WHAT IS KNOWN ALREADY Animal models have revealed alterations in DNA methylation maintenance at imprinted germline differentially methylated regions (gDMRs) after use of ARTs. This effect increases as more ART interventions are applied to oocytes or embryos. IVM is a minimal-stimulation ART with reduced hormone-related side effects and risks for patients. CAPA-IVM is an improved IVM system that includes a pre-maturation step (CAPA), followed by an IVM step, both in the presence of physiological compounds that promote oocyte developmental capacity. STUDY DESIGN, SIZE, DURATION For DNA methylation analysis 20 CAPA-IVM blastocysts were compared to 12 COS blastocysts. For RNA-Seq analysis a separate set of 15 CAPA-IVM blastocysts were compared to 5 COS blastocysts. PARTICIPANTS/MATERIALS, SETTING, METHODS COS embryos originated from 12 patients with PCOS (according to Rotterdam criteria) who underwent conventional ovarian stimulation. For CAPA-IVM 23 women were treated for 3-5 days with highly purified hMG (HP-hMG) and no hCG trigger was given before oocyte retrieval. Oocytes were first cultured in pre-maturation medium (CAPA for 24 h containing C-type natriuretic peptide), followed by an IVM step (30 h) in medium containing FSH and Amphiregulin. After ICSI, Day 5 or 6 embryos in both groups were vitrified and used for post-bisulphite adaptor tagging (PBAT) DNA methylation analysis or RNA-seq gene expression analysis of individual embryos. Data from specific genes and gDMRs were extracted from the PABT and RNA-seq datasets. MAIN RESULTS AND THE ROLE OF CHANCE CAPA-IVM blastocysts showed similar rates of methylation and gene expression at gDMRs compared to COS embryos. In addition, expression of major epigenetic regulators was similar between the groups. LIMITATIONS, REASONS FOR CAUTION The embryos from the COS group were generated in a range of culture media. The CAPA-IVM embryos were all generated using the same sperm donor. The DNA methylation level of gDMRs in purely in vivo-derived human blastocysts is not known. WIDER IMPLICATIONS OF THE FINDINGS A follow-up of children born after CAPA-IVM is important as it is for other new ARTs, which are generally introduced into clinical practice without prior epigenetic safety studies on human blastocysts. CAPA-IVM opens new perspectives for patient-friendly ART in PCOS. STUDY FUNDING/COMPETING INTEREST(S) IVM research at the Vrije Universiteit Brussel has been supported by grants from the Institute for the Promotion of Innovation by Science and Technology in Flanders (Agentschap voor Innovatie door Wetenschap en Technologie-IWT, project 110680), the Fund for Research Flanders (Fonds voor Wetenschappelijk Onderzoek-Vlaanderen-FWO-AL 679 project, project G.0343.13), the Belgian Foundation Against Cancer (HOPE project, Dossier C69Ref Nr 2016-119) and the Vrije Universiteit Brussel (IOF Project 4R-ART Nr 2042). Work in G.K.'s laboratory is supported by the UK Biotechnology and Biological Sciences Research Council and Medical Research Council. The authors have no conflicts of interest.
