Abstract
Purpose
miRNAs have been suggested as biomarkers of embryo viability; however, findings from preliminary studies are divergent. Furthermore, the presence of other types of small RNA molecules remains to be investigated. The purpose of this study was to perform a comprehensive analysis of small non-coding RNA levels in spent and unconditioned embryo culture media, along with miRNA levels in blastocoelic fluid samples from human embryos.
Methods
miRNAs in unconditioned culture medium from 3 different manufacturers, along with miRNA from day 5 conditioned culture medium, control medium, and corresponding blastocoel fluid from 10 human blastocysts were analyzed with array-based q-PCR analysis. Subsequently, deep sequencing of total and small RNA in day 5 spent culture medium from 5 human blastocysts and corresponding controls was performed.
Results
In spite of using state-of-the-art sensitive detection methods, no miRNAs were found to be reliably present in the spent culture medium or the blastocoel fluid. Ct values were above the recommended limit for detection in the array-based analysis, a finding that was confirmed by deep sequencing. The majority of miRNAs identified by deep sequencing were expressed in all samples including control media and seem to originate from sources other than conditioned IVF media.
Conclusions
Our findings question the use of miRNAs as a reliable biomarker and highlight the need for a critical methodological approach in miRNA studies. Interestingly, tiRNA fragments appear to be overexpressed in conditioned IVF media samples and could potentially be a novel biomarker worthy of investigation.
Similar content being viewed by others
Data availability
All data will be made accessible on request.
References
Lewis BP, Burge CB, Bartel DP. Conserved seed pairing, often flanked by adenosines, indicates that thousands of human genes are microRNA targets. Cell. 2005;120(1):15–20. https://doi.org/10.1016/j.cell.2004.12.035.
Valadi H, et al. Exosome-mediated transfer of mRNAs and microRNAs is a novel mechanism of genetic exchange between cells. Nat Cell Biol. 2007;9(6):654–9. https://doi.org/10.1038/ncb1596.
Rosenbluth EM, et al. MicroRNA expression in the human blastocyst. Fertil Steril. 2013;99(3):855–861.e3. https://doi.org/10.1016/j.fertnstert.2012.11.001.
Rosenbluth EM, et al. Human embryos secrete microRNAs into culture media--a potential biomarker for implantation. Fertil Steril. 2014;101(5):1493–500. https://doi.org/10.1016/j.fertnstert.2014.01.058.
Ng YH, et al. Endometrial exosomes/microvesicles in the uterine microenvironment: a new paradigm for embryo-endometrial cross talk at implantation. PLoS One. 2013;8(3):e58502. https://doi.org/10.1371/journal.pone.0058502.
Galliano D, Pellicer A. MicroRNA and implantation. Fertil Steril. 2014;101(6):1531–44. https://doi.org/10.1016/j.fertnstert.2014.04.023.
Katz-Jaffe MG, Gardner DK, Schoolcraft WB. Proteomic analysis of individual human embryos to identify novel biomarkers of development and viability. Fertil Steril. 2006;85(1):101–7. https://doi.org/10.1016/j.fertnstert.2005.09.011.
Hardarson T, et al. Non-invasive metabolomic profiling of day 2 and 5 embryo culture medium: a prospective randomized trial. Hum Reprod. 2012;27(1):89–96. https://doi.org/10.1093/humrep/der373.
Gardner DK, et al. Glucose consumption of single post-compaction human embryos is predictive of embryo sex and live birth outcome. Hum Reprod. 2011;26(8):1981–6. https://doi.org/10.1093/humrep/der143.
Brison DR, et al. Identification of viable embryos in IVF by non-invasive measurement of amino acid turnover. Hum Reprod. 2004;19(10):2319–24. https://doi.org/10.1093/humrep/deh409.
Tejera A, et al. Time-dependent O2 consumption patterns determined optimal time ranges for selecting viable human embryos. Fertil Steril. 2012;98(4):849–57 e1–3. https://doi.org/10.1016/j.fertnstert.2012.06.040.
Kirkegaard K, et al. Nuclear magnetic resonance metabolomic profiling of day 3 and 5 embryo culture medium does not predict pregnancy outcome in good prognosis patients: a prospective cohort study on single transferred embryos. Hum Reprod. 2014;29(11):2413–20. https://doi.org/10.1093/humrep/deu236.
