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Transcriptomics paving the way for improved diagnostics and precision medicine of acute leukemia. Semin Cancer Biol 2021; 84:40-49. [PMID: 34606984 DOI: 10.1016/j.semcancer.2021.09.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 09/24/2021] [Accepted: 09/26/2021] [Indexed: 11/26/2022]
Abstract
Transcriptional profiling of acute leukemia, specifically by RNA-sequencing or whole transcriptome sequencing (WTS), has provided fundamental insights into its underlying disease biology and allows unbiased detection of oncogenic gene fusions, as well as of gene expression signatures that can be used for improved disease classification. While used as a research tool for many years, RNA-sequencing is becoming increasingly used in clinical diagnostics. Here, we highlight key transcriptomic studies of acute lymphoblastic leukemia (ALL) and acute myeloid leukemia (AML) that have improved our biological understanding of these heterogeneous malignant disorders and have paved the way for translation into clinical diagnostics. Recent single-cell transcriptomic studies of ALL and AML, which provide new insights into the cellular ecosystem of acute leukemia and point to future clinical utility, are also reviewed. Finally, we discuss current challenges that need to be overcome for a more wide-spread adoption of RNA-sequencing in clinical diagnostics and how this technology significantly can aid the identification of genetic alterations in current guidelines and of newly emerging disease entities, some of which are critical to identify because of the availability of targeted therapies, thereby paving the way for improved precision medicine of acute leukemia.
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The Structural Characterization of Tumor Fusion Genes and Proteins. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2015; 2015:912742. [PMID: 26347798 PMCID: PMC4546970 DOI: 10.1155/2015/912742] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Revised: 07/23/2015] [Accepted: 07/26/2015] [Indexed: 01/08/2023]
Abstract
Chromosomal translocation, which generates fusion proteins in blood tumor or solid tumor, is considered as one of the major causes leading to cancer. Recent studies suggested that the disordered fragments in a fusion protein might contribute to its carcinogenicity. Here, we investigated the sequence feature near the breakpoints in the fusion partner genes, the structure features of breakpoints in fusion proteins, and the posttranslational modification preference in the fusion proteins. Results show that the breakpoints in the fusion partner genes have both sequence preference and structural preference. At the sequence level, nucleotide combination AG is preferred before the breakpoint and GG is preferred at the breakpoint. At the structural level, the breakpoints in the fusion proteins prefer to be located in the disordered regions. Further analysis suggests the phosphorylation sites at serine, threonine, and the methylation sites at arginine are enriched in disordered regions of the fusion proteins. Using EML4-ALK as an example, we further explained how the fusion protein leads to the protein disorder and contributes to its carcinogenicity. The sequence and structural features of the fusion proteins may help the scientific community to predict novel breakpoints in fusion genes and better understand the structure and function of fusion proteins.
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LIM-domain-only proteins: multifunctional nuclear transcription coregulators that interacts with diverse proteins. Mol Biol Rep 2013; 41:1067-73. [DOI: 10.1007/s11033-013-2952-1] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2013] [Accepted: 12/20/2013] [Indexed: 02/07/2023]
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Notch in T-ALL: new players in a complex disease. Trends Immunol 2011; 32:434-42. [DOI: 10.1016/j.it.2011.06.005] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2011] [Revised: 06/03/2011] [Accepted: 06/06/2011] [Indexed: 11/29/2022]
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V(D)J targeting mistakes occur at low frequency in acute lymphoblastic leukemia. Genes Chromosomes Cancer 2009; 48:725-36. [DOI: 10.1002/gcc.20677] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
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Abstract
The t(11;14)(p13;q11) is presumed to arise from an erroneous T-cell receptor delta TCRD V(D)J recombination and to result in LMO2 activation. However, the mechanisms underlying this translocation and the resulting LMO2 activation are poorly defined. We performed combined in vivo, ex vivo, and in silico analyses on 9 new t(11;14)(p13;q11)-positive T-cell acute lymphoblastic leukemia (T-ALL) as well as normal thymocytes. Our data support the involvement of 2 distinct t(11;14)(p13;q11) V(D)J-related translocation mechanisms. We provide compelling evidence that removal of a negative regulatory element from the LMO2 locus, rather than juxtaposition to the TCRD enhancer, is the main determinant for LMO2 activation in the majority of t(11;14)(p13;q11) translocations. Furthermore, the position of the LMO2 breakpoints in T-ALL in the light of the occurrence of TCRD-LMO2 translocations in normal thymocytes points to a critical role for the exact breakpoint location in determining LMO2 activation levels and the consequent pressure for T-ALL development.
