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1.
Mol Cancer ; 23(1): 116, 2024 May 31.
Article in English | MEDLINE | ID: mdl-38822351

ABSTRACT

BACKGROUND: Elevated evidence suggests that the SENPs family plays an important role in tumor progression. However, the role of SENPs in AML remains unclear. METHODS: We evaluated the expression pattern of SENP1 based on RNA sequencing data obtained from OHSU, TCGA, TARGET, and MILE datasets. Clinical samples were used to verify the expression of SENP1 in the AML cells. Lentiviral vectors shRNA and sgRNA were used to intervene in SENP1 expression in AML cells, and the effects of SENP1 on AML proliferation and anti-apoptosis were detected using in vitro and in vivo models. Chip-qPCR, MERIP-qPCR, CO-IP, RNA pulldown, and dual-luciferase reporter gene assays were used to explore the regulatory mechanisms of SNEP1 in AML. RESULTS: SENP1 was significantly upregulated in high-risk AML patients and closely related to poor prognosis. The AKT/mTOR signaling pathway is a key downstream pathway that mediates SENP1's regulation of AML proliferation and anti-apoptosis. Mechanistically, the CO-IP assay revealed binding between SENP1 and HDAC2. SUMO and Chip-qPCR assays suggested that SENP1 can desumoylate HDAC2, which enhances EGFR transcription and activates the AKT pathway. In addition, we found that IGF2BP3 expression was upregulated in high-risk AML patients and was positively correlated with SENP1 expression. MERIP-qPCR and RIP-qPCR showed that IGF2BP3 binds SENP1 3-UTR in an m6A manner, enhances SENP1 expression, and promotes AKT pathway conduction. CONCLUSIONS: Our findings reveal a distinct mechanism of SENP1-mediated HDAC2-AKT activation and establish the critical role of the IGF2BP3/SENP1signaling axis in AML development.


Subject(s)
Adenosine , Cell Proliferation , Cysteine Endopeptidases , Histone Deacetylase 2 , Leukemia, Myeloid, Acute , Proto-Oncogene Proteins c-akt , RNA-Binding Proteins , Sumoylation , Animals , Female , Humans , Male , Mice , Adenosine/analogs & derivatives , Adenosine/metabolism , Apoptosis , Biomarkers, Tumor/metabolism , Biomarkers, Tumor/genetics , Cell Line, Tumor , Cysteine Endopeptidases/metabolism , Cysteine Endopeptidases/genetics , Disease Progression , Gene Expression Regulation, Leukemic , Histone Deacetylase 2/metabolism , Histone Deacetylase 2/genetics , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/metabolism , Leukemia, Myeloid, Acute/pathology , Prognosis , Proto-Oncogene Proteins c-akt/metabolism , RNA-Binding Proteins/metabolism , RNA-Binding Proteins/genetics , Signal Transduction , Xenograft Model Antitumor Assays
2.
Nat Commun ; 15(1): 4739, 2024 Jun 04.
Article in English | MEDLINE | ID: mdl-38834613

ABSTRACT

The overexpression of the ecotropic viral integration site-1 gene (EVI1/MECOM) marks the most lethal acute myeloid leukemia (AML) subgroup carrying chromosome 3q26 abnormalities. By taking advantage of the intersectionality of high-throughput cell-based and gene expression screens selective and pan-histone deacetylase inhibitors (HDACis) emerge as potent repressors of EVI1. To understand the mechanism driving on-target anti-leukemia activity of this compound class, here we dissect the expression dynamics of the bone marrow leukemia cells of patients treated with HDACi and reconstitute the EVI1 chromatin-associated co-transcriptional complex merging on the role of proliferation-associated 2G4 (PA2G4) protein. PA2G4 overexpression rescues AML cells from the inhibitory effects of HDACis, while genetic and small molecule inhibition of PA2G4 abrogates EVI1 in 3q26 AML cells, including in patient-derived leukemia xenografts. This study positions PA2G4 at the crosstalk of the EVI1 leukemogenic signal for developing new therapeutics and urges the use of HDACis-based combination therapies in patients with 3q26 AML.


Subject(s)
Chromosomes, Human, Pair 3 , Histone Deacetylase Inhibitors , Leukemia, Myeloid, Acute , MDS1 and EVI1 Complex Locus Protein , Proteogenomics , Animals , Female , Humans , Mice , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Proliferation/genetics , Chromosomes, Human, Pair 3/genetics , Gene Expression Regulation, Leukemic/drug effects , Histone Deacetylase Inhibitors/pharmacology , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/metabolism , Leukemia, Myeloid, Acute/pathology , MDS1 and EVI1 Complex Locus Protein/metabolism , MDS1 and EVI1 Complex Locus Protein/genetics , Proteogenomics/methods , Proto-Oncogene Proteins c-myc/metabolism , Proto-Oncogene Proteins c-myc/genetics , Xenograft Model Antitumor Assays
3.
Cancer Lett ; 596: 217018, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38844062

