1
|
Fang H, Yu E, Liu C, Eapen C, Cheng C, Hu T. Metabolic landscape and rewiring in normal hematopoiesis, leukemia and aging. Semin Cancer Biol 2025; 111:1-15. [PMID: 39933639 DOI: 10.1016/j.semcancer.2025.02.003] [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: 10/23/2024] [Revised: 01/06/2025] [Accepted: 02/04/2025] [Indexed: 02/13/2025]
Abstract
Recent advancements in metabolism research have demonstrated its critical roles in a lot of critical biological processes, including stemness maintenance, cell differentiation, proliferation, and function. Hematopoiesis is the fundamental cell differentiation process with the production of millions of red blood cells per second in carrying oxygen and white blood cells in fighting infection and cancers. The differentiation processes of hematopoietic stem and progenitor cells (HSPCs) are accompanied by significant metabolic reprogramming. In hematological malignancy, metabolic reprogramming is also essential to the malignant hematopoiesis processes. The metabolic rewiring is driven by distinct molecular mechanisms that meet the specific demands of different target cells. Leukemic cells, for instance, adopt unique metabolic profiles to support their heightened energy needs for survival and proliferation. Moreover, aging HSPCs exhibit altered energy consumption compared to their younger counterparts, often triggering protective mechanisms at the cellular level. In this review, we provide a comprehensive analysis of the metabolic processes involved in hematopoiesis and the metabolic rewiring that occurs under adverse conditions. In addition, we highlight current research directions and discuss the potential of targeting metabolic pathways for the management of hematological malignancies and aging.
Collapse
Affiliation(s)
- Hui Fang
- Georgia Cancer Center, 1410 Laney Walker Blvd, Augusta, GA 30912, United States; Department of Stomatology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Enze Yu
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Avenida da Universidade, Taipa 999078, Macao
| | - Chang Liu
- Georgia Cancer Center, 1410 Laney Walker Blvd, Augusta, GA 30912, United States; Department of Stomatology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Christy Eapen
- Georgia Cancer Center, 1410 Laney Walker Blvd, Augusta, GA 30912, United States
| | - Chunming Cheng
- Stephenson Cancer Center at Oklahoma University, Oklahoma City, OK 73104, United States.
| | - Tianxiang Hu
- Georgia Cancer Center, 1410 Laney Walker Blvd, Augusta, GA 30912, United States.
| |
Collapse
|
2
|
Zhang F, Liu Y, Zhu Y, Wang Q, Zhao X, Wang Q, Chen Y, Chen S. Molecular, clinical, and prognostic implications of RAS pathway alterations in adult acute myeloid leukemia. Leuk Lymphoma 2025; 66:753-763. [PMID: 39743890 DOI: 10.1080/10428194.2024.2441855] [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: 08/09/2024] [Revised: 10/28/2024] [Accepted: 12/01/2024] [Indexed: 01/04/2025]
Abstract
Alterations in the RAS pathway underscore the pathogenic complexity of acute myeloid leukemia (AML), yet the full spectrum, including CBL, NF1, PTPN11, KRAS, and NRAS, remains to be fully elucidated. In this retrospective study of 735 adult AML patients, the incidence of RAS pathway alterations was 32.4%, each with distinct clinical characteristics. Venetoclax combined with hypomethylating agents (VEN + HMA) did not significantly improve response rates compared to intensive chemotherapy (IC) group. In the IC group, PTPN11 mutations in the N-SH2 domain showed a trend toward poorer prognosis, though not statistically significant in multivariate analysis, while NRAS mutations correlated with improved outcomes. In the VEN + HMA group, PTPN11 mutations in the N-SH2 domain emerged as an independent adverse prognostic marker. NRAS or KRAS mutations showed no survival advantage compared to wild-type, aligning with their intermediate-risk classification in the 2024 ELN guidelines. These findings emphasize the need for treatment-specific risk stratification for RAS pathway mutations in AML.
Collapse
MESH Headings
- Humans
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/mortality
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/diagnosis
- Prognosis
- Female
- Male
- Adult
- Mutation
- Middle Aged
- Aged
- Retrospective Studies
- Young Adult
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Signal Transduction
- Aged, 80 and over
- Biomarkers, Tumor/genetics
- Adolescent
- GTP Phosphohydrolases/genetics
- ras Proteins/genetics
- ras Proteins/metabolism
Collapse
Affiliation(s)
- Fenghong Zhang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Yizi Liu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Yiyan Zhu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Qingyuan Wang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Xiangyu Zhao
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Qian Wang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Yu Chen
- Department of Hematology, The Second Affiliated Hospital of Wannan Medical College, Wuhu, People's Republic of China
| | - Suning Chen
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
| |
Collapse
|
3
|
Guo B, Gu J, Zhuang T, Zhang J, Fan C, Li Y, Zhao M, Chen R, Wang R, Kong Y, Xu S, Gao W, Liang L, Yu H, Han T. MicroRNA-126: From biology to therapeutics. Biomed Pharmacother 2025; 185:117953. [PMID: 40036996 DOI: 10.1016/j.biopha.2025.117953] [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: 12/30/2024] [Revised: 02/22/2025] [Accepted: 02/27/2025] [Indexed: 03/06/2025] Open
Abstract
MicroRNA-126 (miR-126) has emerged as one of the most extensively studied microRNAs in the context of human diseases, particularly in vascular disorders and cancer. Its high degree of conservation across vertebrates underscores its evolutionary significance and essential functional roles. Extensive research has been devoted to elucidating the molecular mechanisms through which miR-126 modulates key physiological and pathological processes, including angiogenesis, immune response, inflammation, tumor growth, and metastasis. Furthermore, miR-126 plays a causal role in the pathogenesis of various diseases, serving as potential biomarkers for disease prediction, diagnosis, prognosis and drug response, as well as a promising therapeutic target. In this review, we synthesize findings from 283 articles, focusing on the roles of miR-126 in critical biological processes such as cell development, survival, cycle regulation, proliferation, migration, invasion, communication, and metabolism. Additionally, miR-126 represents a promising candidate for miRNA-based therapeutic strategies. A comprehensive understanding and evaluation of miR-126 are crucial for advancing its clinical applications and therapeutic potential.
Collapse
Affiliation(s)
- Bei Guo
- Department of Metabolism and Endocrinology, General Hospital of Northern Theater Command, Shenyang, China
| | - Jia Gu
- Department of Otolaryngology, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Tongtian Zhuang
- Department of Dermatology, Air Force Hospital of Northern Theater Command, Shenyang, China
| | - Jingbin Zhang
- Department of Metabolism and Endocrinology, General Hospital of Northern Theater Command, Shenyang, China
| | - Chunyang Fan
- Department of Metabolism and Endocrinology, General Hospital of Northern Theater Command, Shenyang, China
| | - Yiyao Li
- Department of Metabolism and Endocrinology, General Hospital of Northern Theater Command, Shenyang, China
| | - Mengdi Zhao
- Department of Metabolism and Endocrinology, General Hospital of Northern Theater Command, Shenyang, China
| | - Ruoran Chen
- Department of Metabolism and Endocrinology, General Hospital of Northern Theater Command, Shenyang, China
| | - Rui Wang
- Department of Metabolism and Endocrinology, General Hospital of Northern Theater Command, Shenyang, China
| | - Yuan Kong
- Department of Metabolism and Endocrinology, General Hospital of Northern Theater Command, Shenyang, China
| | - Shuang Xu
- Department of Metabolism and Endocrinology, General Hospital of Northern Theater Command, Shenyang, China
| | - Wei Gao
- Department of Metabolism and Endocrinology, General Hospital of Northern Theater Command, Shenyang, China
| | - Linlang Liang
- Department of Metabolism and Endocrinology, General Hospital of Northern Theater Command, Shenyang, China
| | - Hao Yu
- Department of Metabolism and Endocrinology, General Hospital of Northern Theater Command, Shenyang, China.
| | - Tao Han
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, China.
| |
Collapse
|
4
|
Minami M, Sakoda T, Kawano G, Kochi Y, Sasaki K, Sugio T, Jinnouchi F, Miyawaki K, Kunisaki Y, Kato K, Miyamoto T, Akashi K, Kikushige Y. Distinct leukemogenic mechanism of acute promyelocytic leukemia based on genomic structure of PML::RARα. Leukemia 2025; 39:844-853. [PMID: 39979604 DOI: 10.1038/s41375-025-02530-9] [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: 05/16/2024] [Revised: 12/26/2024] [Accepted: 02/03/2025] [Indexed: 02/22/2025]
Abstract
Leukemic stem cells (LSCs) of acute myeloid leukemia (AML) can be enriched in the CD34+CD38- fraction and reconstitute human AML in vivo. However, in acute promyelocytic leukemia (APL), which constitutes 10% of all AML cases and is driven by promyelocytic leukemia-retinoic acid receptor alpha (PML::RARα) fusion genes, the presence of LSCs has long been unidentified because of the difficulty in efficient reconstitution of human APL in vivo. Herein, we show that LSCs of the short-type isoform APL, a subtype of APL defined by different breakpoints of the PML gene, concentrate in the CD34+CD38- fraction and express T cell immunoglobulin mucin-3 (TIM-3). Short-type APL cells exhibited distinct gene expression signatures, including LSC-related genes, compared to the other types of APL. Moreover, CD34+CD38-TIM-3+ short-type APL cells efficiently reconstituted human APL in xenograft models with high penetration, whereas CD34- differentiated APL cells did not. Furthermore, CD34+CD38-TIM-3+ short-type APL cells reconstituted leukemia cells after serial transplantation. Thus, short-type APL was hierarchically organized by self-renewing APL-LSCs. The identification of LSCs in a subset of APL and establishment of an efficient patient-derived xenograft model may contribute to further understanding the APL leukemogenesis and devise individual treatments for the eradication of APL LSCs.
