Non-invasive Embryo Assessment: Altered Individual Protein Profile in Spent Culture Media from Embryos Transferred at Day 5

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Spent culture media from successfully implanted blastocysts showed significantly higher expression of specific proteins including PECAM-1 and TIMP4 compared to media from non-implanted blastocysts.

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Abstract

In order to improve ART outcome, non-invasive embryo assessment is gaining more and more attention. Therefore, the aim of this study is to determine the consecutive implantation potential via the secretome between blastocysts with or without implantation and to analyse possible interactions between these differentially expressed proteins. In this prospective study, 69 spent culture media from blastocysts transferred at day 5 were collected from patients undergoing IVF/ICSI treatment in a single IVF centre between April 2015 and November 2018 after informed consent and analysed individually. Exclusion criteria were the absence of informed consent, PCOS, endometriosis and maternal age > 42 years. Dependent on the treatment outcome, media were subsequently divided into two groups: from embryos who implanted successfully (n = 37) and from embryos without implantation (n = 32). Ninety-two proteins were measured simultaneously using the proximity extension assay (PEA) technology with the Olink® CVD III panel employing oligonucleotide-labelled antibodies. Statistical analysis was performed using the Kolmogorov-Smirnov test, Student's t test, the Mann-Whitney U test and Fisher's exact test. Media from implanted blastocysts showed significantly higher expression of EPHB4, ALCAM, CSTB, BMH, TIMP4, CCL24, SELE, FAS, JAM-A, PON3, PDGF-A, vWF and PECAM-1 compared with media from blastocysts without subsequent implantation. The highest relative expression change could be demonstrated for PECAM-1 and TIMP4. PECAM-1, SELE and vWF were co-expressed. Especially EPHB 4, SELE, ALCAM, MCP-1, CCL24, FAS, JAM-A and PDGF-A have already been described in early embryonic development and metabolism. Therefore, these proteins together with PECAM-1 indicate possible biomarkers for non-invasive embryo assessment in the future. However, due to the innovative methodology, defining a threshold for the use as biomarkers remains to be assessed.
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Abstract

In order to improve ART outcome, non-invasive embryo assessment is gaining more and more attention. Therefore, the aim of this study is to determine the consecutive implantation potential via the secretome between blastocysts with or without implantation and to analyse possible interactions between these differentially expressed proteins. In this prospective study, 69 spent culture media from blastocysts transferred at day 5 were collected from patients undergoing IVF/ICSI treatment in a single IVF centre between April 2015 and November 2018 after informed consent and analysed individually. Exclusion criteria were the absence of informed consent, PCOS, endometriosis and maternal age > 42 years. Dependent on the treatment outcome, media were subsequently divided into two groups: from embryos who implanted successfully (n = 37) and from embryos without implantation (n = 32). Ninety-two proteins were measured simultaneously using the proximity extension assay (PEA) technology with the Olink® CVD III panel employing oligonucleotide-labelled antibodies. Statistical analysis was performed using the Kolmogorov–Smirnov test, Student’s t test, the Mann–Whitney U test and Fisher’s exact test. Media from implanted blastocysts showed significantly higher expression of EPHB4, ALCAM, CSTB, BMH, TIMP4, CCL24, SELE, FAS, JAM-A, PON3, PDGF-A, vWF and PECAM-1 compared with media from blastocysts without subsequent implantation. The highest relative expression change could be demonstrated for PECAM-1 and TIMP4. PECAM-1, SELE and vWF were co-expressed. Especially EPHB 4, SELE, ALCAM, MCP-1, CCL24, FAS, JAM-A and PDGF-A have already been described in early embryonic development and metabolism. Therefore, these proteins together with PECAM-1 indicate possible biomarkers for non-invasive embryo assessment in the future. However, due to the innovative methodology, defining a threshold for the use as biomarkers remains to be assessed. Similar content being viewed by others Data Availability The data sets used and/or analysed during the current study are available from the corresponding author on reasonable request.