ABSTRACT

Relapse and treatment resistance pose significant challenges in the management of pediatric B cell acute lymphoblastic leukemia (B-ALL) and acute myeloid leukemia (AML). The efficacy of immunotherapy in leukemia remains limited due to factors such as the immunosuppressive tumor microenvironment (TME) and lack of suitable immunotherapeutic targets. Thus, an in-depth characterization of the TME in pediatric leukemia is warranted to improve the efficacy of immunotherapy. Here, we used single-cell RNA sequencing (scRNA-seq) to characterize the TME of pediatric B-ALL and AML, focusing specifically on bone-marrow-derived T cells. Moreover, we investigated the transcriptome changes during the initiation, remission, and relapse stages of pediatric AML. Our findings revealed that specific functional expression programs correlated with fluctuations in various T cell subsets, which may be associated with AML progression and relapse. Furthermore, our analysis of cellular communication networks led to the identification of VISTA, CD244, and TIM3 as potential immunotherapeutic targets in pediatric AML. Finally, we detected elevated proportions of γδ T cells and associated functional genes in samples from pediatric patients diagnosed with B-ALL and AML, which could inform the development of novel therapeutic approaches, potentially focusing on γδ T cells.


Subject(s)
Leukemia, Myeloid, Acute , Single-Cell Analysis , Tumor Microenvironment , Humans , Tumor Microenvironment/immunology , Tumor Microenvironment/genetics , Single-Cell Analysis/methods , Child , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/immunology , Leukemia, Myeloid, Acute/pathology , Transcriptome , Hepatitis A Virus Cellular Receptor 2/genetics , Hepatitis A Virus Cellular Receptor 2/metabolism , Gene Expression Profiling/methods , Child, Preschool , Male , Female , B7 Antigens/genetics , Adolescent , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/immunology , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/pathology , Gene Expression Regulation, Leukemic
4.
Sci Rep ; 14(1): 11064, 2024 05 14.
Article in English | MEDLINE | ID: mdl-38744924

ABSTRACT

The European Leukemia Net recommendations provide valuable guidance in treatment decisions of patients with acute myeloid leukemia (AML). However, the genetic complexity and heterogeneity of AML are not fully covered, notwithstanding that gene expression analysis is crucial in the risk stratification of AML. The Stellae-123 score, an AI-based model that captures gene expression patterns, has demonstrated robust survival predictions in AML patients across four western-population cohorts. This study aims to evaluate the applicability of Stellae-123 in a Taiwanese cohort. The Stellae-123 model was applied to 304 de novo AML patients diagnosed and treated at the National Taiwan University Hospital. We find that the pretrained (BeatAML-based) model achieved c-indexes of 0.631 and 0.632 for the prediction of overall survival (OS) and relapse-free survival (RFS), respectively. Model retraining within our cohort further improve the cross-validated c-indexes to 0.667 and 0.667 for OS and RFS prediction, respectively. Multivariable analysis identify both pretrained and retrained models as independent prognostic biomarkers. We further show that incorporating age, Stellae-123, and ELN classification remarkably improves risk stratification, revealing c-indices of 0.73 and 0.728 for OS and RFS, respectively. In summary, the Stellae-123 gene expression signature is a valuable prognostic tool for AML patients and model retraining can improve the accuracy and applicability of the model in different populations.


Subject(s)
Leukemia, Myeloid, Acute , Humans , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/mortality , Taiwan/epidemiology , Male , Female , Middle Aged , Aged , Adult , Prognosis , Risk Assessment/methods , Transcriptome , Gene Expression Profiling/methods , Biomarkers, Tumor/genetics , Young Adult , Aged, 80 and over , Gene Expression Regulation, Leukemic
5.
Leukemia ; 38(6): 1275-1286, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38734786

ABSTRACT

TIF1ß/KAP1/TRIM28, a chromatin modulator, both represses and activates the transcription of genes in normal and malignant cells. Analyses of datasets on leukemia patients revealed that the expression level of TIF1ß was increased in patients with chronic myeloid leukemia at the blast crisis and acute myeloid leukemia. We generated a BCR::ABL1 conditional knock-in (KI) mouse model, which developed aggressive myeloid leukemia, and demonstrated that the deletion of the Tif1ß gene inhibited the progression of myeloid leukemia and showed longer survival than that in BCR::ABL1 KI mice, suggesting that Tif1ß drove the progression of BCR::ABL1-induced leukemia. In addition, the deletion of Tif1ß sensitized BCR::ABL1 KI leukemic cells to dasatinib. The deletion of Tif1ß decreased the expression levels of TIF1ß-target genes and chromatin accessibility peaks enriched with the Fosl1-binding motif in BCR::ABL1 KI stem cells. TIF1ß directly bound to the promoters of proliferation genes, such as FOSL1, in human BCR::ABL1 cells, in which TIF1ß and FOSL1 bound to adjacent regions of chromatin. Since the expression of Fosl1 was critical for the enhanced growth of BCR::ABL1 KI cells, Tif1ß and Fosl1 interacted to activate the leukemic transcriptional program in and cellular function of BCR::ABL1 KI stem cells and drove the progression of myeloid leukemia.