Collapse
Affiliation(s)
- Mariko Minami
- Department of Medicine and Biosystemic Sciences, Kyushu University Graduate School of Medicine, Fukuoka, 812-8582, Japan
| | - Teppei Sakoda
- Department of Medicine and Biosystemic Sciences, Kyushu University Graduate School of Medicine, Fukuoka, 812-8582, Japan
| | - Gentaro Kawano
- Department of Medicine and Biosystemic Sciences, Kyushu University Graduate School of Medicine, Fukuoka, 812-8582, Japan
| | - Yu Kochi
- Department of Medicine and Biosystemic Sciences, Kyushu University Graduate School of Medicine, Fukuoka, 812-8582, Japan
| | - Kensuke Sasaki
- Department of Medicine and Biosystemic Sciences, Kyushu University Graduate School of Medicine, Fukuoka, 812-8582, Japan
| | - Takeshi Sugio
- Department of Medicine and Biosystemic Sciences, Kyushu University Graduate School of Medicine, Fukuoka, 812-8582, Japan
| | - Fumiaki Jinnouchi
- Department of Medicine and Biosystemic Sciences, Kyushu University Graduate School of Medicine, Fukuoka, 812-8582, Japan
| | - Kohta Miyawaki
- Department of Medicine and Biosystemic Sciences, Kyushu University Graduate School of Medicine, Fukuoka, 812-8582, Japan
| | - Yuya Kunisaki
- Department of Medicine and Biosystemic Sciences, Kyushu University Graduate School of Medicine, Fukuoka, 812-8582, Japan
- Center for Cellular and Molecular Medicine, Kyushu University Hospital, Fukuoka, 812-8582, Japan
| | - Koji Kato
- Department of Medicine and Biosystemic Sciences, Kyushu University Graduate School of Medicine, Fukuoka, 812-8582, Japan
| | - Toshihiro Miyamoto
- Department of Hematology, Faculty of Medicine, Institute of Medical Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, 920-8641, Japan
| | - Koichi Akashi
- Department of Medicine and Biosystemic Sciences, Kyushu University Graduate School of Medicine, Fukuoka, 812-8582, Japan.
- Center for Cellular and Molecular Medicine, Kyushu University Hospital, Fukuoka, 812-8582, Japan.
| | - Yoshikane Kikushige
- Department of Medicine and Biosystemic Sciences, Kyushu University Graduate School of Medicine, Fukuoka, 812-8582, Japan
- Center for Cellular and Molecular Medicine, Kyushu University Hospital, Fukuoka, 812-8582, Japan
| |
Collapse
|
5
|
Rahimian E, Koochak M, Traikov S, Schroeder M, Brilloff S, Schäfer S, Kufrin V, Küchler S, Krüger A, Mirtschink P, Baretton G, Schröck E, Schewe DM, Ball CR, Bornhäuser M, Glimm H, Bill M, Wurm AA. A quiescence-like/TGF-β1-specific CRISPRi screen reveals drug uptake transporters as secondary targets of kinase inhibitors in AML. Drug Resist Updat 2025; 81:101242. [PMID: 40184725 DOI: 10.1016/j.drup.2025.101242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Revised: 02/26/2025] [Accepted: 03/23/2025] [Indexed: 04/07/2025]
Abstract
Relapse in acute myeloid leukemia (AML) is driven by resistant subclones that survive chemotherapy. It is assumed that these resilient leukemic cells can modify their proliferative behavior by entering a quiescent-like state, similar to healthy hematopoietic stem cells (HSCs). These dormant cells can evade the effects of cytostatic drugs that primarily target actively dividing cells. Although quiescence has been extensively studied in healthy hematopoiesis and various solid cancers, its role in AML has remained unexplored. In this study, we applied an HSC-derived quiescence-associated gene signature to an AML patient cohort and found it to be strongly correlated with poor prognosis and active TGF-β signaling. In vitro treatment with TGF-β1 induces a quiescence-like phenotype, resulting in a G0 shift and reduced sensitivity to cytarabine. To find potential therapeutic targets that prevent AML-associated quiescence and improve response to cytarabine, we conducted a comprehensive CRISPR interference (CRISPRi) screen combined with TGF-β1 stimulation. This approach identified TGFBR1 inhibitors, like vactosertib, as effective agents for preventing the G0 shift in AML cell models. However, pretreatment with vactosertib unexpectedly induced complete resistance to cytarabine. To elucidate the underlying mechanism, we performed a multi-faceted approach combining a second CRISPRi screen, liquid chromatography-tandem mass spectrometry (LC-MS/MS), and in silico analysis. Our findings revealed that TGFBR1 inhibitors unintentionally target the nucleoside transporter SLC29A1 (ENT1), leading to reduced intracellular cytarabine levels. Importantly, we found that this drug interaction is not unique to TGFBR1 inhibitors, but extends to other clinically significant kinase inhibitors, such as the FLT3 inhibitor midostaurin. These findings may have important implications for optimizing combination therapies in AML treatment.
Collapse
Affiliation(s)
- Elahe Rahimian
- Mildred Scheel Early Career Center, National Center for Tumor Diseases (NCT/UCC) Dresden, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Germany
| | - Masoud Koochak
- Mildred Scheel Early Career Center, National Center for Tumor Diseases (NCT/UCC) Dresden, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Germany
| | - Sofia Traikov
- Institute for Clinical Chemistry and Laboratory Medicine, TU Dresden, Dresden, Germany
| | - Michael Schroeder
- Biotechnology Center (BIOTEC), Center for Molecular and Cellular Bioengineering, Technische Universität Dresden, Dresden, Germany
| | - Silke Brilloff
- Mildred Scheel Early Career Center, National Center for Tumor Diseases (NCT/UCC) Dresden, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Germany
| | - Silvia Schäfer
- Mildred Scheel Early Career Center, National Center for Tumor Diseases (NCT/UCC) Dresden, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Germany
| | - Vida Kufrin
- Mildred Scheel Early Career Center, National Center for Tumor Diseases (NCT/UCC) Dresden, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Germany
| | - Sandra Küchler
- Mildred Scheel Early Career Center, National Center for Tumor Diseases (NCT/UCC) Dresden, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Germany
| | - Alexander Krüger
- Core Unit for Molecular Tumor Diagnostics (CMTD), National Center for Tumor Diseases Dresden (NCT), NCT/UCC Dresden, a partnership between German Cancer Research Center (DKFZ), Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany
| | - Peter Mirtschink
- Institute for Clinical Chemistry and Laboratory Medicine, TU Dresden, Dresden, Germany
| | - Gustavo Baretton
- Core Unit for Molecular Tumor Diagnostics (CMTD), National Center for Tumor Diseases Dresden (NCT), NCT/UCC Dresden, a partnership between German Cancer Research Center (DKFZ), Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Institute for Pathology, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Evelin Schröck
- Institute for Clinical Genetics, University Hospital Carl Gustav Carus at TUD Dresden University of Technology and Faculty of Medicine of TUD Dresden University of Technology, Dresden, Germany; ERN GENTURIS, Hereditary Cancer Syndrome Center Dresden, Germany; National Center for Tumor Diseases (NCT), NCT/UCC Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; German Cancer Consortium (DKTK), Dresden, Germany; German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Denis M Schewe
- Department of Pediatric Hematology and Oncology, University Hospital Dresden, Dresden, Germany
| | - Claudia R Ball
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), partner site Dresden, Germany; TUD Dresden University of Technology, Faculty of Biology, Dresden, Germany
| | - Martin Bornhäuser
- Mildred Scheel Early Career Center, National Center for Tumor Diseases (NCT/UCC) Dresden, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
| | - Hanno Glimm
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), partner site Dresden, Germany; Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marius Bill
- Mildred Scheel Early Career Center, National Center for Tumor Diseases (NCT/UCC) Dresden, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Germany; German Cancer Consortium (DKTK), partner site Dresden, Germany; Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
| | - Alexander A Wurm
- Mildred Scheel Early Career Center, National Center for Tumor Diseases (NCT/UCC) Dresden, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Germany; Department of Pediatric Hematology and Oncology, University Hospital Dresden, Dresden, Germany; Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), partner site Dresden, Germany.