Capalbo A, et al. MicroRNAs in spent blastocyst culture medium are derived from trophectoderm cells and can be explored for human embryo reproductive competence assessment. Fertil Steril. 2016;105(1):225–35.e1–3. https://doi.org/10.1016/j.fertnstert.2015.09.014.
Dyrlund TF, et al. Unconditioned commercial embryo culture media contain a large variety of non-declared proteins: a comprehensive proteomics analysis. Hum Reprod. 2014;29(11):2421–30. https://doi.org/10.1093/humrep/deu220.
Sanchez-Ribas I, et al. NGS analysis of human embryo culture media reveals miRNAs of extra embryonic origin. Reprod Sci. 2018;1933719118766252. https://doi.org/10.1177/1933719118766252.
Gardner DK, Schoolcraft W. In virto culture of human blastocyst. In: Janson R, Mortimer D, editors. Towards reproductive certainty: infertility and genetics beyond. Carnforth: Parthenon Press; 1999. p. 378–88.
Gianaroli L, et al. Blastocentesis: a source of DNA for preimplantation genetic testing. Results from a pilot study. Fertil Steril. 2014;102(6):1692–1699.e6. https://doi.org/10.1016/j.fertnstert.2014.08.021.
Zeka F, et al. Straightforward and sensitive RT-qPCR based gene expression analysis of FFPE samples. Sci Rep. 2016;6:21418. https://doi.org/10.1038/srep21418.
Battaglia R, et al. Identification of extracellular vesicles and characterization of miRNA expression profiles in human blastocoel fluid. Sci Rep. 2019;9(1):84. https://doi.org/10.1038/s41598-018-36452-7.
Dobson AT, Raja R, Abeyta MJ, Taylor T, Shen S, Haqq C, et al. The unique transcriptome through day 3 of human preimplantation development. Hum Mol Genet. 2004;13(14):1461–70.
Schwarzenbach H, et al. Data normalization strategies for MicroRNA quantification. Clin Chem. 2015;61(11):1333–42. https://doi.org/10.1373/clinchem.2015.239459.
Mestdagh P, et al. A novel and universal method for microRNA RT-qPCR data normalization. Genome Biol. 2009;10(6):R64. https://doi.org/10.1186/gb-2009-10-6-r64.
Gyuris A, et al. Physical and molecular landscapes of mouse glioma extracellular vesicles define heterogeneity. Cell Rep. 2019;27(13):3972–3987.e6. https://doi.org/10.1016/j.celrep.2019.05.089.
Acknowledgments
Anne Færch Nielsen is thanked for critical reading of the manuscript. Anette Gabrielsen is thanked for assistance in collecting spent media at Regional Hospital Horsens.
Funding
This work was supported by unrestricted grants from Vitrolife (Grant for the development of ART), the Hjalmar Svensson Foundation, VP legacy on recommendation from Novo Nordisk, and the Danish Council for Independent Research Medical Sciences.
Author information
Authors and Affiliations
Contributions
KK, KL, and AA designed the study. KL and AA designed and acquired samples for the spent culture media analysis. AA performed the experiments on surplus embryos embryos. UBK took part in study design and data acquisition at the region Hospital Horsens. YY designed and performed the deep sequencing experiments. JK designed the deep sequencing experiments and performed the interpretation of the sequencing analysis. BS contributed substantially to the acquisition of data and interpretation of the miRNA analysis. JI, TH and CH contributed substantially to the interpretation of data. KK interpreted the miRNA data and wrote the first draft. All authors critically reviewed and approved the final version of the manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethics approval
The study was approved by the Ethics committee in Gothenburg (Dnr: 066-15), by the Central Denmark Region Committees on Biomedical Research Ethics and the Danish Data Protection Agency.
Consent to participate
Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Kirkegaard, K., Yan, Y., Sørensen, B.S. et al. Comprehensive analysis of soluble RNAs in human embryo culture media and blastocoel fluid. J Assist Reprod Genet 37, 2199–2209 (2020). https://doi.org/10.1007/s10815-020-01891-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10815-020-01891-7