Retrospective model utilizing biopsies, granulosa cells, and polar body to predict oocyte competence in bovine

Developmental competence is obtained by a series of morphological and molecular changes during mammalian oocyte growth within the ovulatory follicle. This entails the accumulation of cytoplasmic transcripts that will be used throughout the early stages of development prior to embryonic genome activation, a process known as ooplasm maturation. Furthermore, during follicular growth, epigenetic maturation occurs, which is essential for appropriate embryo development. We believe that transcripts and DNA methylation differ between blastocyst oocytes and those that cleaved but were arrested on day three. We devised a retrospective technique to identify transcripts in oocyte, cumulus, and granulosa cells, as well as DNA methylation connected with oocyte competence, in this work. We dissected and harvested ovarian follicles to achieve this purpose. We extracted and flash frozen the granulosa cells after rupturing them. The oocytes were put in maturation media droplets, and the cumulus cells and polar body were removed and kept the following day. To prevent spermatozoon interference, we chemically activated the oocytes and tracked their development (until they reached the blastocyst stage). We went back to their biopsies, cumulus cells, and polar bodies and did RNA-seq (biopsies and cumulus) and single polar body WGBS (polar bodies) when we collected the results 7 days later, i.e. 1-) embryos that cleaved but stopped development (termed CL) or 2-) embryos that cleaved and progressed until the blastocyst stage (termed BL). Additionally, after transcriptome results from oocyte-biopsy and cumulus cells, the granulosa cells from their individual oocytes were sequenced as a noninvasive strategy. This study is a follow-up to our previous work, “Assessment of Total Oocyte Transcripts Representation in bovine Using Single Ooplasm Biopsy with High Reliability.” Following sequencing, we discovered that the two groups, BL x CL, were transcriptionally different in granulosa and biopsy samples, although cumulus cells were a poor predictor of oocyte competence. By analyzing the differentially expressed genes, we discovered multiple genes and pathways related to oocyte competency, demonstrating the efficacy of our method. Despite no change in morphology, these alterations in pathways and genes show that the oocyte CL group was transcriptionally and epigenetically delayed, with ferroptosis and necroptosis processes activated. The oocyte BL group demonstrated numerous molecular signaling, oocyte meiosis, GnRH signaling, G-protein cascade, and RNA stability pathways. In network analysis, we discovered GNAS, an imprinted gene and one of the most important essential genes. The transcripts from granulosa cells confirm the oocyte results. Nonetheless, transcriptional variations in granulosa cells were far greater than those in oocytes (97% × 34% variance), implying a completely distinct transcriptome in the follicular niche. In terms of the WGBS, we discovered differentially methylated areas linked with oocyte competency, as well as transcriptome results confirming the structure’s ability to predict outcome. These findings might be beneficial in clinical settings for those undergoing infertility therapy. In the oocyte, we discovered a complex transcriptional and epigenetic regulation network. Furthermore, mature cumulus transcription produced information that differed from the true content of the MII oocyte and granulosa cells before maturity. Our findings underscore the significance of maternal transcripts and epigenetic maturation in early parthenogenesis, as well as the use of granulosa cells as early indicators of competence.

[1]  A. Alteri,et al.  Obstetric, neonatal, and child health outcomes following embryo biopsy for preimplantation genetic testing , 2023, Human reproduction update.

[2]  Yong Zhang,et al.  Bta-miR-183 targets ezrin to regulate microvilli formation and improve early development of bovine embryos. , 2023, Reproduction.

[3]  Smita Yadav,et al.  Neurodevelopmental disorder–associated mutations in TAOK1 reveal its function as a plasma membrane remodeling kinase , 2023, Science Signaling.

[4]  P. Bermejo-Álvarez,et al.  mtDNA content in cumulus cells does not predict development to blastocyst or implantation , 2022, Human reproduction open.

[5]  Jin Yu,et al.  Iron-overloaded follicular fluid increases the risk of endometriosis-related infertility by triggering granulosa cell ferroptosis and oocyte dysmaturity , 2022, Cell Death & Disease.

[6]  J. Laurinčík,et al.  Small-extracellular vesicles and their microRNA cargo from porcine follicular fluids: the potential association with oocyte quality , 2022, Journal of Animal Science and Biotechnology.

[7]  F. Zeng,et al.  Maternal Prkce expression in mature oocytes is critical for the first cleavage facilitating maternal‐to‐zygotic transition in mouse early embryos , 2022, Cell proliferation.