| |
Collapse
|
6
|
Mirazimi Y, Aghayan AH, Atashi A, Mohammadi D, Rafiee M. Prognostic value of circular RNAs expression and their correlation with clinicopathological features in acute myeloid leukemia: a systematic review and meta-analysis. Ann Hematol 2025:10.1007/s00277-025-06300-6. [PMID: 40087154 DOI: 10.1007/s00277-025-06300-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Accepted: 03/01/2025] [Indexed: 03/17/2025]
Abstract
Acute myeloid leukemia (AML) prognosis is affected by unique factors to each individual and studies have indicated that dysregulated expression of circRNAs may serve as prognostic biomarkers for AML. Therefore, we conducted this study to assess the prognostic value of circRNAs expression and it's correlation with clinicopathological features. Comprehensive search was conducted in WOS, Scopus, PubMed, Google Scholar, ProQuest, and grey literature. The certainty of evidence was assessed using the modified GRADE approach for prognostic and clinicopathological meta-analysis. The hazard ratio (HR) was employed to assess the prognostic value of dysregulated expression of circRNAs in patient survival, while the risk ratio (RR) was utilized to analyze the correlation between circRNAs and clinicopathological features. Our results demonstrated that dysregulation of circRNAs expression was associated with poor prognosis related to overall survival (OS) indicator (HR:2.05; 95%CI: 1.75-2.40) and also related to non-OS indicators such as (EFS, LFS, RFS, and DFS) (HR:2.09, 95%CI: 1.47-2.97). Priori and post-hoc subgroup analysis was conducted to describe variables that potentially affected heterogeneity and effect size. We also evaluated the association between dysregulated expression of circRNAs and 19 clinicopathological parameters. Our results show that there is significant relationship between the dysregulated expression of circRNAs and the mentioned parameters: type M6 vs. other types (RR:1.51, 95% CI:1.12-2.03), FLT3-ITD mutation (RR:1.17, 95%CI: 1.00-1.36), and risk status (RR:1.35, 95% CI: 1.13-1.60). This systematic review and meta-analysis suggest that the investigation of circRNAs expression changes can serve as valuable biomarkers for the assessment of prognosis in AML patients.
Collapse
Affiliation(s)
- Yasin Mirazimi
- Student Research Committee, Department of Medical Laboratory Sciences, School of Paramedical Sciences, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Amir Hossein Aghayan
- Student Research Committee, Department of Medical Laboratory Sciences, School of Paramedical Sciences, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Amir Atashi
- Department of Medical Laboratory Sciences, School of Allied Medical Sciences, Shahroud University of Medical Sciences, Shahroud, Iran
| | - Davood Mohammadi
- Department of Medical Genetics, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Mohammad Rafiee
- Department of Medical Laboratory Sciences, School of Paramedical Sciences, Zanjan University of Medical Sciences, Zanjan, Iran.
- Department of Medical Laboratory Sciences, School of Paramedicine, Hamadan University of Medical Sciences, Hamadan, Iran.
| |
Collapse
|
7
|
Gao H, Zhang T, Li K, Li X. CD73: a new immune checkpoint for leukemia treatment. Front Immunol 2025; 16:1486868. [PMID: 40114928 PMCID: PMC11922907 DOI: 10.3389/fimmu.2025.1486868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Accepted: 02/14/2025] [Indexed: 03/22/2025] Open
Abstract
Recent studies on the pathogenesis of leukemia have led to remarkable advances in disease treatment. Numerous studies have shown the potential and viability of immune responses against leukemia. In the classical pathway, this process is often initiated by the upstream activity of CD39, which hydrolyzes extracellular adenosine triphosphate (ATP) and adenosine diphosphate (ADP) to AMP. Subsequently, CD73 acts on AMP to generate adenosine, contributing to an immunosuppressive microenvironment. However, CD73 can also utilize substrates derived from other molecules through the non-canonical NAD+ pathway, specifically via the CD38/CD203a/CD73 axis, further enhancing adenosine production and facilitating immune escape. Targeting CD73 has shown potential in disrupting these immunosuppressive pathways, thereby enhancing anti-leukemic immune responses and improving patient outcomes. Inhibiting CD73 not only reduces the levels of immunosuppressive adenosine but also increases the efficacy of existing immunotherapies, such as PD-1/PD-L1 inhibitors, making it a versatile therapeutic target in leukemia treatment. This review discusses the potential of CD73 as a therapeutic target and emphasizes its unique position in the immune escape mechanism of leukemia. Moreover, this review provides an overview of the current research progress and future trends, emphasizing the clinical significance of targeting CD73 and other potential therapeutic strategies in leukemia.
Collapse
Affiliation(s)
- Huan Gao
- Marine College, Shandong University, Weihai, China
| | - Tingting Zhang
- Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Ke Li
- Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Xia Li
- Marine College, Shandong University, Weihai, China
| |
Collapse
|
8
|
Gdesz-Birula K, Drobczyński S, Sarat K, Duś-Szachniewicz K. Sonidegib Inhibits the Adhesion of Acute Myeloid Leukemia to the Bone Marrow in Hypoxia: An Optical Tweezer Study. Biomedicines 2025; 13:578. [PMID: 40149555 PMCID: PMC11940413 DOI: 10.3390/biomedicines13030578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2024] [Revised: 02/11/2025] [Accepted: 02/13/2025] [Indexed: 03/29/2025] Open
Abstract
Background: Acute myeloid leukemia (AML) is a heterogeneous disease highly resistant to chemotherapeutic agents. Leukemia stem cells (LSCs) can enter a dormant state and avoid apoptosis in the protective niche of the bone marrow (BM) microenvironment. Moreover, bone marrow stromal cells protect leukemia cells by promoting pro-survival signaling pathways and drug resistance. Therefore, attenuating interactions between leukemia cells and BM cells may have a positive therapeutic effect. Objectives: In this work, we hypothesized that sondages may inhibit the adhesion of leukemia cells to the bone marrow by inhibiting the Hedgehog (Hh) signaling pathway. The Hedgehog pathway is a key therapeutic target in AML due to its role in leukemic cell growth and survival. Methods: We investigated the effects of sonidegib on the adhesion of individual OCI-AML3 cells to a bone marrow stromal spheroid derived from the HS-5 cell line. For this purpose, we precisely determined the minimum cell-to-cell adhesion time using optical tweezers under normoxic (21% of O2) and hypoxic (1% of O2) conditions. Results: Our results demonstrated that sonidegib significantly increased the minimum cell-to-cell adhesion time necessary for leukemic cells to establish adhesive bonds with bone marrow stromal cells, thereby indicating a reduction in their adhesive properties. Additionally, we showed that sonidegib is particularly effective at hypoxic oxygen concentrations. Conclusions: The results obtained in this study suggest that sonidegib, through its modulation of the Hedgehog signaling pathway, holds promise as a potential therapeutic approach to target leukemic cell adhesion within the bone marrow microenvironment.
Collapse
Affiliation(s)
- Katarzyna Gdesz-Birula
- Department of Clinical and Experimental Pathology, Institute of General and Experimental Pathology, Wrocław Medical University, 50-368 Wrocław, Poland
| | - Sławomir Drobczyński
- Department of Optics and Photonics, Faculty of Fundamental Problems of Technology, Wrocław University of Science and Technology, 50-370 Wrocław, Poland;
| | - Krystian Sarat
- Laboratory of Genetics and Epigenetics of Human Diseases, Department of Experimental Therapy, Ludwik Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, 53-114 Wrocław, Poland;
| | - Kamila Duś-Szachniewicz
- Department of Clinical and Experimental Pathology, Institute of General and Experimental Pathology, Wrocław Medical University, 50-368 Wrocław, Poland
| |
Collapse
|
9
|
Tian X, Zhang L, Xiang G, Tang Y, Zhu P, Yu S, Jiang F, Wang S, Wang J, Dai Y, Zheng D, Wang J, Weng X, Wang S, Tan Y, Liu F. Single-cell multiomics reveals a gene regulatory circuit driving leukemia cell differentiation. Oncogene 2025:10.1038/s41388-025-03309-z. [PMID: 39984714 DOI: 10.1038/s41388-025-03309-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 01/16/2025] [Accepted: 02/12/2025] [Indexed: 02/23/2025]
Abstract
Cancer differentiation therapy aims to induce the maturation of neoplastic cells, but the mechanisms regulating cell fate decisions in oncogenic contexts remain unclear. In this study, we integrated single-cell chromatin accessibility and single-cell transcriptome analyses to explore the regulatory trajectories of a classical PML/RARα+ acute promyeloid leukemia (APL) cell line (NB4) post treatment by all-trans-retinoid acid (ATRA). Our findings indicated that ATRA activated specific PML/RARα-target enhancers to trigger a regulatory circuit composed of a positive feedforward gene regulatory circuit involving two transcription factors, SPI1 and CEBPE. This regulatory circuit was both necessary and sufficient to drive NB4 cells through an intermediate cell fate decision point to initiate terminal granulopoiesis. Moreover, ectopic expression of SPI1 and CEBPE promoted granulocytic differentiation in non-APL leukemia cell lines HL60 and K562. Our study sheds mechanistic insights into the differentiation trajectories induced by ATRA and illustrates a gene regulatory circuit that could be widely applied to promote differentiation of leukemia cells.
