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Santos de Macedo BG, Albuquerque de Melo M, Pereira-Martins DA, Machado-Neto JA, Traina F. Autophagy and inflammasome activation are associated with poor response to FLT3 inhibitors in patients with FLT3-ITD acute myeloid leukemia. Sci Rep 2024; 14:23882. [PMID: 39396074 PMCID: PMC11470923 DOI: 10.1038/s41598-024-74168-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 09/24/2024] [Indexed: 10/14/2024] Open
Abstract
Beyond its clinical diversity and severity, acute myeloid leukemia (AML) is known for its complex molecular background and for rewiring biological processes to aid disease onset and maintenance. FLT3 mutations are among the most recurring molecular entities that cooperatively drive AML, and their inhibition is a critical molecularly oriented therapeutic strategy. Despite being a promising avenue, it still faces challenges such as intrinsic and acquired drug resistance, which led us to investigate whether and how autophagy and inflammasome interact and whether this interaction could be leveraged to enhance FLT3 inhibition as a therapeutic strategy. We observed a strong and positive correlation between the expression of key genes associated with autophagy and the inflammasome. Gene set enrichment analysis of the FLT3-ITD samples and their ex vivo response to five different FLT3 inhibitors revealed a common molecular signature compatible with autophagy and inflammasome activation across all poor responders. Inflammasome activation was also shown to strongly increase the likelihood of a poor ex vivo response to the FLT3 inhibitors quizartinib and sorafenib. These findings reveal a distinct molecular pattern within FLT3-ITD AML samples that underscores the necessity for further exploration into how approaching these supportive parallel yet altered pathways could improve therapeutic strategies.
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Affiliation(s)
- Brunno Gilberto Santos de Macedo
- Department of Medical Images, Hematology, and Oncology, Ribeirão Preto Medical School, University of São Paulo, 3900 Bandeirantes Avenue, Ribeirão Preto, São Paulo, 14040-900, Brazil
| | - Manuela Albuquerque de Melo
- Department of Medical Images, Hematology, and Oncology, Ribeirão Preto Medical School, University of São Paulo, 3900 Bandeirantes Avenue, Ribeirão Preto, São Paulo, 14040-900, Brazil
| | | | | | - Fabíola Traina
- Department of Medical Images, Hematology, and Oncology, Ribeirão Preto Medical School, University of São Paulo, 3900 Bandeirantes Avenue, Ribeirão Preto, São Paulo, 14040-900, Brazil.
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Zhou J, Zhang N, Zuo Y, Xu F, Cheng L, Fu Y, Yang F, Shu M, Zhou M, Zou W, Zhang S. Glutamine metabolism-related genes predict the prognostic risk of acute myeloid leukemia and stratify patients by subtype analysis. Hereditas 2024; 161:35. [PMID: 39300580 DOI: 10.1186/s41065-024-00338-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Accepted: 09/11/2024] [Indexed: 09/22/2024] Open
Abstract
BACKGROUND Acute myeloid leukemia (AML) is a genetically heterogeneous disease in which glutamine (Gln) contributes to AML progression. Therefore, this study aimed to identify potential prognostic biomarkers for AML based on Gln metabolism-related genes. METHODS Gln-related genes that were differentially expressed between Cancer Genome Atlas-based AML and normal samples were analyzed using the limma package. Univariate, least absolute shrinkage, selection operators, and stepwise Cox regression analyses were used to identify prognostic signatures. Risk score-based prognostic and nomogram models were constructed to predict the prognostic risk of AML. Subsequently, consistent cluster analysis was performed to stratify patients into different subtypes, and subtype-related module genes were screened using weighted gene co-expression network analysis. RESULTS Through a series of regression analyses, HGF, ANGPTL3, MB, F2, CALR, EIF4EBP1, EPHX1, and PDHA1 were identified as potential prognostic biomarkers of AML. Prognostic and nomogram models constructed based on these genes could significantly differentiate between high- and low-risk AML with high predictive accuracy. The eight-signature also stratified patients with AML into two subtypes, among which Cluster 2 was prone to a high risk of AML prognosis. These two clusters exhibited different immune profiles. Of the subtype-related module genes, the HOXA and HOXB family genes may be genetic features of AML subtypes. CONCLUSION Eight Gln metabolism-related genes were identified as potential biomarkers of AML to predict prognostic risk. The molecular subtypes clustered by these genes enabled prognostic risk stratification.
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Affiliation(s)
- Jie Zhou
- Department of Hematology, Deyang People's Hospital, No. 173 Taishan North Road, Section 1, Jingyang District, Deyang, 618000, Sichuan, China.
| | - Na Zhang
- Department of Hematology, Deyang People's Hospital, No. 173 Taishan North Road, Section 1, Jingyang District, Deyang, 618000, Sichuan, China
| | - Yan Zuo
- Department of Hematology, Deyang People's Hospital, No. 173 Taishan North Road, Section 1, Jingyang District, Deyang, 618000, Sichuan, China
| | - Feng Xu
- Department of Hematology, Deyang People's Hospital, No. 173 Taishan North Road, Section 1, Jingyang District, Deyang, 618000, Sichuan, China
| | - Lihua Cheng
- Department of Hematology, Deyang People's Hospital, No. 173 Taishan North Road, Section 1, Jingyang District, Deyang, 618000, Sichuan, China
| | - Yuanyuan Fu
- Department of Hematology, Deyang People's Hospital, No. 173 Taishan North Road, Section 1, Jingyang District, Deyang, 618000, Sichuan, China
| | - Fudong Yang
- Department of Hematology, Deyang People's Hospital, No. 173 Taishan North Road, Section 1, Jingyang District, Deyang, 618000, Sichuan, China
| | - Min Shu
- Department of Hematology, Deyang People's Hospital, No. 173 Taishan North Road, Section 1, Jingyang District, Deyang, 618000, Sichuan, China
| | - Mi Zhou
- Department of Hematology, Deyang People's Hospital, No. 173 Taishan North Road, Section 1, Jingyang District, Deyang, 618000, Sichuan, China
| | - Wenting Zou
- Department of Hematology, Deyang People's Hospital, No. 173 Taishan North Road, Section 1, Jingyang District, Deyang, 618000, Sichuan, China
| | - Shengming Zhang
- Department of health management, Guangdong Second Provincial General Hospital, Guangzhou, 510317, Guangdong, China.
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Bodin J, Gallego-Hernanz MP, Plouzeau Jayle C, Michaud A, Broutin L, Cremniter J, Burucoa C, Pichon M. Bacteremia due to Lachnoanaerobaculum umeaense in a patient with acute myeloid leukemia during chemotherapy: A case report, and a review of the literature. J Infect Chemother 2024; 30:912-916. [PMID: 38336170 DOI: 10.1016/j.jiac.2024.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 01/23/2024] [Accepted: 02/02/2024] [Indexed: 02/12/2024]
Abstract
The present case reports a bacteremia due to Lachnoanaerobaculum umeaense (a Gram-positive, filamentous, rod-shaped, anaerobic, spore-forming bacillus present in the human oral microbiota) in a patient treated for acute myeloid leukemia. After failed identification by MALDI-TOF, identification was done by sequencing of 16s rRNA. The patient was successfully treated with Amoxicillin-clavulanic acid and ciprofloxacin for seven days. Comparison of V1-V3 regions of the bacterial 16S rRNA gene gene with published sequences failed to classify the strain as pathogenic or non-pathogenic based on this phylogenetic classification alone. Although Lachnoanaerobaculum gingivalis are known to be associated with bacteremia in patients with acute myeloid leukemia, this clinical case of infection by L. umeaense argues for further studies that will lead to more efficient classification of the infection by these microorganisms.
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Affiliation(s)
- Julie Bodin
- Université de Poitiers, Faculté de Médecine et Pharmacie, 86000, Poitiers, France
| | | | | | - Anthony Michaud
- CHU de Poitiers, Département des Agents Infectieux, 86021, Poitiers, France
| | - Lauranne Broutin
- CHU de Poitiers, Département des Agents Infectieux, 86021, Poitiers, France
| | - Julie Cremniter
- CHU de Poitiers, Département des Agents Infectieux, 86021, Poitiers, France; Université de Poitiers, INSERM U1070 Pharmacologie des Agents Antimicrobiens et Antibiorésistance, 86022, Poitiers, France
| | - Christophe Burucoa
- CHU de Poitiers, Département des Agents Infectieux, 86021, Poitiers, France; Université de Poitiers, INSERM U1070 Pharmacologie des Agents Antimicrobiens et Antibiorésistance, 86022, Poitiers, France
| | - Maxime Pichon
- CHU de Poitiers, Département des Agents Infectieux, 86021, Poitiers, France; Université de Poitiers, INSERM U1070 Pharmacologie des Agents Antimicrobiens et Antibiorésistance, 86022, Poitiers, France.
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Sharifi MJ, Xu L, Nasiri N, Ashja‐Arvan M, Soleimanzadeh H, Ganjalikhani‐Hakemi M. Immune-dysregulation harnessing in myeloid neoplasms. Cancer Med 2024; 13:e70152. [PMID: 39254117 PMCID: PMC11386321 DOI: 10.1002/cam4.70152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Revised: 08/02/2024] [Accepted: 08/16/2024] [Indexed: 09/11/2024] Open
Abstract
Myeloid malignancies arise in bone marrow microenvironments and shape these microenvironments in favor of malignant development. Immune suppression is one of the most important stages in myeloid leukemia progression. Leukemic clone expansion and immune dysregulation occur simultaneously in bone marrow microenvironments. Complex interactions emerge between normal immune system elements and leukemic clones in the bone marrow. In recent years, researchers have identified several of these pathological interactions. For instance, recent works shows that the secretion of inflammatory cytokines such as tumor necrosis factor-α (TNF-α), from bone marrow stromal cells contributes to immune dysregulation and the selective proliferation of JAK2V617F+ clones in myeloproliferative neoplasms. Moreover, inflammasome activation and sterile inflammation result in inflamed microenvironments and the development of myelodysplastic syndromes. Additional immune dysregulations, such as exhaustion of T and NK cells, an increase in regulatory T cells, and impairments in antigen presentation are common findings in myeloid malignancies. In this review, we discuss the role of altered bone marrow microenvironments in the induction of immune dysregulations that accompany myeloid malignancies. We also consider both current and novel therapeutic strategies to restore normal immune system function in the context of myeloid malignancies.
