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Takahashi F, Baba T, Christianto A, Yanai S, Lee-Okada HC, Ishiwata K, Nakabayashi K, Hata K, Ishii T, Hasegawa T, Yokomizo T, Choi MH, Morohashi KI. Development of sexual dimorphism of skeletal muscles through the adrenal cortex, caused by androgen-induced global gene suppression. Cell Rep 2024; 43:113715. [PMID: 38306273 DOI: 10.1016/j.celrep.2024.113715] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 12/08/2023] [Accepted: 01/11/2024] [Indexed: 02/04/2024] Open
Abstract
The zona fasciculata (zF) in the adrenal cortex contributes to multiple physiological actions through glucocorticoid synthesis. The size, proliferation, and glucocorticoid synthesis characteristics are all female biased, and sexual dimorphism is established by androgen. In this study, transcriptomes were obtained to unveil the sex differentiation mechanism. Interestingly, both the amount of mRNA and the expressions of nearly all genes were higher in females. The expression of Nr5a1, which is essential for steroidogenic cell differentiation, was also female biased. Whole-genome studies demonstrated that NR5A1 regulates nearly all gene expression directly or indirectly. This suggests that androgen-induced global gene suppression is potentially mediated by NR5A1. Using Nr5a1 heterozygous mice, whose adrenal cortex is smaller than the wild type, we demonstrated that the size of skeletal muscles is possibly regulated by glucocorticoid synthesized by zF. Taken together, considering the ubiquitous presence of glucocorticoid receptors, our findings provide a pathway for sex differentiation through glucocorticoid synthesis.
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Affiliation(s)
- Fumiya Takahashi
- Department of Systems Life Sciences, Graduate School of Systems Life Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Takashi Baba
- Department of Systems Life Sciences, Graduate School of Systems Life Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan; Department of Molecular Biology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan.
| | - Antonius Christianto
- Department of Systems Life Sciences, Graduate School of Systems Life Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan; Department of Molecular Biology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Shogo Yanai
- Department of Systems Life Sciences, Graduate School of Systems Life Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Hyeon-Cheol Lee-Okada
- Department of Biochemistry, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Keisuke Ishiwata
- Department of Maternal-Fetal Biology, Research Institute, National Center for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo 157-0074, Japan
| | - Kazuhiko Nakabayashi
- Department of Maternal-Fetal Biology, Research Institute, National Center for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo 157-0074, Japan
| | - Kenichiro Hata
- Department of Maternal-Fetal Biology, Research Institute, National Center for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo 157-0074, Japan; Department of Human Molecular Genetics, Gunma University Graduate School of Medicine, Maebashi, Gunma 371-8511, Japan
| | - Tomohiro Ishii
- Department of Pediatrics, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan
| | - Tomonobu Hasegawa
- Department of Pediatrics, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan
| | - Takehiko Yokomizo
- Department of Biochemistry, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Man Ho Choi
- Center for Advanced Biomolecular Recognition, Korea Institute of Science and Technology, Seoul 02792, Korea
| | - Ken-Ichirou Morohashi
- Department of Systems Life Sciences, Graduate School of Systems Life Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan; Department of Molecular Biology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan; Department of Internal Medicine, Kurume University School of Medicine, 67 Asahimachi, Kurume 830-0011, Japan.
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2
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MacCarthy CM, Wu G, Malik V, Menuchin-Lasowski Y, Velychko T, Keshet G, Fan R, Bedzhov I, Church GM, Jauch R, Cojocaru V, Schöler HR, Velychko S. Highly cooperative chimeric super-SOX induces naive pluripotency across species. Cell Stem Cell 2024; 31:127-147.e9. [PMID: 38141611 DOI: 10.1016/j.stem.2023.11.010] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 09/02/2023] [Accepted: 11/20/2023] [Indexed: 12/25/2023]
Abstract
Our understanding of pluripotency remains limited: iPSC generation has only been established for a few model species, pluripotent stem cell lines exhibit inconsistent developmental potential, and germline transmission has only been demonstrated for mice and rats. By swapping structural elements between Sox2 and Sox17, we built a chimeric super-SOX factor, Sox2-17, that enhanced iPSC generation in five tested species: mouse, human, cynomolgus monkey, cow, and pig. A swap of alanine to valine at the interface between Sox2 and Oct4 delivered a gain of function by stabilizing Sox2/Oct4 dimerization on DNA, enabling generation of high-quality OSKM iPSCs capable of supporting the development of healthy all-iPSC mice. Sox2/Oct4 dimerization emerged as the core driver of naive pluripotency with its levels diminished upon priming. Transient overexpression of the SK cocktail (Sox+Klf4) restored the dimerization and boosted the developmental potential of pluripotent stem cells across species, providing a universal method for naive reset in mammals.