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Affiliation(s)
- M D Saenz-de-Juano
- Follicle Biology Laboratory (FOBI), UZ Brussel, Vrije Universiteit Brussel, Brussels, Belgium
- Animal Physiology, Institute of Agricultural Sciences, ETH Zurich, Switzerland
| | - E Ivanova
- Epigenetics Programme, The Babraham Institute, Cambridge, UK
| | - S Romero
- Follicle Biology Laboratory (FOBI), UZ Brussel, Vrije Universiteit Brussel, Brussels, Belgium
- Laboratory of Reproductive Biology and Fertility Preservation, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - F Lolicato
- Follicle Biology Laboratory (FOBI), UZ Brussel, Vrije Universiteit Brussel, Brussels, Belgium
- Fertilab Barcelona, Via Augusta, 237-239, Barcelona 08021, Spain
| | - F Sánchez
- Follicle Biology Laboratory (FOBI), UZ Brussel, Vrije Universiteit Brussel, Brussels, Belgium
- Laboratory of Reproductive Biology and Fertility Preservation, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - H Van Ranst
- Follicle Biology Laboratory (FOBI), UZ Brussel, Vrije Universiteit Brussel, Brussels, Belgium
| | - F Krueger
- Bioinformatics Unit, The Babraham Institute, Cambridge, UK
| | | | - M De Vos
- Follicle Biology Laboratory (FOBI), UZ Brussel, Vrije Universiteit Brussel, Brussels, Belgium
- Centre for Reproductive Medicine, UZ Brussel, Brussels 1090, Belgium
| | - S Andrews
- Bioinformatics Unit, The Babraham Institute, Cambridge, UK
| | - J Smitz
- Follicle Biology Laboratory (FOBI), UZ Brussel, Vrije Universiteit Brussel, Brussels, Belgium
| | - G Kelsey
- Epigenetics Programme, The Babraham Institute, Cambridge, UK
| | - E Anckaert
- Follicle Biology Laboratory (FOBI), UZ Brussel, Vrije Universiteit Brussel, Brussels, Belgium
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Saenz-de-Juano MD, Billooye K, Smitz J, Anckaert E. The loss of imprinted DNA methylation in mouse blastocysts is inflicted to a similar extent by in vitro follicle culture and ovulation induction. Mol Hum Reprod 2016; 22:427-41. [PMID: 26908643 DOI: 10.1093/molehr/gaw013] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2015] [Accepted: 01/29/2016] [Indexed: 12/24/2022] Open
Abstract
STUDY HYPOTHESIS Does in vitro follicle culture (IFC) have an effect on maintenance of imprinted DNA methylation in preimplantation mouse embryos? STUDY FINDING We report similar alterations in the methylation pattern of H19 imprinted maternally expressed transcript (H19), small nuclear ribonucleoprotein polypeptide N (Snrpn) and mesoderm specific transcript (Mest) imprinted genes in mouse blastocysts obtained after ovulation induction and IFC. Furthermore, we observed no differences in the gene expression of maternal effect proteins related with imprinting maintenance between superovulated in vivo grown or IFC oocytes. WHAT IS KNOWN ALREADY Assisted reproductive technology is associated with adverse post-natal outcomes such as increased risk of premature birth, altered birthweight, congenital anomalies and genomic imprinting syndromes in human and in animal models. Previous studies have shown that ovulation induction allowed normal imprinting establishment in mouse oocytes, but interfered with imprinting maintenance during preimplantation . Normal imprinting establishment was also observed in mouse oocytes derived from a standardized IFC from the early pre-antral follicle stage. STUDY DESIGN, SAMPLES/MATERIALS, METHODS The methylation profiles of differentially methylated regions (DMRs) of three key imprinted genes (H19, Snrpn and Mest) were compared at hatched blastocyst stage between embryos obtained from IFC or superovulated oocytes, each subjected to IVF and preimplantation in vitro culture (IVC); in non-manipulated in vivo produced late blastocyst (control) and in in vivo produced 2-cell embryos that were in vitro cultured until the hatched blastocyst stage (to assess the effect of IVC). Two different mice strains (Mus musculus C57BL/6J X CBA/Ca and Mus musculus B6 (CAST7)) were used to discriminate between maternal and paternal alleles of imprinted genes. Additionally, a limiting-dilution bisulfite-sequencing technique was carried out on individual embryos in order to avoid amplification bias. To assess whether IFC and ovulation induction differentially affect the mRNA expression of imprinting maintenance genes in the oocyte, a comparison of DNA methyltransferase 1 (Dnmt1o), methyl-CpG binding domain protein 3 (MBD3) and developmental pluripotency-associated 3 (Dppa3) was performed by qPCR between in vivo and in vitro grown oocytes at the germinal vesicle and metaphase II (MII) stage. MAIN RESULTS AND THE ROLE OF CHANCE Results showed a loss of global imprinted DNA methylation in all in vitro manipulated embryos, due to an increase in the amount of abnormal alleles (<50% methylated). Importantly, there were no differences in blastocysts obtained from IFC and ovulation induction. Moreover, similar mRNA expression levels for Dnmt1o, MBD3 and Dppa3 genes were observed in IFC and stimulated oocytes. LIMITATIONS, REASONS FOR CAUTION The methylation analysis was restricted to a number of well-selected imprinted genes. Future studies need to determine whether ovulation induction and IFC affect maternal effect factors at the protein level. WIDER IMPLICATIONS OF THE FINDINGS In vitro maturation of oocytes (IVM) is a patient-friendly alternative to conventional ovarian stimulation in PCOS patients. IFC is an emerging technology in human oncofertility. The results of this study show for the first time that in vitro oocyte culture induces no additional epigenetic alterations compared with conventional ovulation induction, at least for imprinted genes at the hatched blastocyst stage. The mouse IFC system can be used to test the sensitivity of the oocyte during its growth and maturation to several nutritional, metabolic and hormonal conditions possibly linked to epigenetic alterations. LARGE SCALE DATA N/A. STUDY FUNDING AND COMPETING INTERESTS This study received funding by Strategic Research Programs-Groeiers (OZR/2014/97), IWT/TBM/110680 and by UZ Brussel Fonds Willy Gepts (WFWG 2013). There is no conflict of interest.