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Affiliation(s)
- Mohammad Jafar Sharifi
- Division of Laboratory Hematology and Blood Banking, Department of Medical Laboratory Sciences, School of Paramedical SciencesShiraz University of Medical SciencesShirazIran
| | - Ling Xu
- Institute of Hematology, School of Medicine, Key Laboratory for Regenerative Medicine of Ministry of Education, Jinan UniversityGuangzhouChina
| | - Nahid Nasiri
- Division of Laboratory Hematology and Blood Banking, Department of Medical Laboratory Sciences, School of Paramedical SciencesShiraz University of Medical SciencesShirazIran
| | - Mehnoosh Ashja‐Arvan
- Regenerative and Restorative Medicine Research Center (REMER)Research Institute of Health sciences and Technology (SABITA), Istanbul Medipol UniversityIstanbulTurkey
| | - Hadis Soleimanzadeh
- Division of Laboratory Hematology and Blood Banking, Department of Medical Laboratory Sciences, School of Paramedical SciencesShiraz University of Medical SciencesShirazIran
| | - Mazdak Ganjalikhani‐Hakemi
- Regenerative and Restorative Medicine Research Center (REMER)Research Institute of Health sciences and Technology (SABITA), Istanbul Medipol UniversityIstanbulTurkey
- Department of Immunology, Faculty of MedicineIsfahan University of Medical SciencesIsfahanIran
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Monchusi B, Dube P, Takundwa MM, Kenmogne VL, Thimiri Govinda Raj DB. Advances in CRISPR-Cas systems for blood cancer. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2024; 208:261-284. [PMID: 39266186 DOI: 10.1016/bs.pmbts.2024.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/14/2024]
Abstract
CRISPR-Cas systems have revolutionised precision medicine by enabling personalised treatments tailored to an individual's genetic profile. Various CRISPR technologies have been developed to target specific disease-causing genes in blood cancers, and some have advanced to clinical trials. Although some studies have explored the in vivo applications of CRISPR-Cas systems, several challenges continue to impede their widespread use. Furthermore, CRISPR-Cas technology has shown promise in improving the response of immunotherapies to blood cancers. The emergence of CAR-T cell therapy has shown considerable success in the targeting and correcting of disease-causing genes in blood cancers. Despite the promising potential of CRISPR-Cas in the treatment of blood cancers, issues related to safety, ethics, and regulatory approval remain significant hurdles. This comprehensive review highlights the transformative potential of CRISPR-Cas technology to revolutionise blood cancer therapy.
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Affiliation(s)
- Bernice Monchusi
- Synthetic Nanobiotechnology and Biomachines, Synthetic Biology and Precision Medicine Centre, Future production Chemicals Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa
| | - Phumuzile Dube
- Synthetic Nanobiotechnology and Biomachines, Synthetic Biology and Precision Medicine Centre, Future production Chemicals Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa
| | - Mutsa Monica Takundwa
- Synthetic Nanobiotechnology and Biomachines, Synthetic Biology and Precision Medicine Centre, Future production Chemicals Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa
| | - Vanelle Larissa Kenmogne
- Synthetic Nanobiotechnology and Biomachines, Synthetic Biology and Precision Medicine Centre, Future production Chemicals Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa; Department of Surgery, University of the Witwatersrand, Johannesburg, South Africa
| | - Deepak Balaji Thimiri Govinda Raj
- Synthetic Nanobiotechnology and Biomachines, Synthetic Biology and Precision Medicine Centre, Future production Chemicals Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa.
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Nong T, Mehra S, Taylor J. Common Driver Mutations in AML: Biological Impact, Clinical Considerations, and Treatment Strategies. Cells 2024; 13:1392. [PMID: 39195279 DOI: 10.3390/cells13161392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Revised: 08/17/2024] [Accepted: 08/19/2024] [Indexed: 08/29/2024] Open
Abstract
Next-generation sequencing of samples from patients with acute myeloid leukemia (AML) has revealed several driver gene mutations in adult AML. However, unlike other cancers, AML is defined by relatively few mutations per patient, with a median of 4-5 depending on subtype. In this review, we will discuss the most common driver genes found in patients with AML and focus on the most clinically relevant ones that impact treatment strategies. The most common driver gene mutations in AML occur in NPM1 and FLT3, accounting for ~30% each. There are now targeted therapies being tested or already approved for these driver genes. Menin inhibitors, a novel targeted therapy that blocks the function of the menin protein, are in clinical trials for NPM1 driver gene mutant AML after relapse. A number of FLT3 inhibitors are now approved for FLT3 driver gene mutant AML in combination with chemotherapy in the frontline and also as single agent in relapse. Although mutations in IDH1/2 and TP53 only occur in around 10-20% of patients with AML each, they can affect the treatment strategy due to their association with prognosis and availability of targeted agents. While the impact of other driver gene mutations in AML is recognized, there is a lack of data on the actionable impact of those mutations.
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Affiliation(s)
- Tiffany Nong
- Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - Shefali Mehra
- Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - Justin Taylor
- Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
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Zlotnikov ID, Kudryashova EV. Targeted Polymeric Micelles System, Designed to Carry a Combined Cargo of L-Asparaginase and Doxorubicin, Shows Vast Improvement in Cytotoxic Efficacy. Polymers (Basel) 2024; 16:2132. [PMID: 39125158 PMCID: PMC11314107 DOI: 10.3390/polym16152132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 07/23/2024] [Accepted: 07/24/2024] [Indexed: 08/12/2024] Open
Abstract
L-asparaginases (ASP) and Doxorubicin (Dox) are both used in the treatment of leukemia, including in combination. We have attempted to investigate if their combination within the same targeted delivery vehicle can make such therapy more efficacious. We assembled a micellar system, where the inner hydrophobic core was loaded with Dox, while ASP would absorb at the surface due to electrostatic interactions. To make such absorption stronger, we conjugated the ASP with oligoamines, such as spermine, and the lipid components of the micelle-lipoic and oleic acids-with heparin. When loaded with Dox alone, the system yielded about a 10-fold improvement in cytotoxicity, as compared to free Dox. ASP alone showed about a 2.5-fold increase in cytotoxicity, so, assuming additivity of the effect, one could expect a 25-fold improvement when the two agents are applied in combination. But in reality, a combination of ASP + Dox loaded into the delivery system produced a synergy, with a whopping 50× improvement vs. free individual component. Pharmacokinetic studies have shown prolonged circulation of micellar formulations in the bloodstream as well as an increase in the effective concentration of Dox in micellar form and a reduction in Dox accumulation to the liver and heart (which reduces hepatotoxicity and cardiotoxicity). For the same reason, Dox's liposomal formulation has been in use in the treatment of multiple types of cancer, almost replacing the free drug. We believe that an opportunity to deliver a combination of two types of drugs to the same target cell may represent a further step towards improvement in the risk-benefit ratio in cancer treatment.
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Affiliation(s)
| | - Elena V. Kudryashova
- Faculty of Chemistry, Lomonosov Moscow State University, Leninskie Gory, 1/3, 119991 Moscow, Russia;
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Jin D, He J, Chen H, Wu W, Han X, Le J, Shu W, Yang Q, Pei S, Cai Z, He D. Impact of monocytic differentiation on acute myeloid leukemia patients treated with venetoclax and hypomethylating agents. Cancer Med 2024; 13:e7378. [PMID: 39031026 PMCID: PMC11258555 DOI: 10.1002/cam4.7378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 05/22/2024] [Accepted: 05/27/2024] [Indexed: 07/22/2024] Open
Abstract
INTRODUCTION Although the combination of venetoclax (VEN) and hypomethylating agents (HMAs) results in impressive efficacy in acute myeloid leukemia (AML), there is still a subset of patients who are refractory. We investigated the outcomes of AML patients with monocytic differentiation who were treated with frontline VEN/HMA. METHODS A total of 155 patients with newly diagnosed AML treated with frontline VEN/HMA were enrolled in the study. Monocyte-like AML was identified by flow cytometry with typical expression of monocytic markers, and M5 was identified according to French, American, and British category. We compared the outcomes of patients with different characteristics. RESULTS The rate of complete remission (CR) and CR with incomplete recovery of blood counts (CRi), progression-free survival (PFS), and overall survival (OS) in monocyte-like AML were inferior to those in nonmonocyte-like AML (CR/CRi rates, 26.7% vs. 80.0%, p < 0.001; median PFS, 2.1 vs. 8.8 months, p < 0.001; median OS, 9.2 vs. 19 months, p = 0.013). CR/CRi rate in M5 was lower than that in non-M5 (60.7% vs. 75.5%, p = 0.049). Multivariate analyses showed that monocyte-like AML was associated with lower odds of CR/CRi and higher risk of progression. CONCLUSION Our study suggested that newly diagnosed AML with a monocytic immunophenotype had a poor prognosis with VEN/HMA treatment.
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Affiliation(s)
- Dian Jin
- Bone Marrow Transplantation Center, The First Affiliated HospitalZhejiang University School of MedicineHangzhouChina
- Department of HematologyNingbo Medical Treatment Center Li Huili HospitalNingboChina
| | - Jingsong He
- Bone Marrow Transplantation Center, The First Affiliated HospitalZhejiang University School of MedicineHangzhouChina
- Liangzhu LaboratoryZhejiang University Medical CenterHangzhouChina
- Institute of HematologyZhejiang UniversityHangzhouChina
- Zhejiang Province Engineering Laboratory for Stem Cell and Immunity TherapyHangzhouChina
| | - Haoguang Chen
- Bone Marrow Transplantation Center, The First Affiliated HospitalZhejiang University School of MedicineHangzhouChina
| | - Wenjun Wu
- Bone Marrow Transplantation Center, The First Affiliated HospitalZhejiang University School of MedicineHangzhouChina
- Liangzhu LaboratoryZhejiang University Medical CenterHangzhouChina
- Institute of HematologyZhejiang UniversityHangzhouChina
- Zhejiang Province Engineering Laboratory for Stem Cell and Immunity TherapyHangzhouChina
| | - Xiaoyan Han
- Bone Marrow Transplantation Center, The First Affiliated HospitalZhejiang University School of MedicineHangzhouChina
- Liangzhu LaboratoryZhejiang University Medical CenterHangzhouChina
- Institute of HematologyZhejiang UniversityHangzhouChina
- Zhejiang Province Engineering Laboratory for Stem Cell and Immunity TherapyHangzhouChina
| | - Jing Le
- Department of HematologyNingbo Medical Treatment Center Li Huili HospitalNingboChina
| | - Wenxiu Shu
- Department of HematologyNingbo Medical Treatment Center Li Huili HospitalNingboChina
| | - Qianqian Yang
- Department of HematologyNingbo Medical Treatment Center Li Huili HospitalNingboChina
| | - Shanshan Pei
- Bone Marrow Transplantation Center, The First Affiliated HospitalZhejiang University School of MedicineHangzhouChina
- Liangzhu LaboratoryZhejiang University Medical CenterHangzhouChina
- Institute of HematologyZhejiang UniversityHangzhouChina
- Zhejiang Province Engineering Laboratory for Stem Cell and Immunity TherapyHangzhouChina
| | - Zhen Cai
- Bone Marrow Transplantation Center, The First Affiliated HospitalZhejiang University School of MedicineHangzhouChina
- Liangzhu LaboratoryZhejiang University Medical CenterHangzhouChina
- Institute of HematologyZhejiang UniversityHangzhouChina
- Zhejiang Province Engineering Laboratory for Stem Cell and Immunity TherapyHangzhouChina
| | - Donghua He
- Bone Marrow Transplantation Center, The First Affiliated HospitalZhejiang University School of MedicineHangzhouChina
- Liangzhu LaboratoryZhejiang University Medical CenterHangzhouChina
- Institute of HematologyZhejiang UniversityHangzhouChina
- Zhejiang Province Engineering Laboratory for Stem Cell and Immunity TherapyHangzhouChina
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Ma Y, Yue J, Gao L, Zhou J, Chen W, Su J, Yao J, Shi Q, Zhao X, Hu N. Activation of non-classical Wnt signaling pathway effectively enhances HLA-A presentation in acute myeloid leukemia. Front Oncol 2024; 14:1336106. [PMID: 38962268 PMCID: PMC11219938 DOI: 10.3389/fonc.2024.1336106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 05/21/2024] [Indexed: 07/05/2024] Open
Abstract
Objective The escape from T cell-mediated immune surveillance is an important cause of death for patients with acute myeloid leukemia (AML). This study aims to identify clonal heterogeneity in leukemia progenitor cells and explore molecular or signaling pathways associated with AML immune escape. Methods Single-cell RNA sequencing (scRNA-seq) was performed to identified AML-related cellular subsets, and intercellular communication was analyzed to investigate molecular mechanisms associated with AML immune escape. Bulk RNA sequencing (RNA-seq) was performed to screen differentially expressed genes (DEGs) related to hematopoietic stem cell progenitors (HSC-Prog) in AML, and critical ore signaling pathways and hub genes were found by Gene Set Enrichment Analysis (GSEA), Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis. The mRNA level of the hub gene was verified using quantitative real-time PCR (qRT-PCR) and the protein level of human leukocyte antigen A (HLA-A) using enzyme-linked immuno sorbent assay (ELISA). Results scRNA-seq analysis revealed a large heterogeneity of HSC-Prog across samples, and the intercellular communication analysis indicated a strong association between HSC-Prog and CD8+-T cells, and HSC-Prog also had an association with HLA-A. Transcriptome analysis identified 1748 DEGs, enrichment analysis results showed that non-classical wnt signaling pathway was associated with AML, and 4 pathway-related genes (RHOA, RYK, CSNK1D, NLK) were obtained. After qRT-PCR and ELISA validation, hub genes and HLA-A were found to be down-regulated in AML and up-regulated after activation of the non-classical Wnt signaling pathway. Conclusion In this study, clonal heterogeneity of HSC-Prog cells in AML was identified, non-classical wnt signaling pathways associated with AML were identified, and it was verified that HLA-A could be upregulated by activation of non-classical wnt signaling, thereby increasing antigen presentation.
