ETV6 Is An Early T-Cell Progenitor (ETP) Specific Tumor Suppressor Gene in Adult T-ALL

Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 406-406 ◽  
Author(s):  
Pieter Van Vlierberghe ◽  
Alberto Ambesi ◽  
Isaura Rigo ◽  
Elisabeth Paietta ◽  
Janis Racevskis ◽  
...  

Abstract Abstract 406 T-cell acute lymphoblastic leukemia (T-ALL) is a heterogeneous disease in which genetic lesions coordinately affect cell proliferation, differentiation and survival of thymocytes. Although pediatric T-ALL has been extensively studied on the genomic level during the last decade, large scale genomic studies in adult T-ALL are sparse. Importantly, significant differences in treatment outcome are present between pediatric and adult T-ALL. Here we performed integrative analysis of gene expression, copy number alterations and mutation analysis on 58 adult T-ALL samples treated in the Eastern Cooperative Oncology Group (ECOG) E2993 protocol. Unsupervised and consensus clustering of microarray gene expression data in this series revealed the presence of 2 stable gene expression clusters resembling immature/ETP (n=30) and typical (n=28) T-ALL gene signatures. Indeed, gene set enrichment analysis (GSEA) confirmed that our ETP/immature adult T-ALL signature closely resembled the previously published ETP profiles. In this adult patient cohort, the immature/ETP patient samples were associated with poor outcome (5 year OS 36% for ETP and 58% for non ETP TALL, P=0.088). Additional supervised analyses revealed differential expression of ERAP2, a gene involved in the processing of MHC peptides, between early relapse and long time survivor adult T-ALL patients. Consistently low ERAP2 expression was associated poor prognosis in adult T-ALL (OS 26%, 36% and 78% for 1st 2nd and 3rd terciles respectively, P=0.016). In addition, absence of TCR gamma deletion (p=0.013) as well as the absence of biallelic CDKN2A/CDKN2B deletion (p=0.009) were shown to be poor prognostic markers in adult T-ALL. To gain additional insight in the biology of adult ETP T-ALL, we performed GSEA analysis using the immature/ETP gene expression profiles. This analysis revealed that the adult ETP T-ALL signature is more closely related to acute myeloid leukemia (AML) profiles as compared to ALL signatures. Given this, we hypothesized that myeloid specific genetic alterations might be uniquely present in ETP adult T-ALL. Mutation analysis of AML oncogenes and tumor suppressor genes revealed the presence of myeloid mutations targeting IDH1, IDH2, DNMT3A, FLT3 and N-RAS in 13/30 (43%) of adult ETP T-ALL cases, whereas only 1/28 (3.5%) typical adult T-ALL showed a mutation in N-RAS. Although these ETP adult T-ALL samples seem to have myeloid properties, they still retain T-lymphoid characteristics including activational NOTCH1 mutations in 12/30 (40%) of ETP adult T-ALLs. Of note, the myeloid specific genetic alterations were preferentially present in NOTCH1 wild type ETP adult T-ALL samples. Next, we used a systems biology approach to identify master regulators that might be able to drive the ETP signature identified in adult T-ALL. For this, we interrogated a T-ALL interactome that was constructed from gene expression profiles of 228 human T-ALL samples. This master regulator analysis identified MN1 as the key transcription factor driving the ETP signature. The MN1 gene was initially identified as fusion partner of TEL (ETV6) in patients with AML. Notably, MN1-TEL expression in multipotent progenitors induces both AML and T-ALL and mutation analysis of ETV6 in adult T-ALL revealed the presence of 10 ETV6 mutants (9 frameshift and 1 splice site mutation) in adult T-ALL. Analysis of bone marrow remission genomic DNA confirmed the somatic origin of ETV6 mutations (3 frameshift and 1 splice site) in each of the 4 patient samples with available material. Most notably, ETV6 mutations were exclusively present in the ETP subtype of adult T-ALL. In addition, 8/10 (80%) of ETV6 mutant ETP T-ALL cases were characterized mutations in NOTCH1, suggesting a specific interaction between the oncogenic NOTCH1 programs and the mutational loss of ETV6 in early T-cell transformation. In conclusion, our integrative genomic analyses in adult T-ALL unraveled a high prevalence of immature/early T-cell progenitor (ETP) T-ALLs, associates the pathogenesis of ETP-TALL with myeloid mutations and identifies ETV6 truncating alleles as the first ETP specific gene mutation that strongly interact with NOTCH1 in T-cell transformation. Disclosures: No relevant conflicts of interest to declare.

