scholarly journals TET2/IDH1/2/WT1 and NPM1 Mutations Influence the RUNX1 Expression Correlations in Acute Myeloid Leukemia

Medicina ◽  
2020 ◽  
Vol 56 (12) ◽  
pp. 637
Author(s):  
Sergiu Pasca ◽  
Ancuta Jurj ◽  
Ciprian Tomuleasa ◽  
Mihnea Zdrenghea

Background and objectives: Mutational analysis has led to a better understanding of acute myeloid leukemia (AML) biology and to an improvement in clinical management. Some of the most important mutations that affect AML biology are represented by mutations in genes related to methylation, more specifically: TET2, IDH1, IDH2 and WT1. Because it has been shown in numerous studies that mutations in these genes lead to similar expression profiles and phenotypes in AML, we decided to assess if mutations in any of those genes interact with other genes important for AML. Materials and Methods: We downloaded the clinical data, mutational profile and expression profile from the TCGA LAML dataset via cBioPortal. Data were analyzed using classical statistical methods and functional enrichment analysis software represented by STRING and GOrilla. Results: The first step we took was to assess the 196 AML cases that had a mutational profile available and observe the mutations that overlapped with TET2/IDH1/2/WT1 mutations. We observed that RUNX1 mutations significantly overlap with TET2/IDH1/2/WT1 mutations. Because of this, we decided to further investigate the role of RUNX1 mutations in modulating the level of RUNX1 mRNA and observed that RUNX1 mutant cases presented higher levels of RUNX1 mRNA. Because there were only 16 cases of RUNX1 mutant samples and that mutations in this gene determined a change in mRNA expression, we further observed the correlation between RUNX1 and other mRNAs in subgroups regarding the presence of hypermethylating mutations and NPM1. Here, we observed that both TET2/IDH1/2/WT1 and NPM1 mutations increase the number of genes negatively correlated with RUNX1 and that these genes were significantly linked to myeloid activation. Conclusions: In the current study, we have shown that NPM1 and TET2/IDH1/2/WT1 mutations increase the number of negative correlations of RUNX1 with other transcripts involved in myeloid differentiation.

2020 ◽  
Author(s):  
Zhixiang Chen ◽  
Luya Ye ◽  
Xuechun Wang ◽  
Fuquan Tu ◽  
Xuezhen Li ◽  
...  

Abstract Background: Acute myeloid leukemia (AML) is a common hematologic malignancy with poor prognosis. Accumulating reports have indicated that the tumor microenvironment (TME) performs a critical role in the progress of the disease and the clinical outcomes of patients. To date, the role of TME in AML remains clouded due to the complex regulatory mechanisms in it. In this study, We identified key prognostic genes relate to TME in AML and developed a novel gene signature for individualized prognosis assessment. Methods: The expression profiles of AML samples with clinical information were obtained from the Cancer Genome Atlas (TCGA). The ESTIMATE algorithm was applied to calculate the TME relevant immune and stromal scores. The differentially expressed genes (DEGs) were selected based on the immune and stromal scores. Then, the survival analysis was applied to select prognostic DEGs, and these genes were annotated by functional enrichment analysis. A TME relevant gene signature with predictive capability was constructed by a series of regression analyses and performed well in another cohort from the Gene Expression Omnibus (GEO) database. Moreover, we also developed a nomogram with the integration of the gene signature and clinical indicators to establish an individually quantified risk-scoring system. Results: In the AML microenvironment, a total of 181 DEGs with prognostic value were clarified. Then a seven-gene ( IL1R2, MX1, S100A4, GNGT2, ZSCAN23, PLXNB1 and DPY19L2 ) signature with robust prediction was identified, and was validated by an independent cohort of AML samples from the GSE71014. Gene set enrichment analysis (GSEA) of genes in the gene signature revealed these genes mainly enriched in the immune and inflammatory related processes. The correlation between the signature-calculated risk scores and the clinical features indicated that patients with high risk scores were accompanied by adverse survival. Finally, a nomogram with clinical utility was constructed. Conclusion: Our study explored and identified a novel TME relevant seven-gene signature, which could serve as a prognostic indicator for AML. Meanwhile, we also establish a nomogram with clinical significance. These findings might provide new insights into the diagnosis, treatment and prognosis of AML.


2021 ◽  
Author(s):  
Jiao Yang ◽  
Fei Lu ◽  
Guangxin Ma ◽  
Yihua Pang ◽  
Yanan Zhao ◽  
...  

