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Huang X, Liang X, Zhu S, Xie Q, Yao Y, Shi Z, Liu Z. Expression and clinical significance of RAG1 in myelodysplastic syndromes. HEMATOLOGY (AMSTERDAM, NETHERLANDS) 2022; 27:1122-1129. [PMID: 36166051 DOI: 10.1080/16078454.2022.2127462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To determine the expression level of RAG1 and its clinical significance in myelodysplastic syndromes (MDS). METHODS To explore the candidate genes, the microarray datasets GSE19429, GSE58831, and GSE2779 were downloaded from the Gene Expression Omnibus database. The differentially expressed genes (DEGs) in MDS were screened using RStudio, and overlapped DEGs were obtained with Venn Diagrams. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses, and protein-protein interaction network were performed. Quantitative real-time PCR (qRT-PCR) was employed to confirm the microarray results. RESULTS This study identified 26 DEGs. Functional enrichment analyses indicated that these DEGs were significantly enriched in the immune response, and hematopoietic cell lineage. Eight core genes, for example, RAG1 and PAX5, were identified with a high degree of connectivity. The result of qRT-PCR showed that RAG1 was significantly down-regulated in MDS patients, which helped in distinguishing MDS patients from normal controls. The area under the curve of the receiver operator characteristic was 0.913 (P < 0.0001). MDS patients with low RAG1 expression level had a poor long-term survival (P = 0.031). What's more, the expression of RAG1 was significantly increased in the patients who received treatment. CONCLUSION The results showed that the expression of RAG1 was down-regulated in MDS patients. Lower RAG1 expression was associated with adverse clinical outcomes. RAG1 may be a potential prognostic biomarker for MDS.
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Affiliation(s)
- Xiaoke Huang
- Department of Hematology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China
| | - Xiaolin Liang
- Department of Hematology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China
| | - Shanhu Zhu
- Department of Hematology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China
| | - Qiongni Xie
- Department of Hematology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China
| | - Yibin Yao
- Department of Hematology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China
| | - Zeyan Shi
- Department of Hematology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China
| | - Zhenfang Liu
- Department of Hematology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China
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Zhu Y, Wu L. Identification of latent core genes and pathways associated with myelodysplastic syndromes based on integrated bioinformatics analysis. ACTA ACUST UNITED AC 2021; 25:299-308. [PMID: 32772642 DOI: 10.1080/16078454.2020.1802917] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Background: Myelodysplastic syndromes (MDS) are relatively common hematological malignancies characterized by dysplastic hematopoiesis in one or more of the lineages of the bone marrow. This study aimed to identify critical pathogenic biomarkers associated with the carcinogenesis and progression of MDS. Methods: To explore the candidate genes, the expression profiles of GSE2779, GSE4619, and GSE19429 were downloaded from the Gene Expression Omnibus (GEO) database, which contained CD34+ cells isolated from MDS patients and normal controls. The three microarray datasets were integrated to obtain differentially expressed genes (DEGs) and were deeply analyzed by bioinformatics methods. The construction of protein-protein interaction (PPI) network together with module analysis was performed based on Cytoscape software and the Search Tool for the Retrieval of Interacting Genes (STRING) database. Results: Our study identified 114 DEGs, which were highly enriched in various key pathways, including forkhead box protein O (FoxO) signaling pathway, the primary immunodeficiency, and hematopoietic cell lineage. Twelve core genes, such as FOXO1, PAX5 and CXCR4 were identified with a high degree of connectivity. It is plausible that FoxO signaling pathway plays an important role in MDS, and the dysregulation of FOXO1 was significantly associated with TGFβ, IL2/STAT5, Notch signaling and apoptosis pathways. Conclusion: The current study for the first time identified twelve latent indicators and their downstream targets, which might become significant biomarkers for worse clinical characteristics in MDS.
