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Mohanraj L, Wolf H, Silvey S, Liu J, Toor A, Swift-Scanlan T. DNA Methylation Changes in Autologous Hematopoietic Stem Cell Transplant Patients. Biol Res Nurs 2023; 25:310-325. [PMID: 36321693 PMCID: PMC10236442 DOI: 10.1177/10998004221135628] [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] [Indexed: 11/07/2022]
Abstract
BACKGROUND Blood cancers may be potentially cured with hematopoietic stem cell transplantation (HCT); however, standard pre-assessments for transplant eligibility do not capture all contributing factors for transplant outcomes. Epigenetic biomarkers predict outcomes in various diseases. This pilot study aims to explore epigenetic changes (epigenetic age and differentially methylated genes) in patients before and after autologous HCT, that can serve as potential biomarkers to better predict HCT outcomes. METHODS This study used a prospective longitudinal study design to compare genome wide DNA methylation changes in 36 autologous HCT eligible patients recruited from the Cellular Immunotherapies and Transplant clinic at a designated National Cancer Center. RESULTS Genome-wide DNA methylation, measured by the Illumina Infinium Human Methylation 850K BeadChip, showed a significant difference in DNA methylation patterns post-HCT compared to pre-HCT. Compared to baseline levels of DNA methylation pre-HCT, 3358 CpG sites were hypo-methylated and 3687 were hyper-methylated. Identified differentially methylated positions overlapped with genes involved in hematopoiesis, blood cancers, inflammation and immune responses. Enrichment analyses showed significant alterations in biological processes such as immune response and cell structure organization, however no significant pathways were noted. Though participants had an advanced epigenetic age compared to chronologic age before and after HCT, both epigenetic age and accelerated age decreased post-HCT. CONCLUSION Epigenetic changes, both in epigenetic age and differentially methylated genes were observed in autologous HCT recipients, and should be explored as biomarkers to predict transplant outcomes after autologous HCT in larger, longitudinal studies.
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Affiliation(s)
- Lathika Mohanraj
- Department of Adult Health and Nursing
Systems, VCU School of Nursing, Richmond, VA, USA
| | - Hope Wolf
- Department of Human and Molecular Genetics, VCU School of Medicine, Richmond, VA, USA
| | - Scott Silvey
- Department of Biostatistics, VCU School of Medicine, Richmond, VA, USA
| | - Jinze Liu
- Department of Biostatistics, VCU School of Medicine, Richmond, VA, USA
| | - Amir Toor
- Department of Internal Medicine, VCU School of Medicine, Richmond, VA, USA
| | - Theresa Swift-Scanlan
- Endowed Professor and Director,
Biobehavioral Research Lab, VCU School of Nursing, Richmond, VA, USA
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Wang X, Bajpai AK, Gu Q, Ashbrook DG, Starlard-Davenport A, Lu L. Weighted gene co-expression network analysis identifies key hub genes and pathways in acute myeloid leukemia. Front Genet 2023; 14:1009462. [PMID: 36923792 PMCID: PMC10008864 DOI: 10.3389/fgene.2023.1009462] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 02/13/2023] [Indexed: 03/01/2023] Open
Abstract
Introduction: Acute myeloid leukemia (AML) is the most common type of leukemia in adults. However, there is a gap in understanding the molecular basis of the disease, partly because key genes associated with AML have not been extensively explored. In the current study, we aimed to identify genes that have strong association with AML based on a cross-species integrative approach. Methods: We used Weighted Gene Co-Expression Network Analysis (WGCNA) to identify co-expressed gene modules significantly correlated with human AML, and further selected the genes exhibiting a significant difference in expression between AML and healthy mouse. Protein-protein interactions, transcription factors, gene function, genetic regulation, and coding sequence variants were integrated to identify key hub genes in AML. Results: The cross-species approach identified a total of 412 genes associated with both human and mouse AML. Enrichment analysis confirmed an association of these genes with hematopoietic and immune-related functions, phenotypes, processes, and pathways. Further, the integrated analysis approach identified a set of important module genes including Nfe2, Trim27, Mef2c, Ets1, Tal1, Foxo1, and Gata1 in AML. Six of these genes (except ETS1) showed significant differential expression between human AML and healthy samples in an independent microarray dataset. All of these genes are known to be involved in immune/hematopoietic functions, and in transcriptional regulation. In addition, Nfe2, Trim27, Mef2c, and Ets1 harbor coding sequence variants, whereas Nfe2 and Trim27 are cis-regulated, making them attractive candidates for validation. Furthermore, subtype-specific analysis of the hub genes in human AML indicated high expression of NFE2 across all the subtypes (M0 through M7) and enriched expression of ETS1, LEF1, GATA1, and TAL1 in M6 and M7 subtypes. A significant correlation between methylation status and expression level was observed for most of these genes in AML patients. Conclusion: Findings from the current study highlight the importance of our cross-species approach in the identification of multiple key candidate genes in AML, which can be further studied to explore their detailed role in leukemia/AML.