Abstract Background: Cadherin-23 (CDH23), which plays an important role in intercellular adhesion, is involved in the progression of several types of cancer. However, the biological functions and impact of CDH23 expression on the prognosis of patients with acute myeloid leukemia (AML) are yet to be explored. Herein, we aim to characterize the role and molecular functions of CDH23 in AML.Methods: The expression level of CDH23 were assessed in patients with AML by Gene Expression Profiling Interactive Analysis (GEPIA). The prognostic value of CDH23 was analyzed via GEPIA and LinkedOmics. Correlation analysis and biology function analysis were conducted by LinkedOmics and GeneMANIA database. Relationship of CDH23 with immune infiltration level was detected by TIMER. Results: In the present study, aberrant overexpression of CDH23 was first confirmed in patients with AML and contributed to poor prognosis. Notably, we observed a negative correlation between CDH23 mRNA expression and immune cell infiltration by calculating the ESTIMATE score. In addition, functional enrichment analysis confirmed that CDH23 plays a crucial role in tumor immunity. Conclusions: Our findings indicate that upregulation of CDH23 expression corresponded to shortened overall survival of patients with AML. CDH23 may be involved in mediating tumor immunity, and this highlights the potential of CDH23 as a therapeutic target in AML.


Blood ◽  
2007 ◽  
Vol 110 (11) ◽  
pp. 3181-3181
Author(s):  
Zejuan Li ◽  
Jun Lu ◽  
Miao Sun ◽  
Shuangli Mi ◽  
Hao Zhang ◽  
...  

Abstract Acute myeloid leukemia (AML) is the most common type of acute leukemia in adults. It is estimated that 13,410 cases will be diagnosed and 8,990 will die of AML in the United States in 2007 (http://seer.cancer.gov). AML is a genetically diverse hematopoietic malignancy with variable response to treatment. Expression profiling of protein-coding genes using DNA microarray in AML has resulted in inconsistent data from different laboratories. Therefore, further validation of these observations in large cohorts and in independent studies is definitely required before clinical application becomes feasible. Recently, Golub and colleagues described a new, bead-based flow cytometric microRNA (miRNAs, miRs) expression profiling method that could successfully classify tumors. MiRNAs are endogenous ∼22 nucleotide non-coding RNAs, which can function as oncogenes and tumor suppressors. To provide new insights into the complex genetic alterations in leukemogenesis and to identify novel markers for diagnosis and treatment of AML, we performed a genome-wide analysis of miRNA expression profiles using the bead-based method on 54 AML samples with common translocations including t(15;17), t(8;21), inv(16), and 11q23 rearrangement, along with normal controls. In both unsupervised and supervised hierarchical cluster analyses, we observed that t(15;17) samples grouped together as one cluster, as do the 11q23 rearrangement samples. Interestingly, t(8;21) and inv(16), both CBF (core-binding factor) AMLs, grouped together as a unique cluster. Forty-one miRNAs exhibited significantly differential expression between different subtypes of AMLs, and/or between AMLs and normal controls. Notably, expression signature of a minimal number of two, three, and seven miRNAs could be used for class prediction of CBF, t(15;17), and 11q23 rearrangement AMLs, respectively, with an overall diagnostic accuracy of 94–96%. We further showed that overexpression of the two discriminatory miRNAs in CBF AML is associated with epigenetic regulation, rather than DNA copy number amplification. Moreover, several important target genes of these discriminatory miRNAs have also been validated. We are currently exploring the role of these discriminatory miRNAs and their critical target genes in the development of AML using in vitro and in vivo models. This work will enhance our understanding of the biological role of these miRNAs and their targets in leukemogenesis.


2021 ◽  
Vol 19 (1) ◽  
Author(s):  
Caixia Han ◽  
Shujiao He ◽  
Ruiqi Wang ◽  
Xuefeng Gao ◽  
Hong Wang ◽  
...  

