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Hashemi Karoii D, Azizi H, Skutella T. Integrating Microarray Data and Single-Cell RNA-Seq Reveals Key Gene Involved in Spermatogonia Stem Cell Aging. Int J Mol Sci 2024; 25:11653. [PMID: 39519201 PMCID: PMC11546342 DOI: 10.3390/ijms252111653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 10/18/2024] [Accepted: 10/22/2024] [Indexed: 11/16/2024] Open
Abstract
The in vitro generation of spermatogonial stem cells (SSCs) from embryonic stem cells (ESCs) offers a viable approach for addressing male infertility. A multitude of molecules participate in this intricate process, which requires additional elucidation. Despite the decline in SSCs in aged testes, SSCs are deemed immortal since they can multiply for three years with repeated transplantation. Nonetheless, the examination of aging is challenging due to the limited quantity and absence of precise indicators. Using a microarray, we assessed genome-wide transcripts (about 55,000 transcripts) of fibroblasts and SSCs. The WGCNA approach was then used to look for SSC-specific transcription factors (TFs) and hub SSC-specific genes based on ATAC-seq, DNase-seq, RNA-seq, and microarray data from the GEO databases as well as gene expression data (RNA-seq and microarray data). The microarray analysis of three human cases with different SSCs revealed that 6 genes were upregulated, and the expression of 23 genes was downregulated compared to the normal case in relation to aging genes. To reach these results, online assessments of Enrich Shiny GO, STRING, and Cytoscape were used to forecast the molecular and functional connections of proteins before identifying the master routes. The biological process and molecular function keywords of cell-matrix adhesion, telomerase activity, and telomere cap complex were shown to be significantly altered in upregulated differentially expressed genes (DEGs) by the functional enrichment analysis. According to our preliminary research, cell-specific TFs and TF-mediated GRNs are involved in the creation of SSCs. In order to maximize the induction efficiency of ESC differentiation into SSCs in vitro, hub SSC-specific genes and important SSC-specific TFs were identified, and sophisticated network regulation was proposed. According to our research, these genes and the hub proteins that they interact with may be able to shine a light on the pathophysiologies of infertility and aberrant germ cells.
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Affiliation(s)
- Danial Hashemi Karoii
- Department of Cell and Molecular Biology, School of Biology, College of Science, University of Tehran, Tehran 14174-66191, Iran;
- Faculty of Biotechnology, Amol University of Special Modern Technologies, Amol 46156-64616, Iran
| | - Hossein Azizi
- Faculty of Biotechnology, Amol University of Special Modern Technologies, Amol 46156-64616, Iran
| | - Thomas Skutella
- Institute for Anatomy and Cell Biology, Medical Faculty, University of Heidelberg, Im Neuenheimer Feld 307, 69120 Heidelberg, Germany;
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Heyes E, Wilhelmson AS, Wenzel A, Manhart G, Eder T, Schuster MB, Rzepa E, Pundhir S, D'Altri T, Frank AK, Gentil C, Woessmann J, Schoof EM, Meggendorfer M, Schwaller J, Haferlach T, Grebien F, Porse BT. TET2 lesions enhance the aggressiveness of CEBPA-mutant acute myeloid leukemia by rebalancing GATA2 expression. Nat Commun 2023; 14:6185. [PMID: 37794021 PMCID: PMC10550934 DOI: 10.1038/s41467-023-41927-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 09/22/2023] [Indexed: 10/06/2023] Open
Abstract
The myeloid transcription factor CEBPA is recurrently biallelically mutated (i.e., double mutated; CEBPADM) in acute myeloid leukemia (AML) with a combination of hypermorphic N-terminal mutations (CEBPANT), promoting expression of the leukemia-associated p30 isoform, and amorphic C-terminal mutations. The most frequently co-mutated genes in CEBPADM AML are GATA2 and TET2, however the molecular mechanisms underlying this co-mutational spectrum are incomplete. By combining transcriptomic and epigenomic analyses of CEBPA-TET2 co-mutated patients with models thereof, we identify GATA2 as a conserved target of the CEBPA-TET2 mutational axis, providing a rationale for the mutational spectra in CEBPADM AML. Elevated CEBPA levels, driven by CEBPANT, mediate recruitment of TET2 to the Gata2 distal hematopoietic enhancer thereby increasing Gata2 expression. Concurrent loss of TET2 in CEBPADM AML induces a competitive advantage by increasing Gata2 promoter methylation, thereby rebalancing GATA2 levels. Of clinical relevance, demethylating treatment of Cebpa-Tet2 co-mutated AML restores Gata2 levels and prolongs disease latency.