References

Sharkey AM, Macklon NS. The science of implantation emerges blinking into the light. Reprod BioMed Online. 2013;27(5):453–60. https://doi.org/10.1016/j.rbmo.2013.08.005. Montag M, Toth B, Strowitzki T. New approaches to embryo selection. Reprod BioMed Online. 2013;27(5):539–46. https://doi.org/10.1016/j.rbmo.2013.05.013. Chakraborty I, Das SK, Dey SK. Differential expression of vascular endothelial growth factor and its receptor mRNAs in the mouse uterus around the time of implantation. J Endocrinol. 1995;147(2):339–52. https://doi.org/10.1677/joe.0.1470339. Krussel JS, Bielfeld P, Polan ML, Simon C. Regulation of embryonic implantation. Eur J Obstet Gynecol Reprod Biol. 2003;110(Suppl 1):S2–9. https://doi.org/10.1016/s0301-2115(03)00167-2. Halder JB, Zhao X, Soker S, Paria BC, Klagsbrun M, Das SK, et al. Differential expression of VEGF isoforms and VEGF(164)-specific receptor neuropilin-1 in the mouse uterus suggests a role for VEGF(164) in vascular permeability and angiogenesis during implantation. Genesis. 2000;26(3):213–24. Mojarrad M, Hassanzadeh-Nazarabadi M, Tafazoli N. Polymorphism of genes and implantation failure. Int J Mol Cell Med. 2013;2(1):1–8. Dentillo DB, Souza FR, Meola J, Vieira GS, Yazlle ME, Goulart LR, et al. No evidence of association of MUC-1 genetic polymorphism with embryo implantation failure. Braz J Med Biol Res. 2007;40(6):793–7. https://doi.org/10.1590/s0100-879x2007000600007. Margalioth EJ, Ben-Chetrit A, Gal M, Eldar-Geva T. Investigation and treatment of repeated implantation failure following IVF-ET. Hum Reprod. 2006;21(12):3036–43. Lee YS, Thouas GA, Gardner DK. Developmental kinetics of cleavage stage mouse embryos are related to their subsequent carbohydrate and amino acid utilization at the blastocyst stage. Hum Reprod. 2015;30(3):543–52. https://doi.org/10.1093/humrep/deu334. Dominguez F, Gadea B, Esteban FJ, Horcajadas JA, Pellicer A, Simon C. Comparative protein-profile analysis of implanted versus non-implanted human blastocysts. Hum Reprod. 2008;23(9):1993–2000. https://doi.org/10.1093/humrep/den205. Assarsson E, Lundberg M, Holmquist G, Bjorkesten J, Thorsen SB, Ekman D, et al. Homogenous 96-plex PEA immunoassay exhibiting high sensitivity, specificity, and excellent scalability. PLoS One. 2014;9(4):e95192. https://doi.org/10.1371/journal.pone.0095192. Lindgren KE, Gulen Yaldir F, Hreinsson J, Holte J, Karehed K, Sundstrom-Poromaa I, et al. Differences in secretome in culture media when comparing blastocysts and arrested embryos using multiplex proximity assay. Ups J Med Sci. 2018;123(3):143–52. https://doi.org/10.1080/03009734.2018.1490830. Szklarczyk D, Morris JH, Cook H, Kuhn M, Wyder S, Simonovic M, et al. The STRING database in 2017: quality-controlled protein-protein association networks, made broadly accessible. Nucleic Acids Res. 2017;45(D1):D362–D8. https://doi.org/10.1093/nar/gkw937. Olink. White Paper. Data normalization and standardization. Available at https://www.olink.com/content/uploads/2018/05/Data-normalization-and-standardization_v1.0.pdf. Accessed Sept 3rd .2020. Iles RK, Sharara FI, Zmuidinaite R, Abdo G, Keshavarz S, Butler SA. Secretome profile selection of optimal IVF embryos by matrix-assisted laser desorption ionization time-of-flight mass spectrometry. J Assist Reprod Genet. 2019;36(6):1153–60. https://doi.org/10.1007/s10815-019-01444-7. Kaihola H, Yaldir FG, Bohlin T, Samir R, Hreinsson J, Åkerud H. Levels of caspase-3 and histidine-rich glycoprotein in the embryo secretome as biomarkers of good-quality day-2 embryos and high-quality blastocysts. PLoS One. 2019;14(12):e0226419. https://doi.org/10.1371/journal.pone.0226419. Hernandez-Vargas P, Munoz M, Dominguez F. Identifying biomarkers for predicting successful embryo implantation: applying single to multi-OMICs to improve reproductive outcomes. Hum Reprod Update. 2020;26(2):264–301. https://doi.org/10.1093/humupd/dmz042. Adriaenssens T, Wathlet S, Segers I, Verheyen G, De Vos A, Van der Elst J, et al. Cumulus cell gene expression is associated with oocyte developmental quality and influenced by patient and treatment characteristics. Hum Reprod. 