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Cochran JD, Leathers TA, Maldosevic E, Siejda KW, Vitello J, Lee H, Bradley LA, Young A, Jomaa A, Wolf MJ. Cell cycle specific, differentially tagged ribosomal proteins to measure phase specific transcriptomes from asynchronously cycling cells. Sci Rep 2024; 14:1623. [PMID: 38238470 PMCID: PMC10796924 DOI: 10.1038/s41598-024-52085-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 01/13/2024] [Indexed: 01/22/2024] Open
Abstract
Asynchronously cycling cells pose a challenge to the accurate characterization of phase-specific gene expression. Current strategies, including RNAseq, survey the steady state gene expression across the cell cycle and are inherently limited by their inability to resolve dynamic gene regulatory networks. Single cell RNAseq (scRNAseq) can identify different cell cycle transcriptomes if enough cycling cells are present, however some cells are not amenable to scRNAseq. Therefore, we merged two powerful strategies, the CDT1 and GMNN degrons used in Fluorescent Ubiquitination-based Cell Cycle Indicator (FUCCI) cell cycle sensors and the ribosomal protein epitope tagging used in RiboTrap/Tag technologies to isolate cell cycle phase-specific mRNA for sequencing. The resulting cell cycle dependent, tagged ribosomal proteins (ccTaggedRP) were differentially expressed during the cell cycle, had similar subcellular locations as endogenous ribosomal proteins, incorporated into ribosomes and polysomes, and facilitated the recovery of cell cycle phase-specific RNA for sequencing. ccTaggedRP has broad applications to investigate phase-specific gene expression in complex cell populations.
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Affiliation(s)
- Jesse D Cochran
- Medical Scientist Training Program, University of Virginia, Charlottesville, VA, USA
| | - Tess A Leathers
- Department of Anatomy, Physiology, and Cell Biology, University of California, Davis, USA
| | - Emir Maldosevic
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, USA
| | - Klara W Siejda
- Department of Medicine, University of Virginia, Charlottesville, VA, USA
| | - Julian Vitello
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, USA
| | - Haesol Lee
- Department of Medicine, University of Virginia, Charlottesville, VA, USA
| | - Leigh A Bradley
- Department of Medicine, University of Virginia, Charlottesville, VA, USA
- Robert M. Berne Cardiovascular Research Center, University of Virginia, Charlottesville, VA, USA
| | - Alex Young
- Department of Medicine, University of Virginia, Charlottesville, VA, USA
- Robert M. Berne Cardiovascular Research Center, University of Virginia, Charlottesville, VA, USA
| | - Ahmad Jomaa
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, USA
| | - Matthew J Wolf
- Department of Medicine, University of Virginia, Charlottesville, VA, USA.
- Robert M. Berne Cardiovascular Research Center, University of Virginia, Charlottesville, VA, USA.
- Division of Cardiology, University of Virginia, Medical Research Building 5 (MR5), Room G213, 415 Lane Road, Charlottesville, VA, 22908, USA.
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Ferrero H, Corachán A, Aguilar A, Quiñonero A, Carbajo-García MC, Alamá P, Tejera A, Taboas E, Muñoz E, Pellicer A, Domínguez F. Single-cell RNA sequencing of oocytes from ovarian endometriosis patients reveals a differential transcriptomic profile associated with lower quality. Hum Reprod 2020; 34:1302-1312. [PMID: 31211846 DOI: 10.1093/humrep/dez053] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Revised: 01/30/2019] [Indexed: 12/20/2022] Open
Abstract
STUDY QUESTION Do oocytes from women with ovarian endometriosis (OE) have a different transcriptomic profile than those from healthy women? SUMMARY ANSWER Oocytes from endometriosis patients, independently of whether they came from the affected ovary, exhibited a differential transcriptomic profile compared to oocytes from healthy egg donors. WHAT IS KNOWN ALREADY Studies of endometriosis have sought to determine whether OE affects oocyte quality. While many reports indicate that oocytes recovered from endometriotic ovaries may be affected by the disease, other studies have found no significant differences among oocyte/embryo quality and fertilization, implantation and pregnancy rates in women with endometriosis. STUDY DESIGN, SIZE, DURATION This prospective study compared metaphase II (MII) oocytes (n = 16) from endometriosis patients (n = 7) to oocytes (n = 16) from healthy