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Affiliation(s)
| | - Guangming Wu
- Max Planck Institute for Molecular Biomedicine, Münster, Germany; International Bio Island, Guangzhou, China; MingCeler Biotech, Guangzhou, China
| | - Vikas Malik
- Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | | | - Taras Velychko
- Max Planck Institute for Molecular Biomedicine, Münster, Germany; Max Planck Institute for Multidisciplinary Sciences, Göttingen, Germany
| | - Gal Keshet
- Hebrew University of Jerusalem, Jerusalem, Israel
| | - Rui Fan
- Max Planck Institute for Molecular Biomedicine, Münster, Germany
| | - Ivan Bedzhov
- Max Planck Institute for Molecular Biomedicine, Münster, Germany
| | - George M Church
- Department of Genetics, Harvard Medical School, Boston, MA, USA; Wyss Institute, Harvard University, Boston, MA, USA
| | - Ralf Jauch
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China; Centre for Translational Stem Cell Biology, Hong Kong SAR, China
| | - Vlad Cojocaru
- Max Planck Institute for Molecular Biomedicine, Münster, Germany; University of Utrecht, Utrecht, the Netherlands; STAR-UBB Institute, Babeş-Bolyai University, Cluj-Napoca, Romania
| | - Hans R Schöler
- Max Planck Institute for Molecular Biomedicine, Münster, Germany.
| | - Sergiy Velychko
- Max Planck Institute for Molecular Biomedicine, Münster, Germany; Department of Genetics, Harvard Medical School, Boston, MA, USA; Wyss Institute, Harvard University, Boston, MA, USA.
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3
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Pulver C, Grun D, Duc J, Sheppard S, Planet E, Coudray A, de Fondeville R, Pontis J, Trono D. Statistical learning quantifies transposable element-mediated cis-regulation. Genome Biol 2023; 24:258. [PMID: 37950299 PMCID: PMC10637000 DOI: 10.1186/s13059-023-03085-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 10/09/2023] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND Transposable elements (TEs) have colonized the genomes of most metazoans, and many TE-embedded sequences function as cis-regulatory elements (CREs) for genes involved in a wide range of biological processes from early embryogenesis to innate immune responses. Because of their repetitive nature, TEs have the potential to form CRE platforms enabling the coordinated and genome-wide regulation of protein-coding genes by only a handful of trans-acting transcription factors (TFs). RESULTS Here, we directly test this hypothesis through mathematical modeling and demonstrate that differences in expression at protein-coding genes alone are sufficient to estimate the magnitude and significance of TE-contributed cis-regulatory activities, even in contexts where TE-derived transcription fails to do so. We leverage hundreds of overexpression experiments and estimate that, overall, gene expression is influenced by TE-embedded CREs situated within approximately 500 kb of promoters. Focusing on the cis-regulatory potential of TEs within the gene regulatory network of human embryonic stem cells, we find that pluripotency-specific and evolutionarily young TE subfamilies can be reactivated by TFs involved in post-implantation embryogenesis. Finally, we show that TE subfamilies can be split into truly regulatorily active versus inactive fractions based on additional information such as matched epigenomic data, observing that TF binding may better predict TE cis-regulatory activity than differences in histone marks. CONCLUSION Our results suggest that TE-embedded CREs contribute to gene regulation during and beyond gastrulation. On a methodological level, we provide a statistical tool that infers TE-dependent cis-regulation from RNA-seq data alone, thus facilitating the study of TEs in the next-generation sequencing era.