Blood ◽  
2007 ◽  
Vol 110 (11) ◽  
pp. 360-360
Author(s):  
Ellen Leich ◽  
Itziar Salaverria ◽  
Silvia Bea ◽  
Andreas Zettl ◽  
Randy D. Gascoyne ◽  
...  

Abstract Follicular lymphoma (FL) is a B-cell non-Hodgkin lymphoma that is characterized in approximately 85% of cases by the chromosomal translocation t(14;18) involving BCL2. While FL3b generally lack the t(14;18), this translocation is also absent in 15% of FL grades 1, 2 and 3a. The current study was designed to identify the frequency of t(14;18)-negative FL in a series of 166 cases of FL1, 2 and 3a in which global gene expression profiles had been established previously (Dave et al., NEJM351:2159–69, 2004). Furthermore, we sought to compare genetic alterations and gene expression profiles between FL with and without the t(14;18). Combined polymerase chain reaction (PCR) and tissue microarray-based fluorescence in situ hybridization (FISH) identified 17 t(14;18)-negative FL cases in this series (9%). Virtually all FL cases carrying the t(14;18) showed BCL2 expression by immunohistochemistry (Dako, clone 124), whereas 11 of the FL cases without a t(14;18) were BCL2-negative at the protein level. Clinically, there was no difference between the t(14;18)-negative and -positive FL subgroups regarding age and gender distribution as well as in median survival times. Comparative genomic hybridization (CGH) in the 166 FL cases revealed a characteristic pattern of chromosomal gains and losses, as previously described. However, significant differences were observed between the t(14;18)-negative and -positive FL subgroups. Specifically, the t(14;18)-positive FL subgroup showed gains of chromosomes 18q (18%), 8q (12%) and X (13%), as well as losses of 13q (16%) and 10q (16%), whereas none of these aberrations were observed in the t(14;18)-negative FL cases. To compare gene expression between the two groups, we used gene set enrichment analysis (GSEA), BRB array tools and a two-sided t-test. Cell cycle-associated genes were found to be enriched in the t(14;18)-negative FL subset. These differences were even more pronounced in FL cases that lacked both the t(14;18) and BCL2 expression at the protein level. Importantly, genes expressed in non-malignant bystander cells appeared also differentially enriched and a cytotoxic gene expression signature was found to be more prominent in t(14;18)-negative FL. These findings point to a different composition of the non-neoplastic cells in t(14;18)-positive and -negative FL and could indicate subtle differences in the immunological microenvironment of t(14;18)-negative FL.


PeerJ ◽  
2018 ◽  
Vol 6 ◽  
pp. e5285 ◽  
Author(s):  
Mei Sze Tan ◽  
Siow-Wee Chang ◽  
Phaik Leng Cheah ◽  
Hwa Jen Yap

Although most of the cervical cancer cases are reported to be closely related to the Human Papillomavirus (HPV) infection, there is a need to study genes that stand up differentially in the final actualization of cervical cancers following HPV infection. In this study, we proposed an integrative machine learning approach to analyse multiple gene expression profiles in cervical cancer in order to identify a set of genetic markers that are associated with and may eventually aid in the diagnosis or prognosis of cervical cancers. The proposed integrative analysis is composed of three steps: namely, (i) gene expression analysis of individual dataset; (ii) meta-analysis of multiple datasets; and (iii) feature selection and machine learning analysis. As a result, 21 gene expressions were identified through the integrative machine learning analysis which including seven supervised and one unsupervised methods. A functional analysis with GSEA (Gene Set Enrichment Analysis) was performed on the selected 21-gene expression set and showed significant enrichment in a nine-potential gene expression signature, namely PEG3, SPON1, BTD and RPLP2 (upregulated genes) and PRDX3, COPB2, LSM3, SLC5A3 and AS1B (downregulated genes).