Subject(s)
Fusion Proteins, bcr-abl , Leukemia, Myelogenous, Chronic, BCR-ABL Positive , Animals , Mice , Humans , Fusion Proteins, bcr-abl/genetics , Fusion Proteins, bcr-abl/metabolism , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/metabolism , Gene Expression Regulation, Leukemic , Tripartite Motif-Containing Protein 28/metabolism , Tripartite Motif-Containing Protein 28/genetics , Transcription, Genetic
6.
Nat Cell Biol ; 26(6): 946-961, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38745030

ABSTRACT

RNA-binding proteins (RBPs) are pivotal in acute myeloid leukaemia (AML), a lethal disease. Although specific phase separation-competent RBPs are recognized in AML, the effect of their condensate formation on AML leukaemogenesis, and the therapeutic potential of inhibition of phase separation are underexplored. In our in vivo CRISPR RBP screen, fibrillarin (FBL) emerges as a crucial nucleolar protein that regulates AML cell survival, primarily through its phase separation domains rather than methyltransferase or acetylation domains. These phase separation domains, with specific features, coordinately drive nucleoli formation and early processing of pre-rRNA (including efflux, cleavage and methylation), eventually enhancing the translation of oncogenes such as MYC. Targeting the phase separation capability of FBL with CGX-635 leads to elimination of AML cells, suggesting an additional mechanism of action for CGX-635 that complements its established therapeutic effects. We highlight the potential of PS modulation of critical proteins as a possible therapeutic strategy for AML.


Subject(s)
Chromosomal Proteins, Non-Histone , Leukemia, Myeloid, Acute , RNA Precursors , RNA Processing, Post-Transcriptional , Humans , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/pathology , Leukemia, Myeloid, Acute/metabolism , RNA Precursors/metabolism , RNA Precursors/genetics , Chromosomal Proteins, Non-Histone/metabolism , Chromosomal Proteins, Non-Histone/genetics , Animals , Cell Line, Tumor , Protein Biosynthesis , Cell Nucleolus/metabolism , Cell Nucleolus/genetics , Mice , RNA-Binding Proteins/metabolism , RNA-Binding Proteins/genetics , Gene Expression Regulation, Leukemic , Phase Separation
7.
Front Immunol ; 15: 1384633, 2024.
Article in English | MEDLINE | ID: mdl-38799454

ABSTRACT

Background: Acute myeloid leukemia (AML) is a highly aggressive and pathogenic hematologic malignancy with consistently high mortality. Lysosomes are organelles involved in cell growth and metabolism that fuse to form specialized Auer rods in AML, and their role in AML has not been elucidated. This study aimed to identify AML subtypes centered on lysosome-related genes and to construct a prognostic model to guide individualized treatment of AML. Methods: Gene expression data and clinical data from AML patients were downloaded from two high-throughput sequencing platforms. The 191 lysosomal signature genes were obtained from the database MsigDB. Lysosomal clusters were identified by unsupervised consensus clustering. The differences in molecular expression, biological processes, and the immune microenvironment among lysosomal clusters were subsequently analyzed. Based on the molecular expression differences between lysosomal clusters, lysosomal-related genes affecting AML prognosis were screened by univariate cox regression and multivariate cox regression analyses. Algorithms for LASSO regression analyses were employed to construct prognostic models. The risk factor distribution, KM survival curve, was applied to evaluate the survival distribution of the model. Time-dependent ROC curves, nomograms and calibration curves were used to evaluate the predictive performance of the prognostic models. TIDE scores and drug sensitivity analyses were used to explore the implication of the model for AML treatment. Results: Our study identified two lysosomal clusters, cluster1 has longer survival time and stronger immune infiltration compared to cluster2. The differences in biological processes between the two lysosomal clusters are mainly manifested in the lysosomes, vesicles, immune cell function, and apoptosis. The prognostic model consisting of six prognosis-related genes was constructed. The prognostic model showed good predictive performance in all three data sets. Patients in the low-risk group survived significantly longer than those in the high-risk group and had higher immune infiltration and stronger response to immunotherapy. Patients in the high-risk group showed greater sensitivity to cytarabine, imatinib, and bortezomib, but lower sensitivity to ATRA compared to low -risk patients. Conclusion: Our prognostic model based on lysosome-related genes can effectively predict the prognosis of AML patients and provide reference evidence for individualized immunotherapy and pharmacological chemotherapy for AML.


Subject(s)
Immunotherapy , Leukemia, Myeloid, Acute , Lysosomes , Humans , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/therapy , Leukemia, Myeloid, Acute/immunology , Leukemia, Myeloid, Acute/diagnosis , Lysosomes/metabolism , Prognosis , Female , Male , Immunotherapy/methods , Biomarkers, Tumor/genetics , Middle Aged , Gene Expression Profiling , Adult , Nomograms , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology , Aged , Gene Expression Regulation, Leukemic , Transcriptome
8.
Mol Biol Rep ; 51(1): 676, 2024 May 25.
Article in English | MEDLINE | ID: mdl-38796661