[8]  G. Cheng,et al.  Aberrant Expression of Mitochondrial SAM Transporter SLC25A26 Impairs Oocyte Maturation and Early Development in Mice , 2022, Oxidative medicine and cellular longevity.

[9]  A. Luini,et al.  Endomembrane-Based Signaling by GPCRs and G-Proteins , 2022, Cells.

[10]  Kehkooi Kee,et al.  Changes in the Mitochondria-Related Nuclear Gene Expression Profile during Human Oocyte Maturation by the IVM Technique , 2022, Cells.

[11]  R. Xu,et al.  Transcriptome comparative analysis of ovarian follicles reveals the key genes and signaling pathways implicated in hen egg production , 2021, BMC Genomics.

[12]  J. Smitz,et al.  The Role of Mitochondria in Oocyte Maturation , 2021, Cells.

[13]  Wilson Araújo Silva,et al.  CeTF: an R/Bioconductor package for transcription factor co-expression networks using regulatory impact factors (RIF) and partial correlation and information (PCIT) analysis , 2021, BMC Genomics.

[14]  M. Jodar,et al.  Altered mitochondrial function in spermatozoa from patients with repetitive fertilization failure after ICSI revealed by proteomics , 2021, Andrology.

[15]  F. Tang,et al.  The methylome of a human polar body reflects that of its sibling oocyte and its aberrance may indicate poor embryo development. , 2020, Human reproduction.

[16]  J. Jankovičová,et al.  Tetraspanins, More than Markers of Extracellular Vesicles in Reproduction , 2020, International journal of molecular sciences.

[17]  H. Schatten,et al.  The methylation status in GNAS clusters May Be an epigenetic marker for oocyte quality. , 2020, Biochemical and biophysical research communications.

[18]  A. Hampl,et al.  Cytoplasmic maturation in human oocytes: an ultrastructural study † , 2020, Biology of reproduction.

[19]  Lei Jin,et al.  Human Follicle in vitro Culture Including Activation, Growth, and Maturation: A Review of Research Progress , 2020, Frontiers in Endocrinology.

[20]  Chi-Chiu Wang,et al.  Characteristics of Circular RNA Expression Profiles of Porcine Granulosa Cells in Healthy and Atretic Antral Follicles , 2020, International journal of molecular sciences.

[21]  C. Hao,et al.  Advanced maternal age alters expression of maternal effect genes that are essential for human oocyte quality , 2020, Aging.

[22]  Wenjun Zhou,et al.  Melatonin enhances mitochondrial biogenesis and protects against rotenone‐induced mitochondrial deficiency in early porcine embryos , 2019, Journal of pineal research.

[23]  P. Mermillod,et al.  Review: Recent advances in bovine in vitro embryo production: reproductive biotechnology history and methods. , 2019, Animal : an international journal of animal bioscience.

[24]  Kohske Takahashi,et al.  Welcome to the Tidyverse , 2019, J. Open Source Softw..

[25]  T. Miyano,et al.  Interaction between growing oocytes and granulosa cells in vitro , 2019, Reproductive medicine and biology.

[26]  S. Heller,et al.  Single-cell proteomics reveals downregulation of TMSB4X to drive actin release for stereocilia assembly , 2019, bioRxiv.

[27]  F. Davis,et al.  An element for development: Calcium signaling in mammalian reproduction and development. , 2019, Biochimica et biophysica acta. Molecular cell research.

[28]  I. Măndoiu,et al.  Methylome Dynamics of Bovine Gametes and in vivo Early Embryos , 2019, Front. Genet..

[29]  Zhen-Ao Zhao,et al.  DNA methylation analysis and editing in single mammalian oocytes , 2019, Proceedings of the National Academy of Sciences.

[30]  T. Noviello,et al.  Detection of long non–coding RNA homology, a comparative study on alignment and alignment–free metrics , 2018, BMC Bioinformatics.

[31]  Gordon K Smyth,et al.  The R package Rsubread is easier, faster, cheaper and better for alignment and quantification of RNA sequencing reads , 2018, bioRxiv.

[32]  W. Reik,et al.  Dynamics of the epigenetic landscape during the maternal-to-zygotic transition , 2018, Nature Reviews Molecular Cell Biology.

[33]  F. Biase,et al.  Functional signaling and gene regulatory networks between the oocyte and the surrounding cumulus cells , 2018, BMC Genomics.