2010;25(5):1259–70. https://doi.org/10.1093/humrep/deq049. Adriaenssens T, Segers I, Wathlet S, Smitz J. The cumulus cell gene expression profile of oocytes with different nuclear maturity and potential for blastocyst formation. J Assist Reprod Genet. 2011;28(1):31–40. https://doi.org/10.1007/s10815-010-9481-9. Fujiwara H, Tatsumi K, Kosaka K, Sato Y, Higuchi T, Yoshioka S, et al. Human blastocysts and endometrial epithelial cells express activated leukocyte cell adhesion molecule (ALCAM/CD166). J Clin Endocrinol Metab. 2003;88(7):3437–43. https://doi.org/10.1210/jc.2002-021888. Kudo-Saito C, Fuwa T, Kawakami Y. Targeting ALCAM in the cryo-treated tumour microenvironment successfully induces systemic anti-tumour immunity. Eur J Cancer. 2016;62:54–61. https://doi.org/10.1016/j.ejca.2016.04.013. Liu X, Liu X, Liu W, Luo M, Tao H, Wu D, et al. HOXA9 transcriptionally regulates the EPHB4 receptor to modulate trophoblast migration and invasion. Placenta. 2017;51:38–48. https://doi.org/10.1016/j.placenta.2017.01.127. Red-Horse K, Kapidzic M, Zhou Y, Feng KT, Singh H, Fisher SJ. EPHB4 regulates chemokine-evoked trophoblast responses: a mechanism for incorporating the human placenta into the maternal circulation. Development. 2005;132(18):4097–106. https://doi.org/10.1242/dev.01971. Windsperger K, Dekan S, Pils S, Golletz C, Kunihs V, Fiala C, et al. Extravillous trophoblast invasion of venous as well as lymphatic vessels is altered in idiopathic, recurrent, spontaneous abortions. Hum Reprod. 2017;32(6):1208–17. https://doi.org/10.1093/humrep/dex058. Zhang Y, Qu D, Sun J, Zhao L, Wang Q, Shao Q, et al. Human trophoblast cells induced MDSCs from peripheral blood CD14(+) myelomonocytic cells via elevated levels of CCL2. Cell Mol Immunol. 2016;13(5):615–27. https://doi.org/10.1038/cmi.2015.41. Wang F, Yan J. MicroRNA-454 is involved in regulating trophoblast cell proliferation, apoptosis, and invasion in preeclampsia by modulating the expression of ephrin receptor B4. Biomed Pharmacother. 2018;107:746–53. https://doi.org/10.1016/j.biopha.2018.08.055. Parris JJ, Cooke VG, Skarnes WC, Duncan MK, Naik UP. JAM-A expression during embryonic development. Dev Dyn. 2005;233(4):1517–24. https://doi.org/10.1002/dvdy.20481. Ghassemifar MR, Eckert JJ, Houghton FD, Picton HM, Leese HJ, Fleming TP. Gene expression regulating epithelial intercellular junction biogenesis during human blastocyst development in vitro. Mol Hum Reprod. 2003;9(5):245–52. https://doi.org/10.1093/molehr/gag033. Thomas FC, Sheth B, Eckert JJ, Bazzoni G, Dejana E, Fleming TP. Contribution of JAM-1 to epithelial differentiation and tight-junction biogenesis in the mouse preimplantation embryo. J Cell Sci. 2004;117(Pt 23):5599–608. https://doi.org/10.1242/jcs.01424. Bazzoni G. The JAM family of junctional adhesion molecules. Curr Opin Cell Biol. 2003;15(5):525–30. https://doi.org/10.1016/s0955-0674(03)00104-2. Feng Y, Ma X, Deng L, Yao B, Xiong Y, Wu Y, et al. Role of selectins and their ligands in human implantation stage. Glycobiology. 2017;27(5):385–91. https://doi.org/10.1093/glycob/cwx009. Sun G, Liu K, Wang X, Liu X, He Q, Hsiao CD. Identification and expression analysis of zebrafish (Danio rerio) E-selectin during embryonic development. Molecules. 2015;20(10):18539–50. https://doi.org/10.3390/molecules201018539. Li H, Huang YH, Li MQ, Meng YH, Chen X, Shao J, et al. Trophoblasts-derived chemokine CCL24 promotes the proliferation, growth and apoptosis of decidual stromal cells in human early pregnancy. Int J Clin Exp Pathol. 2013;6(6):1028–37. Chau SE, Murthi P, Wong MH, Whitley GS, Brennecke SP, Keogh RJ. Control of extravillous trophoblast function by the eotaxins CCL11, CCL24 and CCL26. Hum Reprod. 2013;28(6):1497–507. https://doi.org/10.1093/humrep/det060. Negron-Perez VM, Vargas-Franco D, Hansen PJ. Role of chemokine (C-C motif) ligand 24 in spatial arrangement of the inner cell mass of the bovine embryo. Biol Reprod. 