ABSTRACT

BACKGROUND: The current understanding emphasizes the intricate interplay between the Leukemic cell and its environment. Platelet-derived microparticles play a crucial role in facilitating intercellular communication and contribute to the complex landscape of cancer pathology. This study aimed to investigate the influence of platelet-derived microparticles on cell proliferation, apoptosis, and the expression of key genes, including P53, P21, Cyclin D1, Bax, and Bcl-2, within the context of a chronic myeloid leukemia cell line (K562). METHODS AND RESULTS: Platelet-derived microparticles were obtained through centrifugation at various speeds, and their concentration was quantified using the BCA assay. To determine the size and immunophenotypic characteristics of the PMPs, both the DLS technique and flow cytometry were employed. Cell proliferation was assessed using the MTT assay and hemocytometer, and cell cycle analysis was conducted through DNA content evaluation. Real-time PCR was utilized for gene expression analysis of Bax, Bcl-2, Cyclin D1, P53, and P21. Flow cytometry was employed to examine cell apoptosis. The findings revealed that platelet-derived microparticles have the ability to decrease proliferation of the K562 cell line, while not exerting an impact on apoptosis and cell cycle progression. Analysis through real-time PCR indicated an upregulation in the gene expression of P53, P21, and Bcl-2, accompanied by a downregulation in Bax and Cyclin D1. CONCLUSION: This investigation sheds light on the intricate relationship between chronic myeloid leukemia and its microenvironment, particularly the involvement of platelet-derived microparticles. The study underscores the potential of platelet-derived microparticles to influence cell behavior and gene expression, providing a deeper understanding of their role in CML and its therapeutic implications.


Subject(s)
Apoptosis , Blood Platelets , Cell Proliferation , Cell-Derived Microparticles , Leukemia, Myelogenous, Chronic, BCR-ABL Positive , Humans , Cell-Derived Microparticles/metabolism , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/metabolism , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology , Blood Platelets/metabolism , K562 Cells , Cell Proliferation/genetics , Apoptosis/genetics , Cell Cycle/genetics , bcl-2-Associated X Protein/metabolism , bcl-2-Associated X Protein/genetics , Cyclin D1/metabolism , Cyclin D1/genetics , Proto-Oncogene Proteins c-bcl-2/metabolism , Proto-Oncogene Proteins c-bcl-2/genetics , Gene Expression Regulation, Leukemic
9.
Int J Mol Sci ; 25(10)2024 May 08.
Article in English | MEDLINE | ID: mdl-38791169

ABSTRACT

The Notch pathway is a key cancer driver and is important in tumor progression. Early research suggested that Notch activity was highly dependent on the expression of the intracellular cleaved domain of Notch-1 (NICD). However, recent insights into Notch signaling reveal the presence of Notch pathway signatures, which may vary depending on different cancer types and tumor microenvironments. Herein, we perform a comprehensive investigation of the Notch signaling pathway in adult T-cell leukemia (ATL) primary patient samples. Using gene arrays, we demonstrate that the Notch pathway is constitutively activated in ATL patient samples. Furthermore, the activation of Notch in ATL cells remains elevated irrespective of the presence of activating mutations in Notch itself or its repressor, FBXW7, and that ATL cells are dependent upon Notch-1 expression for proliferation and survival. We demonstrate that ATL cells exhibit the expression of pivotal Notch-related genes, including notch-1, hes1, c-myc, H19, and hes4, thereby defining a critical Notch signature associated with ATL disease. Finally, we demonstrate that lncRNA H19 is highly expressed in ATL patient samples and ATL cells and contributes to Notch signaling activation. Collectively, our results shed further light on the Notch pathway in ATL leukemia and reveal new therapeutic approaches to inhibit Notch activation in ATL cells.


Subject(s)
Leukemia-Lymphoma, Adult T-Cell , MicroRNAs , RNA, Long Noncoding , Signal Transduction , Humans , Leukemia-Lymphoma, Adult T-Cell/genetics , Leukemia-Lymphoma, Adult T-Cell/metabolism , Leukemia-Lymphoma, Adult T-Cell/pathology , MicroRNAs/genetics , MicroRNAs/metabolism , RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism , Cell Line, Tumor , Receptor, Notch1/metabolism , Receptor, Notch1/genetics , Gene Expression Regulation, Leukemic , Receptors, Notch/metabolism , Receptors, Notch/genetics , Cell Proliferation/genetics , F-Box-WD Repeat-Containing Protein 7/metabolism , F-Box-WD Repeat-Containing Protein 7/genetics , Gene Expression Regulation, Neoplastic , Adult
10.
Nat Commun ; 15(1): 3681, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38693155

ABSTRACT

Defining genetic factors impacting chemotherapy failure can help to better predict response and identify drug resistance mechanisms. However, there is limited understanding of the contribution of inherited noncoding genetic variation on inter-individual differences in chemotherapy response in childhood acute lymphoblastic leukemia (ALL). Here we map inherited noncoding variants associated with treatment outcome and/or chemotherapeutic drug resistance to ALL cis-regulatory elements and investigate their gene regulatory potential and target gene connectivity using massively parallel reporter assays and three-dimensional chromatin looping assays, respectively. We identify 54 variants with transcriptional effects and high-confidence gene connectivity. Additionally, functional interrogation of the top variant, rs1247117, reveals changes in chromatin accessibility, PU.1 binding affinity and gene expression, and deletion of the genomic interval containing rs1247117 sensitizes cells to vincristine. Together, these data demonstrate that noncoding regulatory variants associated with diverse pharmacological traits harbor significant effects on allele-specific transcriptional activity and impact sensitivity to antileukemic agents.