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Affiliation(s)
- Cyril Pulver
- School of Life Sciences, Swiss Federal Institute of Technology Lausanne (EPFL), CH-1015, Lausanne, Switzerland
| | - Delphine Grun
- School of Life Sciences, Swiss Federal Institute of Technology Lausanne (EPFL), CH-1015, Lausanne, Switzerland
| | - Julien Duc
- School of Life Sciences, Swiss Federal Institute of Technology Lausanne (EPFL), CH-1015, Lausanne, Switzerland
| | - Shaoline Sheppard
- School of Life Sciences, Swiss Federal Institute of Technology Lausanne (EPFL), CH-1015, Lausanne, Switzerland
| | - Evarist Planet
- School of Life Sciences, Swiss Federal Institute of Technology Lausanne (EPFL), CH-1015, Lausanne, Switzerland
| | - Alexandre Coudray
- School of Life Sciences, Swiss Federal Institute of Technology Lausanne (EPFL), CH-1015, Lausanne, Switzerland
| | - Raphaël de Fondeville
- Swiss Data Science Center, Swiss Federal Institute of Technology Lausanne (EPFL), CH-1015, Lausanne, Switzerland.
| | - Julien Pontis
- School of Life Sciences, Swiss Federal Institute of Technology Lausanne (EPFL), CH-1015, Lausanne, Switzerland.
- SOPHiA GENETICS SA, La Pièce 12, CH-1180, Rolle, Switzerland.
| | - Didier Trono
- School of Life Sciences, Swiss Federal Institute of Technology Lausanne (EPFL), CH-1015, Lausanne, Switzerland.
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Koo KM, Go YH, Kim SM, Kim CD, Do JT, Kim TH, Cha HJ. Label-free and non-destructive identification of naïve and primed embryonic stem cells based on differences in cellular metabolism. Biomaterials 2023; 293:121939. [PMID: 36521427 DOI: 10.1016/j.biomaterials.2022.121939] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 10/25/2022] [Accepted: 12/02/2022] [Indexed: 12/07/2022]
Abstract
Pluripotent stem cells (PSCs) exist in naïve or primed states based on their origin. For in vitro culture, these PSCs require different supplements and growth factors. However, owing to their similar phenotypic features, identifying both cell types without harming cellular functions is challenging. This study reports an electrochemical method that enables simple, label-free, and non-destructive detection of naïve embryonic stem cells (ESCs) derived from mouse ESCs, based on the differences in cellular metabolism. Two major metabolic pathways to generate adenosine triphosphate (ATP)-glycolysis and oxidative phosphorylation (OXPHOS)-were blocked, and it was found that mitochondrial energy generation is the origin of the strong electrochemical signals of naïve ESCs. The number of ESCs is quantified when mixed with primed ESCs or converted from naïve-primed switchable metastable ESCs. The mouse PSCs derived from doxycycline-inducible mouse embryonic fibroblasts (MEFs) are also sensitively identified among other cell types such as unconverted MEFs and primed PSCs. The developed sensing platform operates in a non-invasive and label-free manner. Thus, it can be useful in the development of stem cell-derived therapeutics.
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Affiliation(s)
- Kyeong-Mo Koo
- School of Integrative Engineering, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Young-Hyun Go
- Research Institute of Pharmaceutical Science, Seoul National University, Seoul, 08826, Republic of Korea; College of Pharmacy, Seoul National University, Seoul, 08826, Republic of Korea
| | - Seong-Min Kim
- College of Pharmacy, Seoul National University, Seoul, 08826, Republic of Korea
| | - Chang-Dae Kim
- School of Integrative Engineering, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Jeong Tae Do
- Department of Stem Cell and Regenerative Biology, College of Animal Bioscience and Technology, Konkuk University, Seoul, Republic of Korea
| | - Tae-Hyung Kim
- School of Integrative Engineering, Chung-Ang University, Seoul, 06974, Republic of Korea.
| | - Hyuk-Jin Cha
- College of Pharmacy, Seoul National University, Seoul, 08826, Republic of Korea.