Collapse
Affiliation(s)
- Xin Tian
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Liuqingqing Zhang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Guiqiyang Xiang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yijia Tang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ping Zhu
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shuting Yu
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Fangying Jiang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shuai Wang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jinzeng Wang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yao Dai
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Desheng Zheng
- School of Computer Science, Southwest Petroleum University, Chengdu, China
| | - Jianbiao Wang
- Clinical Laboratory, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiangqin Weng
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shengyue Wang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yun Tan
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Feng Liu
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| |
Collapse
|
10
|
Jiao C, Ma X, Cui J, Su B, Xu F, Chen E, Zhou J, Dai J, Pan M, Long Z, Ge J. Potential value of immunogenic cell death related-genes in refining European leukemiaNet guidelines classification and predicting the immune infiltration landscape in acute myeloid leukemia. Cancer Cell Int 2025; 25:52. [PMID: 39966805 PMCID: PMC11837611 DOI: 10.1186/s12935-025-03670-9] [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: 03/20/2024] [Accepted: 01/30/2025] [Indexed: 02/20/2025] Open
Abstract
Immunogenic cell death (ICD) is the kind of cell death that triggers the immune system. It affects several tumors, whereas its significance for prognosis in acute myeloid leukemia (AML) remains uncertain. AML categorization by cytogenetic variables is inaccurate. In addition, risk stratification of AML based on cytogenetics is imprecise. The data of AML patients were extracted from 4 databases, a total of 1,537 patients. Univariate and LASSO Cox regression analyses were conducted to construct an ICD risk signature (ICDRS). The ICDRS showed strong prognostic value for AML through Kaplan-Meier, Cox, ROC analyses and nomogram. Combining the ICDRS with the European LeukemiaNet (ELN) classification to redefine the risk stratification can better predict the prognosis of AML. Moreover, the ICDRS was examined to identify gene functional enrichment, immunological characteristics, drug susceptibility, and somatic mutation, which revealed considerable variations among different risk categories. We further validated the expression of ICDRS in the AML bone marrow microenvironment by single-cell RNA (scRNA) analysis. Ultimately, the functional role of CASP1 was proven in AML by a series of in-vitro experiments. Our study highlights the significant impact of ICDRS on AML, which may improve ELN risk classification, predict immune landscapes, and guide personalized therapy.
Collapse
Affiliation(s)
- Changqing Jiao
- Department of Hematology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
- Anhui Medical University, Hefei, 230032, China
| | - Xiaoyu Ma
- Department of Hematology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
- Anhui Medical University, Hefei, 230032, China
| | - Jianling Cui
- Department of Hematology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
- Anhui Medical University, Hefei, 230032, China
| | - Bobin Su
- Department of Hematology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
- Anhui Medical University, Hefei, 230032, China
| | - Fei Xu
- Department of Hematology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
- Anhui Medical University, Hefei, 230032, China
| | - Enbo Chen
- Department of Hematology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
- Anhui Medical University, Hefei, 230032, China
| | - Junjie Zhou
- Department of Hematology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
| | - Jifei Dai
- Department of Hematology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
- Anhui Medical University, Hefei, 230032, China
- National Clinical Medical Research Centre for Blood System Diseases, Anhui Branch Centre, Hefei, 230032, China
| | - Mengya Pan
- Department of Hematology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
- Anhui Medical University, Hefei, 230032, China
| | - Zhangbiao Long
- Department of Hematology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
- Anhui Medical University, Hefei, 230032, China
- National Clinical Medical Research Centre for Blood System Diseases, Anhui Branch Centre, Hefei, 230032, China
| | - Jian Ge
- Department of Hematology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China.
- Anhui Medical University, Hefei, 230032, China.
- National Clinical Medical Research Centre for Blood System Diseases, Anhui Branch Centre, Hefei, 230032, China.
| |
Collapse
|
11
|
Busarello E, Biancon G, Cimignolo I, Lauria F, Ibnat Z, Ramirez C, Tomè G, Ciuffreda M, Bucciarelli G, Pilli A, Marino SM, Bontempi V, Aass KR, VanOudenhove J, Mione MC, Standal T, Macchi P, Viero G, Halene S, Tebaldi T. Cell Marker Accordion: interpretable single-cell and spatial omics annotation in health and disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.03.08.584053. [PMID: 38559181 PMCID: PMC10979856 DOI: 10.1101/2024.03.08.584053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Single-cell technologies offer a unique opportunity to explore cellular heterogeneity in health and disease. However, reliable identification of cell types and states represents a bottleneck. Available databases and analysis tools employ dissimilar markers, leading to inconsistent annotations and poor interpretability. Furthermore, current tools focus mostly on physiological cell types, limiting their applicability to disease. We developed the Cell Marker Accordion, a user-friendly platform providing automatic annotation and unmatched biological interpretation of single-cell populations, based on consistency weighted markers. We validated our approach on multiple single-cell and spatial datasets from different human and murine tissues, improving annotation accuracy in all cases. Moreover, we show that the Cell Marker Accordion can identify disease-critical cells and pathological processes, extracting potential biomarkers in a wide variety of disease contexts. The breadth of these applications elevates the Cell Marker Accordion as a fast, flexible, faithful and standardized tool to annotate and interpret single-cell and spatial populations in studying physiology and disease.
Collapse
Affiliation(s)
- Emma Busarello
- Laboratory of RNA and Disease Data Science, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Giulia Biancon
- Section of Hematology, Department of Internal Medicine, Yale Comprehensive Cancer Center, Yale University School of Medicine, New Haven, CT, USA
- Hematology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Ilaria Cimignolo
- Laboratory of RNA and Disease Data Science, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Fabio Lauria
- Institute of Biophysics, CNR Unit at Trento, Italy
| | - Zuhairia Ibnat
- Laboratory of RNA and Disease Data Science, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Christian Ramirez
- Laboratory of RNA and Disease Data Science, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Gabriele Tomè
- Laboratory of RNA and Disease Data Science, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
- Institute of Biophysics, CNR Unit at Trento, Italy
| | - Marianna Ciuffreda
- Laboratory of RNA and Disease Data Science, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Giorgia Bucciarelli
- Laboratory of RNA and Disease Data Science, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Alessandro Pilli
- Laboratory of RNA and Disease Data Science, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Stefano Maria Marino
- Laboratory of RNA and Disease Data Science, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Vittorio Bontempi
- Laboratory of Experimental Cancer Biology, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Kristin R Aass
- Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Jennifer VanOudenhove
- Section of Hematology, Department of Internal Medicine, Yale Comprehensive Cancer Center, Yale University School of Medicine, New Haven, CT, USA
| | - Maria Caterina Mione
- Laboratory of Experimental Cancer Biology, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Therese Standal
- Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Paolo Macchi
- Laboratory of Molecular and Cellular Neurobiology, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | | | - Stephanie Halene
- Section of Hematology, Department of Internal Medicine, Yale Comprehensive Cancer Center, Yale University School of Medicine, New Haven, CT, USA
| | - Toma Tebaldi
- Laboratory of RNA and Disease Data Science, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
- Section of Hematology, Department of Internal Medicine, Yale Comprehensive Cancer Center, Yale University School of Medicine, New Haven, CT, USA
| |
Collapse
|
12
|
Singh A, Verma A, Kushwaha R, Singh US, Verma SP. Co-occurrence of hydatid cyst liver with acute myeloid leukaemia: A rare case report. J Infect Chemother 2025; 31:102493. [PMID: 39153544 DOI: 10.1016/j.jiac.2024.08.008] [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: 05/15/2024] [Revised: 07/22/2024] [Accepted: 08/11/2024] [Indexed: 08/19/2024]
Abstract
The term "hydatid disease" refers to echinococcosis. Echinococcosis is a zoonotic disease caused by the larval stage of the Echinococcus parasite. The disease is widespread in regions where the parasite is endemic, particularly in developing nations like India. However, there are only a couple of documented case studies of echinococcosis associated with hematological malignancy in the literature. We present an extremely uncommon case of a 36-year-old male who had liver hydatidosis and was diagnosed with acute myeloid leukemia (AML)-M1. The patient received treatment for acute myeloid leukemia (daunomycin, cytarabine, and 5-azacytidine), followed by management of hydatid disease after complete remission of acute leukemia. The patient underwent periodic evaluations for one year and exhibited satisfactory improvement.