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Clinical significance of central nervous system involvement at diagnosis of childhood T-cell acute lymphoblastic leukemia. Pediatr Blood Cancer 2005; 45:135-8. [PMID: 15704218 DOI: 10.1002/pbc.20316] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
BACKGROUND Patients with T-cell acute lymphoblastic leukemia (T-ALL) frequently present with unfavorable features at diagnosis. Therefore, they are considered to have a higher risk to relapse. We sought to correlate initial central nervous system (CNS) disease at diagnosis with shortened survival in childhood T-ALL. PROCEDURE A retrospective analysis of 48 children with T-ALL was performed. The group consisted of 32 boys and 16 girls whose median age was 8 years. Their CNS status was classified as CNS-1 (no blast cells in cerebrospinal fluid (CSF); n = 44), CNS-2 (<5 WBC/microl of CSF with blast cells; n = 0), or CNS-3 (> or =5 WBC/microl of CSF with blast cells or signs of CNS involvement; n = 4). For univariate prognostic analyses, we used the log-rank test to determine the influence of patient characteristics (age, sex, lymphomatous presentations, initial leukocyte count, CNS disease, and newer therapeutic strategies) on each point. RESULTS Complete remission was induced in 87.5% of patients. Median survival was 37 months, and 5-year overall survival and disease-free survival rates were 49.5% +/- 8.1% and 47.1% +/- 8.2%, respectively. Patients without initial CNS involvement seemed to have a trend toward longer overall survival (P = 0.036). Disease-free survival was not influenced by age, leukocyte count, or other factors analyzed. CONCLUSIONS Patients who present with initial CNS involvement have a prognosis worse than that of patients without CNS disease. The introduction of early and effective CNS-directed therapy might no longer portend a poor prognosis for CNS leukemia.
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Disruption of the BCL11B gene through inv(14)(q11.2q32.31) results in the expression of BCL11B-TRDC fusion transcripts and is associated with the absence of wild-type BCL11B transcripts in T-ALL. Leukemia 2005; 19:201-8. [PMID: 15668700 DOI: 10.1038/sj.leu.2403619] [Citation(s) in RCA: 97] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
T-cell acute lymphoblastic leukemia (T-ALL) is associated with chromosomal aberrations characterized by juxtaposition of proto-oncogenes to T-cell receptor gene loci (TCR), resulting in the deregulated transcription of these proto-oncogenes. Here, we describe the molecular characterization of a novel chromosomal aberration, inv(14)(q11.2q32.31), in a T-ALL sample, involving the recently described BCL11B gene and the TCRD locus. The inversion joined the 5' part of BCL11B, including exons 1-3, to the TRDD3 gene segment of the TCRD locus, whereas the reciprocal breakpoint fused the TRDV1 gene segment to the fourth exon of BCL11B. The TRDV1-BCL11B joining region was 1344 bp long and contained fragments derived from 20q11.22, 3p21.33 and from 11p12, indicating the complex character of this aberration. A strong expression of in-frame transcripts with truncated BCL11B and TCRD constant region (TRDC) were observed, but in contrast to normal T cells and other T-ALL samples, no wild-type BCL11B transcripts were detected in the T-ALL sample. Screening of 37 other T-ALLs revealed one additional case with expression of the BCL11B-TRDC fusion transcript. As BCL11B appears to play a key role in T-cell differentiation, BCL11B disruption and disturbed expression may contribute to the development of T-cell malignancies in man.