2019 ◽  
Vol 20 (9) ◽  
pp. 2131 ◽  
Author(s):  
Michelle A. Glasgow ◽  
Peter Argenta ◽  
Juan E. Abrahante ◽  
Mihir Shetty ◽  
Shobhana Talukdar ◽  
...  

The majority of patients with high-grade serous ovarian cancer (HGSOC) initially respond to chemotherapy; however, most will develop chemotherapy resistance. Gene signatures may change with the development of chemotherapy resistance in this population, which is important as it may lead to tailored therapies. The objective of this study was to compare tumor gene expression profiles in patients before and after treatment with neoadjuvant chemotherapy (NACT). Tumor samples were collected from six patients diagnosed with HGSOC before and after administration of NACT. RNA extraction and whole transcriptome sequencing was performed. Differential gene expression, hierarchical clustering, gene set enrichment analysis, and pathway analysis were examined in all of the samples. Tumor samples clustered based on exposure to chemotherapy as opposed to patient source. Pre-NACT samples were enriched for multiple pathways involving cell cycle growth. Post-NACT samples were enriched for drug transport and peroxisome pathways. Molecular subtypes based on the pre-NACT sample (differentiated, mesenchymal, proliferative and immunoreactive) changed in four patients after administration of NACT. Multiple changes in tumor gene expression profiles after exposure to NACT were identified from this pilot study and warrant further attention as they may indicate early changes in the development of chemotherapy resistance.


Cells ◽  
2020 ◽  
Vol 9 (9) ◽  
pp. 1992
Author(s):  
Andrea Moerman-Herzog ◽  
Syed J. Mehdi ◽  
Henry K. Wong

Sézary syndrome (SS), an aggressive cutaneous T-cell lymphoma (CTCL) with poor prognosis, is characterized by the clinical hallmarks of circulating malignant T cells, erythroderma and lymphadenopathy. However, highly variable clinical skin manifestations and similarities with benign mimickers can lead to significant diagnostic delay and inappropriate therapy that can lead to disease progression and mortality. SS has been the focus of numerous transcriptomic-profiling studies to identify sensitive and specific diagnostic and prognostic biomarkers. Benign inflammatory disease controls (e.g., psoriasis, atopic dermatitis) have served to identify chronic inflammatory phenotypes in gene expression profiles, but provide limited insight into the lymphoproliferative and oncogenic roles of abnormal gene expression in SS. This perspective was recently clarified by a transcriptome meta-analysis comparing SS and lymphocytic-variant hypereosinophilic syndrome, a benign yet often clonal T-cell lymphoproliferation, with clinical features similar to SS. Here we review the rationale for selecting lymphocytic-variant hypereosinophilic syndrome (L-HES) as a disease control for SS, and discuss differentially expressed genes that may distinguish benign from malignant lymphoproliferative phenotypes, including additional context from prior gene expression studies to improve understanding of genes important in SS.


Science ◽  
2019 ◽  
Vol 364 (6446) ◽  
pp. eaav6335 ◽  
Author(s):  
Yu Wang ◽  
Chenzhou Zhang ◽  
Nini Wang ◽  
Zhipeng Li ◽  
Rasmus Heller ◽  
...  

Ruminants are the only extant mammalian group possessing bony (osseous) headgear. We obtained 221 transcriptomes from bovids and cervids and sequenced three genomes representing the only two pecoran lineages that convergently lack headgear. Comparative analyses reveal that bovid horns and cervid antlers share similar gene expression profiles and a common cellular basis developed from neural crest stem cells. The rapid regenerative properties of antler tissue involve exploitation of oncogenetic pathways, and at the same time some tumor suppressor genes are under strong selection in deer. These results provide insights into the evolutionary origin of ruminant headgear as well as mammalian organ regeneration and oncogenesis.


Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 976-976 ◽  
Author(s):  
John C. Riches ◽  
Ajanthah Sangaralingam ◽  
Shahryar Kiaii ◽  
Tracy Chaplin ◽  
Demet Cekdemir ◽  
...  

Abstract Abstract 976 Lenalidomide has recently been demonstrated to have significant activity in chronic lymphocytic leukemia (CLL). Its mechanism of action in this disease is not well understood, but it is thought to act primarily by enhancing anti-tumor immunity and reducing production of pro-tumoral factors in the CLL microenvironment. We have previously demonstrated alterations in the expression of cytoskeletal genes in T-cells from patients with CLL and have subsequently shown that these changes translate into a deficit in T-cell function, due to impaired actin polymerization resulting in defective immunological synapse formation. Treatment of both autologous T-cells and CLL cells with lenalidomide was necessary to repair this defect, suggesting that this may be a key component of this agent's activity in CLL. Therefore we examined the effect of lenalidomide on the global gene expression profiles of isolated B-cells and T-cell subsets from CLL patients and healthy donors. Peripheral blood mononuclear cells from patients with untreated CLL or healthy donors were cultured in the presence of 1 μM lenalidomide or vehicle control for 48 hours. The lymphocyte subsets were isolated, followed by RNA extraction and gene expression profiling using the Affymetrix HGU133Plus2.0 platform. Lenalidomide treatment had similar effects on gene expression in T-cells from both patients with CLL and healthy donors. The most prominent changes in expression were of genes involved in cytoskeletal signaling including a 20-fold increase in WASF1 (Wiskott Aldrich Syndrome protein family, member 1), and greater than 2-fold increases in the expression of Rac-family member RHOC, (Ras homolog gene family, member C), actin binding proteins CORO1B (Coronin 1B), PARVA (Parvin alpha), and the Rho guanine nucleotide exchange factors (GEFs), ARHGEF5 and ARHGEF7. We also observed changes in genes regulating integrin signaling including PXN (Paxilin) and FAK (Focal adhesion kinase), and a shift towards Th1 differentiation with upregulation of TNF, IL-12R, and IL-18R. In addition, we noted increased expression of the transcription factors IKZF1, IKZF4 and IRF4, genes involved in the Ikaros pathways that are essential for hematopoiesis and control of lymphoid proliferation. These changes in gene expression provide further evidence that an important mechanism of action of lenalidomide is the upregulation of the actin cytoskeletal network including Rho-GTPases and integrin activation signaling, and are consistent with our previous observations concerning the functional repair of T-cells in CLL. Initial analysis of the effect of lenalidomide on the gene expression profiles of the CLL B-cells showed similar changes to those previously described in vivo from CLL patients receiving single agent lenalidomide in a clinical trial (Chen et al. JCO 2010). In our system, lenalidomide treatment resulted in a greater than 2-fold upregulation of 189 genes, and a greater than 2-fold downregulation of 85 genes in CLL B-cells. We observed increased expression of several genes belonging to the TNF superfamily including TNF-α, OX40L, and APRIL, and the receptors DR5, DCR2, and OX40. Many of these are known to mediate apoptosis signaling, and we also observed increased expression of pro-apoptotic genes such as FAS, BID (BH3 interacting domain death agonist), HRK (Harakiri), and CFLAR (CASP8 and FADD-like apoptosis regulator), and cell cycle regulators CDKN1A and CDKN1C (Cyclin-dependent kinase inhibitors 1A and 1C). Lenalidomide also upregulated expression of several genes of known importance in the CLL microenvironment, including the chemokines CCL3 and CCL4, CD40, CD274 (PD-L1), CD279 (PD-1), and adhesion molecules LFA3 and ICAM1. The effect of lenalidomide on the gene expression profiles of normal B-cells was less marked, with greater than 2-fold upregulation of 51 genes and downregulation of 12 genes. However, we did observe that lenalidomide treatment induced upregulation of genes involved in cytoskeletal pathways such as RND1 (Rho family GTPase 1), RHOQ (Ras homolog gene family, member Q), and MYO1B (myosin 1B). In conclusion, investigation of the effect of lenalidomide on gene expression profiling in CLL suggests that the drug acts both to enhance T-cell function, and to render the CLL cells more susceptible to immune cell mediated killing. Disclosures: Gribben: Roche: Honoraria; Celgene: Honoraria; GSK: Honoraria; Mundipharma: Honoraria; Gilead: Honoraria; Pharmacyclics: Honoraria.