Subject(s)
Pharmacogenetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma , Proto-Oncogene Proteins , Humans , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Child , Drug Resistance, Neoplasm/genetics , Genetic Variation , Cell Line, Tumor , Vincristine/therapeutic use , Vincristine/pharmacology , Polymorphism, Single Nucleotide , Alleles , Chromatin/metabolism , Chromatin/genetics , Trans-Activators/genetics , Antineoplastic Agents/therapeutic use , Antineoplastic Agents/pharmacology , Gene Expression Regulation, Leukemic/drug effects
11.
Technol Cancer Res Treat ; 23: 15330338241248576, 2024.
Article in English | MEDLINE | ID: mdl-38693824

ABSTRACT

Background: Acute myeloid leukemia (AML) is a type of blood cancer characterized by excessive growth of immature myeloid cells. Unfortunately, the prognosis of pediatric AML remains unfavorable. It is imperative to further our understanding of the mechanisms underlying leukemogenesis and explore innovative therapeutic approaches to enhance overall disease outcomes for patients with this condition. Methods: Quantitative reverse-transcription PCR was used to quantify the expression levels of microRNA (miR)-133a and miR-135a in 68 samples from 59 pediatric patients with AML. Dual-luciferase reporter transfection assay, Cell Counting Kit-8 assay, and western blot analysis were used to investigate the functions of miR-133a and miR-135a. Results: Our study found that all-trans-retinoic acid (ATRA) promoted the expression of miR-133a and miR-135a in AML cells, inhibited caudal type homeobox 2 (CDX2) expression, and subsequently inhibited the proliferation of AML cells. Additionally, miR-133a and miR-135a were highly expressed in patients with complete remission and those with better survival. Conclusions: miR-133a and miR-135a may play an antioncogenic role in pediatric AML through the ATRA-miRNA133a/135a-CDX2 pathway. They hold promise as potentially favorable prognostic indicators and novel therapeutic targets for pediatric AML.


Subject(s)
Biomarkers, Tumor , Leukemia, Myeloid, Acute , MicroRNAs , Tretinoin , Adolescent , Child , Child, Preschool , Female , Humans , Infant , Male , Biomarkers, Tumor/genetics , Cell Differentiation/genetics , Cell Line, Tumor , Cell Proliferation , Gene Expression Regulation, Leukemic/drug effects , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/pathology , Leukemia, Myeloid, Acute/metabolism , MicroRNAs/genetics , Prognosis , Tretinoin/pharmacology , Tretinoin/therapeutic use
12.
Int J Mol Sci ; 25(9)2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38731835

ABSTRACT

Combining new therapeutics with all-trans-retinoic acid (ATRA) could improve the efficiency of acute myeloid leukemia (AML) treatment. Modeling the process of ATRA-induced differentiation based on the transcriptomic profile of leukemic cells resulted in the identification of key targets that can be used to increase the therapeutic effect of ATRA. The genome-scale transcriptome analysis revealed the early molecular response to the ATRA treatment of HL-60 cells. In this study, we performed the transcriptomic profiling of HL-60, NB4, and K562 cells exposed to ATRA for 3-72 h. After treatment with ATRA for 3, 12, 24, and 72 h, we found 222, 391, 359, and 1032 differentially expressed genes (DEGs) in HL-60 cells, as well as 641, 1037, 1011, and 1499 DEGs in NB4 cells. We also found 538 and 119 DEGs in K562 cells treated with ATRA for 24 h and 72 h, respectively. Based on experimental transcriptomic data, we performed hierarchical modeling and determined cyclin-dependent kinase 6 (CDK6), tumor necrosis factor alpha (TNF-alpha), and transcriptional repressor CUX1 as the key regulators of the molecular response to the ATRA treatment in HL-60, NB4, and K562 cell lines, respectively. Mapping the data of TMT-based mass-spectrometric profiling on the modeling schemes, we determined CDK6 expression at the proteome level and its down-regulation at the transcriptome and proteome levels in cells treated with ATRA for 72 h. The combination of therapy with a CDK6 inhibitor (palbociclib) and ATRA (tretinoin) could be an alternative approach for the treatment of acute myeloid leukemia (AML).