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A new recurrent inversion, inv(7)(p15q34), leads to transcriptional activation of HOXA10 and HOXA11 in a subset of T-cell acute lymphoblastic leukemias. Leukemia 2005; 19:358-66. [PMID: 15674412 DOI: 10.1038/sj.leu.2403657] [Citation(s) in RCA: 83] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Chromosomal translocations with breakpoints in T-cell receptor (TCR) genes are recurrent in T-cell malignancies. These translocations involve the TCRalphadelta gene (14q11), the TCRbeta gene (7q34) and to a lesser extent the TCRgamma gene at chromosomal band 7p14 and juxtapose T-cell oncogenes next to TCR regulatory sequences leading to deregulated expression of those oncogenes. Here, we describe a new recurrent chromosomal inversion of chromosome 7, inv(7)(p15q34), in a subset of patients with T-cell acute lymphoblastic leukemia characterized by CD2 negative and CD4 positive, CD8 negative blasts. This rearrangement juxtaposes the distal part of the HOXA gene cluster on 7p15 to the TCRbeta locus on 7q34. Real time quantitative PCR analysis for all HOXA genes revealed high levels of HOXA10 and HOXA11 expression in all inv(7) positive cases. This is the first report of a recurrent chromosome rearrangement targeting the HOXA gene cluster in T-cell malignancies resulting in deregulated HOXA gene expression (particularly HOXA10 and HOXA11) and is in keeping with a previous report suggesting HOXA deregulation in MLL-rearranged T- and B cell lymphoblastic leukemia as the key factor in leukaemic transformation. Finally, our observation also supports the previous suggested role of HOXA10 and HOXA11 in normal thymocyte development.
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T-cell acute lymphoblastic leukemia as a secondary leukemia after a 3-year remission of acute myelocytic leukemia. Int J Hematol 2003; 77:518-21. [PMID: 12841392 DOI: 10.1007/bf02986622] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Therapy-related myelodysplastic syndrome and therapy-related acute myelocytic leukemia (AML) are now recognized as hematologic malignancies that occur a few years after chemotherapy for primary malignancy with alkylating agents or topoisomerase II inhibitors. The secondary leukemia is usually AML and sometimes is preceded by a myelodysplastic syndrome. Acute lymphoblastic leukemia (ALL) as a secondary leukemia is quite rare, and secondary T-cell ALL after AML is even rarer. We report a case of a 56-year-old woman who developed T-cell ALL after a 3-year remission of AML (M2). We thought that this case would be extremely valuable for studying the etiology and biological characteristics of T-cell ALL as a secondary leukemia after AML.
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MESH Headings
- Chromosomes, Human, Pair 14
- Chromosomes, Human, Pair 6
- Female
- Gene Rearrangement
- Genes, T-Cell Receptor
- Humans
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/pathology
- Leukemia, T-Cell/diagnosis
- Leukemia, T-Cell/etiology
- Leukemia, T-Cell/genetics
- Middle Aged
- Neoplasms, Second Primary/diagnosis
- Neoplasms, Second Primary/etiology
- Neoplasms, Second Primary/genetics
- Precursor Cell Lymphoblastic Leukemia-Lymphoma/diagnosis
- Precursor Cell Lymphoblastic Leukemia-Lymphoma/etiology
- Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics
- Remission Induction
- Translocation, Genetic
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Distinct t(7;9)(q34;q32) breakpoints in healthy individuals and individuals with T-ALL. Nat Genet 2003; 33:342-4. [PMID: 12567187 DOI: 10.1038/ng1092] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2002] [Accepted: 01/08/2003] [Indexed: 11/08/2022]
Abstract
After V(D)J-mediated translocations, signal joints are retained on one of the derivative chromosomes. We report here that such signal joints are highly reactive and constitute unstable genomic elements with potential oncogenic properties.