[34]  M. Conti,et al.  Acquisition of oocyte competence to develop as an embryo: integrated nuclear and cytoplasmic events , 2018, Human reproduction update.

[35]  Eric A. Vitriol,et al.  Reconsidering an active role for G-actin in cytoskeletal regulation , 2018, Journal of Cell Science.

[36]  R. Zhao,et al.  Melatonin‐induced increase of lipid droplets accumulation and in vitro maturation in porcine oocytes is mediated by mitochondrial quiescence , 2018, Journal of cellular physiology.

[37]  Jinquan Li,et al.  High-throughput sequencing of hair follicle development-related micrornas in cashmere goat at various fetal periods , 2017, Saudi journal of biological sciences.

[38]  D. Nowis,et al.  The non-canonical poly(A) polymerase FAM46C acts as an onco-suppressor in multiple myeloma , 2017, Nature Communications.

[39]  D. Tesfaye,et al.  The role of the PI3K-Akt signaling pathway in the developmental competence of bovine oocytes , 2017, PloS one.

[40]  Giuseppe Troiano,et al.  The crucial role of protein phosphorylation in cell signaling and its use as targeted therapy (Review) , 2017, International journal of molecular medicine.

[41]  S. M. Salleh,et al.  Identification of potential biomarkers in donor cows for in vitro embryo production by granulosa cell transcriptomics , 2017, PloS one.

[42]  Aaron T. L. Lun,et al.  From reads to genes to pathways: differential expression analysis of RNA-Seq experiments using Rsubread and the edgeR quasi-likelihood pipeline , 2016, F1000Research.

[43]  Måns Magnusson,et al.  MultiQC: summarize analysis results for multiple tools and samples in a single report , 2016, Bioinform..

[44]  I. Tessaro,et al.  Chromatin remodelling and histone mRNA accumulation in bovine germinal vesicle oocytes , 2015, Molecular reproduction and development.

[45]  N. Kuşçu,et al.  FOXO1, FOXO3, AND FOXO4 are differently expressed during mouse oocyte maturation and preimplantation embryo development. , 2015, Gene expression patterns : GEP.

[46]  M. Fardilha,et al.  Signalling pathways involved in oocyte growth, acquisition of competence and activation* , 2015, Human fertility.

[47]  Raphael Gottardo,et al.  Orchestrating high-throughput genomic analysis with Bioconductor , 2015, Nature Methods.

[48]  W. Huber,et al.  Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 , 2014, Genome Biology.

[49]  É. Khandjian,et al.  The Gametic Synapse: RNA Transfer to the Bovine Oocyte1 , 2014, Biology of reproduction.

[50]  K. Koyama,et al.  Aging-related Changes in In Vitro-matured Bovine Oocytes: Oxidative Stress, Mitochondrial Activity and ATP Content After Nuclear Maturation , 2014, The Journal of reproduction and development.

[51]  L. Brennan,et al.  Predictive value of bovine follicular components as markers of oocyte developmental potential. , 2014, Reproduction, fertility, and development.

[52]  Weijun Luo,et al.  Pathview: an R/Bioconductor package for pathway-based data integration and visualization , 2013, Bioinform..

[53]  P. Collas,et al.  Chromatin-linked determinants of zygotic genome activation , 2013, Cellular and Molecular Life Sciences.

[54]  A. Uyar,et al.  Cumulus and granulosa cell markers of oocyte and embryo quality. , 2013, Fertility and sterility.

[55]  R. E. Everts,et al.  Messenger RNAs in metaphase II oocytes correlate with successful embryo development to the blastocyst stage , 2012, Zygote.

[56]  Guangchuang Yu,et al.  clusterProfiler: an R package for comparing biological themes among gene clusters. , 2012, Omics : a journal of integrative biology.

[57]  Y. Soh,et al.  Identification of maturation and protein synthesis related proteins from porcine oocytes during in vitro maturation , 2011, Proteome Science.

[58]  Yuguang Shi,et al.  SNX25 regulates TGF-β signaling by enhancing the receptor degradation. , 2011, Cellular signalling.

[59]  P. Lonergan,et al.  Sequential analysis of global gene expression profiles in immature and in vitro matured bovine oocytes: potential molecular markers of oocyte maturation , 2011, BMC Genomics.