Subject(s)
Leukemia, Myeloid, Acute , Systems Biology , Tretinoin , Humans , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/metabolism , Leukemia, Myeloid, Acute/pathology , Tretinoin/pharmacology , Systems Biology/methods , HL-60 Cells , Gene Expression Profiling , K562 Cells , Drug Discovery/methods , Transcriptome , Cell Line, Tumor , Cyclin-Dependent Kinase 6/metabolism , Cyclin-Dependent Kinase 6/genetics , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Gene Expression Regulation, Leukemic/drug effects , Tumor Necrosis Factor-alpha/metabolism
14.
Immunobiology ; 229(3): 152804, 2024 May.
Article in English | MEDLINE | ID: mdl-38615511

ABSTRACT

BACKGROUND: Inducible co-stimulatory factor (ICOS) has a dual role: activating cytotoxic T cells against tumors or exacerbating immunosuppression of regulatory T cells (Tregs) to participate in immune evasion. However, the correlation between ICOS and its co-expression with inhibitory immune checkpoints (IICs) and prognosis in acute myeloid leukemia (AML) is little known. METHODS: The prognostic importance of ICOS and IICs in 62 bone marrow (BM) samples of de novo AML patients from our clinical center (GZFPH) was explored and then the RNA sequencing data of 155 AML patients from the Cancer Genome Atlas (TCGA) database was used for validation. RESULTS: In both GZFPH and TCGA cohorts, high expression of ICOS was significantly associated with poor overall survival (OS) in patients with AML (P < 0.05). Importantly, co-expression of ICOS and PD-1, PD-L1, PD-L2, CTLA-4, and LAG-3 predicted poor OS in AML; among them, ICOS/PD-1 was the optimal combination of immune checkpoints (ICs). The co-expression of ICOS and PD-1 was correlated with poor OS in non-acute promyelocytic leukemia (non-APL) patients following chemotherapy. Additionally, ICOS/PD-1 was an independent OS-predicting factor (P < 0.05). Notably, a nomogram model was constructed by combining ICOS/PD-1, age, European Leukemia Net (ELN) risk stratification, and therapy to visually and personalized predict the 1-, 3-, and 5-year OS of patients with non-APL. CONCLUSION: Increased expression of ICOS predicted poor outcomes, and ICOS/PD-1 was the optimal combination of ICs to predict outcomes in patients with AML, which might be a potential immune biomarker for designing novel AML therapy.


Subject(s)
Inducible T-Cell Co-Stimulator Protein , Leukemia, Myeloid, Acute , Programmed Cell Death 1 Receptor , Humans , Inducible T-Cell Co-Stimulator Protein/metabolism , Inducible T-Cell Co-Stimulator Protein/genetics , Leukemia, Myeloid, Acute/mortality , Leukemia, Myeloid, Acute/immunology , Programmed Cell Death 1 Receptor/metabolism , Male , Female , Prognosis , Middle Aged , Adult , Biomarkers, Tumor , Aged , Gene Expression Regulation, Leukemic
15.
Gene ; 917: 148443, 2024 Jul 30.
Article in English | MEDLINE | ID: mdl-38582263

ABSTRACT

Acute promyelocytic leukemia (APL) is a type of acute myeloid leukemia (AML) with a high mortality rate, and the production of PML-RARα fusion protein is the cause of its pathogenesis. Our group has synthesized a novel compound, 4-amino-2-trifluoromethyl-phenyl retinate (ATPR), by structural modification of All-trans retinoic acid (ATRA), which has strong cell differentiation-inducing effects and inhibits the expression of PML-RARα. In this study, acute promyelocytic leukemia NB4 cells before and after ATPR induction were analyzed by whole transcriptome microarray, and the expression of lncRNA CONCR was found to be significantly downregulated. The role of CONCR in ATPR-induced cell differentiation and cycle arrest was explored through overexpression and silencing of CONCR. And then the database was used to predict that CONCR may bind to DEAD/H-Box Helicase 11 (DDX11) protein to further explore the role of CONCR binding to DDX11. The results showed that ATPR could reduce the expression of CONCR, and overexpression of CONCR could reverse the ATPR-induced cell differentiation and cycle blocking effect, and conversely silencing of CONCR could promote this effect. RNA immunoprecipitation (RIP) experiments showed that CONCR could bind to DDX11, the protein expression levels of DDX11 and PML-RARα were elevated after overexpression of CONCR. These results suggest that ATPR can regulate the expression of DDX11 through CONCR to affect the expression of PML-RARα fusion protein, which in turn induces the differentiation and maturation of APL cells.


Subject(s)
Cell Cycle Checkpoints , Cell Differentiation , DEAD-box RNA Helicases , Leukemia, Promyelocytic, Acute , Oncogene Proteins, Fusion , RNA, Long Noncoding , Signal Transduction , Humans , Leukemia, Promyelocytic, Acute/genetics , Leukemia, Promyelocytic, Acute/metabolism , Leukemia, Promyelocytic, Acute/pathology , RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism , Oncogene Proteins, Fusion/genetics , Oncogene Proteins, Fusion/metabolism , DEAD-box RNA Helicases/genetics , DEAD-box RNA Helicases/metabolism , Cell Line, Tumor , Cell Cycle Checkpoints/drug effects , Cell Cycle Checkpoints/genetics , Tretinoin/pharmacology , Gene Expression Regulation, Leukemic
16.
Cancer Lett ; 591: 216880, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38621457