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Affiliation(s)
- M D Saenz-de-Juano
- Follicle Biology Laboratory, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090 Brussels, Belgium
| | - K Billooye
- Follicle Biology Laboratory, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090 Brussels, Belgium
| | - J Smitz
- Follicle Biology Laboratory, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090 Brussels, Belgium
| | - E Anckaert
- Follicle Biology Laboratory, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090 Brussels, Belgium
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10
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Vicente JS, Parrilla-Ocon A, Saenz-de-Juano MD, Naturil-Alfonso C, Marco-Jiménez F. First steps of in vitro gastrulation in rabbit vitrified embryos. Cryo Letters 2015; 36:128-136. [PMID: 26017292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
BACKGROUND The in vitro rabbit embryo production and their cryopreservation methodologies such as vitrification generate less viable embryos, and occasionally, with significant differences from those that are not subjected to any treatment. Besides, in vitrified rabbit embryos little information is available about exactly when and where begin to emerge the first differences that finally result in foetal losses comparing with non-vitrified embryos. OBJECTIVE The aim of this study was to evaluate the vitrification effects on the early in vitro gastrulation events. MATERIALS AND METHODS After oviductal transfers of vitrified and non-vitrified embryos (control) in rabbit recipients, blastocysts from 144h (6-day-old) were recovered and cultured into TCM199 supplemented with rabbit homologous serum media for 48 hours. Gastrula stage and measures of perimeter and area of blastocyst and gastrula were noted. Moreover, eight independent pools consisting of six embryos each one were generated for each experimental group (control and vitrified) and total RNA was isolated to study the OCT4 gene expression. RESULTS Of 151 control and 164 vitrified morulae transferred, 69.5 % and 70.1 % developed in vivo to 6-day-old blastocyst respectively. After 24 hour of in vitro culture, 41.8 % of vitrified blastocyst had begun the neurulation (stage 5-) versus 22.8 % of control group. Nevertheless, the vitrified group showed the highest percentage of collapsed blastocyst at 48 hours (26.8 %). Non morphometric differences differences were observed in perimeter and area of blastocyst and gastrula between control and vitrified group at 0 and 24 hours. By contrast, perimeter and gastrula areas were slightly higher for the vitrified group than those for the control group at 48 hours of in vitro culture. CONCLUSION The study reveal the existence of the first morphological differences in vitrified blastocysts of 7 and 8-day-old, marked by a further development of gastrulation in the vitrified group.