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Affiliation(s)
- Yuqian Zhu
- Department of Hematology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, People's Republic of China
| | - Lingyun Wu
- Department of Hematology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, People's Republic of China
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Yin M, Baslan T, Walker RL, Zhu YJ, Freeland A, Matsukawa T, Sridharan S, Nussenzweig A, Pruitt SC, Lowe SW, Meltzer PS, Aplan PD. A unique mutator phenotype reveals complementary oncogenic lesions leading to acute leukemia. JCI Insight 2019; 4:131434. [PMID: 31622281 PMCID: PMC6962024 DOI: 10.1172/jci.insight.131434] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Accepted: 10/10/2019] [Indexed: 12/30/2022] Open
Abstract
Mice homozygous for a hypomorphic allele of DNA replication factor minichromosome maintenance protein 2 (designated Mcm2cre/cre) develop precursor T cell lymphoblastic leukemia/lymphoma (pre-T LBL) with 4-32 small interstitial deletions per tumor. Mice that express a NUP98-HOXD13 (NHD13) transgene develop multiple types of leukemia, including myeloid and T and B lymphocyte. All Mcm2cre/cre NHD13+ mice develop pre-T LBL, and 26% develop an unrelated, concurrent B cell precursor acute lymphoblastic leukemia (BCP-ALL). Copy number alteration (CNA) analysis demonstrated that pre-T LBLs were characterized by homozygous deletions of Pten and Tcf3 and partial deletions of Notch1 leading to Notch1 activation. In contrast, BCP-ALLs were characterized by recurrent deletions involving Pax5 and Ptpn1 and copy number gain of Abl1 and Nup214 resulting in a Nup214-Abl1 fusion. We present a model in which Mcm2 deficiency leads to replicative stress, DNA double strand breaks (DSBs), and resultant CNAs due to errors in DNA DSB repair. CNAs that involve critical oncogenic pathways are then selected in vivo as malignant lymphoblasts because of a fitness advantage. Some CNAs, such as those involving Abl1 and Notch1, represent attractive targets for therapy.
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Affiliation(s)
- Mianmian Yin
- Genetics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - Timour Baslan
- Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Robert L Walker
- Genetics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - Yuelin J Zhu
- Genetics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - Amy Freeland
- Department of Molecular and Cellular Biology, Roswell Park Cancer Institute, Buffalo, New York, USA
| | - Toshihiro Matsukawa
- Genetics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - Sriram Sridharan
- Laboratory of Genome Integrity, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - André Nussenzweig
- Laboratory of Genome Integrity, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - Steven C Pruitt
- Department of Molecular and Cellular Biology, Roswell Park Cancer Institute, Buffalo, New York, USA
| | - Scott W Lowe
- Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Howard Hughes Medical Institute, Chevy Chase, Maryland, USA
| | - Paul S Meltzer
- Genetics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - Peter D Aplan
- Genetics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, USA
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The NUP98-HOXD13 fusion oncogene induces thymocyte self-renewal via Lmo2/Lyl1. Leukemia 2019; 33:1868-1880. [PMID: 30700838 DOI: 10.1038/s41375-018-0361-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Revised: 10/12/2018] [Accepted: 11/28/2018] [Indexed: 12/17/2022]
Abstract
T cell acute lymphoblastic leukaemia (T-ALL) cases include subfamilies that overexpress the TAL1/LMO, TLX1/3 and HOXA transcription factor oncogenes. While it has been shown that TAL1/LMO transcription factors induce self-renewal of thymocytes, whether this is true for other transcription factor oncogenes is unknown. To address this, we have studied NUP98-HOXD13-transgenic (NHD13-Tg) mice, which overexpress HOXA transcription factors throughout haematopoiesis and develop both myelodysplastic syndrome (MDS) progressing to acute myeloid leukaemia (AML) as well as T-ALL. We find that thymocytes from preleukaemic NHD13-Tg mice can serially transplant, demonstrating that they have self-renewal capacity. Transcriptome analysis shows that NHD13-Tg thymocytes exhibit a stem cell-like transcriptional programme closely resembling that induced by Lmo2, including Lmo2 itself and its critical cofactor Lyl1. To determine whether Lmo2/Lyl1 are required for NHD13-induced thymocyte self-renewal, NHD13-Tg mice were crossed with Lyl1 knockout mice. This showed that Lyl1 is essential for expression of the stem cell-like gene expression programme in thymocytes and self-renewal. Surprisingly however, NHD13 transgenic mice lacking Lyl1 showed accelerated T-ALL and absence of transformation to AML, associated with a loss of multipotent progenitors in the bone marrow. Thus multiple T cell oncogenes induce thymocyte self-renewal via Lmo2/Lyl1; however, NHD13 can also promote T-ALL via an alternative pathway.