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Affiliation(s)
- YuHan Ma
- Department of Hematology, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu, China
| | - JunShuai Yue
- Department of Hematology, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu, China
| | - Ling Gao
- Department of Hematology, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu, China
| | - JingXin Zhou
- Department of Hematology, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu, China
| | - Wei Chen
- Department of Hematology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Jing Su
- Department of Hematology, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu, China
| | - JinRong Yao
- Department of Hematology, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu, China
| | - QiaoMei Shi
- Department of Hematology, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu, China
| | - XiaoDong Zhao
- Department of Hematology, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu, China
| | - Na Hu
- Department of Hematology, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu, China
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Qin G, Dai J, Chien S, Martins TJ, Loera B, Nguyen QH, Oakes ML, Tercan B, Aguilar B, Hagen L, McCune J, Gelinas R, Monnat RJ, Shmulevich I, Becker PS. Mutation Patterns Predict Drug Sensitivity in Acute Myeloid Leukemia. Clin Cancer Res 2024; 30:2659-2671. [PMID: 38619278 PMCID: PMC11176916 DOI: 10.1158/1078-0432.ccr-23-1674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 08/15/2023] [Accepted: 12/08/2023] [Indexed: 04/16/2024]
Abstract
PURPOSE The inherent genetic heterogeneity of acute myeloid leukemia (AML) has challenged the development of precise and effective therapies. The objective of this study was to elucidate the genomic basis of drug resistance or sensitivity, identify signatures for drug response prediction, and provide resources to the research community. EXPERIMENTAL DESIGN We performed targeted sequencing, high-throughput drug screening, and single-cell genomic profiling on leukemia cell samples derived from patients with AML. Statistical approaches and machine learning models were applied to identify signatures for drug response prediction. We also integrated large public datasets to understand the co-occurring mutation patterns and further investigated the mutation profiles in the single cells. The features revealed in the co-occurring or mutual exclusivity pattern were further subjected to machine learning models. RESULTS We detected genetic signatures associated with sensitivity or resistance to specific agents, and identified five co-occurring mutation groups. The application of single-cell genomic sequencing unveiled the co-occurrence of variants at the individual cell level, highlighting the presence of distinct subclones within patients with AML. Using the mutation pattern for drug response prediction demonstrates high accuracy in predicting sensitivity to some drug classes, such as MEK inhibitors for RAS-mutated leukemia. CONCLUSIONS Our study highlights the importance of considering the gene mutation patterns for the prediction of drug response in AML. It provides a framework for categorizing patients with AML by mutations that enable drug sensitivity prediction.
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Affiliation(s)
| | - Jin Dai
- Division of Hematology, University of Washington, Seattle, Washington
- Institute of Stem Cell and Regenerative Medicine, University of Washington, Seattle, Washington
| | - Sylvia Chien
- Division of Hematology, University of Washington, Seattle, Washington
- Institute of Stem Cell and Regenerative Medicine, University of Washington, Seattle, Washington
| | - Timothy J. Martins
- Institute of Stem Cell and Regenerative Medicine, University of Washington, Seattle, Washington
| | - Brenda Loera
- City of Hope National Medical Center, Duarte, California
| | - Quy H. Nguyen
- University of California, Irvine, Irvine, California
| | | | - Bahar Tercan
- Institute for Systems Biology, Seattle, Washington
| | | | - Lauren Hagen
- Institute for Systems Biology, Seattle, Washington
| | | | | | - Raymond J. Monnat
- Lab Medicine|Pathology and Genome Sciences, University of Washington, Seattle, Washington
| | | | - Pamela S. Becker
- Division of Hematology, University of Washington, Seattle, Washington
- Institute of Stem Cell and Regenerative Medicine, University of Washington, Seattle, Washington
- City of Hope National Medical Center, Duarte, California
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11
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Sayitoglu EC, Luca BA, Boss AP, Thomas BC, Freeborn RA, Uyeda MJ, Chen PP, Nakauchi Y, Waichler C, Lacayo N, Bacchetta R, Majeti R, Gentles AJ, Cepika AM, Roncarolo MG. AML/T cell interactomics uncover correlates of patient outcomes and the key role of ICAM1 in T cell killing of AML. Leukemia 2024; 38:1246-1255. [PMID: 38724673 PMCID: PMC11147760 DOI: 10.1038/s41375-024-02255-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 04/10/2024] [Accepted: 04/11/2024] [Indexed: 05/21/2024]
Abstract
T cells are important for the control of acute myeloid leukemia (AML), a common and often deadly malignancy. We observed that some AML patient samples are resistant to killing by human-engineered cytotoxic CD4+ T cells. Single-cell RNA-seq of primary AML samples and CD4+ T cells before and after their interaction uncovered transcriptional programs that correlate with AML sensitivity or resistance to CD4+ T cell killing. Resistance-associated AML programs were enriched in AML patients with poor survival, and killing-resistant AML cells did not engage T cells in vitro. Killing-sensitive AML potently activated T cells before being killed, and upregulated ICAM1, a key component of the immune synapse with T cells. Without ICAM1, killing-sensitive AML became resistant to killing by primary ex vivo-isolated CD8+ T cells in vitro, and engineered CD4+ T cells in vitro and in vivo. While AML heterogeneity implies that multiple factors may determine their sensitivity to T cell killing, these data show that ICAM1 acts as an immune trigger, allowing T cell killing, and could play a role in AML patient survival in vivo.
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Affiliation(s)
- Ece Canan Sayitoglu
- Division of Hematology, Oncology, Stem Cell Transplantation, and Regenerative Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Bogdan A Luca
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Allison Paige Boss
- Division of Hematology, Oncology, Stem Cell Transplantation, and Regenerative Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Benjamin Craig Thomas
- Division of Hematology, Oncology, Stem Cell Transplantation, and Regenerative Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Robert Arthur Freeborn
- Division of Hematology, Oncology, Stem Cell Transplantation, and Regenerative Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Molly Javier Uyeda
- Division of Hematology, Oncology, Stem Cell Transplantation, and Regenerative Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Stanford Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Pauline Ping Chen
- Division of Hematology, Oncology, Stem Cell Transplantation, and Regenerative Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Yusuke Nakauchi
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Colin Waichler
- Division of Hematology, Oncology, Stem Cell Transplantation, and Regenerative Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Norman Lacayo
- Division of Hematology, Oncology, Stem Cell Transplantation, and Regenerative Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Rosa Bacchetta
- Division of Hematology, Oncology, Stem Cell Transplantation, and Regenerative Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Center for Definitive and Curative Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Ravindra Majeti
- Stanford Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Andrew J Gentles
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Alma-Martina Cepika
- Division of Hematology, Oncology, Stem Cell Transplantation, and Regenerative Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, 94305, USA.
| | - Maria Grazia Roncarolo
- Division of Hematology, Oncology, Stem Cell Transplantation, and Regenerative Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, 94305, USA.
- Stanford Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA.
- Center for Definitive and Curative Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA.
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12
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de Camargo Magalhães ES, Hubner SE, Brown BD, Qiu Y, Kornblau SM. Proteomics for optimizing therapy in acute myeloid leukemia: venetoclax plus hypomethylating agents versus conventional chemotherapy. Leukemia 2024; 38:1046-1056. [PMID: 38531950 DOI: 10.1038/s41375-024-02208-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Revised: 02/22/2024] [Accepted: 02/26/2024] [Indexed: 03/28/2024]
Abstract
The use of Hypomethylating agents combined with Venetoclax (VH) for the treatment of Acute Myeloid Leukemia (AML) has greatly improved outcomes in recent years. However not all patients benefit from the VH regimen and a way to rationally select between VH and Conventional Chemotherapy (CC) for individual AML patients is needed. Here, we developed a proteomic-based triaging strategy using Reverse-phase Protein Arrays (RPPA) to optimize therapy selection. We evaluated the expression of 411 proteins in 810 newly diagnosed adult AML patients, identifying 109 prognostic proteins, that divided into five patient expression profiles, which are useful for optimizing therapy selection. Furthermore, using machine learning algorithms, we determined a set of 14 proteins, among those 109, that were able to accurately recommend therapy, making it feasible for clinical application. Next, we identified a group of patients who did not benefit from either VH or CC and proposed target-based approaches to improve outcomes. Finally, we calculated that the clinical use of our proteomic strategy would have led to a change in therapy for 30% of patients, resulting in a 43% improvement in OS, resulting in around 2600 more cures from AML per year in the United States.
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Affiliation(s)
| | - Stefan Edward Hubner
- John Sealy School of Medicine, The University of Texas Medical Branch at Galveston, Galveston, TX, 77555, USA
| | - Brandon Douglas Brown
- Division of Pediatrics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030-4009, USA
| | - Yihua Qiu
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030-4009, USA
| | - Steven Mitchell Kornblau
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030-4009, USA.