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Abstract
The HOX11 gene encodes a homeodomain transcription factor that is essential for spleen development during embryogenesis. HOX11 is also leukaemogenic, both through its clinical association with childhood T-cell acute lymphoblastic leukaemia, and its ability to immortalize other haematopoietic cell lineages experimentally. To examine the pathological role of HOX11 in tumorigenesis, we constitutively expressed HOX11 cDNA in J2E murine erythroleukaemic cells, which are capable of terminal differentiation. Enforced HOX11 expression was found to induce a profound alteration in J2E cellular morphology and differentiation status. Our analyses revealed that HOX11 produced clones with a preponderance of less differentiated cells that were highly adherent to plastic. Morphologically, the cells overexpressing HOX11 were larger and had decreased globin levels, as well as a reduction in haemoglobin synthesis in response to erythropoietin (EPO). Immunocytochemical analysis confirmed the immature erythroid phenotype imposed by HOX11, with clones transfected with HOX11 demonstrating expression of the c-Kit stem cell marker, while retaining EPO receptor expression. Taken together, these results show that HOX11 alters erythroid differentiation, favouring a less mature progenitor-like stage. This supports the notion that disrupted haematopoietic cell differentiation is responsible for pre-leukaemic immortalization by the HOX11 oncoprotein.
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Abstract
During the past 2 years, gene expression-profiling technology has been used to characterize multiple tumor types. These studies represent the initial attempts to understand cancer at the whole genome level and have given us our first glimpse into what can be learned from such analysis. This technology is beginning to be applied to the study of human leukemias. Recent studies focusing on lymphoblastic leukemia have provided insight into classification and pathogenesis.
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V(D)J-mediated translocations in lymphoid neoplasms: a functional assessment of genomic instability by cryptic sites. J Exp Med 2002; 195:85-98. [PMID: 11781368 PMCID: PMC3212722 DOI: 10.1084/jem.20011578] [Citation(s) in RCA: 113] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Most lymphoid malignancies are initiated by specific chromosomal translocations between immunoglobulin (Ig)/T cell receptor (TCR) gene segments and cellular proto-oncogenes. In many cases, illegitimate V(D)J recombination has been proposed to be involved in the translocation process, but this has never been functionally established. Using extra-chromosomal recombination assays, we determined the ability of several proto-oncogenes to target V(D)J recombination, and assessed the impact of their recombinogenic potential on translocation rates in vivo. Our data support the involvement of 2 distinct mechanisms: translocations involving LMO2, TAL2, and TAL1 in T cell acute lymphoblastic leukemia (T-ALL), are compatible with illegitimate V(D)J recombination between a TCR locus and a proto-oncogene locus bearing a fortuitous but functional recombination site (type 1); in contrast, translocations involving BCL1 and BCL2 in B cell non-Hodgkin's lymphomas (B-NHL), are compatible with a process in which only the IgH locus breaks are mediated by V(D)J recombination (type 2). Most importantly, we show that the t(11;14)(p13;q32) translocation involving LMO2 is present at strikingly high frequency in normal human thymus, and that the recombinogenic potential conferred by the LMO2 cryptic site is directly predictive of the in vivo level of translocation at that locus. These findings provide new insights into the regulation forces acting upon genomic instability in B and T cell tumorigenesis.
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Basic helix-loop-helix proteins E2A and HEB induce immature T-cell receptor rearrangements in nonlymphoid cells. Blood 2001; 98:2456-65. [PMID: 11588043 DOI: 10.1182/blood.v98.8.2456] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
T-cell receptor (TCR) gene rearrangements are mediated via V(D)J recombination, which is strictly regulated during lymphoid differentiation, most probably through the action of specific transcription factors. Investigated was whether cotransfection of RAG1 and RAG2 genes in combination with lymphoid transcription factors can induce TCR gene rearrangements in nonlymphoid human cells. Transfection experiments showed that basic helix-loop-helix transcription factors E2A and HEB induce rearrangements in the TCRD locus (Ddelta2-Ddelta3 and Vdelta2-Ddelta3) and TCRG locus (psi Vgamma7-Jgamma2.3 and Vgamma8-Jgamma2.3). Analysis of these rearrangements and their circular excision products revealed some peculiar characteristics. The Vdelta2-Ddelta3 rearrangements were formed by direct coupling without intermediate Ddelta2 gene segment usage, and most Ddelta2-Ddelta3 recombinations occurred via direct coupling of the respective upstream and downstream recombination signal sequences (RSSs) with deletion of the Ddelta2 and Ddelta3 coding sequences. Subsequently, the E2A/HEB-induced TCR gene recombination patterns were compared with those in early thymocytes and acute lymphoblastic leukemias of T- and B-lineage origin, and it was found that the TCR rearrangements in the transfectants were early (immature) and not necessarily T-lineage specific. Apparently, some parts of the TCRD (Vdelta2-Ddelta region) and TCRG genes are accessible for recombination not only in T cells, but also in early B-cells and even in nonlymphoid cells if the appropriate transcription factors are present. The transfection system described here appeared to be useful for studying the accessibility of immunoglobulin and TCR genes for V(D)J recombination, but might also be applied to study the induction of RSS-mediated chromosome aberrations.