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5
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Klein RH, Knoepfler PS. DPPA2, DPPA4, and other DPPA factor epigenomic functions in cell fate and cancer. Stem Cell Reports 2021; 16:2844-2851. [PMID: 34767751 PMCID: PMC8693620 DOI: 10.1016/j.stemcr.2021.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 10/13/2021] [Accepted: 10/14/2021] [Indexed: 11/30/2022] Open
Abstract
Many gene networks are shared between pluripotent stem cells and cancer; a concept exemplified by several DPPA factors such as DPPA2 and DPPA4, which are highly and selectively expressed in stem cells but also found to be reactivated in cancer. Despite their striking expression pattern, for many years the function of DPPA2 and DPPA4 remained a mystery; knockout of Dppa2 and Dppa4 did not affect pluripotency, but caused lung and skeletal defects late in development, long after Dppa2 and Dppa4 expression had been turned off. A number of recent papers have further clarified and defined the roles of these important factors, identifying roles in priming the chromatin and maintaining developmental competency through regulating both H3K4me3 and H3K27me3 at bivalent chromatin domains, and acting to remodel chromatin and facilitate reprogramming of somatic cells to induced pluripotency. These findings highlight an important regulatory role for DPPA2 and DPPA4 at the transitional boundary between pluripotency and differentiation and may have relevance to the functions of DPPA2 and 4 in the context of cancer cells as well.
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Affiliation(s)
- Rachel Herndon Klein
- Department of Cell Biology and Human Anatomy, University of California, Davis, CA 95616, USA; Institute of Pediatric Regenerative Medicine, Shriners Hospital for Children Northern California, Sacramento, CA 95817, USA; Genome Center, University of California, Davis, CA 95616, USA
| | - Paul S Knoepfler
- Department of Cell Biology and Human Anatomy, University of California, Davis, CA 95616, USA; Institute of Pediatric Regenerative Medicine, Shriners Hospital for Children Northern California, Sacramento, CA 95817, USA; Genome Center, University of California, Davis, CA 95616, USA.
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6
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Sexton CE, Tillett RL, Han MV. The essential but enigmatic regulatory role of HERVH in pluripotency. Trends Genet 2021; 38:12-21. [PMID: 34340871 DOI: 10.1016/j.tig.2021.07.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 07/07/2021] [Accepted: 07/08/2021] [Indexed: 01/09/2023]
Abstract
Human specific endogenous retrovirus H (HERVH) is highly expressed in both naive and primed stem cells and is essential for pluripotency. Despite the proven relationship between HERVH expression and pluripotency, there is no single definitive model for the function of HERVH. Instead, several hypotheses of a regulatory function have been put forward including HERVH acting as enhancers, long noncoding RNAs (lncRNAs), and most recently as markers of topologically associating domain (TAD) boundaries. Recently several enhancer-associated lncRNAs have been characterized, which bind to Mediator and are necessary for promoter-enhancer folding interactions. We propose a synergistic model of HERVH function combining relevant findings and discuss the current limitations for its role in regulation, including the lack of evidence for a pluripotency-associated target gene.
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Affiliation(s)
- Corinne E Sexton
- School of Life Sciences, University of Nevada, Las Vegas, NV 89154, USA
| | | | - Mira V Han
- School of Life Sciences, University of Nevada, Las Vegas, NV 89154, USA; Nevada Institute of Personalized Medicine, Las Vegas, NV 89154, USA.