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13
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Noormohamadi H, Hamzeloo-Moghadam M, Bashash D, Kargar M, Izadirad M, Hasanpour SZ, Gharehbaghian A. Gaillardin exerts potent antileukemic effects on HL-60 cells and intensifies arsenic trioxide cytotoxicity: Providing new insight into sesquiterpene lactones in leukaemia treatment. Clin Exp Pharmacol Physiol 2024; 51:e13847. [PMID: 38382534 DOI: 10.1111/1440-1681.13847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 01/04/2024] [Accepted: 01/29/2024] [Indexed: 02/23/2024]
Abstract
The use of all-trans retinoic acid and arsenic trioxide resulted in favourable therapeutic responses in standard-risk acute promyelocytic leukaemia (APL) patients. However, resistance to these agents has made treating the high-risk subgroup more problematic, and possible side effects limit their clinical dosages. Numerous studies have proven the cytotoxic properties of Gaillardin, one of the Inula oculus-christi-derived sesquiterpene lactones. Due to the adverse effects of arsenic trioxide on the high-risk subgroup of APL patients, we aimed to assess the cytotoxic effect of Gaillardin on HL-60 cells as a single or combined-form approach. The results of the trypan blue and MTT assays outlined the potent cytotoxic properties of Gaillardin. The flow cytometric analysis and the mRNA expression levels revealed that Gaillardin attenuated the proliferative capacity of HL-60 cells through cell cycle arrest and induced apoptosis via reactive oxygen species generation. Moreover, the results of synergistic experiments indicated that this sesquiterpene lactone sensitizes HL-60 cells to the cytotoxic effects of arsenic trioxide. Taken together, the findings of the present investigation highlighted the antileukemic characteristics of Gaillardin by inducing G1 cell cycle arrest and triggering apoptosis. Gaillardin acts as an antileukemic metabolite against HL-60 cells and this study provides new insight into treating APL patients, especially in the high-risk subgroup.
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Affiliation(s)
- Hanieh Noormohamadi
- Department of Laboratory Hematology and Blood Bank, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Maryam Hamzeloo-Moghadam
- Traditional Medicine and Materia Medica Research Center and Department of Traditional Pharmacy, School of Traditional Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Davood Bashash
- Department of Laboratory Hematology and Blood Bank, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Maryam Kargar
- Department of Laboratory Hematology and Blood Bank, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mehrdad Izadirad
- Department of Laboratory Hematology and Blood Bank, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Seyedeh Zahra Hasanpour
- Department of Laboratory Hematology and Blood Bank, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ahmad Gharehbaghian
- Department of Laboratory Hematology and Blood Bank, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Pediatric Congenital Hematologic Disorders Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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14
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Pan J, Wang Y, Huang S, Mao S, Ling Q, Li C, Li F, Yu M, Huang X, Huang J, Lv Y, Li X, Ye W, Wang H, Wang J, Jin J. High expression of BCAT1 sensitizes AML cells to PARP inhibitor by suppressing DNA damage response. J Mol Med (Berl) 2024; 102:415-433. [PMID: 38340163 DOI: 10.1007/s00109-023-02409-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Revised: 11/27/2023] [Accepted: 12/11/2023] [Indexed: 02/12/2024]
Abstract
Previous evidence has confirmed that branched-chain aminotransferase-1 (BCAT1), a key enzyme governing branched-chain amino acid (BCAA) metabolism, has a role in cancer aggression partly by restricting αKG levels and inhibiting the activities of the αKG-dependent enzyme family. The oncogenic role of BCAT1, however, was not fully elucidated in acute myeloid leukemia (AML). In this study, we investigated the clinical significance and biological insight of BCAT1 in AML. Using q-PCR, we analyzed BCAT1 mRNAs in bone marrow samples from 332 patients with newly diagnosed AML. High BCAT1 expression independently predicts poor prognosis in patients with AML. We also established BCAT1 knockout (KO)/over-expressing (OE) AML cell lines to explore the underlying mechanisms. We found that BCAT1 affects cell proliferation and modulates cell cycle, cell apoptosis, and DNA damage/repair process. Additionally, we demonstrated that BCAT1 regulates histone methylation by reducing intracellular αKG levels in AML cells. Moreover, high expression of BCAT1 enhances the sensitivity of AML cells to the Poly (ADP-ribose) polymerase (PARP) inhibitor both in vivo and in vitro. Our study has demonstrated that BCAT1 expression can serve as a reliable predictor for AML patients, and PARP inhibitor BMN673 can be used as an effective treatment strategy for patients with high BCAT1 expression. KEY MESSAGES: High expression of BCAT1 is an independent risk factor for poor prognosis in patients with CN-AML. High BCAT1 expression in AML limits intracellular αKG levels, impairs αKG-dependent histone demethylase activity, and upregulates H3K9me3 levels. H3K9me3 inhibits ATM expression and blocks cellular DNA damage repair process. Increased sensitivity of BCAT1 high expression AML to PARP inhibitors may be used as an effective treatment strategy in AML patients.
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Affiliation(s)
- Jiajia Pan
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China
| | - Yungui Wang
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China
| | - Shujuan Huang
- Department of Hematology, the First Affiliated Hospital of University of Science and Technology of China, Anhui, Hefei, China
| | - Shihui Mao
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China
| | - Qing Ling
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China
| | - Chenying Li
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China
| | - Fenglin Li
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China
| | - Mengxia Yu
- Department of Hematology, Affiliated Hangzhou First People's Hospital, Zhejiang University College of Medicine, Hangzhou, China
| | - Xin Huang
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China
| | - Jiansong Huang
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China
| | - Yunfei Lv
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China
| | - Xia Li
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China
| | - Wenle Ye
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China
| | - Huafeng Wang
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China
| | - Jinghan Wang
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China.
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China.
- Cancer Center, Zhejiang University, Hangzhou, China.
| | - Jie Jin
- Department of Hematology, The First Affiliated Hospital, Zhejiang University College of Medicine, No.79 Qingchun Road, Hangzhou, 310003, Zhejiang, People's Republic of China.
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Zhejiang, Hangzhou, China.
- Cancer Center, Zhejiang University, Hangzhou, China.
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15
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Jin D, Chen H, He J, Li Y, Zheng G, Yang Y, Zhao Y, Le J, Shu W, He D, Cai Z. Impact of AML1/ETO Fusion on the Efficacy of Venetoclax Plus Hypomethylating Agents in Newly Diagnosed Acute Myeloid Leukemia. Target Oncol 2024; 19:237-249. [PMID: 38466536 DOI: 10.1007/s11523-024-01039-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/31/2024] [Indexed: 03/13/2024]
Abstract
BACKGROUND AML1/ETO fusion confers favorable prognosis in acute myeloid leukemia (AML) treated with intensive chemotherapy (IC). However, the impact of AML1/ETO fusion on the efficacy of venetoclax in the treatment of AML is unclear. OBJECTIVE The aim of this study was to evaluate the efficacy of venetoclax plus hypomethylating agents (VEN/HMAs) in patients with AML1/ETO-positive AML. PATIENTS AND METHODS Patients with newly diagnosed AML in two centers were reviewed and divided into three cohorts: AML1/ETO-positive AML treated with frontline VEN/HMA (Cohort A), AML1/ETO-negative AML treated with frontline VEN/HMA (Cohort B), or AML1/ETO-positive AML treated with frontline IC (Cohort C). The response and survival were compared between the cohorts. RESULTS A total of 260 patients were included in the study. Patients in Cohort A had a significantly lower overall response rate (ORR) than patients in Cohort B (40.9% vs 71.2%, p = 0.005). The median event-free survival (EFS) in Cohort A and Cohort B was 2.7 months and 7.7 months, respectively, with no significant difference. The ORR and median EFS in Cohort C were 80.8% and 14.9 months, respectively, which were significantly superior to those in Cohort A, and the advantages remained significant after propensity score matching. ORR and EFS in KIT-mutated patients with AML1/ETO-positive AML receiving VEN/HMA were much inferior to those in KIT wild-type patients (ORR 0.0% vs 81.8%, p = 0.001; EFS 1.2 months vs not reached, p < 0.001). CONCLUSIONS Newly diagnosed AML patients with AML1/ETO fusion had a poor response to frontline VEN/HMA treatment. When determining induction therapy for patients with AML1/ETO-positive AML, IC should be preferred over VEN/HM.
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Affiliation(s)
- Dian Jin
- Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun road, Hangzhou, 310003, China
- Department of Hematology, Ningbo Medical Treatment Center Li Huili Hospital, Ningbo, 315000, China
| | - Haoguang Chen
- Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun road, Hangzhou, 310003, China
| | - Jingsong He
- Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun road, Hangzhou, 310003, China
- Liangzhu Laboratory, Zhejiang University Medical Center, 1369 West Wenyi Road, Hangzhou, 311121, China
- Institute of Hematology, Zhejiang University, Hangzhou, 310003, China
- Zhejiang Province Engineering Laboratory for Stem Cell and Immunity Therapy, Hangzhou, China
| | - Yi Li
- Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun road, Hangzhou, 310003, China
- Liangzhu Laboratory, Zhejiang University Medical Center, 1369 West Wenyi Road, Hangzhou, 311121, China
- Institute of Hematology, Zhejiang University, Hangzhou, 310003, China
- Zhejiang Province Engineering Laboratory for Stem Cell and Immunity Therapy, Hangzhou, China
| | - Gaofeng Zheng
- Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun road, Hangzhou, 310003, China
- Liangzhu Laboratory, Zhejiang University Medical Center, 1369 West Wenyi Road, Hangzhou, 311121, China
- Institute of Hematology, Zhejiang University, Hangzhou, 310003, China
- Zhejiang Province Engineering Laboratory for Stem Cell and Immunity Therapy, Hangzhou, China
| | - Yang Yang
- Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun road, Hangzhou, 310003, China
- Liangzhu Laboratory, Zhejiang University Medical Center, 1369 West Wenyi Road, Hangzhou, 311121, China
- Institute of Hematology, Zhejiang University, Hangzhou, 310003, China
- Zhejiang Province Engineering Laboratory for Stem Cell and Immunity Therapy, Hangzhou, China
| | - Yi Zhao
- Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun road, Hangzhou, 310003, China
- Liangzhu Laboratory, Zhejiang University Medical Center, 1369 West Wenyi Road, Hangzhou, 311121, China
- Institute of Hematology, Zhejiang University, Hangzhou, 310003, China
- Zhejiang Province Engineering Laboratory for Stem Cell and Immunity Therapy, Hangzhou, China
| | - Jing Le
- Department of Hematology, Ningbo Medical Treatment Center Li Huili Hospital, Ningbo, 315000, China
| | - Wenxiu Shu
- Department of Hematology, Ningbo Medical Treatment Center Li Huili Hospital, Ningbo, 315000, China
| | - Donghua He
- Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun road, Hangzhou, 310003, China.
- Liangzhu Laboratory, Zhejiang University Medical Center, 1369 West Wenyi Road, Hangzhou, 311121, China.
- Institute of Hematology, Zhejiang University, Hangzhou, 310003, China.
- Zhejiang Province Engineering Laboratory for Stem Cell and Immunity Therapy, Hangzhou, China.
| | - Zhen Cai
- Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun road, Hangzhou, 310003, China.
- Liangzhu Laboratory, Zhejiang University Medical Center, 1369 West Wenyi Road, Hangzhou, 311121, China.
- Institute of Hematology, Zhejiang University, Hangzhou, 310003, China.
- Zhejiang Province Engineering Laboratory for Stem Cell and Immunity Therapy, Hangzhou, China.