Abstract Background Rho GTPase activating protein 9 (ARHGAP9) is expressed in various types of cancers and can inactivate Rho GTPases that mainly regulate cytoskeletal dynamics. However, the exact role of ARHGAP9 in acute myeloid leukemia (AML) has yet to be clarified. Methods We compared the transcriptional expression, prognosis, differentially expressed genes, functional enrichment, and hub genes in AML patients on the basis of the data published in the following databases: UALCAN, GEPIA, Gene Expression Omnibus, the Human Protein Atlas, Cancer Cell Line Encyclopedia, LinkedOmics, Metascape, and String. Data from the Cancer Genome Atlas database was used to evaluate the correlations between ARHGAP9 expression and various clinicopathological parameters, as well as the significantly different genes associated with ARHGAP9 expression. Results We found that ARHGAP9 expression was higher in the tissues and cell lines extracted from patients with AML than corresponding control tissues and other cancer types. ARHGAP9 overexpression was associated with decreased overall survival (OS) in AML. Compared with the ARHGAP9low group, the ARHGAP9high group, which received only chemotherapy, showed significantly worse OS and event-free survival (EFS); however, no significant difference was observed after treatment with autologous or allogeneic hematopoietic stem cell transplantation (auto/allo-HSCT). The ARHGAP9high patients undergoing auto/allo-HSCT also had a significantly better prognosis with respect to OS and EFS than those receiving only chemotherapy. Most overlapping genes of the significantly different genes and co-expression genes exhibited enriched immune functions, suggesting the immune regulation potential of ARHGAP9 in AML. A total of 32 hub genes were identified from the differentially expressed genes, within which the KIF20A had a significant prognostic value for AML. Conclusions ARHGAP9 overexpression was associated with poor OS in AML patients and can be used as a prognostic biomarker. AML patients with ARHGAP9 overexpression can benefit from auto/allo-HSCT rather than chemotherapy.


Hematology ◽  
2002 ◽  
Vol 2002 (1) ◽  
pp. 73-110 ◽  
Author(s):  
Francis J. Giles ◽  
Armand Keating ◽  
Anthony H. Goldstone ◽  
Irit Avivi ◽  
Cheryl L. Willman ◽  
...  

Abstract In this chapter, Drs. Keating and Willman review recent advances in our understanding of the pathophysiology of acute myeloid leukemia (AML) and allied conditions, including the advanced myelodysplastic syndromes (MDS), while Drs. Goldstone, Avivi, Giles, and Kantarjian focus on therapeutic data with an emphasis on current patient care and future research studies. In Section I, Dr. Armand Keating reviews the role of the hematopoietic microenvironment in the initiation and progression of leukemia. He also discusses recent data on the stromal, or nonhematopoietic, marrow mesenchymal cell population and its possible role in AML. In Section II, Drs. Anthony Goldstone and Irit Avivi review the current role of stem cell transplantation as therapy for AML and MDS. They focus on data generated on recent Medical Research Council studies and promising investigation approaches. In Section III, Dr. Cheryl Willman reviews the current role of molecular genetics and gene expression analysis as tools to assist in AML disease classification systems, modeling of gene expression profiles associated with response or resistance to various interventions, and identifying novel therapeutic targets. In Section IV, Drs. Hagop Kantarjian and Francis Giles review some promising agents and strategies under investigation in the therapy of AML and MDS with an emphasis on novel delivery systems for cytotoxic therapy and on targeted biologic agents.


2013 ◽  
Vol 31 (17) ◽  
pp. 2086-2093 ◽  
Author(s):  
Guido Marcucci ◽  
Kati S. Maharry ◽  
Klaus H. Metzeler ◽  
Stefano Volinia ◽  
Yue-Zhong Wu ◽  
...  

Purpose To evaluate the impact of miR-155 on the outcome of adults with cytogenetically normal (CN) acute myeloid leukemia (AML) in the context of other clinical and molecular prognosticators and to gain insight into the leukemogenic role of this microRNA. Patients and Methods We evaluated 363 patients with primary CN-AML. miR-155 levels were measured in pretreatment marrow and blood by NanoString nCounter assays that quantified the expression of the encoding gene MIR155HG. All molecular prognosticators were assessed centrally. miR-155–associated gene and microRNA expression profiles were derived using microarrays. Results Considering all patients, high miR-155 expression was associated with a lower complete remission (CR) rate (P < .001) and shorter disease-free survival (P = .001) and overall survival (OS; P < .001) after adjusting for age. In multivariable analyses, high miR-155 expression remained an independent predictor for a lower CR rate (P = .007) and shorter OS (P < .001). High miR-155 expressers had approximately 50% reduction in the odds of achieving CR and 60% increase in the risk of death compared with low miR-155 expressers. Although high miR-155 expression was not associated with a distinct microRNA expression profile, it was associated with a gene expression profile enriched for genes involved in cellular mechanisms deregulated in AML (eg, apoptosis, nuclear factor-κB activation, and inflammation), thereby supporting a pivotal and unique role of this microRNA in myeloid leukemogenesis. Conclusion miR-155 expression levels are associated with clinical outcome independently of other strong clinical and molecular predictors. The availability of emerging compounds with antagonistic activity to microRNAs in the clinic provides the opportunity for future therapeutic targeting of miR-155 in AML.