egg donors (n = 5) by single-cell RNA sequencing (scRNA-seq). Participants were recruited between December 2016 and February 2018 at IVI-RMA Valencia and Vigo clinics. PARTICIPANTS/MATERIALS, SETTING, METHODS Human MII oocytes were collected from healthy egg donors and OE patients aged 18-34 years, with a body mass index of <30 and >6 pre-antral follicles. RNA was extracted, cDNA was generated and libraries were constructed and sequenced. scRNA-seq data libraries were processed and statistically analysed. Selected genes were validated by quantitative real-time PCR. MAIN RESULTS AND THE ROLE OF CHANCE Our scRNA-seq results revealed an effect of endometriosis on global transcriptome behaviour in oocytes from endometriotic ovaries. The highest number of differentially expressed genes (DEGs) was found when oocytes from women with OE were compared to oocytes from healthy donors [520 DEGs (394 upregulated and 126 downregulated)], independently of whether oocytes came from an affected or unaffected ovary. Among the top 20 significant DEGs in this comparison, most were upregulated, including APOE, DUSP1, G0S2, H2AFZ, ID4, MGST1 and WEE1. PXK was the only downregulated gene. Subsequently, functional analysis showed 31 enriched functions deregulated in endometriosis patients (Benjamini P < 0.1), being 16 significant enriched functions considering Benjamini P < 0.05, which involved in biological processes and molecular functions, such as steroid metabolism, response to oxidative stress and cell growth regulation. In addition, our functional analysis showed enrichment for mitochondria, which are an important cellular component in oocyte development. Other functions important in embryo development, such as angiogenesis and methylation, were also significantly enriched. LARGE SCALE DATA All raw sequencing data are submitted in Gene Expression Omnibus (GEO) under accession number (PRJNA514416). LIMITATIONS, REASONS FOR CAUTION This study was restricted only to OE and thereby other anatomical entities, such as peritoneal and deep infiltrating endometriosis, were not considered. This is a descriptive study with a limited number of samples reflecting the difficulty to recruit human oocytes, especially from women with endometriosis. WIDER IMPLICATIONS OF THE FINDINGS This study suggests that OE exhibits a global transcriptomic effect on oocytes of patients in OE, independently if they come from an affected or unaffected ovary and alters key biological processes and molecular functions related to steroid metabolism, response to oxidative stress and cell growth regulation, which reduce oocyte quality. STUDY FUNDING/COMPETING INTEREST(S) This research was supported by IVI Foundation, the Spanish Ministry of Economy and Competitiveness through the Miguel Servet programme (CPII018/00002 to F.D.), the Sara Borrell Program (CD15/00057 to H.F.) and the VALi+d Programe (Generalitat Valenciana); ACIF/2016/444 to A.C.). The authors have no conflicts of interest to declare. TRIAL REGISTRATION NUMBER None.
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Affiliation(s)
- Hortensia Ferrero
- Fundación Instituto Valenciano de Infertilidad, Instituto Universitario IVI, Valencia, Spain.,INCLIVA Biomedical Research Institute, Valencia, Spain
| | - Ana Corachán
- Fundación Instituto Valenciano de Infertilidad, Instituto Universitario IVI, Valencia, Spain.,Department of Pediatrics, Obstetrics and Gynecology, University of Valencia, Valencia, Spain
| | - Alejandra Aguilar
- Instituto Valenciano de Infertilidad-Reproductive Medicine Associates (IVI-RMA), London, UK
| | - Alicia Quiñonero
- Fundación Instituto Valenciano de Infertilidad, Instituto Universitario IVI, Valencia, Spain
| | | | - Pilar Alamá
- Instituto Valenciano de Infertilidad-Reproductive Medicine Associates (IVI-RMA) Valencia, Valencia, Spain
| | - Alberto Tejera
- Instituto Valenciano de Infertilidad-Reproductive Medicine Associates (IVI-RMA) Valencia, Valencia, Spain
| | - Esther Taboas
- Instituto Valenciano de Infertilidad-Reproductive Medicine Associates (IVI-RMA) Valencia, Vigo, Spain
| | - Elkin Muñoz
- Instituto Valenciano de Infertilidad-Reproductive Medicine Associates (IVI-RMA) Valencia, Vigo, Spain
| | - Antonio Pellicer
- Fundación Instituto Valenciano de Infertilidad, Instituto Universitario IVI, Valencia, Spain.,Department of Pediatrics, Obstetrics and Gynecology, University of Valencia, Valencia, Spain
| | - Francisco Domínguez
- Fundación Instituto Valenciano de Infertilidad, Instituto Universitario IVI, Valencia, Spain.,Health Research Institute la Fe, Valencia, Spain