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16
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Yuan S, Gao M, Wang Y, Lan Y, Li M, Du Y, Li Y, Ju W, Huang Y, Yuan K, Zeng L. PHF6 loss reduces leukemia stem cell activity in an acute myeloid leukemia mouse model. Cancer Cell Int 2024; 24:66. [PMID: 38336746 PMCID: PMC10858464 DOI: 10.1186/s12935-024-03265-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Accepted: 02/05/2024] [Indexed: 02/12/2024] Open
Abstract
Acute myeloid leukemia (AML) is a malignant hematologic disease caused by gene mutations and genomic rearrangements in hematologic progenitors. The PHF6 (PHD finger protein 6) gene is highly conserved and located on the X chromosome in humans and mice. We found that PHF6 was highly expressed in AML cells with MLL rearrangement and was related to the shortened survival time of AML patients. In our study, we knocked out the Phf6 gene at different disease stages in the AML mice model. Moreover, we knocked down PHF6 by shRNA in two AML cell lines and examined the cell growth, apoptosis, and cell cycle. We found that PHF6 deletion significantly inhibited the proliferation of leukemic cells and prolonged the survival time of AML mice. Interestingly, the deletion of PHF6 at a later stage of the disease displayed a better anti-leukemia effect. The expressions of genes related to cell differentiation were increased, while genes that inhibit cell differentiation were decreased with PHF6 knockout. It is very important to analyze the maintenance role of PHF6 in AML, which is different from its tumor-suppressing function in T-cell acute lymphoblastic leukemia (T-ALL). Our study showed that inhibiting PHF6 expression may be a potential therapeutic strategy targeting AML patients.
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Affiliation(s)
- Shengnan Yuan
- School of Medical Technology, Xuzhou Medical University, Xuzhou, Jiangsu, China
- Blood Diseases Institute, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou, Jiangsu, 221004, China
- Key Laboratory of Bone Marrow Stem Cell, Xuzhou, Jiangsu, China
- Department of Hematology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Mingming Gao
- Blood Diseases Institute, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou, Jiangsu, 221004, China
- Key Laboratory of Bone Marrow Stem Cell, Xuzhou, Jiangsu, China
- Department of Hematology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Yizhou Wang
- Blood Diseases Institute, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou, Jiangsu, 221004, China
- Key Laboratory of Bone Marrow Stem Cell, Xuzhou, Jiangsu, China
| | - Yanjie Lan
- Department of Neuro-oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100071, China
| | - Mengrou Li
- Blood Diseases Institute, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou, Jiangsu, 221004, China
- Key Laboratory of Bone Marrow Stem Cell, Xuzhou, Jiangsu, China
- Department of Hematology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Yuwei Du
- Blood Diseases Institute, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou, Jiangsu, 221004, China
- Key Laboratory of Bone Marrow Stem Cell, Xuzhou, Jiangsu, China
- Department of Hematology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Yue Li
- School of Medical Technology, Xuzhou Medical University, Xuzhou, Jiangsu, China
- Blood Diseases Institute, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou, Jiangsu, 221004, China
- Key Laboratory of Bone Marrow Stem Cell, Xuzhou, Jiangsu, China
- Department of Hematology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Wen Ju
- Blood Diseases Institute, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou, Jiangsu, 221004, China
- Key Laboratory of Bone Marrow Stem Cell, Xuzhou, Jiangsu, China
- Department of Hematology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Yujin Huang
- Blood Diseases Institute, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou, Jiangsu, 221004, China
- Key Laboratory of Bone Marrow Stem Cell, Xuzhou, Jiangsu, China
- Department of Hematology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Ke Yuan
- Blood Diseases Institute, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou, Jiangsu, 221004, China
- Key Laboratory of Bone Marrow Stem Cell, Xuzhou, Jiangsu, China
- Department of Hematology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Lingyu Zeng
- School of Medical Technology, Xuzhou Medical University, Xuzhou, Jiangsu, China.
- Blood Diseases Institute, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou, Jiangsu, 221004, China.
- Key Laboratory of Bone Marrow Stem Cell, Xuzhou, Jiangsu, China.
- Department of Hematology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
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17
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Chandraprabha Vineetha R, Anitha Geetha Raj J, Devipriya P, Sreelatha Mahitha M, Hariharan S. MicroRNA-based therapies: Revolutionizing the treatment of acute myeloid leukemia. Int J Lab Hematol 2024; 46:33-41. [PMID: 38105344 DOI: 10.1111/ijlh.14211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 11/20/2023] [Indexed: 12/19/2023]
Abstract
MicroRNAs (miRNAs) are small noncoding epigenetic regulators that exert critical significance by influencing target mRNAs and governing gene expression patterns and cellular signaling pathways. miRNAs play a pivotal role in a wide array of biological processes, including cell differentiation, proliferation, and survival. Numerous miRNAs contribute to tumorigenesis and cancer progression by promoting tumor growth, angiogenesis, invasion, and immune evasion, while others exert tumor suppressive effects. From a clinical perspective, it has been demonstrated that numerous miRNAs are related to the prognosis in acute myeloid leukemia (AML) patients. They hold the potential to be utilized as biomarkers, aiding in improved treatment decision-making. Moreover, a number of preclinical investigations have offered compelling evidence to create novel treatment approaches that target miRNAs in AML. This review highlights the clinical significance of miRNAs in the diagnosis, prognosis, and treatment response of adult patients with AML.
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Affiliation(s)
| | - John Anitha Geetha Raj
- Laboratory of Cytogenetics and Molecular Diagnostics, Division of Cancer Research, Regional Cancer Centre, Thiruvananthapuram, Kerala, India
| | - Padmakumar Devipriya
- Laboratory of Cytogenetics and Molecular Diagnostics, Division of Cancer Research, Regional Cancer Centre, Thiruvananthapuram, Kerala, India
| | - Mohanan Sreelatha Mahitha
- Laboratory of Cytogenetics and Molecular Diagnostics, Division of Cancer Research, Regional Cancer Centre, Thiruvananthapuram, Kerala, India
| | - Sreedharan Hariharan
- Laboratory of Cytogenetics and Molecular Diagnostics, Division of Cancer Research, Regional Cancer Centre, Thiruvananthapuram, Kerala, India
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18
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Kreissig S, Windisch R, Wichmann C. Deciphering Acute Myeloid Leukemia Associated Transcription Factors in Human Primary CD34+ Hematopoietic Stem/Progenitor Cells. Cells 2023; 13:78. [PMID: 38201282 PMCID: PMC10777941 DOI: 10.3390/cells13010078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 12/14/2023] [Accepted: 12/22/2023] [Indexed: 01/12/2024] Open
Abstract
Hemato-oncological diseases account for nearly 10% of all malignancies and can be classified into leukemia, lymphoma, myeloproliferative diseases, and myelodysplastic syndromes. The causes and prognosis of these disease entities are highly variable. Most entities are not permanently controllable and ultimately lead to the patient's death. At the molecular level, recurrent mutations including chromosomal translocations initiate the transformation from normal stem-/progenitor cells into malignant blasts finally floating the patient's bone marrow and blood system. In acute myeloid leukemia (AML), the so-called master transcription factors such as RUNX1, KMT2A, and HOX are frequently disrupted by chromosomal translocations, resulting in neomorphic oncogenic fusion genes. Triggering ex vivo expansion of primary human CD34+ stem/progenitor cells represents a distinct characteristic of such chimeric AML transcription factors. Regarding oncogenic mechanisms of AML, most studies focus on murine models. However, due to biological differences between mice and humans, findings are only partly transferable. This review focuses on the genetic manipulation of human CD34+ primary hematopoietic stem/progenitor cells derived from healthy donors to model acute myeloid leukemia cell growth. Analysis of defined single- or multi-hit human cellular AML models will elucidate molecular mechanisms of the development, maintenance, and potential molecular intervention strategies to counteract malignant human AML blast cell growth.
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Affiliation(s)
| | | | - Christian Wichmann
- Division of Transfusion Medicine, Cell Therapeutics and Haemostaseology, LMU University Hospital, LMU Munich, 81377 Munich, Germany; (S.K.)
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Shin MG, Pico AR. Using published pathway figures in enrichment analysis and machine learning. BMC Genomics 2023; 24:713. [PMID: 38007419 PMCID: PMC10676589 DOI: 10.1186/s12864-023-09816-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 11/18/2023] [Indexed: 11/27/2023] Open
Abstract
Pathway Figure OCR (PFOCR) is a novel kind of pathway database approaching the breadth and depth of Gene Ontology while providing rich, mechanistic diagrams and direct literature support. Here, we highlight the utility of PFOCR in disease research in comparison with popular pathway databases through an assessment of disease coverage and analytical applications. In addition to common pathway analysis use cases, we present two advanced case studies demonstrating unique advantages of PFOCR in terms of cancer subtype and grade prediction analyses.
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Affiliation(s)
- Min-Gyoung Shin
- Institute of Data Science and Biotechnology, Gladstone Institutes, San Francisco, CA, USA
| | - Alexander R Pico
- Institute of Data Science and Biotechnology, Gladstone Institutes, San Francisco, CA, USA.
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20
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Abdellateif MS, Bayoumi AK, Mohammed MA. c-Kit Receptors as a Therapeutic Target in Cancer: Current Insights. Onco Targets Ther 2023; 16:785-799. [PMID: 37790582 PMCID: PMC10544070 DOI: 10.2147/ott.s404648] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 09/19/2023] [Indexed: 10/05/2023] Open
Abstract
c-Kit is a type III receptor tyrosine kinase (RTK) that has an essential role in various biological functions including gametogenesis, melanogenesis, hematopoiesis, cell survival, and apoptosis. c-KIT aberrations, either overexpression or loss-of-function mutations, have been implicated in the pathogenesis and development of many cancers, including gastrointestinal stromal tumors, mastocytosis, acute myeloid leukemia, breast, thyroid, and colorectal cancer, making c-KIT an attractive molecular target for the treatment of cancers. Therefore, a lot of effort has been put into investigating the utility of tyrosine kinase inhibitors for the management of c-KIT mutated tumors. This review of the literature illustrates the role of c-KIT mutations in many cancers, aiming to provide insights into the role of TKIs as a therapeutic option for cancer patients with c-KIT aberrations. In conclusion, c-KIT is implicated in different types of cancer, and it could be a successful molecular target; however, proper detection of the underlying mutation type is required before starting the appropriate personalized therapy.