2022 ◽  
Author(s):  
XiaoQiang Xu ◽  
Xin Jin ◽  
JiaXi Wang ◽  
Rui Sun ◽  
Meng Zhang ◽  
...  

Abstract Background: TSC22D domain family genes, including Tsc22d1-4, have been extensively reported to be involved in tumors. However, their expression profiles and prognostic significance in acute myeloid leukemia (AML) remain unknown. Methods: The present study investigated the expression profiles and prognostic significance of TSC22D domain family genes in AML through the use of multiple online databases, including the CCLE, EMBL-EBI, HPA, Oncomine,GEPIA2, UALCAN, BloodSpot, and GSCALite databases. The cBioPortal and GSCALite databases were used to explore the genetic alteration and copy number variation (CNV) of the Tsc22d3 gene. The TRRUST (Version 2) database was used to explore the gene ontology biological process, disease ontology, and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways associated with the Tsc22d3 gene. The AnimalTFDB3.0, STRING, and Harmonizome databases were used to investigate the protein–protein interaction (PPI) network of the Tsc22d3 gene. The Harmonizome database was used for Tsc22d3 gene regulatory kinase analysis. The TargetScanHuman 7.2, MiRDB, and ENCORI databases were used to execute the analysis of the Tsc22d3 gene regulatory miRNAs. Then, the GSCALite and GEPIA2021 databases were used to investigate the correlation between Tsc22d3 expression and immune infiltration. Results: The expression of the Tsc22d3 gene was upregulated markedly in AML cells relative to normal hematopoietic stem cells. The expression of the Tsc22d3 gene was increased in AML tumor samples compared with healthy bone marrow samples. And overexpression of the Tsc22d3 gene was associated with poor OS in AML patients.This study implied that the Tsc22d3 gene is a new biomarker for predicting the prognosis of AML. Furthermore, gene ontology analysis showed that Tsc22d3 was involved in leukemia. Functional enrichment analysis showed that the Tsc22d3 gene has many biological functions, including the regulation of many genes, kinases, miRNAs, signaling pathways, and immune infiltration.Therefore, this study suggests that the Tsc22d3 gene may be a potential therapeutic target for AML. Conclusions: Tsc22d3 gene expression was upregulated in AML, and overexpression was associated with poor OS in AML patients. Therefore, the Tsc22d3 gene may serve as a novel prognostic biomarker and therapeutic target for AML.


Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 3991-3991
Author(s):  
Ming-Kai Chuang ◽  
Yu-Chiao Chiu ◽  
Hsin-An Hou ◽  
Wen-Chien Chou ◽  
Jih-Luh Tang ◽  
...  