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Yoon JW, Lee SE, Park YG, Kim WJ, Park HJ, Park CO, Kim SH, Oh SH, Lee DG, Pyeon DB, Kim EY, Park SP. The antioxidant icariin protects porcine oocytes from age-related damage in vitro. Anim Biosci 2020; 34:546-557. [PMID: 32777912 PMCID: PMC7961286 DOI: 10.5713/ajas.20.0046] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 04/29/2020] [Indexed: 02/08/2023] Open
Abstract
OBJECTIVE If fertilization does not occur within a specific period, the quality of unfertilized oocytes in the oviduct (in vivo aging) or in culture (in vitro aging) will deteriorate over time. Icariin (ICA), found in all species of Epimedium herbs, has strong antioxidant activity, and is thought to exert anti-aging effects in vitro. We asked whether ICA protects oocytes against age-related changes in vitro. METHODS We analyzed the reactive oxygen species (ROS) levels and expression of antioxidant, maternal, and estrogen receptor genes, and along with spindle morphology, and the developmental competence and quality of embryos in the presence and absence of ICA. RESULTS Treatment with 5 μM ICA (ICA-5) led to a significant reduction in ROS activity, but increased mRNA expression of glutathione and antioxidant genes (superoxide dismutase 1 [SOD1], SOD2, peroxiredoxin 5, and nuclear factor erythroid 2-like 2), during aging in vitro. In addition, ICA-5 prevented defects in spindle formation and chromosomal alignment, and increased mRNA expression of cytoplasmic maturation factor genes (bone morphogenetic protein 15, cyclin B1, MOS proto-oncogene, serine/threonine kinase, and growth differentiation factor-9). It also prevented apoptosis, increased mRNA expression of antiapoptotic genes (BCL2-like 1 and baculoviral IAP repeat-containing 5), and reduced mRNA expression of pro-apoptotic genes (BCL2 antagonist/killer 1 and activation of caspase-3). Although the maturation and cleavage rates were similar in all groups, the total cell number per blastocyst and the percentage of apoptotic cells at the blastocyst stage were higher and lower, respectively, in the control and ICA-5 groups than in the aging group. CONCLUSION ICA protects oocytes against damage during aging in vitro; therefore, it can be used to improve assisted reproductive technologies.
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Affiliation(s)
- Jae-Wook Yoon
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, Jeju 63243, Korea.,Stem Cell Research Center, Jeju National University, Jeju 63243, Korea
| | - Seung-Eun Lee
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, Jeju 63243, Korea.,Stem Cell Research Center, Jeju National University, Jeju 63243, Korea
| | - Yun-Gwi Park
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, Jeju 63243, Korea.,Stem Cell Research Center, Jeju National University, Jeju 63243, Korea
| | - Won-Jae Kim
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, Jeju 63243, Korea.,Stem Cell Research Center, Jeju National University, Jeju 63243, Korea
| | - Hyo-Jin Park
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, Jeju 63243, Korea.,Stem Cell Research Center, Jeju National University, Jeju 63243, Korea
| | - Chan-Oh Park
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, Jeju 63243, Korea.,Stem Cell Research Center, Jeju National University, Jeju 63243, Korea
| | - So-Hee Kim
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, Jeju 63243, Korea.,Stem Cell Research Center, Jeju National University, Jeju 63243, Korea
| | - Seung-Hwan Oh
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, Jeju 63243, Korea.,Stem Cell Research Center, Jeju National University, Jeju 63243, Korea
| | - Do-Geon Lee
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, Jeju 63243, Korea.,Stem Cell Research Center, Jeju National University, Jeju 63243, Korea
| | - Da-Bin Pyeon
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, Jeju 63243, Korea.,Stem Cell Research Center, Jeju National University, Jeju 63243, Korea
| | - Eun-Young Kim
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, Jeju 63243, Korea.,Stem Cell Research Center, Jeju National University, Jeju 63243, Korea.,Mirae Cell Bio, Seoul 04795, Korea
| | - Se-Pill Park
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, Jeju 63243, Korea.,Stem Cell Research Center, Jeju National University, Jeju 63243, Korea.,Mirae Cell Bio, Seoul 04795, Korea
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