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Affiliation(s)
- Mona S Abdellateif
- Medical Biochemistry and Molecular Biology, Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, 11796, Egypt
| | - Ahmed K Bayoumi
- Paediatric Oncology Department, National Cancer Institute, Cairo University, Cairo, 11796, Egypt
- Children’s Cancer Hospital 57357, Cairo, 11617, Egypt
| | - Mohammed Aly Mohammed
- Medical Biochemistry and Molecular Biology, Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, 11796, Egypt
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21
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Sayitoglu EC, Luca BA, Boss AP, Thomas BC, Freeborn RA, Uyeda MJ, Chen PP, Nakauchi Y, Waichler C, Lacayo N, Bacchetta R, Majeti R, Gentles AJ, Cepika AM, Roncarolo MG. AML/T cell interactomics uncover correlates of patient outcomes and the key role of ICAM1 in T cell killing of AML. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.21.558911. [PMID: 37790561 PMCID: PMC10542521 DOI: 10.1101/2023.09.21.558911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
T cells are important for the control of acute myeloid leukemia (AML), a common and often deadly malignancy. We observed that some AML patient samples are resistant to killing by human engineered cytotoxic CD4 + T cells. Single-cell RNA-seq of primary AML samples and CD4 + T cells before and after their interaction uncovered transcriptional programs that correlate with AML sensitivity or resistance to CD4 + T cell killing. Resistance-associated AML programs were enriched in AML patients with poor survival, and killing-resistant AML cells did not engage T cells in vitro . Killing-sensitive AML potently activated T cells before being killed, and upregulated ICAM1 , a key component of the immune synapse with T cells. Without ICAM1, killing-sensitive AML became resistant to killing to primary ex vivo -isolated CD8 + T cells in vitro , and engineered CD4 + T cells in vitro and in vivo . Thus, ICAM1 on AML acts as an immune trigger, allowing T cell killing, and could affect AML patient survival in vivo . SIGNIFICANCE AML is a common leukemia with sub-optimal outcomes. We show that AML transcriptional programs correlate with susceptibility to T cell killing. Killing resistance-associated AML programs are enriched in patients with poor survival. Killing-sensitive, but not resistant AML activate T cells and upregulate ICAM1 that binds to LFA-1 on T cells, allowing immune synapse formation which is critical for AML elimination. GRAPHICAL ABSTRACT
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22
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Liang HZ, Ma YP, Yang LH, Guo QH, Wang SF, Li C. [Clinical characteristics and prognostic implications of RAS mutations in newly diagnosed acute myeloid leukemia with normal karyotype based on next-generation sequencing analysis]. ZHONGHUA XUE YE XUE ZA ZHI = ZHONGHUA XUEYEXUE ZAZHI 2023; 44:762-766. [PMID: 38049321 PMCID: PMC10630583 DOI: 10.3760/cma.j.issn.0253-2727.2023.09.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Indexed: 12/06/2023]
Affiliation(s)
- H Z Liang
- Institute of Hematology, The Second Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - Y P Ma
- Institute of Hematology, The Second Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - L H Yang
- Institute of Hematology, The Second Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - Q H Guo
- Institute of Hematology, The Second Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - S F Wang
- Institute of Hematology, The Second Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - C Li
- Institute of Hematology, The Second Hospital of Shanxi Medical University, Taiyuan 030001, China
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Wei Y, Miao Z, Guo X, Feng S. Exploration of cuprotosis-related genes for predicting prognosis and immunological characteristics in acute myeloid leukaemia based on genome and transcriptome. Aging (Albany NY) 2023; 15:6467-6486. [PMID: 37450406 PMCID: PMC10373958 DOI: 10.18632/aging.204864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 06/19/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND Acute myeloid leukemia (AML) is a common hematologic malignancy with a generally unfavorable prognosis. Cuprotosis as a new form of programmed cell death has been shown to play an important role in tumorigenesis and progression; However, the relationship between cuprotosis and the prognosis of AML patients remains unclear. METHODS Transcriptomic and genomics data, along with clinical information, were obtained from the TCGA and GEO databases. Especially, unsupervised clustering and machining learning were used to identify molecular subtypes and cuprotosis-related risk scores respectively. Kaplan-Meier analysis, univariate and multivariate Cox regression, and Receiver Operator Characteristic curve (ROC) were performed to assess the prognosis based on cuprotosis-related genes (CRGs). Moreover, multiple algorithms were used to evaluate immunological heterogeneity among patients with different risk scores. For in vitro analysis, the expression of genes involved in CRGs was detected by Quantitative Reverse Transcription Polymerase (qRT-PCR) in AML patients. RESULTS Transcriptomic and genome data indicated the immense heterogeneity in the CRGs landscape of normal and tumor samples. Cuprotosis subtype A and cuprotosis regulatory subtype B in the genomics map and biological characteristics were significantly different from the other groups. Furthermore, these two subtypes had lower risk scores and longer survival times compared to other groups. Cox analyses indicated that risk score was an independent prognostic factor for AML patients. In addition, our risk score could be an indicator of survival outcomes in immunotherapy datasets. CONCLUSIONS Our study demonstrates the potential of CRGs in guiding the prognosis, treatment, and immunological characteristics of AML patients.
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Affiliation(s)
- Yanhui Wei
- School of Medicine, Southeast University, Nanjing, China
- Department of Haematology, Puyang Oilfield General Hospital, Puyang, China
| | - Zhaoxu Miao
- Department of Haematology, Puyang Oilfield General Hospital, Puyang, China
| | - Xuejun Guo
- Department of Haematology, Puyang Oilfield General Hospital, Puyang, China
- Puyang Translational Medicine Engineering and Technology Research Center, Puyang, China
| | - Songwei Feng
- Department of Obstetrics and Gynaecology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
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24
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Shin MG, Pico A. Using Published Pathway Figures in Enrichment Analysis and Machine Learning. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.06.548037. [PMID: 37461614 PMCID: PMC10350053 DOI: 10.1101/2023.07.06.548037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
Pathway Figure OCR (PFOCR) is a novel kind of pathway database approaching the breadth and depth of Gene Ontology while providing rich, mechanistic diagrams and direct literature support. PFOCR content is extracted from published pathway figures currently emerging at a rate of 1000 new pathways each month. Here, we compare the pathway information contained in PFOCR against popular pathway databases with respect to overall and disease-specific coverage. In addition to common pathways analysis use cases, we present two advanced case studies demonstrating unique advantages of PFOCR in terms of cancer subtype and grade prediction analyses.
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25
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Wu X, Jiao Z, Zhang J, Li F, Li Y. Expression of TFRC helps to improve the antineoplastic effect of Ara-C on AML cells through a targeted delivery carrier. J Nanobiotechnology 2023; 21:126. [PMID: 37041636 PMCID: PMC10088114 DOI: 10.1186/s12951-023-01881-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 04/06/2023] [Indexed: 04/13/2023] Open
Abstract
BACKGROUND Currently, high doses of cytarabine arabinoside (Ara-C)-based combined chemotherapy are commonly used in acute myeloid leukemia (AML) therapy, but severe adverse effects and poor suppression effects in leukemia cells limit the clinical therapeutic efficiency of Ara-C-based chemotherapy due to a lack of targeting selectivity. To improve the therapeutic effect of Ara-C in AML, here, since we confirmed that transferrin receptor 1 (TFRC) expression in AML cells was constant, we generated Ara-C@HFn by encapsulating free Ara-C into self-assembled heavy ferritin chain (HFn, the ligand of TFRC) nanocages. RESULTS The analysis of clinically relevant data suggested that the high expression levels of TFRC from AML cells would not decrease significantly after treatment with Ara-C. Ara-C@HFn can be efficiently internalized by leukemia cells, showing stronger cytotoxic effects in vitro and reducing the burden of leukemia in AML mice more effectively in vivo than free Ara-C. Ara-C@HFn treatment showed no acute toxicity in visceral organs of mice. Moreover, the analysis of clinically relevant data also suggested that there are several drugs (such as tamibarotene and ABT199) that would not cause significant expression down-regulation of TFRC in AML cells (after treatment). CONCLUSION The above results suggested that TFRC can be used as a constant and effective target for drug targeting delivery of AML cells. Thus Ara-C@HFn treatment can become a safe and efficient strategy for AML therapy by specifically delivering Ara-C to AML cells. Besides, the HFn nanocages are promising for improving antineoplastic effect of other AML-related therapy drugs that do not cause downregulated expression of TFRC in AML cells.
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Affiliation(s)
- Xinzhou Wu
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, People's Republic of China
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing, 100190, People's Republic of China
| | - Zhouguang Jiao
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing, 100190, People's Republic of China.
| | - Junying Zhang
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing, 100190, People's Republic of China
| | - Feng Li
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing, 100190, People's Republic of China
| | - Yuhua Li
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, People's Republic of China.
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26
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Muacevic A, Adler JR, Alsabban HH, Al-Marzouki A, Bahashawan S, Daous Y. Rare Presentation of FLT3-ITD-Positive Acute Myeloid Leukemia With Monocytic Differentiation: A Case Report. Cureus 2022; 14:e32988. [PMID: 36582421 PMCID: PMC9793438 DOI: 10.7759/cureus.32988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/26/2022] [Indexed: 12/28/2022] Open
Abstract
Acute myeloid leukemia (AML) is a hematological malignancy that affects adults and has various presenting symptoms, the most common being shortness of breath, bleeding, and infection. Thrombosis is also believed to be a rare presenting symptom of AML; however, information about the association between AML and thrombosis is scarce. Here, we report the case of a 27-year-old female who presented with extensive coagulation disturbances leading to various thromboembolic complications (including multiple strokes and renal and splenic infarcts) and was eventually diagnosed with AML. Owing to the patient's functional status at diagnosis, chemotherapy induction was withheld, and close observation along with supportive treatment was initiated. The findings, in this case, provide useful information on the presentation of such unusual cases, so we aim to enrich and contribute to medical evolution.
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27
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Zhang N, Liu X, Wu J, Li X, Wang Q, Chen G, Ma L, Wu S, Zhou F. Serum proteomics screening intercellular adhesion molecule-2 improves intermediate-risk stratification in acute myeloid leukemia. Ther Adv Hematol 2022; 13:20406207221132346. [PMID: 36324489 PMCID: PMC9619266 DOI: 10.1177/20406207221132346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 09/12/2022] [Indexed: 11/22/2022] Open
Abstract
Background The clinical risk classification of acute myelocytic leukemia (AML) is largely based on cytogenetic and molecular genetic detection. However, the optimal treatment for intermediate-risk AML patients remains uncertain. Further refinement and improvement of prognostic stratification are therefore necessary. Objectives The aim of this study was to identify serum protein biomarkers to refine risk stratification in AML patients. Design This study is a retrospective study. Methods Label-free proteomics was used to identify the differential abundance of serum proteins in AML patients. Transcriptomic data were combined to identify key altered markers that could indicate the risk rank of AML patients. The survival status was assessed by Kaplan-Meier and multivariate Cox regression analyses. Results We delineated serum protein expression in a population of AML patients. Many biological processes were influenced by the identified differentially expressed proteins. Association analysis of transcriptome data showed that intercellular adhesion molecule-2 (ICAM2) had a higher survival prediction value in the intermediate-risk AML group. ICAM2 was detrimental for intermediate-risk AML, regardless of whether patients received bone marrow transplantation. ICAM2 well distinguishes the intermediate group of patients, whose probability of survival is comparable to that of patients with the ELN-2017 according to the reference classification. In addition, newly established stratified clinical features were associated with leukemia stem cell scores. Conclusion The inclusion of ICAM2 expression into the AML risk classification according to ELN-2017 was a good way to transfer patients from three to two groups. Thus, providing more information for clinical decision-making to improve intermediate-risk stratification in AML patients.