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MESH Headings
- Animals
- Base Sequence
- Basic Helix-Loop-Helix Transcription Factors
- Cell Line
- Cloning, Molecular
- DNA Nucleotidyltransferases/metabolism
- DNA Primers
- DNA-Binding Proteins/metabolism
- Gene Rearrangement, T-Lymphocyte
- Helix-Loop-Helix Motifs
- Humans
- Leukemia-Lymphoma, Adult T-Cell/immunology
- Polymerase Chain Reaction
- Receptors, Antigen, T-Cell, alpha-beta/genetics
- Receptors, Antigen, T-Cell, gamma-delta/genetics
- Recombinant Proteins/metabolism
- Recombination, Genetic
- T-Lymphocytes/immunology
- Transcription Factors/metabolism
- Transfection
- VDJ Recombinases
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Clinical implications of recurring chromosomal and associated molecular abnormalities in acute lymphoblastic leukemia. Semin Hematol 2000; 37:381-95. [PMID: 11071360 DOI: 10.1016/s0037-1963(00)90018-0] [Citation(s) in RCA: 103] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Comprehensive study of the major chromosomal/molecular abnormalities in children and adults with acute lymphoblastic leukemia (ALL) has demonstrated prognostic utility for many of these anomalies, to the extent that cytogenetic and molecular genetic evaluations are now required for optimal clinical management of newly diagnosed cases. For example, the t(12;21)/TEL-AML1 (ETV6-CBFA2) or hyperdiploid karyotypes each identifies subgroups of children who can be cured with well-tolerated chemotherapy based primarily on drugs with few long-term toxicities, such as L-asparaginase and antimetabolites. By contrast, the t(1;19)/E2A-PBX1 identifies a subtype of ALL that responds much better to more intensive regimens that rely on genotoxic drugs. At the extreme end of the risk spectrum, the t(4;11)/MLL-AF4 and t(9;22)/BCR-ABL almost always confer a dire prognosis in both children and adults with ALL, who warrant high-dose chemotherapy and hematopoietic stem cell rescue to sustain or even induce first remission. Such chromosomal/molecular markers are being incorporated into risk classification schemes, as they convey prognostic information that cannot be gleaned from conventional risk factors such as immunophenotype, presenting age, and the initial circulating leukemic blast cell count. The most exciting prospect is the discovery of drugs that inhibit specific oncogenes, as illustrated by the BCR-ABL tyrosine kinase inhibitor STI-571.
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Repression of bax gene expression by the HTLV-1 Tax protein: implications for suppression of apoptosis in virally infected cells. Virology 1997; 231:135-40. [PMID: 9143312 DOI: 10.1006/viro.1997.8509] [Citation(s) in RCA: 110] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The human T-cell leukemia virus-encoded oncoprotein Tax is a potent deregulator of cellular gene expression. Here we report that Tax represses transcription of the human bax gene, a gene whose protein product accelerates apoptosis. This repression is mediated through a 27-bp sequence in the bax promoter that contains a putative basic helix-loop-helix binding site. Deletion of this sequence abolishes Tax-mediated repression of bax. Repression of the bax gene may be biologically significant, as we also show that HTLV-I-infected cell lines are resistant to a variety of physical, chemical, and biological stimuli which induce apoptosis in uninfected T-cells. The repression of genes involved in promoting apoptosis, including the bax gene, may contribute to retroviral survival, and initiate a pathway toward malignant transformation.
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Transcription factors of the bHLH and LIM families: synergistic mediators of T cell acute leukemia? Curr Top Microbiol Immunol 1997; 220:55-65. [PMID: 9103675 DOI: 10.1007/978-3-642-60479-9_4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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