ABSTRACT

Circular RNAs (circRNAs) arise from precursor mRNA processing through back-splicing and have been increasingly recognized for their functions in various cancers including acute myeloid leukemia (AML). However, the prognostic implications of circRNA in AML remain unclear. We conducted a comprehensive genome-wide analysis of circRNAs using RNA-seq data in pediatric AML. We revealed a group of circRNAs associated with inferior outcomes, exerting effects on cancer-related pathways. Several of these circRNAs were transcribed directly from genes with established functions in AML, such as circRUNX1, circWHSC1, and circFLT3. Further investigations indicated the increased number of circRNAs and linear RNAs splicing were significantly correlated with inferior clinical outcomes, highlighting the pivotal role of splicing dysregulation. Subsequent analysis identified a group of upregulated RNA binding proteins in AMLs associated with high number of circRNAs, with TROVE2 being a prominent candidate, suggesting their involvement in circRNA associated prognosis. Through the integration of drug sensitivity data, we pinpointed 25 drugs that could target high-risk AMLs characterized by aberrant circRNA transcription. These findings underscore prognostic significance of circRNAs in pediatric AML and offer an alternative perspective for treating high-risk cases in this malignancy.


Subject(s)
Biomarkers, Tumor , Leukemia, Myeloid, Acute , RNA, Circular , Humans , RNA, Circular/genetics , Leukemia, Myeloid, Acute/genetics , Prognosis , Child , Biomarkers, Tumor/genetics , Male , Female , Child, Preschool , RNA-Binding Proteins/genetics , Adolescent , Gene Expression Regulation, Leukemic
17.
J Cell Mol Med ; 28(9): e18308, 2024 May.
Article in English | MEDLINE | ID: mdl-38683131

ABSTRACT

Destruction of erythropoiesis process leads to various diseases, including thrombocytopenia, anaemia, and leukaemia. miR-429-CT10 regulation of kinase-like (CRKL) axis involved in development, progression and metastasis of cancers. However, the exact role of miR-429-CRKL axis in leukaemic cell differentiation are still unknown. The current work aimed to uncover the effect of miR-429-CRKL axis on erythropoiesis. In the present study, CRKL upregulation was negatively correlated with miR-429 downregulation in both chronic myeloid leukaemia (CML) patient and CR patient samples. Moreover, CRKL expression level was significantly decreased while miR-429 expression level was increased during the erythroid differentiation of K562 cells following hemin treatment. Functional investigations revealed that overexpression and knockdown of CRKL was remarkably effective in suppressing and promoting hemin-induced erythroid differentiation of K562 cells, whereas, miR-429 exhibited opposite effects to CRKL. Mechanistically, miR-429 regulates erythroid differentiation of K562 cells by downregulating CRKL via selectively targeting CRKL-3'-untranslated region (UTR) through Raf/MEK/ERK pathway. Conversely, CRKII had no effect on erythroid differentiation of K562 cells. Taken together, our data demonstrated that CRKL (but not CRKII) and miR-429 contribute to development, progression and erythropoiesis of CML, miR-429-CRKL axis regulates erythropoiesis of K562 cells via Raf/MEK/ERK pathway, providing novel insights into effective diagnosis and therapy for CML patients.


Subject(s)
Adaptor Proteins, Signal Transducing , Cell Differentiation , Erythroid Cells , Hemin , Leukemia, Myelogenous, Chronic, BCR-ABL Positive , MicroRNAs , Proto-Oncogene Proteins c-crk , Humans , 3' Untranslated Regions , Adaptor Proteins, Signal Transducing/metabolism , Adaptor Proteins, Signal Transducing/genetics , Cell Differentiation/drug effects , Erythroid Cells/metabolism , Erythroid Cells/drug effects , Erythroid Cells/pathology , Erythroid Cells/cytology , Erythropoiesis/genetics , Erythropoiesis/drug effects , Gene Expression Regulation, Leukemic/drug effects , Hemin/pharmacology , K562 Cells , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/metabolism , MAP Kinase Signaling System/drug effects , MicroRNAs/genetics , MicroRNAs/metabolism , Proto-Oncogene Proteins c-crk/metabolism , Proto-Oncogene Proteins c-crk/genetics
18.
Leuk Res ; 141: 107499, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38640632

ABSTRACT

Acute myeloid leukemia (AML) is a hematopoietic malignancy with a high relapse rate and progressive drug resistance. Alternative polyadenylation (APA) contributes to post-transcriptional dysregulation, but little is known about the association between APA and AML. The APA quantitative trait locus (apaQTL) is a powerful method to investigate the relationship between APA and single nucleotide polymorphisms (SNPs). We quantified APA usage in 195 Chinese AML patients and identified 4922 cis-apaQTLs related to 1875 genes, most of which were newly reported. Cis-apaQTLs may modulate the APA selection of 115 genes through poly(A) signals. Colocalization analysis revealed that cis-apaQTLs colocalized with cis-eQTLs may regulate gene expression by affecting miRNA binding sites or RNA secondary structures. We discovered 207 cis-apaQTLs related to AML risk by comparing genotype frequency with the East Asian healthy controls from the 1000 Genomes Project. Genes with cis-apaQTLs were associated with hematological phenotypes and tumor incidence according to the PHARMGKB and MGI databases. Collectively, we profiled an atlas of cis-apaQTLs in Asian AML patients and found their association with APA selection, gene expression, AML risk, and complex traits. Cis-apaQTLs may provide insights into the regulatory mechanisms related to APA in AML occurrence, progression, and prognosis.