Collapse
MESH Headings
- Humans
- Male
- Leukemia, Myeloid, Acute/complications
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/diagnosis
- Adult
- Echinococcosis, Hepatic/complications
- Echinococcosis, Hepatic/drug therapy
- Echinococcosis, Hepatic/diagnosis
- Echinococcosis, Hepatic/parasitology
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Treatment Outcome
- Animals
Collapse
Affiliation(s)
- Anurag Singh
- Department of Pathology, King George Medical University, Lucknow, India.
| | - Anuragani Verma
- Department of Microbiology, King George Medical University, Lucknow, India.
| | - Rashmi Kushwaha
- Department of Pathology, King George Medical University, Lucknow, India.
| | - Uma Shankar Singh
- Department of Pathology, King George Medical University, Lucknow, India.
| | | |
Collapse
|
13
|
Barton BM, Son F, Verma A, Bal SK, Tang Q, Wang R, Umphred-Wilson K, Khan R, Trichka J, Dong H, Lentucci C, Chen X, Chen Y, Hong Y, Duy C, Elemento O, Melnick AM, Cao J, Chen X, Glimcher LH, Adoro S. IRE1α-XBP1 safeguards hematopoietic stem and progenitor cells by restricting pro-leukemogenic gene programs. Nat Immunol 2025; 26:200-214. [PMID: 39789376 DOI: 10.1038/s41590-024-02063-w] [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: 12/27/2021] [Accepted: 12/10/2024] [Indexed: 01/12/2025]
Abstract
Hematopoietic stem cells must mitigate myriad stressors throughout their lifetime to ensure normal blood cell generation. Here, we uncover unfolded protein response stress sensor inositol-requiring enzyme-1α (IRE1α) signaling in hematopoietic stem and progenitor cells (HSPCs) as a safeguard against myeloid leukemogenesis. Activated in part by an NADPH oxidase-2 mechanism, IRE1α-induced X-box binding protein-1 (XBP1) mediated repression of pro-leukemogenic programs exemplified by the Wnt-β-catenin pathway. Transcriptome analysis and genome-wide mapping of XBP1 targets in HSPCs identified an '18-gene signature' of XBP1-repressed β-catenin targets that were highly expressed in acute myeloid leukemia (AML) cases with worse prognosis. Accordingly, IRE1α deficiency cooperated with a myeloproliferative oncogene in HSPCs to cause a lethal AML in mice, while genetic induction of XBP1 suppressed the leukemia stem cell program and activity of patient-derived AML cells. Thus, IRE1α-XBP1 signaling safeguards the integrity of the blood system by restricting pro-leukemogenic programs in HSPCs.
Collapse
Affiliation(s)
- Brendan M Barton
- Experimental Immunology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Francheska Son
- Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Akanksha Verma
- Institute of Computational Biomedicine, Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Saswat Kumar Bal
- Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Qianzi Tang
- College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, China
| | - Rui Wang
- College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, China
| | - Katharine Umphred-Wilson
- Experimental Immunology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Rehan Khan
- Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Josephine Trichka
- Experimental Immunology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Han Dong
- Department of Cancer Immunology and Virology, Dana Farber Cancer Institute, Boston, MA, USA
| | - Claudia Lentucci
- Department of Cancer Immunology and Virology, Dana Farber Cancer Institute, Boston, MA, USA
| | - Xi Chen
- Weill Cornell Graduate School of Medical Sciences, New York, NY, USA
| | - Yinghua Chen
- Department of Physiology and Biophysics, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Yuning Hong
- Department of Biochemistry and Chemistry, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria, Australia
| | - Cihangir Duy
- Cancer Signaling and Epigenetics Program, Institute for Cancer Research, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Olivier Elemento
- Institute of Computational Biomedicine, Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Ari M Melnick
- Department of Medicine, Division of Hematology and Medical Oncology, Weill Cornell Medicine, New York, NY, USA
| | - Jin Cao
- Department of Experimental Therapeutics, James P. Allison Institute, MD Anderson Cancer Center, Houston, TX, USA
- MOE Key Laboratory of Biosystems Homeostasis & Protection and Zhejiang Key Laboratory of Molecular Cancer Biology, Innovation Center for Cell Signaling Network, Life Sciences Institute, Zhejiang University, Hangzhou, China
| | - Xi Chen
- Department of Experimental Therapeutics, James P. Allison Institute, MD Anderson Cancer Center, Houston, TX, USA
| | - Laurie H Glimcher
- Department of Cancer Immunology and Virology, Dana Farber Cancer Institute, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Stanley Adoro
- Experimental Immunology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
| |
Collapse
|
14
|
Ahmed N, Walker S, Roma A, Minden MD, Spagnuolo PA. Dietary Modulation of Fatty Acid Oxidation Imparts Stem Cell Protection in Bone Marrow. Nutr Cancer 2025; 77:530-536. [PMID: 39887185 DOI: 10.1080/01635581.2025.2459445] [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: 09/26/2024] [Revised: 01/21/2025] [Accepted: 01/22/2025] [Indexed: 02/01/2025]
Abstract
Hematopoietic stem cells (HSCs) maintain production of all functional blood cells and are located within the bone marrow. In pathological conditions, such as obesity or leukemia, changes in these cells contribute to disease pathophysiology. In this study, we examined the impact of metabolic modulation of stem and progenitor cells within the bone marrow during diet-induced obesity (DIO) and leukemia relapse. Avocatin B (Avo), an inhibitor of fatty acid oxidation (FAO), was provided in the diet and its impact on stem cells using two disease models was tested. In DIO, high fat diet(HFD)-induced alterations in HSC number and function were attenuated with Avo (HFD: 46.9% decrease compared to control; p < 0.001; whereas DIO + Avo: 58.8% recovery; p < 0.05). In leukemia relapse, dietary Avo delayed disease reoccurrence. Taken together, addition of Avo into the diet imparts protection in the bone marrow.
Collapse
Affiliation(s)
- Nawaz Ahmed
- Department of Food Science, University of Guelph, Guelph, Ontario, Canada
| | - Sarah Walker
- Department of Food Science, University of Guelph, Guelph, Ontario, Canada
| | - Alessia Roma
- Department of Food Science, University of Guelph, Guelph, Ontario, Canada
| | - Mark D Minden
- Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Paul A Spagnuolo
- Department of Food Science, University of Guelph, Guelph, Ontario, Canada
| |
Collapse
|
15
|
Chai Z, Yuan Z, Chen Y. Stem cell status and prognostic applications of cuproptosis-associated lncRNAs in acute myeloid leukemia. Front Cell Dev Biol 2025; 12:1549294. [PMID: 39877157 PMCID: PMC11772438 DOI: 10.3389/fcell.2024.1549294] [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: 12/20/2024] [Accepted: 12/30/2024] [Indexed: 01/31/2025] Open
Abstract
Introduction Acute myeloid leukemia (AML), a highly heterogeneous hematological malignancy, remains a major challenge in adult oncology. Stem cell research has highlighted the crucial role of long noncoding RNA (lncRNA) in regulating cellular differentiation and self-renewal processes, which are pivotal in AML pathogenesis and therapy resistance. Methods This study explores the relationship between cuproptosis-related lncRNAs and AML prognosis, providing novel insights into their impact on hematopoietic stem and progenitor cells. Results We collected clinical information from 214 AML patients in our center and analyzed the association between granulocyte recovery after chemotherapy, cuproptosis, and prognosis. Additionally, we developed a prognostic model-the cuproptosis-associated long noncoding RNA prognostic model (CRLPM)-y analyzing data from The Cancer Genome Atlas (TCGA). Patients were stratified into high- and low-risk groups based on CRLPM, revealing significant survival differences. High-risk patients demonstrated lower sensitivity to chemotherapeutic agents such as Axitinib, GSK429286A, Navitoclax, and ZM-447439, underscoring the need for alternative therapeutic strategies. Discussion CRLPM offers a promising framework for integrating stem cell-focused approaches into personalized treatment regimens, paving the way for precision medicine in AML management.