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Affiliation(s)
| | | | - Jinxian Wu
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Xinqi Li
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Qian Wang
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Guopeng Chen
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Linlu Ma
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Sanyun Wu
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan, China
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Uckun FM, Qazi S. Tyrosine kinases in KMT2A/MLL-rearranged acute leukemias as potential therapeutic targets to overcome cancer drug resistance. CANCER DRUG RESISTANCE (ALHAMBRA, CALIF.) 2022; 5:902-916. [PMID: 36627892 PMCID: PMC9771742 DOI: 10.20517/cdr.2022.78] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 08/25/2022] [Accepted: 09/26/2022] [Indexed: 12/23/2022]
Abstract
Aim: The main goal of this study was to elucidate at the transcript level the tyrosine kinase expression profiles of primary leukemia cells from mixed lineage leukemia 1 gene rearranged (KMT2A/MLL-R+) acute myeloid leukemia (AML) and acute lymphoblastic leukemia (ALL) patients. Methods: We evaluated protein tyrosine kinase (PTK) gene expression profiles of primary leukemic cells in KMT2A/MLL-R+ AML and ALL patients using publicly available archived datasets. Results: Our studies provided unprecedented evidence that the genetic signatures of KMT2A/MLL-R+ AML and ALL cells are characterized by transcript-level overexpression of specific PTK. In infants, children and adults with KMT2A/MLL-R+ ALL, as well as pediatric patients with KMT2A/MLL-R+ AML, the gene expression levels for FLT3, BTK, SYK, JAK2/JAK3, as well as several SRC family PTK were differentially amplified. In adults with KMT2A/MLL-R+ AML, the gene expression levels for SYK, JAK family kinase TYK2, and the SRC family kinases FGR and HCK were differentially amplified. Conclusion: These results provide new insights regarding the clinical potential of small molecule inhibitors of these PTK, many of which are already FDA/EMA-approved for other indications, as components of innovative multi-modality treatment platforms against KMT2A/MLL-R+ acute leukemias.
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Affiliation(s)
- Fatih M. Uckun
- Correspondence to: Dr. Fatih M. Uckun, Ares Pharmaceuticals, 12590 Ethan Ave N, St. Paul, MN 55110, USA. E-mail:
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29
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Stanojevic M, Grant M, Vesely SK, Knoblach S, Kanakry CG, Nazarian J, Panditharatna E, Panchapakesan K, Gress RE, Holter-Chakrabarty J, Williams KM. Peripheral blood marker of residual acute leukemia after hematopoietic cell transplantation using multi-plex digital droplet PCR. Front Immunol 2022; 13:999298. [PMID: 36248870 PMCID: PMC9556966 DOI: 10.3389/fimmu.2022.999298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 09/12/2022] [Indexed: 11/17/2022] Open
Abstract
Background Relapse remains the primary cause of death after hematopoietic cell transplantation (HCT) for acute leukemia. The ability to identify minimal/measurable residual disease (MRD) via the blood could identify patients earlier when immunologic interventions may be more successful. We evaluated a new test that could quantify blood tumor mRNA as leukemia MRD surveillance using droplet digital PCR (ddPCR). Methods The multiplex ddPCR assay was developed using tumor cell lines positive for the tumor associated antigens (TAA: WT1, PRAME, BIRC5), with homeostatic ABL1. On IRB-approved protocols, RNA was isolated from mononuclear cells from acute leukemia patients after HCT (n = 31 subjects; n = 91 specimens) and healthy donors (n = 20). ddPCR simultaneously quantitated mRNA expression of WT1, PRAME, BIRC5, and ABL1 and the TAA/ABL1 blood ratio was measured in patients with and without active leukemia after HCT. Results Tumor cell lines confirmed quantitation of TAAs. In patients with active acute leukemia after HCT (MRD+ or relapse; n=19), the blood levels of WT1/ABL1, PRAME/ABL1, and BIRC5/ABL1 exceeded healthy donors (p<0.0001, p=0.0286, and p=0.0064 respectively). Active disease status was associated with TAA positivity (1+ TAA vs 0 TAA) with an odds ratio=10.67, (p=0.0070, 95% confidence interval 1.91 - 59.62). The area under the curve is 0.7544. Changes in ddPCR correlated with disease response captured on standard of care tests, accurately denoting positive or negative disease burden in 15/16 (95%). Of patients with MRD+ or relapsed leukemia after HCT, 84% were positive for at least one TAA/ABL1 in the peripheral blood. In summary, we have developed a new method for blood MRD monitoring of leukemia after HCT and present preliminary data that the TAA/ABL1 ratio may may serve as a novel surrogate biomarker for relapse of acute leukemia after HCT.
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Affiliation(s)
- M. Stanojevic
- Department of Pediatrics, MedStar Georgetown University Hospital, Washington, DC, United States
| | - M. Grant
- Aflac Cancer and Blood Disorders Center, Children’s Healthcare of Atlanta, Emory University, Atlanta, GA, United States
| | - S. K. Vesely
- Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma, OK, United States
| | - S. Knoblach
- Children’s Research Institute, Research Center for Genetic Medicine, Children’s National Health System, Washington, DC, United States
| | - C. G. Kanakry
- Experimental Transplantation and Immunotherapy Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - J. Nazarian
- Children’s Research Institute, Research Center for Genetic Medicine, Children’s National Health System, Washington, DC, United States,Department of Oncology, Children’s Research Center, University Children’s Hospital Zurich, Zurich, Switzerland
| | - E. Panditharatna
- Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA, United States
| | - K. Panchapakesan
- Children’s Research Institute, Research Center for Genetic Medicine, Children’s National Health System, Washington, DC, United States
| | - R. E. Gress
- Experimental Transplantation and Immunotherapy Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - J. Holter-Chakrabarty
- Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma, OK, United States
| | - Kirsten M. Williams
- Aflac Cancer and Blood Disorders Center, Children’s Healthcare of Atlanta, Emory University, Atlanta, GA, United States,*Correspondence: Kirsten M. Williams,
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30
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Li J, Kalev-Zylinska ML. Advances in molecular characterization of myeloid proliferations associated with Down syndrome. Front Genet 2022; 13:891214. [PMID: 36035173 PMCID: PMC9399805 DOI: 10.3389/fgene.2022.891214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 07/11/2022] [Indexed: 11/13/2022] Open
Abstract
Myeloid leukemia associated with Down syndrome (ML-DS) has a unique molecular landscape that differs from other subtypes of acute myeloid leukemia. ML-DS is often preceded by a myeloproliferative neoplastic condition called transient abnormal myelopoiesis (TAM) that disrupts megakaryocytic and erythroid differentiation. Over the last two decades, many genetic and epigenetic changes in TAM and ML-DS have been elucidated. These include overexpression of molecules and micro-RNAs located on chromosome 21, GATA1 mutations, and a range of other somatic mutations and chromosomal alterations. In this review, we summarize molecular changes reported in TAM and ML-DS and provide a comprehensive discussion of these findings. Recent advances in the development of CRISPR/Cas9-modified induced pluripotent stem cell-based disease models are also highlighted. However, despite significant progress in this area, we still do not fully understand the pathogenesis of ML-DS, and there are no targeted therapies. Initial diagnosis of ML-DS has a favorable prognosis, but refractory and relapsed disease can be difficult to treat; therapeutic options are limited in Down syndrome children by their stronger sensitivity to the toxic effects of chemotherapy. Because of the rarity of TAM and ML-DS, large-scale multi-center studies would be helpful to advance molecular characterization of these diseases at different stages of development and progression.
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Affiliation(s)
- Jixia Li
- Blood and Cancer Biology Laboratory, Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand
- Department of Laboratory Medicine, School of Medicine, Foshan University, Foshan, China
- *Correspondence: Jixia Li, ; Maggie L. Kalev-Zylinska,
| | - Maggie L. Kalev-Zylinska
- Blood and Cancer Biology Laboratory, Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand
- Haematology Laboratory, Department of Pathology and Laboratory Medicine, Auckland City Hospital, Auckland, New Zealand
- *Correspondence: Jixia Li, ; Maggie L. Kalev-Zylinska,
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Vitamin D Derivatives in Acute Myeloid Leukemia: The Matter of Selecting the Right Targets. Nutrients 2022; 14:nu14142851. [PMID: 35889808 PMCID: PMC9320351 DOI: 10.3390/nu14142851] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 07/04/2022] [Accepted: 07/09/2022] [Indexed: 11/17/2022] Open
Abstract
Acute myeloid leukemia (AML) is an aggressive and often fatal hematopoietic malignancy. A very attractive way to treat myeloid leukemia, called “differentiation therapy”, was proposed when in vitro studies showed that some compounds are capable of inducing differentiation of AML cell lines. One of the differentiation-inducing agents, all-trans-retinoic acid (ATRA), which can induce granulocytic differentiation in AML cell lines, has been introduced into clinics to treat patients with acute promyelocytic leukemia (APL) in which a PML-RARA fusion protein is generated by a chromosomal translocation. ATRA has greatly improved the treatment of APL. Since 1,25-dihydroxyvitamin D (1,25D) is capable of inducing monocytic differentiation of leukemic cells, the idea of treating other AMLs with vitamin D analogs was widely accepted. However, early clinical trials in which cancer patients were treated either with 1,25D or with analogs did not lead to conclusive results. Recent results have shown that AML types with certain mutations, such as isocitrate dehydrogenase (IDH) mutations, may be the right targets for differentiation therapy using 1,25D, due to upregulation of vitamin D receptor (VDR) pathway.
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Qi F, Wang X, Zhao S, Wang C, Sun R, Wang H, Du P, Wang J, Wang X, Jiang G. miR‑let‑7c‑3p targeting on Egr‑1 contributes to the committed differentiation of leukemia cells into monocyte/macrophages. Oncol Lett 2022; 24:273. [PMID: 35782903 PMCID: PMC9247672 DOI: 10.3892/ol.2022.13393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Accepted: 05/19/2022] [Indexed: 11/06/2022] Open
Abstract
In preliminary experiments, it was found that the expression of early growth response-1 (Egr-1) was upregulated during the committed differentiation of leukemia cells into monocytes/macrophages. The cross-analysis of gene chip detection and database prediction indicated that Egr-1 was associated with upstream microRNA (miR)-let-7c-3p, thus the present study focused on the role of the miR-let-7c-3p/Egr-1 signaling axis in the committed differentiation of leukemia cells into monocytes/macrophages. Phorbol 12-myristate 13-acetate (PMA) was used to induce the directed differentiation of human K562 leukemia cells into monocytes/macrophages and the differentiation of K562 leukemia cells was determined by cell morphology observation and expression of differentiation antigens CD11b and CD14 by flow cytometry. The expression levels of Egr-1 and miR-let-7c-3p were detected by reverse transcription-quantitative PCR and the protein expression of Egr-1 was detected by western blotting. The effect of Egr-1 on the differentiation of K562 cells was detected by short interfering (si)RNA interference assay. A dual-luciferase reporter assay was used to detect target binding of miR-let-7c-3p on the 3′UTR of Egr-1. Cell transfection of miR-let-7c-3p mimics and inhibitors was used to modulate the expression of miR-let-7c-3p, as indicated by RT-qPCR assays. Western blotting was also used to examine the effect of miR-let-7c-3p on Egr-1 expression. The PMA-induced differentiation of K562 cells was transfected with miR-let-7c-3p and the expression of differentiation antigen was detected by flow cytometry. A differentiation model of K562 leukemia cells into monocytes/macrophages was induced by PMA, which was indicated by morphological observations and upregulation of CD11b and CD14 antigens. The gene or protein expression of Egr-1 was significantly higher compared with that of the control group, while the expression of miR-let-7c-3p was significantly lower compared with that of the control group. siRNA interference experiments showed that the expression of cell differentiation antigen CD14 in the 100 µg/ml PMA + si-Egr-1 group was significantly lower compared with that in the 100 µg/ml PMA + si-ctrl group. The dual luciferase reporter gene results showed that the luciferase activity of the co-transfected mimic and Egr-1 WT groups was significantly lower than that of the NC control group, while the luciferase activity of the co-transfected mimic and Egr-1 MUT groups was comparable to that of the NC control group. Therefore, the dual-luciferase reporter gene assay confirmed that miR-let-7c-3p can target Egr-1. Western blotting showed that the expression of Egr-1 following transfection with miR-let-7c-3p inhibitor was significantly higher compared with that of the negative control and the expression of Egr-1 after transfection with miR-let-7c-3p mimic was significantly lower than that of the negative control. Following exposure to PMA, the expressions of CD11b and CD14 in the miR-let-7c-3p inhibitor group were significantly higher than those in the miR-let-7c-3p NC group, as indicated by CD11b and CD14 respectively. In conclusion, miR-let-7c-3p could bind to the 3′UTR of Egr-1 and negatively regulated Egr-1 expression. The miR-let-7c-3p/Egr-1 signaling axis was closely associated with the committed differentiation of K562 cells from leukemia cells to monocytes/macrophages.