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Affiliation(s)
- Xinfeng Wang
- Department of Hematology, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Akhilesh K Bajpai
- Department of Genetics, Genomics, and Informatics, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Qingqing Gu
- Department of Hematology, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China.,Department of Genetics, Genomics, and Informatics, University of Tennessee Health Science Center, Memphis, TN, United States
| | - David G Ashbrook
- Department of Genetics, Genomics, and Informatics, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Athena Starlard-Davenport
- Department of Genetics, Genomics, and Informatics, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Lu Lu
- Department of Genetics, Genomics, and Informatics, University of Tennessee Health Science Center, Memphis, TN, United States
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3
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Dong Y, Zhang Y, Zhang Y, Pan X, Bai J, Chen Y, Zhou Y, Lai Z, Chen Q, Hu S, Zhou Q, Zhang Y, Ma F. Dissecting the process of human neutrophil lineage determination by using alpha-lipoic acid inducing neutrophil deficiency model. Redox Biol 2022; 54:102392. [PMID: 35797799 PMCID: PMC9287745 DOI: 10.1016/j.redox.2022.102392] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 06/27/2022] [Accepted: 06/29/2022] [Indexed: 12/25/2022] Open
Abstract
Granulocyte-monocyte progenitors (GMPs) differentiate into both neutrophils and monocytes. Recently, uni-potential neutrophil progenitors have been identified both in mice and humans using an array of surface markers. However, how human GMPs commit to neutrophil progenitors and the regulatory mechanisms of fate determination remain incompletely understood. In the present study, we established a human neutrophil deficiency model using the small molecule alpha-lipoic acid. Using this neutrophil deficiency model, we determined that the neutrophil progenitor commitment process from CD371+ CD115– GMPs defined by CD34 and CD15 and discovered that critical signals generated by RNA splicing and rRNA biogenesis regulate the process of early commitment for human early neutrophil progenitors derived from CD371+ CD115– GMPs. These processes were elucidated by single-cell RNA sequencing both in vitro and in vivo derived cells. Sequentially, we identified that the transcription factor ELK1 is essential for human neutrophil lineage commitment using the alpha-lipoic acid (ALA)-inducing neutrophil deficiency model. Finally, we also revealed differential roles for long-ELK1 and short-ELK1, balanced by SF3B1, in the commitment process of neutrophil progenitors. Taken together, we discovered a novel function of ALA in regulating neutrophil lineage specification and identified that the SF3B1-ELK axis regulates the commitment of human neutrophil progenitors from CD371+ CD115– GMPs. ALA completely blocks the differentiation of human neutrophils derived from CD34+ stem cells in ex-vivo culture. CD34 and CD15 could be used to define the early differentiation stages of human neutrophil lineage determination. SF3B1-ELK1 signal axis regulates human neutrophil lineage determination.