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Affiliation(s)
- J S Vicente
- Instituto de Ciencia y Tecnología Animal, Universidad Politécnica de Valencia Valencia, Spain
| | - A Parrilla-Ocon
- Instituto de Ciencia y Tecnología Animal, Universidad Politécnica de Valencia Valencia, Spain
| | - M D Saenz-de-Juano
- Instituto de Ciencia y Tecnología Animal, Universidad Politécnica de Valencia Valencia, Spain
| | - C Naturil-Alfonso
- Instituto de Ciencia y Tecnología Animal, Universidad Politécnica de Valencia Valencia, Spain
| | - F Marco-Jiménez
- Instituto de Ciencia y Tecnología Animal, Universidad Politécnica de Valencia Valencia, Spain
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Naturil-Alfonso C, Marco-Jiménez F, Jiménez-Trigos E, Saenz-de-Juano MD, Viudes-de-Castro MP, Lavara R, Vicente JS. Role of Embryonic and Maternal Genotype on Prenatal Survival and Foetal Growth in Rabbit. Reprod Domest Anim 2015; 50:312-320. [DOI: 10.1111/rda.12493] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2014] [Accepted: 01/13/2015] [Indexed: 12/30/2022]
Affiliation(s)
- C Naturil-Alfonso
- Laboratorio de Biotecnología de la Reproducción; Instituto de Ciencia y Tecnología Animal; Universidad Politécnica de Valencia; Valencia Spain
| | - F Marco-Jiménez
- Laboratorio de Biotecnología de la Reproducción; Instituto de Ciencia y Tecnología Animal; Universidad Politécnica de Valencia; Valencia Spain
| | - E Jiménez-Trigos
- Laboratorio de Biotecnología de la Reproducción; Instituto de Ciencia y Tecnología Animal; Universidad Politécnica de Valencia; Valencia Spain
| | - MD Saenz-de-Juano
- Laboratorio de Biotecnología de la Reproducción; Instituto de Ciencia y Tecnología Animal; Universidad Politécnica de Valencia; Valencia Spain
| | - MP Viudes-de-Castro
- Centro de Investigación y Tecnología Animal-Instituto Valenciano de Investigaciones Agrarias (CITA-IVIA); Polígono La Esperanza; Segorbe Castellón Spain
| | - R Lavara
- Laboratorio de Biotecnología de la Reproducción; Instituto de Ciencia y Tecnología Animal; Universidad Politécnica de Valencia; Valencia Spain
| | - JS Vicente
- Laboratorio de Biotecnología de la Reproducción; Instituto de Ciencia y Tecnología Animal; Universidad Politécnica de Valencia; Valencia Spain
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Saenz-de-Juano MD, Marco-Jimenez F, Schmaltz-Panneau B, Jimenez-Trigos E, Viudes-de-Castro MP, Peñaranda DS, Jouneau L, Lecardonnel J, Lavara R, Naturil-Alfonso C, Duranthon V, Vicente JS. Vitrification alters rabbit foetal placenta at transcriptomic and proteomic level. Reproduction 2014; 147:789-801. [DOI: 10.1530/rep-14-0019] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Although numerous studies have demonstrated that cryopreservation alters gene expression, less is known about those embryos that implanted successfully and continued in gestation. To raise the question of the neutrality of this technique, we examine the effects of vitrification through gestation in rabbit before and after the implantation. We monitored the distribution of losses of 569 vitrified morulae, observing that embryos which reach the last pre-implantatory stage are able to implant. However, we found that not all implanted embryos had the ability to continue with their gestation. The results reveal that vitrification decreased foetus and maternal placenta weights at mid-gestation, but led to a higher offspring birth weight. A novel finding is that while no differences in gene expression were detected in pre-implantatory embryos at day 6, vitrification affects a gene and protein expression in the placenta at day 14. Our results for first time reveal strong evidence of modifications in implanted embryos subjected to vitrification, suggesting that the crucial step that vitrified embryos must overcome is the placenta formation. On the basis of these findings, our work leaves the question open as to whether the effects we observed that cause vitrification during foetal development could give rise to some type of physiological or metabolic alteration in adulthood.