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Affiliation(s)
- Fu Qi
- Department of Immunology, Binzhou Medical University, Yantai, Shandong 264000, P.R. China
| | - Xinping Wang
- Department of Laboratory Medicine, Yantai Hospital of Traditional Chinese Medicine, Yantai, Shandong 264000, P.R. China
| | - Shouzhen Zhao
- School of Life Science and Technology, Weifang Medical University, Weifang, Shandong 261053, P.R. China
| | - Chaozhe Wang
- Department of Immunology, Binzhou Medical University, Yantai, Shandong 264000, P.R. China
| | - Ruijing Sun
- Department of Immunology, Binzhou Medical University, Yantai, Shandong 264000, P.R. China
| | - Huan Wang
- School of Life Science and Technology, Weifang Medical University, Weifang, Shandong 261053, P.R. China
| | - Pengchao Du
- Department of Immunology, Binzhou Medical University, Yantai, Shandong 264000, P.R. China
| | - Jing Wang
- Department of Cellular Immunology, Shandong Yinfeng Academy of Life Science, Jinan, Shandong 250109, P.R. China
| | - Xidi Wang
- Laboratory of Precision Medicine, Zhangqiu District People's Hospital of Jinan Affiliated to Jining Medical University, Jinan, Shandong 250200, P.R. China
| | - Guosheng Jiang
- Department of Immunology, Binzhou Medical University, Yantai, Shandong 264000, P.R. China
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Raimondi V, Ciotti G, Gottardi M, Ciccarese F. 2-Hydroxyglutarate in Acute Myeloid Leukemia: A Journey from Pathogenesis to Therapies. Biomedicines 2022; 10:biomedicines10061359. [PMID: 35740380 PMCID: PMC9220225 DOI: 10.3390/biomedicines10061359] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 05/31/2022] [Accepted: 06/02/2022] [Indexed: 12/19/2022] Open
Abstract
The oncometabolite 2-hydroxyglutarate (2-HG) plays a key role in differentiation blockade and metabolic reprogramming of cancer cells. Approximatively 20–30% of acute myeloid leukemia (AML) cases carry mutations in the isocitrate dehydrogenase (IDH) enzymes, leading to a reduction in the Krebs cycle intermediate α-ketoglutarate (α-KG) to 2-HG. Relapse and chemoresistance of AML blasts following initial good response to standard therapy account for the very poor outcome of this pathology, which represents a great challenge for hematologists. The decrease of 2-HG levels through pharmacological inhibition of mutated IDH enzymes induces the differentiation of AML blasts and sensitizes leukemic cells to several anticancer drugs. In this review, we provide an overview of the main genetic mutations in AML, with a focus on IDH mutants and the role of 2-HG in AML pathogenesis. Moreover, we discuss the impact of high levels of 2-HG on the response of AML cells to antileukemic therapies and recent evidence for highly efficient combinations of mutant IDH inhibitors with other drugs for the management of relapsed/refractory (R/R) AML.
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Affiliation(s)
- Vittoria Raimondi
- Department of Surgery, Oncology and Gastroenterology, University of Padua, 35128 Padova, Italy
- Correspondence:
| | - Giulia Ciotti
- Onco Hematology, Department of Oncology, Veneto Institute of Oncology IOV–IRCCS, 31033 Castelfranco Veneto, Italy; (G.C.); (M.G.)
| | - Michele Gottardi
- Onco Hematology, Department of Oncology, Veneto Institute of Oncology IOV–IRCCS, 31033 Castelfranco Veneto, Italy; (G.C.); (M.G.)
| | - Francesco Ciccarese
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology IOV–IRCCS, 35128 Padova, Italy;
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Borutinskaitė V, Žučenka A, Vitkevičienė A, Stoškus M, Kaupinis A, Valius M, Gineikienė E, Navakauskienė R. Genetic and Epigenetic Signatures in Acute Promyelocytic Leukemia Treatment and Molecular Remission. Front Genet 2022; 13:821676. [PMID: 35495123 PMCID: PMC9039054 DOI: 10.3389/fgene.2022.821676] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 03/11/2022] [Indexed: 12/11/2022] Open
Abstract
Acute myeloid leukemia (AML) is an aggressive, heterogeneous group of malignancies with different clinical behaviors and different responses to therapy. For many types of cancer, finding cancer early makes it easier to treat. Identifying prognostic molecular markers and understanding their biology are the first steps toward developing novel diagnostic tools or therapies for patients with AML. In this study, we defined proteins and genes that can be used in the prognosis of different acute leukemia cases and found possible uses in diagnostics and therapy. We analyzed newly diagnosed acute leukemia cases positive for t (15; 17) (q22; q21) PML-RAR alpha, acute promyelocytic leukemia (APL). The samples of bone marrow cells were collected from patients at the diagnosis stage, as follow-up samples during standard treatment with all-trans retinoic acid, idarubicin, and mitoxantrone, and at the molecular remission. We determined changes in the expression of genes involved in leukemia cell growth, apoptosis, and differentiation. We observed that WT1, CALR, CAV1, and MYC genes’ expression in all APL patients with no relapse history was downregulated after treatment and could be potential markers associated with the pathology, thereby revealing the potential value of this approach for a better characterization of the prediction of APL outcomes.
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Affiliation(s)
- Veronika Borutinskaitė
- Department of Molecular Cell Biology, Life Sciences Center, Institute of Biochemistry, Vilnius University, Vilnius, Lithuania
| | - Andrius Žučenka
- Hematology, Oncology, and Transfusion Medicine Centre, Vilnius University Hospital Santaros Klinikos, Vilnius, Lithuania
| | - Aida Vitkevičienė
- Department of Molecular Cell Biology, Life Sciences Center, Institute of Biochemistry, Vilnius University, Vilnius, Lithuania
| | - Mindaugas Stoškus
- Hematology, Oncology, and Transfusion Medicine Centre, Vilnius University Hospital Santaros Klinikos, Vilnius, Lithuania
| | - Algirdas Kaupinis
- Proteomic Center, Life Sciences Center, Institute of Biochemistry, Vilnius University, Vilnius, Lithuania
| | - Mindaugas Valius
- Proteomic Center, Life Sciences Center, Institute of Biochemistry, Vilnius University, Vilnius, Lithuania
| | - Eglė Gineikienė
- Hematology, Oncology, and Transfusion Medicine Centre, Vilnius University Hospital Santaros Klinikos, Vilnius, Lithuania
| | - Rūta Navakauskienė
- Department of Molecular Cell Biology, Life Sciences Center, Institute of Biochemistry, Vilnius University, Vilnius, Lithuania
- *Correspondence: Rūta Navakauskienė,
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Stavast CJ, van Zuijen I, Erkeland SJ. MicroRNA-139, an Emerging Gate-Keeper in Various Types of Cancer. Cells 2022; 11:cells11050769. [PMID: 35269391 PMCID: PMC8909004 DOI: 10.3390/cells11050769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 02/17/2022] [Accepted: 02/19/2022] [Indexed: 11/25/2022] Open
Abstract
Mounting data show that MIR139 is commonly silenced in solid cancer and hematological malignancies. MIR139 acts as a critical tumor suppressor by tuning the cellular response to different types of stress, including DNA damage, and by repressing oncogenic signaling pathways. Recently, novel insights into the mechanism of MIR139 silencing in tumor cells have been described. These include epigenetic silencing, inhibition of POL-II transcriptional activity on gene regulatory elements, enhanced expression of competing RNAs and post-transcriptional regulation by the microprocessor complex. Some of these MIR139-silencing mechanisms have been demonstrated in different types of cancer, suggesting that these are more general oncogenic events. Reactivation of MIR139 expression in tumor cells causes inhibition of tumor cell expansion and induction of cell death by the repression of oncogenic mRNA targets. In this review, we discuss the different aspects of MIR139 as a tumor suppressor gene and give an overview on different transcriptional mechanisms regulating MIR139 in oncogenic stress and across different types of cancer. The novel insights into the expression regulation and the tumor-suppressing activities of MIR139 may pave the way to new treatment options for cancer.
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Li L, Han C, Yu X, Shen J, Cao Y. Targeting AraC-Resistant Acute Myeloid Leukemia by Dual Inhibition of CDK9 and Bcl-2: A Systematic Review and Meta-Analysis. JOURNAL OF HEALTHCARE ENGINEERING 2022; 2022:2842066. [PMID: 35126914 PMCID: PMC8808115 DOI: 10.1155/2022/2842066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Revised: 12/13/2021] [Accepted: 01/03/2022] [Indexed: 12/20/2022]
Abstract
PURPOSE This study aims to determine the influence of targeting araC-resistant acute myeloid leukemia by dual inhibition cyclin-dependent protein kinase (CDK9) and B-cell lymphoma-2 (Bcl-2). METHOD The c-Myc inhibitor 10058-F4 and the CDK9 inhibitor AZD4573 were used to determine the cell cycle arrest and apoptosis. RESULTS 10058-F4 reduces c-Myc protein levels and suppresses HepG2 cell proliferation, possibly by upregulating cyclin-dependent kinase (CDK) inhibitors, p21WAF1, and reducing intracellular alpha-fetal protein (AFP) levels. CONCLUSION The combination of AZD4573 and 10058-F4 has a synergistic anti-araC-resistant AML activity, providing a solid database for the aforementioned scientific hypothesis.
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Affiliation(s)
- Linzhang Li
- Department of Laboratory Medicine, China-Japan Friendship Hospital, Beijing, China
| | - Chengwu Han
- Department of Laboratory Medicine, China-Japan Friendship Hospital, Beijing, China
| | - Xueying Yu
- Department of Laboratory Medicine, China-Japan Friendship Hospital, Beijing, China
| | - Jun Shen
- Department of Laboratory Medicine, China-Japan Friendship Hospital, Beijing, China
| | - Yongtong Cao
- Department of Laboratory Medicine, China-Japan Friendship Hospital, Beijing, China
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