2016 ◽  
Vol 34 (4_suppl) ◽  
pp. 558-558 ◽  
Author(s):  
Michael Sangmin Lee ◽  
Benjamin Garrett Vincent ◽  
Autumn Jackson McRee ◽  
Hanna Kelly Sanoff

558 Background: Different immune cell infiltrates into colorectal cancer (CRC) tumors are associated with different prognoses. Tumor-associated macrophages contribute to immune evasion and accelerated tumor progression. Conversely, tumor infiltrating lymphocytes at the invasive margin of CRC liver metastases are associated with improved outcomes with chemotherapy. Cetuximab is an IgG1 monoclonal antibody against epidermal growth factor receptor (EGFR) and stimulates antibody-dependent cellular cytotoxicity (ADCC) in vitro. However, it is unclear in humans if response to cetuximab is modulated by the immune response. We hypothesized that different immune patterns detected in gene expression profiles of CRC metastases are associated with different responses to cetuximab. Methods: We retrieved gene expression data from biopsies of metastases from 80 refractory CRC patients treated with cetuximab monotherapy (GEO GSE5851). Samples were dichotomized by cetuximab response as having either disease control (DC) or progressive disease (PD). We performed gene set enrichment analysis (GSEA) with GenePattern 3.9.4 using gene sets of immunologic signatures obtained from the Molecular Signatures Database v5.0. Results: Among the 68 patients with response annotated, 25 had DC and 43 had PD. In the PD cohort, 59/1910 immunologic gene sets had false discovery rate (FDR) < 0.1. Notably, multiple gene sets upregulated in monocyte signatures were associated with PD. Also, gene sets consistent with PD1-ligated T cells compared to control activated T cells (FDR = 0.052) or IL4-treated CD4 T cells compared to controls (FDR = 0.087) were associated with PD. Conclusions: Cetuximab-resistant patients tended to have baseline increased expression of gene signatures reflective of monocytic infiltrates, consistent with also having increased expression of the IL4-treated T-cell signature. Cetuximab resistance was also associated with increased expression of the PD1-ligated T cell signature. These preliminary findings support further evaluation of the effect of differential immune infiltrates in prognosis of metastatic CRC treated with cetuximab.


2008 ◽  
Vol 36 (04) ◽  
pp. 783-797 ◽  
Author(s):  
Wen-Yu Cheng ◽  
Shih-Lu Wu ◽  
Chien-Yun Hsiang ◽  
Chia-Cheng Li ◽  
Tung-Yuan Lai ◽  
...  

Traditional Chinese medicine (TCM) has been used for thousands of years. Most Chinese herbal formulae consist of several herbal components and have been used to treat various diseases. However, the mechanisms of most formulae and the relationship between formulae and their components remain to be elucidated. Here we analyzed the putative mechanism of San-Huang-Xie-Xin-Tang (SHXXT) and defined the relationship between SHXXT and its herbal components by microarray technique. HepG2 cells were treated with SHXXT or its components and the gene expression profiles were analyzed by DNA microarray. Gene set enrichment analysis indicated that SHXXT and its components displayed a unique anti-proliferation pattern via p53 signaling, p53 activated, and DNA damage signaling pathways in HepG2 cells. Network analysis showed that most genes were regulated by one molecule, p53. In addition, hierarchical clustering analysis showed that Rhizoma Coptis shared a similar gene expression profile with SHXXT. These findings may explain why Rhizoma Coptis is the principle herb that exerts the major effect in the herbal formula, SHXXT. Moreover, this is the first report to reveal the relationship between formulae and their herbal components in TCM by microarray and bioinformatics tools.


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