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Affiliation(s)
- Elizabeth Heyes
- University of Veterinary Medicine, Institute of Medical Biochemistry, Vienna, Austria
| | - Anna S Wilhelmson
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Anne Wenzel
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Gabriele Manhart
- University of Veterinary Medicine, Institute of Medical Biochemistry, Vienna, Austria
| | - Thomas Eder
- University of Veterinary Medicine, Institute of Medical Biochemistry, Vienna, Austria
| | - Mikkel B Schuster
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Edwin Rzepa
- University of Veterinary Medicine, Institute of Medical Biochemistry, Vienna, Austria
| | - Sachin Pundhir
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Teresa D'Altri
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Anne-Katrine Frank
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Coline Gentil
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jakob Woessmann
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
| | - Erwin M Schoof
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
| | | | - Jürg Schwaller
- Department of Biomedicine, University Children's Hospital Basel, Basel, Switzerland
| | | | - Florian Grebien
- University of Veterinary Medicine, Institute of Medical Biochemistry, Vienna, Austria.
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria.
| | - Bo T Porse
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark.
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark.
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.
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Rodriguez Y Baena A, Rajendiran S, Manso BA, Krietsch J, Boyer SW, Kirschmann J, Forsberg EC. New transgenic mouse models enabling pan-hematopoietic or selective hematopoietic stem cell depletion in vivo. Sci Rep 2022; 12:3156. [PMID: 35210475 PMCID: PMC8873235 DOI: 10.1038/s41598-022-07041-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 02/07/2022] [Indexed: 12/22/2022] Open
Abstract
Hematopoietic stem cell (HSC) multipotency and self-renewal are typically defined through serial transplantation experiments. Host conditioning is necessary for robust HSC engraftment, likely by reducing immune-mediated rejection and by clearing limited HSC niche space. Because irradiation of the recipient mouse is non-specific and broadly damaging, there is a need to develop alternative models to study HSC performance at steady-state and in the absence of radiation-induced stress. We have generated and characterized two new mouse models where either all hematopoietic cells or only HSCs can be specifically induced to die in vivo or in vitro. Hematopoietic-specific Vav1-mediated expression of a loxP-flanked diphtheria-toxin receptor (DTR) renders all hematopoietic cells sensitive to diphtheria toxin (DT) in “Vav-DTR” mice. Crossing these mice to Flk2-Cre mice results in “HSC-DTR” mice which exhibit HSC-selective DT sensitivity. We demonstrate robust, rapid, and highly selective cell ablation in these models. These new mouse models provide a platform to test whether HSCs are required for long-term hematopoiesis in vivo, for understanding the mechanisms regulating HSC engraftment, and interrogating in vivo hematopoietic differentiation pathways and mechanisms regulating hematopoietic homeostasis.
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Affiliation(s)
- Alessandra Rodriguez Y Baena
- Institute for the Biology of Stem Cells, University of California-Santa Cruz, Santa Cruz, CA, 95064, USA.,Program in Biomedical Sciences and Engineering, Department of Molecular, Cell, and Developmental Biology, University of California-Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Smrithi Rajendiran
- Institute for the Biology of Stem Cells, University of California-Santa Cruz, Santa Cruz, CA, 95064, USA.,Biomolecular Engineering, University of California-Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Bryce A Manso
- Institute for the Biology of Stem Cells, University of California-Santa Cruz, Santa Cruz, CA, 95064, USA.,Biomolecular Engineering, University of California-Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Jana Krietsch
- Institute for the Biology of Stem Cells, University of California-Santa Cruz, Santa Cruz, CA, 95064, USA.,Biomolecular Engineering, University of California-Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Scott W Boyer
- Institute for the Biology of Stem Cells, University of California-Santa Cruz, Santa Cruz, CA, 95064, USA.,Program in Biomedical Sciences and Engineering, Department of Molecular, Cell, and Developmental Biology, University of California-Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Jessica Kirschmann
- Institute for the Biology of Stem Cells, University of California-Santa Cruz, Santa Cruz, CA, 95064, USA
| | - E Camilla Forsberg
- Institute for the Biology of Stem Cells, University of California-Santa Cruz, Santa Cruz, CA, 95064, USA. .,Biomolecular Engineering, University of California-Santa Cruz, Santa Cruz, CA, 95064, USA.
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