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7
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Choudhary RK, Capuco AV. Expression of NR5A2, NUP153, HNF4A, USP15 and FNDC3B is consistent with their use as novel biomarkers for bovine mammary stem/progenitor cells. J Mol Histol 2021; 52:289-300. [PMID: 33400051 DOI: 10.1007/s10735-020-09948-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 12/18/2020] [Indexed: 12/19/2022]
Abstract
Mammary stem cells (MaSC) are essential for growth and maintenance of mammary epithelium. Previous studies have utilized morphological characteristics or retention of bromodeoxyuridine (BrdU) label to identify MaSC and progenitor cells, these approaches may not be feasible or may not identify all resident stem cells. Alternatively, these special cells may be identified by assessing protein and mRNA expression of appropriate markers. The focus of this study was to assess the staining patterns and in situ quantification of novel candidate markers for bovine MaSC/progenitor cells. The candidate markers for MaSC/progenitor cells for immunohistochemical analysis were: NR5A2, NUP153, HNF4A, USP15 and FNDC3B and for in situ transcripts quantification were HNF4A and NUP153. We also evaluated protein expression pattern of presumptive MaSC markers known from the literature namely, ALDH1, MSI1 and Notch3. We found that NR5A2, NUP153, HNF4A and USP15-labeled cells represented 2.5-6% of epithelial cells prepubertally and were distributed in a fashion consistent with the location and abundance of MaSC/progenitor cells. A transient increase (10-37%) in expression of these markers was observed at peak lactation. FNDC3B was localized mainly in the nucleus prepubertally and in the cytoplasm of myoepithelial cells and nuclei of a limited number of alveolar cells during lactation. Abundant expression (~ 48%) and luminal localization of ALDH1 precludes its use as a bovine MaSC marker but may include transamplifying progenitor cells. MSI1 staining was consistent with MaSC localization. Onset of lumen formation in mammary ducts of prepubertal gland was associated with Notch 3 expression in the apical surface of luminal cells. RNAscope analysis of HNF4A and NUP153 transcripts in calf mammary gland showed very low copy numbers in a few epithelial cells, supporting the idea that these markers are expressed by fewer cells of epithelial origin. This study suggests that NR5A2, NUP153, HNF4A, USP15 and FNDC3B are likely markers for bovine MaSC/progenitor cells. Quantification of RNA transcripts of HNF4A and NUP153 in bovine MEC as potential MaSC markers are novel. Further studies to correlate protein expression of these markers with their transcripts level using single cell analysis in larger samples in lactating cow at different physiological stages are warranted.
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Affiliation(s)
- Ratan K Choudhary
- Department of Animal and Avian Sciences, University of Maryland, College Park, MD, USA.
- College of Animal Biotechnology, Guru Angad Dev Veterinary and Animal Sciences University, Ludhiana, Punjab, India.
| | - Anthony V Capuco
- Department of Animal and Avian Sciences, University of Maryland, College Park, MD, USA
- USDA-ARS Beltsville Agricultural Research Center, Beltsville, MD, USA
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8
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Morohashi KI, Inoue M, Baba T. Coordination of Multiple Cellular Processes by NR5A1/Nr5a1. Endocrinol Metab (Seoul) 2020; 35:756-764. [PMID: 33397036 PMCID: PMC7803590 DOI: 10.3803/enm.2020.402] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Accepted: 11/27/2020] [Indexed: 11/11/2022] Open
Abstract
The agenesis of the gonads and adrenal gland in revealed by knockout mouse studies strongly suggested a crucial role for Nr5a1 (SF-1 or Ad4BP) in organ development. In relation to these striking phenotypes, NR5A1/Nr5a1 has the potential to reprogram cells to steroidogenic cells, endow pluripotency, and regulate cell proliferation. However, due to limited knowledge regarding NR5A1 target genes, the mechanism by which NR5A1/Nr5a1 regulates these fundamental processes has remained unknown. Recently, newlyestablished technologies have enabled the identification of NR5A1 target genes related to multiple metabolic processes, as well as the aforementioned biological processes. Considering that active cellular processes are expected to be accompanied by active metabolism, NR5A1 may act as a key factor for processes such as cell differentiation, proliferation, and survival by coordinating these processes with cellular metabolism. A complete and definite picture of the cellular processes coordinated by NR5A1/Nr5a1 could be depicted by accumulating evidence of the potential target genes through whole genome studies.
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Affiliation(s)
- Ken-Ichirou Morohashi
- Division of Biology of Sex Differences, Graduate School of Medical Sciences, and Graduate School of Systems Life Sciences, Kyushu University, Fukuoka, Japan
| | - Miki Inoue
- Division of Biology of Sex Differences, Graduate School of Medical Sciences, and Graduate School of Systems Life Sciences, Kyushu University, Fukuoka, Japan
| | - Takashi Baba
- Division of Biology of Sex Differences, Graduate School of Medical Sciences, and Graduate School of Systems Life Sciences, Kyushu University, Fukuoka, Japan
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