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Saenz-de-Juano MD, Marco-Jimenez F, Viudes-de-Castro MP, Lavara R, Vicente JS. Direct Comparison of the Effects of Slow Freezing and Vitrification on Late Blastocyst Gene Expression, Development, Implantation and Offspring of Rabbit Morulae. Reprod Domest Anim 2014; 49:505-11. [DOI: 10.1111/rda.12320] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Accepted: 03/21/2014] [Indexed: 12/26/2022]
Affiliation(s)
- MD Saenz-de-Juano
- Instituto de Ciencia y Tecnología Animal; Universidad Politécnica de Valencia; Valencia Spain
| | - F Marco-Jimenez
- Instituto de Ciencia y Tecnología Animal; Universidad Politécnica de Valencia; Valencia Spain
| | - MP Viudes-de-Castro
- Centro de Investigación y Tecnología Animal; Instituto Valenciano de Investigaciones Agrarias; Segorbe Spain
| | - R Lavara
- Instituto de Ciencia y Tecnología Animal; Universidad Politécnica de Valencia; Valencia Spain
| | - JS Vicente
- Instituto de Ciencia y Tecnología Animal; Universidad Politécnica de Valencia; Valencia Spain
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Llobat L, Marco-Jiménez F, Peñaranda DS, Saenz-de-Juano MD, Vicente JS. effect of embryonic genotype on reference gene selection for RT-qPCR normalization. Reprod Domest Anim 2011; 47:629-34. [PMID: 22044783 DOI: 10.1111/j.1439-0531.2011.01934.x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
To obtain more reliable results with biological significance, it requires data normalization using an appropriate internal control gene. In rabbits, there are classic stable reference genes that have been identified for normalization in oocytes and pre-implantation stage embryos. However, effects of embryonic genotype on reference gene selection have not been elucidated. The aim of this study was to test (i) the stability of mRNA transcription level for histone (H2afz) and glyceraldehyde 3-phosphate dehydrogenase (GAPDH) genes in rabbit blastocysts from two lines selected by different criteria (litter size and post-weaning daily weight gain) and (ii) its influence on biological significance examined by means of a set of embryonic transcripts, such as POU5F1 (Oct-4), epidermal growth factor receptor (erbB3), transforming growth factor-beta2, vascular endothelial growth factor and gamma interferon (Ifn-gamma). The geNorm, NormFinder and BestKeeper programs showed similar results, pointing out that H2afz and GAPDH were the most stable reference genes in rabbits selected on litter size at weaning. Moreover, our study revealed that embryonic genotype affected target gene expression when a single reference gene was used to analyse mRNA expression in blastocysts. Results showed that GAPDH gene is better than H2afz for gene expression studies of both embryo genotypes. A normalization factor derived from H2afz and GAPDH is likely to be appropriate when RT-qPCR was performed in rabbit embryos with different genotypes.
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Affiliation(s)
- L Llobat
- Instituto de Ciencia y Tecnología Animal (ICTA), Universidad Politécnica de Valencia (UPV), 46022 Valencia, Spain
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Naturil-Alfonso C, Saenz-de-Juano MD, Peñaranda DS, Vicente JS, Marco-Jiménez F. Parthenogenic blastocysts cultured under in vivo conditions exhibit proliferation and differentiation expression genes similar to those of normal embryos. Anim Reprod Sci 2011; 127:222-8. [PMID: 21890291 DOI: 10.1016/j.anireprosci.2011.08.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2010] [Revised: 08/05/2011] [Accepted: 08/11/2011] [Indexed: 12/16/2022]
Abstract
Parthenote embryos offer multiple possibilities in biotechnological investigation, such as stem cell research. However, there is still a dearth of knowledge of this kind of embryo. In this study, development and ploidy were analysed in parthenotes under in vitro and in vivo culture conditions. Subsequently, using real-time PCR, the expressions of factor OCT-4, Vascular Endothelial Growth Factor, Epidermal Growth Factor Receptor 3 and Transforming Growth Factor β2 genes were analysed to compare the embryo types at the blastocyst stage. Development and implantation of parthenote embryos were described after transfer at day 10 of pregnancy. Parthenotes showed similar blastocyst development for both culture conditions and most of the parthenotes produced were diploid. However, parthenotes developed under in vivo conditions showed similar mRNA expression of OCT-4, VEGF and TGF-β2 to 5 and 6 day old blastocysts. In contrast, parthenotes developed under in vitro conditions had altered the expression pattern of these genes, except for erbB3 mRNA. Finally, transferred parthenotes had the ability to implant but showed severe growth retardation and lesser size. This is the first demonstration of the influence of culture conditions on parthenote mRNA expression. Our study highlights the importance of culture conditions in subsequent uses of parthenotes, such as the production of stem cell lines.
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Affiliation(s)
- C Naturil-Alfonso
- Instituto de Ciencia y Tecnología Animal, Universidad Politécnica de Valencia, Valencia 46022, Spain
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Saenz-de-Juano MD, Peñaranda DS, Marco-Jiménez F, Llobat L, Vicente JS. Differential mRNA Expression in Rabbit In vivo Pre-implantatory Embryos. Reprod Domest Anim 2010; 46:567-72. [DOI: 10.1111/j.1439-0531.2010.01702.x] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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