Collapse
Affiliation(s)
- Zhuodong Chai
- Department of Pharmaceutical Sciences, Irma Lerma Rangel School of Pharmacy, Texas A&M University, College Station, TX, United States
| | - Zhongyue Yuan
- Department of Industrial and Molecular Pharmaceutics, Purdue University, West Lafayette, IN, United States
| | - Yifei Chen
- Department of Hematology, Jiangdu People’s Hospital, Yangzhou, China
| |
Collapse
|
16
|
Carter JL, Su Y, Al-Antary ET, Zhao J, Qiao X, Wang G, Edwards H, Polin L, Kushner J, Dzinic SH, White K, Buck SA, Hüttemann M, Allen JE, Prabhu VV, Yang J, Taub JW, Ge Y. ONC213: a novel strategy to resensitize resistant AML cells to venetoclax through induction of mitochondrial stress. J Exp Clin Cancer Res 2025; 44:10. [PMID: 39780285 PMCID: PMC11714820 DOI: 10.1186/s13046-024-03267-6] [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: 10/17/2024] [Accepted: 12/23/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND Venetoclax + azacitidine is a frontline treatment for older adult acute myeloid leukemia (AML) patients and a salvage therapy for relapsed/refractory patients who have been treated with intensive chemotherapy. While this is an important treatment option, many patients fail to achieve complete remission and of those that do, majority relapse. Leukemia stem cells (LSCs) are believed to be responsible for AML relapse and can be targeted through oxidative phosphorylation reduction. We previously reported that ONC213 disrupts oxidative phosphorylation and decreases Mcl-1 protein, which play a key role in venetoclax resistance. Here we investigated the antileukemic activity and underlying molecular mechanism of the combination of ONC213 + venetoclax against AML cells. METHODS Flow cytometry was used to determine drug-induced apoptosis. Protein level changes were determined by western blot. An AML cell line-derived xenograft mouse model was used to determine the effects of ONC213 + venetoclax on survival. A patient-derived xenograft (PDX) mouse model was used to determine drug effects on CD45+/CD34+/CD38-/CD123 + cells. Colony formation assays were used to assess drug effects on AML progenitor cells. Mcl-1 and Bax/Bak knockdown and Mcl-1 overexpression were used to confirm their role in the mechanism of action. The effect of ONC213 + venetoclax on mitochondrial respiration was determined using a Seahorse bioanalyzer. RESULTS ONC213 + venetoclax synergistically kills AML cells, including those resistant to venetoclax alone as well as venetoclax + azacitidine. The combination significantly reduced colony formation capacity of primary AML progenitors compared to the control and either treatment alone. Further, the combination prolonged survival in an AML cell line-derived xenograft model and significantly decreased LSCs in an AML PDX model. CONCLUSIONS ONC213 can resensitize VEN + AZA-resistant AML cells to venetoclax therapy and target LSCs ex vivo and in vivo.
Collapse
MESH Headings
- Humans
- Bridged Bicyclo Compounds, Heterocyclic/pharmacology
- Bridged Bicyclo Compounds, Heterocyclic/therapeutic use
- Sulfonamides/pharmacology
- Sulfonamides/therapeutic use
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/metabolism
- Leukemia, Myeloid, Acute/pathology
- Animals
- Mice
- Mitochondria/metabolism
- Mitochondria/drug effects
- Drug Resistance, Neoplasm/drug effects
- Cell Line, Tumor
- Xenograft Model Antitumor Assays
- Apoptosis/drug effects
- Female
Collapse
Affiliation(s)
- Jenna L Carter
- Cancer Biology Graduate Program, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- MD/PhD Program, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Yongwei Su
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Eman T Al-Antary
- Division of Pediatric Hematology/Oncology, Children's Hospital of Michigan, Detroit, MI, 48201, USA
- Department of Pediatrics, Central Michigan University College of Medicine, Mt. Pleasant, MI, 48859, USA
| | - Jianlei Zhao
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Xinan Qiao
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun, China
| | - Guan Wang
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun, China
| | - Holly Edwards
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Lisa Polin
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Juiwanna Kushner
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Sijana H Dzinic
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Kathryn White
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Steven A Buck
- Division of Pediatric Hematology/Oncology, Children's Hospital of Michigan, Detroit, MI, 48201, USA
| | - Maik Hüttemann
- Cancer Biology Graduate Program, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- Center for Molecular Medicine and Genetics, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | | | | | - Jay Yang
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Jeffrey W Taub
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA.
- Division of Pediatric Hematology/Oncology, Children's Hospital of Michigan, Detroit, MI, 48201, USA.
- Department of Pediatrics, Central Michigan University College of Medicine, Mt. Pleasant, MI, 48859, USA.
- Department of Pediatrics, Wayne State University School of Medicine, Detroit, MI, 48201, USA.
| | - Yubin Ge
- Cancer Biology Graduate Program, Wayne State University School of Medicine, Detroit, MI, 48201, USA.
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, 48201, USA.
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA.
| |
Collapse
|
17
|
Sokei J, Kanefsky J, Sykes SM. Reprogramming of Fatty Acid Metabolism in Acute Leukemia. J Cell Physiol 2025; 240:e70000. [PMID: 39835485 DOI: 10.1002/jcp.70000] [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: 05/08/2024] [Revised: 01/06/2025] [Accepted: 01/08/2025] [Indexed: 01/22/2025]
Abstract
Fatty acids are essential biomolecules that support several cellular processes, such as membrane structures, energy storage and production, as well as signal transduction. Accordingly, changes in fatty acid metabolism can have a significant impact on cell behavior, such as growth, survival, proliferation, differentiation, and motility. Therefore, it is not surprising that many aspects of fatty acid metabolism are frequently dysregulated in human cancer, including in highly aggressive blood cancers such as acute leukemia. The aims of this review are to summarize the aspects of fatty acid metabolism that are specifically coopted in acute leukemia as well as current preclinical strategies for targeting fatty acid metabolism in these cancers.
Collapse
Affiliation(s)
- Judith Sokei
- Division of Hematology & Oncology, Department of Pediatrics, School of Medicine, Washington University in Saint Louis, St. Louis, Missouri, USA
| | - Joice Kanefsky
- Department of Cancer and Cellular Biology, Lewis Katz School of Medicine, Temple University Health System, Philadelphia, Pennsylvania, USA
| | - Stephen M Sykes
- Division of Hematology & Oncology, Department of Pediatrics, School of Medicine, Washington University in Saint Louis, St. Louis, Missouri, USA
| |
Collapse
|
18
|
Saikawa Y, Komatsuzaki T, Nishiyama N, Hatta T. Cellular automata modelling of leukaemic stem cell dynamics in acute myeloid leukaemia: insights into predictive outcomes and targeted therapies. ROYAL SOCIETY OPEN SCIENCE 2025; 12:241202. [PMID: 39816742 PMCID: PMC11734627 DOI: 10.1098/rsos.241202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 11/16/2024] [Accepted: 12/03/2024] [Indexed: 01/18/2025]
Abstract
Acute myeloid leukaemia (AML) is a haematologic malignancy with high relapse rates in both adults and children. Leukaemic stem cells (LSCs) are central to leukaemopoiesis, treatment response and relapse and frequently associated with measurable residual disease (MRD). However, the dynamics of LSCs within the AML microenvironment is not fully understood. This study utilized three-dimensional cellular automata (CA) modelling to simulate LSC behaviour and treatment response under induction chemotherapy. Our study revealed: (i) a correlation between LSC persistence post-induction chemotherapy and risk of AML relapse; (ii) MRD negativity based on LSC count may not reliably predict outcomes, supporting clinical evidence that patients with MRD-negative status can still be at risk of relapse; (iii) prolonged persistence of LSCs post-chemotherapy without disruption of normal haematopoiesis, aligning with clinical observations of dormant AML clones; (iv) early LSC dynamics post-induction chemotherapy, characterized by stochastic behaviours and movement velocities, are insufficient predictors of long-term prognosis; and (v) a distinct spatiotemporal organization of LSCs in later phases post-induction chemotherapy is correlated with long-term outcomes. Our modelling results provide a theoretical and clinical framework for AML research, and future clinical data validation could refine the utility of CA modelling for oncological studies.