[60]  T. Woodruff,et al.  Role of PCSK5 Expression in Mouse Ovarian Follicle Development: Identification of the Inhibin α- and β-Subunits as Candidate Substrates , 2011, PloS one.

[61]  David S. Lapointe,et al.  ChIPpeakAnno: a Bioconductor package to annotate ChIP-seq and ChIP-chip data , 2010, BMC Bioinformatics.

[62]  Robert Gentleman,et al.  rtracklayer: an R package for interfacing with genome browsers , 2009, Bioinform..

[63]  J. Ireland,et al.  Molecular determinants of oocyte competence: potential functional role for maternal (oocyte-derived) follistatin in promoting bovine early embryogenesis. , 2009, Endocrinology.

[64]  M. Matzuk,et al.  Revisiting oocyte–somatic cell interactions: in search of novel intrafollicular predictors and regulators of oocyte developmental competence , 2008, Molecular human reproduction.

[65]  E. Wahle,et al.  Control of c-myc mRNA stability by IGF2BP1-associated cytoplasmic RNPs. , 2008, RNA.

[66]  Clifford A. Meyer,et al.  Model-based Analysis of ChIP-Seq (MACS) , 2008, Genome Biology.

[67]  Hadley Wickham,et al.  Reshaping Data with the reshape Package , 2007 .

[68]  A. J. Watson Oocyte cytoplasmic maturation: a key mediator of oocyte and embryo developmental competence. , 2007, Journal of animal science.

[69]  A. Spradling,et al.  Mouse oocytes within germ cell cysts and primordial follicles contain a Balbiani body , 2007, Proceedings of the National Academy of Sciences.

[70]  L. Langeberg,et al.  The protein kinase A anchoring protein mAKAP coordinates two integrated cAMP effector pathways , 2005, Nature.

[71]  C. Cepko,et al.  The Noncoding RNA Taurine Upregulated Gene 1 Is Required for Differentiation of the Murine Retina , 2005, Current Biology.

[72]  R. Gilchrist,et al.  Influence of oocyte-secreted factors and culture duration on the metabolic activity of bovine cumulus cell complexes. , 2003, Reproduction.

[73]  Rebecca L. Brown,et al.  A-Kinase Anchor Proteins as Potential Regulators of Protein Kinase A Function in Oocytes1 , 2002, Biology of reproduction.

[74]  H. Fan,et al.  Roles of MAP kinase signaling pathway in oocyte meiosis , 2002 .

[75]  F. Gandolfi,et al.  The maternal legacy to the embryo: cytoplasmic components and their effects on early development. , 2001, Theriogenology.

[76]  D. Kell,et al.  The Kyoto Encyclopedia of Genes and Genomes—KEGG , 2000, Yeast.

[77]  A. Hsueh,et al.  Initial and cyclic recruitment of ovarian follicles. , 2000, Endocrine reviews.

[78]  K. Matthews,et al.  A functionally specialized alpha-tubulin is required for oocyte meiosis and cleavage mitoses in Drosophila. , 1993, Development.

[79]  D. Wildt,et al.  Proteomic analysis of germinal vesicles in the domestic cat model reveals candidate nuclear proteins involved in oocyte competence acquisition , 2018, Molecular human reproduction.

[80]  C. Hill,et al.  TGF-β Superfamily Signaling , 2016 .

[81]  T. Lumley,et al.  gplots: Various R Programming Tools for Plotting Data , 2015 .

[82]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[83]  Thomas R. Gingeras,et al.  STAR: ultrafast universal RNA-seq aligner , 2013, Bioinform..

[84]  J. van Blerkom Mitochondrial function in the human oocyte and embryo and their role in developmental competence. , 2011, Mitochondrion.

[85]  P. Coussens,et al.  Functional genomics studies of oocyte competence: evidence that reduced transcript abundance for follistatin is associated with poor developmental competence of bovine oocytes. , 2007, Reproduction.

[86]  G. Coticchio,et al.  Polar body morphology and spindle imaging as predictors of oocyte quality. , 2005, Reproductive biomedicine online.

[87]  C. Combelles,et al.  Origins and manifestations of oocyte maturation competencies. , 2003, Reproductive biomedicine online.

[88]  H. Schatten,et al.  Role of the MAPK cascade in mammalian germ cells. , 1999, Reproduction, fertility, and development.

[89]  Hiroyuki Ogata,et al.  KEGG: Kyoto Encyclopedia of Genes and Genomes , 1999, Nucleic Acids Res..