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Liu J, Xu J, Huang J, Gu C, Liu Q, Zhang W, Gao F, Tian Y, Miao X, Zhu Z, Jia B, Tian Y, Wu L, Zhao H, Feng X, Liu S. TRIM27 contributes to glomerular endothelial cell injury in lupus nephritis by mediating the FoxO1 signaling pathway. J Transl Med 2021; 101:983-997. [PMID: 33854173 PMCID: PMC8044289 DOI: 10.1038/s41374-021-00591-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 03/24/2021] [Accepted: 03/25/2021] [Indexed: 11/09/2022] Open
Abstract
Tripartite motif-containing 27 (TRIM27) belongs to the triple motif (TRIM) protein family, which plays a role in a variety of biological activities. Our previous study showed that the TRIM27 protein was highly expressed in the glomerular endothelial cells of patients suffering from lupus nephritis (LN). However, whether TRIM27 is involved in the injury of glomerular endothelial cells in lupus nephritis remains to be clarified. Here, we detected the expression of the TRIM27 protein in glomerular endothelial cells in vivo and in vitro. In addition, the influence of TRIM27 knockdown on endothelial cell damage in MRL/lpr mice and cultured human renal glomerular endothelial cells (HRGECs) was explored. The results revealed that the expression of TRIM27 in endothelial cells was significantly enhanced in vivo and in vitro. Downregulating the expression of TRIM27 inhibited the breakdown of the glycocalyx and the injury of endothelial cells via the FoxO1 pathway. Moreover, HRGECs transfected with the WT-FoxO1 plasmid showed a reduction in impairment caused by LN plasma. Furthermore, suppression of the protein kinase B (Akt) pathway could attenuate damage by mediating the expression of TRIM27. Thus, the present study showed that TRIM27 participated in the injury of glomerular endothelial cells and served as a potential therapeutic target for the treatment of lupus nephritis.
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Affiliation(s)
- Jinxi Liu
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China
| | - Jie Xu
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China
| | - Jie Huang
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China
| | - Cunyang Gu
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China
| | - Qingjuan Liu
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China
| | - Wei Zhang
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China
| | - Fan Gao
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China
| | - Yuexin Tian
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China
| | - Xinyan Miao
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China
| | - Zixuan Zhu
- Basic Medicine, Hebei Medical University, Shijiazhuang, China
| | - Baiyun Jia
- Basic Medicine, Hebei Medical University, Shijiazhuang, China
| | - Yu Tian
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China
- Department of Rheumatology, The Second Affiliated Hospital of Hebei Medical University, Shijiazhuang, China
| | - Lunbi Wu
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China
| | - Hang Zhao
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China
| | - Xiaojuan Feng
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China.
| | - Shuxia Liu
- Department of Pathology; Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang, China.
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Synergy of NUP98-HOXA10 Fusion Gene and NrasG12D Mutation Preserves the Stemness of Hematopoietic Stem Cells on Culture Condition. Cells 2019; 8:cells8090951. [PMID: 31443434 PMCID: PMC6770072 DOI: 10.3390/cells8090951] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 08/08/2019] [Accepted: 08/16/2019] [Indexed: 12/21/2022] Open
Abstract
Natural hematopoietic stem cells (HSC) are susceptible and tend to lose stemness, differentiate, or die on culture condition in vitro, which adds technical challenge for maintaining bona fide HSC-like cells, if ever generated, in protocol screening from pluripotent stem cells. It remains largely unknown whether gene-editing of endogenous genes can genetically empower HSC to endure the culture stress and preserve stemness. In this study, we revealed that both NUP98-HOXA10HD fusion and endogenous Nras mutation modifications (NrasG12D) promoted the engraftment competitiveness of HSC. Furthermore, the synergy of these two genetic modifications endowed HSC with super competitiveness in vivo. Strikingly, single NAV-HSC successfully maintained its stemness and showed robust multi-lineage engraftments after undergoing the in vitro culture. Mechanistically, NUP98-HOXA10HD fusion and NrasG12D mutation distinctly altered multiple pathways involving the cell cycle, cell division, and DNA replication, and distinctly regulated stemness-related genes including Hoxa9, Prdm16, Hoxb4, Trim27, and Smarcc1 in the context of HSC. Thus, we develop a super-sensitive transgenic model reporting the existence of HSC at the single cell level on culture condition, which could be beneficial for protocol screening of bona fide HSC regeneration from pluripotent stem cells in vitro.
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