Collapse
Affiliation(s)
- Yutaka Saikawa
- Department of Pediatrics, Kanazawa Medical University, Uchinada, Ishikawa9200293, Japan
| | - Toshihiko Komatsuzaki
- Faculty of Frontier Engineering, Institute of Science and Engineering, Kanazawa University, Kakuma, Ishikawa9201192, Japan
| | - Nobuaki Nishiyama
- Graduate School of Natural Science and Technology, Kanazawa University, Kakuma, Ishikawa9201192, Japan
| | - Toshihisa Hatta
- Department of Anatomy, Kanazawa Medical University, Uchinada, Ishikawa9200293, Japan
| |
Collapse
|
19
|
Ahmed F, Zhong J. Advances in DNA/RNA Sequencing and Their Applications in Acute Myeloid Leukemia (AML). Int J Mol Sci 2024; 26:71. [PMID: 39795930 PMCID: PMC11720148 DOI: 10.3390/ijms26010071] [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: 11/04/2024] [Revised: 11/24/2024] [Accepted: 12/19/2024] [Indexed: 01/13/2025] Open
Abstract
Acute myeloid leukemia (AML) is an aggressive malignancy that poses significant challenges due to high rates of relapse and resistance to treatment, particularly in older populations. While therapeutic advances have been made, survival outcomes remain suboptimal. The evolution of DNA and RNA sequencing technologies, including whole-genome sequencing (WGS), whole-exome sequencing (WES), and RNA sequencing (RNA-Seq), has significantly enhanced our understanding of AML at the molecular level. These technologies have led to the discovery of driver mutations and transcriptomic alterations critical for improving diagnosis, prognosis, and personalized therapy development. Furthermore, single-cell RNA sequencing (scRNA-Seq) has uncovered rare subpopulations of leukemia stem cells (LSCs) contributing to disease progression and relapse. However, widespread clinical integration of these tools remains limited by costs, data complexity, and ethical challenges. This review explores recent advancements in DNA/RNA sequencing in AML and highlights both the potential and limitations of these techniques in clinical practice.
Collapse
Affiliation(s)
| | - Jiang Zhong
- Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA 92350, USA;
| |
Collapse
|
20
|
Fan Y, Sun L, He J, Chen Y, Ma H, Ding H. Siglec15 in blood system diseases: from bench to bedside. Front Immunol 2024; 15:1490505. [PMID: 39697338 PMCID: PMC11652361 DOI: 10.3389/fimmu.2024.1490505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Accepted: 11/13/2024] [Indexed: 12/20/2024] Open
Abstract
Inhibiting the PD-1/PD-L1 pathway using immunomodulators has demonstrated promising outcomes in clinics. Immunomodulators can effectively target immune checkpoints with a strong preference for the tumor microenvironment (TME). Besides, immunomodulators specifically target the recently discovered inhibitory immune checkpoint, sialic acid-binding immunoglobulin-like lectin (Siglec-15). Distinctive in its molecular composition, Siglec-15 has a unique molecular composition and been shown to be highly prevalent in numerous solid tumor tissues and tumor-associated macrophages (TAMs) in human subjects. Notably, Siglec-15 is up-regulated across various cancer types. As a result, Siglec-15 has attracted significant attention due to its exclusive nature concerning PD-L1 expression, suggesting its role in immune evasion in patients lacking PD-L1. Siglec-15 predominantly appears in certain populations and can promote tumor development by repressing T lymphocyte activation and proliferation, thereby facilitating tumor cell immune escape. Furthermore, Siglec-15 is implicated in osteoclast differentiation and bone remodeling, indicating that it is a promising target for next-generation cancer immunotherapies. Additionally, Siglec-15 can modulate immune responses to microbial infections. The current treatment strategies for hematological conditions predominantly include conventional intensive chemotherapy and transplantation methods. However, emerging immunotherapeutic approaches are increasingly recognized for their overall effectiveness, indicating that specific molecular targets should be identified. The expression of Siglec-15 within tumor cells may indicate a novel pathway for treating hematological malignancies. In this study, the biological attributes, expression patterns, and pathogenic mechanisms of Siglec-15 across various diseases were reviewed. The role of Siglec-15 in the pathogenesis and laboratory diagnosis of hematological disorders was also evaluated.
Collapse
Affiliation(s)
- Yujia Fan
- Baotou Medical College of Inner Mongolia University of Science and Technology, Baotou, Inner Mongolia, China
| | - Liangliang Sun
- Clinical Laboratory Medicine Centre, Inner Mongolia Autonomous Region People’s Hospital, Hohhot, Inner Mongolia, China
| | - Juan He
- Clinical Laboratory Medicine Centre, Inner Mongolia Autonomous Region People’s Hospital, Hohhot, Inner Mongolia, China
| | - Yuetong Chen
- Clinical Laboratory Medicine Centre, Inner Mongolia Autonomous Region People’s Hospital, Hohhot, Inner Mongolia, China
| | - Hongli Ma
- Baotou Medical College of Inner Mongolia University of Science and Technology, Baotou, Inner Mongolia, China
| | - Haitao Ding
- Clinical Laboratory Medicine Centre, Inner Mongolia Autonomous Region People’s Hospital, Hohhot, Inner Mongolia, China
| |
Collapse
|
21
|
Fu H, Xie X, Zhai L, Liu Y, Tang Y, He S, Li J, Xiao Q, Xu G, Yang Z, Zhang X, Liu Y. CX43-mediated mitochondrial transfer maintains stemness of KG-1a leukemia stem cells through metabolic remodeling. Stem Cell Res Ther 2024; 15:460. [PMID: 39623456 PMCID: PMC11613858 DOI: 10.1186/s13287-024-04079-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 11/25/2024] [Indexed: 12/06/2024] Open
Abstract
BACKGROUND Acute myeloid leukemia (AML) is characterized by abundant immature myeloid cells, relapse and refractory due to leukemia stem cells (LSCs). Bone marrow mesenchymal stem/ stromal cells (BMSCs) supported LSCs survival, meanwhile, chemotherapy improved connexin43 (CX43) expression. CX43, as the most intercellular gap junction, facilitated transmit mitochondria from BMSCs into AML. We hypothesized that increased mitochondria transferred from BMSCs supported metabolic remodeling in LSCs to sustain their stemness. METHODS Primary BMSCs from AML patients were isolated. CX43-BMSCs, overexpressing CX43, were cocultured with KG-1a cells. Fluorescence and confocal microscopy observed mitochondrial transfer. Flow cytometry, EdU assay, and clonogenicity evaluated cell cycle, proliferation, and clonogenic potential. Xenograft mouse models were used to evaluate the tumorigenicity of KG-1a in vivo. Seahorse, RNA-seq, and LC-MS assessed mitochondrial function, transcriptomes, and metabolites post-coculture. RESULTS CX43-BMSCs promoted unidirectional mitochondrial transfer, enhancing KG-1a adhesion and proliferation to maintain LSCs stemness in vitro and vivo. RNA-seq revealed coculture with CX43-BMSCs upregulated genes related to adhesion, proliferation, and migration in KG-1a cells. Elevated CX43 expression strengthened BMSCs-KG-1a interaction, facilitating mitochondrial transfer and nucleoside metabolism, fueling KG-1a cells. This enhanced mitochondrial energy metabolism, promoting metabolic reprogramming and clonogenicity. CONCLUSION CX43-mediated mitochondrial transfer from BMSCs to KG-1a enhances LSCs adhesion, proliferation, clonogenicity, and metabolic reprogramming. CX43 emerges as a potential therapeutic target for AML by sustaining LSCs stemness through metabolic remodeling.
Collapse
Affiliation(s)
- Huihui Fu
- Department of Hematology Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Xiaoqing Xie
- Department of Hematology Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Liuyue Zhai
- Department of Hematology Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Yi Liu
- Department of Hematology Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Yifeng Tang
- Department of Hematology Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Sanxiu He
- Department of Hematology Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Jun Li
- Department of Hematology Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Qing Xiao
- Department of Hematology Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Guofa Xu
- Department of Hematology Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
- Department of Hematology, Chongqing, Central Laboratory, Chongqing University Fuling Hospital, Chongqing University Fuling Hospital, Chongqing, China
| | - Zailin Yang
- Department of Hematology Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China.
| | - Xiaomei Zhang
- Department of Hematology Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China.
| | - Yao Liu
- Department of Hematology Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China.
| |
Collapse
|
22
|
Zhang S, Huang F, Wang Y, Long Y, Li Y, Kang Y, Gao W, Zhang X, Wen Y, Wang Y, Pan L, Xia Y, Yang Z, Yang Y, Mo H, Li B, Hu J, Song Y, Zhang S, Dong S, Du X, Li Y, Liu Y, Liao W, Gao Y, Zhang Y, Chen H, Liang Y, Chen J, Weng H, Huang H. NAT10-mediated mRNA N 4-acetylcytidine reprograms serine metabolism to drive leukaemogenesis and stemness in acute myeloid leukaemia. Nat Cell Biol 2024; 26:2168-2182. [PMID: 39506072 PMCID: PMC11628400 DOI: 10.1038/s41556-024-01548-y] [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: 02/28/2024] [Accepted: 09/27/2024] [Indexed: 11/08/2024]
Abstract
RNA modification has emerged as an important epigenetic mechanism that controls abnormal metabolism and growth in acute myeloid leukaemia (AML). However, the roles of RNA N4-acetylcytidine (ac4C) modification in AML remain elusive. Here, we report that ac4C and its catalytic enzyme NAT10 drive leukaemogenesis and sustain self-renewal of leukaemic stem cells/leukaemia-initiating cells through reprogramming serine metabolism. Mechanistically, NAT10 facilitates exogenous serine uptake and de novo biosynthesis through ac4C-mediated translation enhancement of the serine transporter SLC1A4 and the transcription regulators HOXA9 and MENIN that activate transcription of serine synthesis pathway genes. We further characterize fludarabine as an inhibitor of NAT10 and demonstrate that pharmacological inhibition of NAT10 targets serine metabolic vulnerability, triggering substantial anti-leukaemia effects both in vitro and in vivo. Collectively, our study demonstrates the functional importance of ac4C and NAT10 in metabolism control and leukaemogenesis, providing insights into the potential of targeting NAT10 for AML therapy.