Abstract Introduction Acute myeloid leukemia (AML) is a highly heterogeneous disease with various genetic abnormalities. Cytogenetics, gene mutations, gene expression profiles, and microRNA expressions affect prognosis in AML patients. Some of these exams are cumbersome and not readily available. In contrast, routine complete blood counting and morphological classification is a simple and real time method, and may be used for prediction of response to treatment. Rapid peripheral blood (PB) blasts clearance after induction chemotherapy has been shown to predict prognosis in AML patients, but those studies recruited small cohorts or lacked molecular correlations. In this study, we aimed to not only investigate the prognostic significance of this method in a large cohort but also extend its implications to genetic and biological levels. Method A cohort of 333 de novo non-M3 AML patients who received standard chemotherapy at the National Taiwan University Hospital from 2003 to 2015 were included. The percentages of their PB blasts in the first week after initiation of induction chemotherapy were examined by morphological observation. Mutation analyses of 15 relevant molecular markers, including FLT3 (ITD and TKD), N-RAS, K-RAS, KIT, CEBPA, RUNX1, as well as NPM1, WT1, ASXL1, MLL/PTD, DNMT3A, IDH1, IDH2, and TET2, were performed in bone marrow mononuclear cells from 165 patients at diagnosis, who had available cryopreserved samples. We profiled whole-genome gene expression using Illumina HumanHT-12 v4 Expression BeadChip (Illumina, San Diego, CA) in 83 patients, who had enough mRNA for analyses. The difference in clinical features, cytogenetics, gene mutations, gene expression profiles, and treatment outcomes between patients who had PB blasts clearance within 7 days and those who failed were analyzed. Results Among the 333 patients, 154 (46.2%) patients achieved clearance of PB blasts within 7 days of starting induction chemotherapy. There was no difference in gender, age, and hemograms at diagnosis between the two groups. The patients failed to clear PB blasts within one week had higher incidence of FAB M0 (5.6% vs. 0.6%, p=0.012), higher percentage of 2017 European LeukemiaNet (ELN) adverse-risk category (40.8% vs. 26.0%, p=0.004), and lower incidence of mutated NPM1 (10.6% vs. 22.5%, p=0.039), FLT3-ITD (11.8% vs. 26.6%, p=0.015), and biallelic mutated CEBPA (9.8% vs. 24.1%, p=0.015) than those who cleared the PB blasts in 7 days. Failure to clear PB blasts within 7 days was a significant unfavorable risk factor for overall survival (OS) [5-year survival rate 53.3% vs. 76.0%, p=0.004 (figure 1)], and relapse-free survival (RFS) [median RFS 6.6 months vs. 18.6 month, p<0.001 (figure 2)]. We then combined age, white blood cell count at diagnosis, ELN risk category, and clearance of PB blasts within 7 days as co-variables for a Cox regression proportional hazard model and found that failure to achieve clearance of PB blasts independently predicted shorter OS and RFS [HR=1.699, 95% CI 1.065-2.711, p=0.026 (table 1), and HR=1.896, 95% CI 1.398-2.573, p<0.001 respectively]. We profiled the global mRNA expression to explore the possible underlying molecular pathways which distinguish these two groups of patients. We identified 192 unique genes with differential expression (> 1.5 fold change, t-test p < 0.05). Gene-annotation enrichment analysis using DAVID 6.8 revealed that these differentially expressed genes were associated with abundant biological functions in a variety of categories. Among them were genes that were associated with cell proliferation (p = 9.68 × 10−4), and apoptosis (p = 3.08 × 10−3). Gene Set Enrichment Analysis (GSEA) revealed significant enrichment in "genes up-regulated in hematopoietic stem cells compared to hematopoietic progenitor cells" (empirical p<0.001) and "predominant long-term growth and self-renewal phenotype" (empirical p<0.001) in the patients with failure to clear PB blasts within 7 days. Conclusion This study demonstrated that rapid clearance of PB blasts is an independent favorable prognostic factor irrespective of age, WBC and 2017 ELN risk classification, and would be a simple and real time tool to predict the patients' prognosis. This parameter separates the patients into groups with distinctive clinical and biological features. Further prospective and larger cohorts are needed to confirm our observations. Disclosures No relevant conflicts of interest to declare.


2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Jun Wang ◽  
Feng-Ting Dao ◽  
Lu Yang ◽  
Ya-Zhen Qin

Abstract Recurrent genetic mutations occur in acute myeloid leukemia (AML) and have been incorporated into risk stratification to predict the prognoses of AML patients. The bone marrow microenvironment plays a critical role in the development and progression of AML. However, the characteristics of the genetic mutation-associated microenvironment have not been comprehensively identified to date. In this study, we obtained the gene expression profiles of 173 AML patients from The Cancer Genome Atlas (TCGA) database and calculated their immune and stromal scores by applying the ESTIMATE algorithm. Immune scores were significantly associated with OS and cytogenetic risk. Next, we categorized the intermediate and poor cytogenetic risk patients into individual-mutation and wild-type groups according to RUNX1, ASXL1, TP53, FLT3-ITD, NPM1 and biallelic CEBPA mutation status. The relationships between the immune microenvironment and each genetic mutation were investigated by identifying differentially expressed genes (DEGs) and conducting functional enrichment analyses of them. Significant immune- and stromal-relevant DEGs associated with each mutation were identified, and most of the DEGs (from the FLT3-ITD, NPM1 and biallelic CEBPA mutation groups) were validated in the GSE14468 cohort downloaded from the Gene Expression Omnibus (GEO) database. In summary, we identified key immune- and stromal-relevant gene signatures associated with genetic mutations in AML, which may provide new biomarkers for risk stratification and personalized immunotherapy.


2019 ◽  
Vol XIV (1) ◽  
Author(s):  
A.M. Radzhabova ◽  
S.V. Voloshin ◽  
I.S. Martynkevich ◽  
A.A. Kuzyaeva ◽  
V.A. Shuvaev ◽  
...  

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