2017;96(5):948–59. https://doi.org/10.1093/biolre/iox037. Zhao XM, Cui LS, Hao HS, Wang HY, Zhao SJ, Du WH, et al. Transcriptome analyses of inner cell mass and trophectoderm cells isolated by magnetic-activated cell sorting from bovine blastocysts using single cell RNA-seq. Reprod Domest Anim. 2016;51(5):726–35. https://doi.org/10.1111/rda.12737. Xiong Y, Zhang D. Effect of retinoic acid on apoptosis and expression of Fas proteins in mouse blastocysts cultured in vitro. J Huazhong Univ Sci Technolog Med Sci. 2008;28(3):239–42. https://doi.org/10.1007/s11596-008-0302-7. Paule S, Nebl T, Webb AI, Vollenhoven B, Rombauts LJ, Nie G. Proprotein convertase 5/6 cleaves platelet-derived growth factor A in the human endometrium in preparation for embryo implantation. Mol Hum Reprod. 2015;21(3):262–70. https://doi.org/10.1093/molehr/gau109. Molotkov A, Soriano P. Distinct mechanisms for PDGF and FGF signaling in primitive endoderm development. Dev Biol. 2018;442(1):155–61. https://doi.org/10.1016/j.ydbio.2018.07.010. Artus J, Kang M, Cohen-Tannoudji M, Hadjantonakis AK. PDGF signaling is required for primitive endoderm cell survival in the inner cell mass of the mouse blastocyst. Stem Cells. 2013;31(9):1932–41. https://doi.org/10.1002/stem.1442. Wei Q, Li R, Zhong L, Mu H, Zhang S, Yue L, et al. Lineage specification revealed by single-cell gene expression analysis in porcine preimplantation embryos. Biol Reprod. 2018;99(2):283–92. https://doi.org/10.1093/biolre/ioy062. Basak S, Das MK, Duttaroy AK. Fatty acid-induced angiogenesis in first trimester placental trophoblast cells: possible roles of cellular fatty acid-binding proteins. Life Sci. 2013;93(21):755–62. https://doi.org/10.1016/j.lfs.2013.09.024. Jeong W, Song G, Kim J. Mitogen activated protein kinase pathway-dependent effects of platelet-derived growth factor on migration of trophectoderm cells. Biochem Biophys Res Commun. 2015;463(4):575–81. https://doi.org/10.1016/j.bbrc.2015.05.098. Robson P, Stein P, Zhou B, Schultz RM, Baldwin HS. Inner cell mass-specific expression of a cell adhesion molecule (PECAM-1/CD31) in the mouse blastocyst. Dev Biol. 2001;234(2):317–29. https://doi.org/10.1006/dbio.2001.0274. Zhang Q, Yu S, Huang X, Tan Y, Zhu C, Wang YL, et al. New insights into the function of Cullin 3 in trophoblast invasion and migration. Reproduction. 2015;150(2):139–49. https://doi.org/10.1530/REP-15-0126. Browne RW, Shelly WB, Bloom MS, Ocque AJ, Sandler JR, Huddleston HG, et al. Distributions of high-density lipoprotein particle components in human follicular fluid and sera and their associations with embryo morphology parameters during IVF. Hum Reprod. 2008;23(8):1884–94. https://doi.org/10.1093/humrep/den183. Rashidi MR, Eisa-Khaje J, Farzadi L, Darabi M, Gasemzadeh A, Shahnazi V, et al. Paraoxonase 3 activity and the ratio of antioxidant to peroxidation in the follicular fluid of infertile women. Int J Fertil Steril. 2014;8(1):51–8. Caballero-Campo P, Dominguez F, Coloma J, Meseguer M, Remohi J, Pellicer A, et al. Hormonal and embryonic regulation of chemokines IL-8, MCP-1 and RANTES in the human endometrium during the window of implantation. Mol Hum Reprod. 2002;8(4):375–84. https://doi.org/10.1093/molehr/8.4.375. Zlotkowska A, Andronowska A. Variable chemokine expression in porcine trophoblasts and endometrium during the peri-implantation period. Theriogenology. 2019;131:16–27. https://doi.org/10.1016/j.theriogenology.2019.03.010. Bourdiec A, Calvo E, Rao CV, Akoum A. Transcriptome analysis reveals new insights into the modulation of endometrial stromal cell receptive phenotype by embryo-derived signals interleukin-1 and human chorionic gonadotropin: possible involvement in early embryo implantation. PLoS One. 2013;8(5):e64829. https://doi.org/10.1371/journal.pone.0064829. de la Torre E, Mulla MJ, Yu AG, Lee SJ, Kavathas PB, Abrahams VM. Chlamydia trachomatis infection modulates trophoblast cytokine/chemokine production. J Immunol. 2009;182(6):3735–45. https://doi.org/10.4049/jimmunol.0800764.