Subject(s)
Leukemia, Myeloid, Acute , Polyadenylation , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Humans , Leukemia, Myeloid, Acute/genetics , Male , Female , Middle Aged , Genetic Predisposition to Disease , Adult , Gene Expression Regulation, Leukemic , Aged , Asian People/genetics
19.
Blood Adv ; 8(9): 2193-2206, 2024 May 14.
Article in English | MEDLINE | ID: mdl-38452334

ABSTRACT

ABSTRACT: In leukemogenesis, genotoxic stress in hematopoietic stem and progenitor cells (HSPCs) drives individual context-dependent programs of malignant transformation. In light of the various differentiation stages of HSPCs based on a recently revised definition using CD150/CD48, our analyses showed that a subpopulation of long-term repopulating HSCs was most susceptible to MLL-ENL-mediated transformation. An analysis of the molecular mechanism identified Bromo-adjacent homology domain and coiled-coil containing 1 (Bahcc1), which encodes a reader molecule of trimethylated histone H3 lysine 27 (H3K27me3), as a candidate gene involved in distinct susceptibility to leukemic transformation. Interestingly, Bahcc1 was previously reported to be highly expressed in acute myeloid leukemia (AML) with an unfavorable prognosis, including some cases of MLL-rearranged AML. We found that MLL-ENL upregulated Bahcc1 through binding to its promoter, and that Bahcc1 was involved in MLL-ENL-mediated immortalization at least partly through repression of H3K27me3-marked Cdkn1c. Analyses using bone marrow transplantation in mice showed that depletion of Bahcc1 suppressed the leukemogenic activity of MLL-ENL. In a public database, high BAHCC1 expression was found to be associated with a poor prognosis in pediatric AML, in which BAHCC1 expression was significantly lower in MLL-AF9-AML than in other MLL-fusion-AML. These findings shed light on the distinct immortalization potential of HSPCs and suggest a novel MLL-fusion-Bahcc1 axis, which may lead to development of molecular targeted therapy against MLL-fusion-mediated leukemia.


Subject(s)
Disease Models, Animal , Epigenesis, Genetic , Myeloid-Lymphoid Leukemia Protein , Animals , Humans , Mice , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/metabolism , Gene Expression Regulation, Leukemic , Hematopoietic Stem Cells/metabolism , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/metabolism , Myeloid-Lymphoid Leukemia Protein/genetics , Myeloid-Lymphoid Leukemia Protein/metabolism , Oncogene Proteins, Fusion/genetics , Oncogene Proteins, Fusion/metabolism
20.
Blood Adv ; 8(11): 2765-2776, 2024 Jun 11.
Article in English | MEDLINE | ID: mdl-38531054

ABSTRACT

ABSTRACT: Elevated MAPK and the JAK-STAT signaling play pivotal roles in the pathogenesis of chronic neutrophilic leukemia and atypical chronic myeloid leukemia. Although inhibitors targeting these pathways effectively suppress the diseases, they fall short in providing enduring remission, largely attributed to the cytostatic nature of these drugs. Even combinations of these drugs are ineffective in achieving sustained remission. Enhanced MAPK signaling besides promoting proliferation and survival triggers a proapoptotic response. Consequently, malignancies reliant on elevated MAPK signaling use MAPK feedback regulators to intricately modulate the signaling output, prioritizing proliferation and survival while dampening the apoptotic stimuli. Herein, we demonstrate that enhanced MAPK signaling in granulocyte colony-stimulating factor 3 receptor (CSF3R)-driven leukemia upregulates the expression of dual specificity phosphatase 1 (DUSP1) to suppress the apoptotic stimuli crucial for leukemogenesis. Consequently, genetic deletion of Dusp1 in mice conferred synthetic lethality to CSF3R-induced leukemia. Mechanistically, DUSP1 depletion in leukemic context causes activation of JNK1/2 that results in induced expression of BIM and P53 while suppressing the expression of BCL2 that selectively triggers apoptotic response in leukemic cells. Pharmacological inhibition of DUSP1 by BCI (a DUSP1 inhibitor) alone lacked antileukemic activity due to ERK1/2 rebound caused by off-target inhibition of DUSP6. Consequently, a combination of BCI with a MEK inhibitor successfully cured CSF3R-induced leukemia in a preclinical mouse model. Our findings underscore the pivotal role of DUSP1 in leukemic transformation driven by enhanced MAPK signaling and advocate for the development of a selective DUSP1 inhibitor for curative treatment outcomes.


Subject(s)
Dual Specificity Phosphatase 1 , MAP Kinase Signaling System , Receptors, Colony-Stimulating Factor , Animals , Mice , Dual Specificity Phosphatase 1/metabolism , Dual Specificity Phosphatase 1/genetics , Humans , Receptors, Colony-Stimulating Factor/genetics , Receptors, Colony-Stimulating Factor/metabolism , MAP Kinase Signaling System/drug effects , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/metabolism , Mutation , Apoptosis , Leukemia/metabolism , Leukemia/genetics , Gene Expression Regulation, Leukemic
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