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Ou R, Huang J, Shen H, Liu Z, Zhu Y, Zhong Q, Zheng L, Yao M, She Y, Zhou S, Chen R, Li C, Zhang Q, Liu S. Transcriptome analysis of CD34+ cells from myelodysplastic syndrome patients. Leuk Res 2017; 62:40-50. [PMID: 28982058 DOI: 10.1016/j.leukres.2017.09.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Revised: 09/05/2017] [Accepted: 09/07/2017] [Indexed: 11/15/2022]
Abstract
The myelodysplastic syndrome (MDS) represents a heterogeneous group of clonal hematologic stem cell disorders with the characteristic of ineffective hematopoiesis leading to low blood counts, and a risk of progression to acute myeloid leukemia (AML). To understand specific molecular characteristics of different MDS subtypes with del(5q), we analyzed the gene expression profiles of CD34+ cells from MDS patients of different databases and its enriched pathways. 44 genes, such as MME and RAG1, and eight related pathways were identified to be commonly changed, indicating their conserved roles in MDS development. Additionally, U43604 was identified to be specifically changed in three subtypes with del(5q), including refractory anemia (RA), refractory anemia with ringed sideroblasts (RARS) and refractory anemia with excess blasts (RAEB). C10orf10 and CD79B were specifically changed in RA patients with del(5q), while POU2AF1 were in RARS patients with del(5q). We also analyzed specific pathways of MDS subtypes, such as "Glycosaminoglycan biosynthesis-chondroitin sulfate" which was specific identified in RARS patients. Importantly, those findings can be validated well using another MDS database. Taken together, our analysis identified specific genes and pathways associated with different MDS subtypes with del(5q).
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Affiliation(s)
- Ruiming Ou
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China
| | - Jing Huang
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China
| | - Huijuan Shen
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China
| | - Zhi Liu
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China
| | - Yangmin Zhu
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China
| | - Qi Zhong
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China
| | - Liling Zheng
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China
| | - Mengdong Yao
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China
| | - Yanling She
- Guangdong Traditional Medical and Sports Injury Rehabilitation Research Institute, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China
| | - Shanyao Zhou
- Guangdong Traditional Medical and Sports Injury Rehabilitation Research Institute, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China
| | - Rui Chen
- Guangdong Traditional Medical and Sports Injury Rehabilitation Research Institute, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China
| | - Cheng Li
- Guangdong Traditional Medical and Sports Injury Rehabilitation Research Institute, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China
| | - Qing Zhang
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China.
| | - Shuang Liu
- Department of Hematology, Guangdong Second Provincial General Hospital, Guangdong, Guangzhou, 510317, China.
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Gough SM, Lee F, Yang F, Walker RL, Zhu YJ, Pineda M, Onozawa M, Chung YJ, Bilke S, Wagner EK, Denu JM, Ning Y, Xu B, Wang GG, Meltzer PS, Aplan PD. NUP98-PHF23 is a chromatin-modifying oncoprotein that causes a wide array of leukemias sensitive to inhibition of PHD histone reader function. Cancer Discov 2014; 4:564-77. [PMID: 24535671 DOI: 10.1158/2159-8290.cd-13-0419] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
In this report, we show that expression of a NUP98-PHF23 (NP23) fusion, associated with acute myeloid leukemia (AML) in humans, leads to myeloid, erythroid, T-cell, and B-cell leukemia in mice. The leukemic and preleukemic tissues display a stem cell-like expression signature, including Hoxa, Hoxb, and Meis1 genes. The PHF23 plant homeodomain (PHD) motif is known to bind to H3K4me3 residues, and chromatin immunoprecipitation experiments demonstrated that the NP23 protein binds to chromatin at a specific subset of H3K4me3 sites, including at Hoxa, Hoxb, and Meis1. Treatment of NP23 cells with disulfiram, which inhibits the binding of PHD motifs to H3K4me3, rapidly and selectively killed NP23-expressing myeloblasts; cell death was preceded by decreased expression of Hoxa, Hoxb, and Meis1. Furthermore, AML driven by a related fusion gene, NUP98-JARID1A (NJL), was also sensitive to disulfiram. Thus, the NP23 mouse provides a platform to evaluate compounds that disrupt binding of oncogenic PHD proteins to H3K4me3.
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Affiliation(s)
- Sheryl M Gough
- 1Genetics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda; 2Department of Pathology, Johns Hopkins University, Baltimore, Maryland; 3Department of Biomolecular Chemistry, University of Wisconsin, Madison, Wisconsin; and 4Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina
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