Acknowledgements

We want to acknowledge the skilful technical assistance of Julia Jauckus as well as the effective cooperation with Dr. Karsten Strauß and Olink® Proteomics. Funding This study was supported by the FRONTIER Innovation Fonds. Edison Capp is a scholarship recipient from CNPq—Conselho Nacional de Desenvolvimento Científico e Tecnológico, Brazil. Author information Authors and Affiliations Contributions AF and AG designed the study. AF, AG, SR, AM, JR, JED, TS and KH conducted the sample collection and compiled the data. AF, AG and EC analysed the data and performed statistics. AF, TS, EC and AG generated the manuscript. All authors read and approved the final manuscript. Corresponding author Ethics declarations Competing Interests The authors declare that they have no competing interests. Ethics Approval and Consent to Participate The study was approved by the Ethical Committee of Heidelberg University (S572/2014). Consent for Publication Not applicable. Code Availability Not applicable. Additional information Publisher’s Note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Electronic Supplementary Material Supplementary table 1 (download XLSX ) Individual results, provided in NPX. (XLSX 20 kb). Rights and permissions About this article Cite this article Freis, A., Roesner, S., Marshall, A. et al. Non-invasive Embryo Assessment: Altered Individual Protein Profile in Spent Culture Media from Embryos Transferred at Day 5. Reprod. Sci. 28, 1866–1873 (2021). https://doi.org/10.1007/s43032-020-00362-9 Received: Accepted: Published: Version of record: Issue date: DOI: https://doi.org/10.1007/s43032-020-00362-9

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Embryo Culture Techniques Embryonic Development Fertilization in Vitro Sperm Injections, Intracytoplasmic Adult Culture Media Embryo Culture Techniques Embryonic Development Embryo Transfer Embryo Transfer Female Fertilization in Vitro Humans Pregnancy Prospective Studies

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