Collapse
MESH Headings
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/pathology
- Leukemia, Myeloid, Acute/metabolism
- Humans
- Animals
- Mice
- Serine/metabolism
- Neoplastic Stem Cells/metabolism
- Neoplastic Stem Cells/pathology
- Neoplastic Stem Cells/drug effects
- RNA, Messenger/metabolism
- RNA, Messenger/genetics
- N-Terminal Acetyltransferases/metabolism
- N-Terminal Acetyltransferases/genetics
- Cell Line, Tumor
- Homeodomain Proteins/metabolism
- Homeodomain Proteins/genetics
- Cytidine/analogs & derivatives
- Cytidine/pharmacology
- Cytidine/metabolism
- Gene Expression Regulation, Leukemic/drug effects
- Mice, Inbred NOD
- Carcinogenesis/genetics
- Carcinogenesis/metabolism
Collapse
Affiliation(s)
- Subo Zhang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Feng Huang
- Guangzhou National Laboratory, The First Affiliated Hospital, The Fifth Affiliated Hospital, State Key Laboratory of Respiratory Diseases, Guangzhou Medical University, Guangzhou, China
- Bioland Laboratory, Guangzhou, China
| | - Yushuai Wang
- Guangzhou National Laboratory, The First Affiliated Hospital, The Fifth Affiliated Hospital, State Key Laboratory of Respiratory Diseases, Guangzhou Medical University, Guangzhou, China
| | - Yifei Long
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yuanpei Li
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yalin Kang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Weiwei Gao
- Guangzhou National Laboratory, The First Affiliated Hospital, The Fifth Affiliated Hospital, State Key Laboratory of Respiratory Diseases, Guangzhou Medical University, Guangzhou, China
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Xiuxin Zhang
- Bioland Laboratory, Guangzhou, China
- Shantou University Medical College, Shantou, China
| | - Yueting Wen
- Guangzhou National Laboratory, The First Affiliated Hospital, The Fifth Affiliated Hospital, State Key Laboratory of Respiratory Diseases, Guangzhou Medical University, Guangzhou, China
| | - Yun Wang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Lili Pan
- Fujian Institute of Hematology, Fujian Provincial Key Laboratory on Hematology, Department of Hematology, Fujian Medical University Union Hospital, Fuzhou, China
- Union Clinical Medical Colleges, Fujian Medical University, Fuzhou, China
| | - Youmei Xia
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Zhoutian Yang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Ying Yang
- Guangzhou National Laboratory, The First Affiliated Hospital, The Fifth Affiliated Hospital, State Key Laboratory of Respiratory Diseases, Guangzhou Medical University, Guangzhou, China
- Bioland Laboratory, Guangzhou, China
| | - Hongjie Mo
- Guangzhou National Laboratory, The First Affiliated Hospital, The Fifth Affiliated Hospital, State Key Laboratory of Respiratory Diseases, Guangzhou Medical University, Guangzhou, China
- Bioland Laboratory, Guangzhou, China
| | - Baiqing Li
- Guangzhou National Laboratory, The First Affiliated Hospital, The Fifth Affiliated Hospital, State Key Laboratory of Respiratory Diseases, Guangzhou Medical University, Guangzhou, China
- Bioland Laboratory, Guangzhou, China
| | - Jiacheng Hu
- Bioland Laboratory, Guangzhou, China
- Shantou University Medical College, Shantou, China
| | - Yunda Song
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Shilin Zhang
- Guangzhou National Laboratory, The First Affiliated Hospital, The Fifth Affiliated Hospital, State Key Laboratory of Respiratory Diseases, Guangzhou Medical University, Guangzhou, China
| | - Shenghua Dong
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Xiao Du
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yingmin Li
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yadi Liu
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Wenting Liao
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yijun Gao
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yaojun Zhang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Hongming Chen
- Guangzhou National Laboratory, The First Affiliated Hospital, The Fifth Affiliated Hospital, State Key Laboratory of Respiratory Diseases, Guangzhou Medical University, Guangzhou, China
- Bioland Laboratory, Guangzhou, China
| | - Yang Liang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Jianjun Chen
- Department of Systems Biology & Center for RNA Biology and Therapeutics, Beckman Research Institute of City of Hope, Monrovia, CA, USA
| | - Hengyou Weng
- Guangzhou National Laboratory, The First Affiliated Hospital, The Fifth Affiliated Hospital, State Key Laboratory of Respiratory Diseases, Guangzhou Medical University, Guangzhou, China.
- Bioland Laboratory, Guangzhou, China.
| | - Huilin Huang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China.
| |
Collapse
|
23
|
Huang X, Qi L, Lu W, Li Z, Li W, Li F. Retracted article: MYCN contributes to the sensitization of acute myelogenous leukemia cells to cisplatin by targeting SRY-box transcription factor 4. Bioengineered 2024; 15:1997697. [PMID: 34709111 PMCID: PMC10841026 DOI: 10.1080/21655979.2021.1997697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 10/20/2021] [Accepted: 10/21/2021] [Indexed: 10/20/2022] Open
Abstract
Xianbao Huang, Ling Qi, Wei Lu, Ziye Li, Wuping Li and Fei Li. MYCN contributes to the sensitization of acute myelogenous leukemia cells to cisplatin by targeting SRY-box transcription factor 4. Bioengineered. 2021 Oct. doi: 10.1080/21655979.2021.1997697.Since publication, significant concerns have been raised about the compliance with ethical policies for human research and the integrity of the data reported in the article.When approached for an explanation, the authors provided some original data but were not able to provide all the necessary supporting information. As verifying the validity of published work is core to the scholarly record's integrity, we are retracting the article. All authors listed in this publication have been informed.We have been informed in our decision-making by our editorial policies and the COPE guidelines.The retracted article will remain online to maintain the scholarly record, but it will be digitally watermarked on each page as 'Retracted.'
Collapse
Affiliation(s)
- Xianbao Huang
- Department of Hematology, The First Affiliated Hospital of Nanchang University, Nanchang City, Jiangxi Province, China
| | - Ling Qi
- Department of Hematology, The First Affiliated Hospital of Nanchang University, Nanchang City, Jiangxi Province, China
| | - Wei Lu
- Department of Hematology, The First Affiliated Hospital of Nanchang University, Nanchang City, Jiangxi Province, China
| | - Ziye Li
- Department of Hematology, The First Affiliated Hospital of Nanchang University, Nanchang City, Jiangxi Province, China
| | - Wuping Li
- Lymphoma and Myeloma Department, Jiangxi Cancer Hospital, Qingshan Lake District, Nanchang City, Jiangxi Province, China
| | - Fei Li
- Department of Hematology, The First Affiliated Hospital of Nanchang University, Nanchang City, Jiangxi Province, China
| |
Collapse
|
24
|
Köhnke T, Feng Y, Majeti R. A new era of functional experimentation in human hematopoiesis and leukemia research. Exp Hematol 2024; 140:104652. [PMID: 39362578 DOI: 10.1016/j.exphem.2024.104652] [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: 09/03/2024] [Revised: 09/19/2024] [Accepted: 09/21/2024] [Indexed: 10/05/2024]
Abstract
Functional experimentation has laid the foundation for our understanding of hematopoietic and leukemic stem cells. Yet, most recently, a flurry of descriptive studies of primary human cells, fueled by rapid technological advances in sequencing technologies, have emerged. These increasing opportunities to describe at great detail have taken precedence over rigorously interrogating functional mediators of biology, particularly in primary human cells. Here, we argue that an improved toolset of gene editing and stem cell biology technologies will allow the field to expand beyond extensive descriptive studies to more functional studies.
Collapse
Affiliation(s)
- Thomas Köhnke
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA
| | - Yang Feng
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA
| | - Ravindra Majeti
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA..
| |
Collapse
|
25
|
Rubino V, Hüppi M, Höpner S, Tortola L, Schnüriger N, Legenne H, Taylor L, Voggensperger S, Keller I, Bruggman R, Kronig MN, Bacher U, Kopf M, Ochsenbein AF, Riether C. IL-21/IL-21R signaling renders acute myeloid leukemia stem cells more susceptible to cytarabine treatment and CAR T cell therapy. Cell Rep Med 2024; 5:101826. [PMID: 39536753 PMCID: PMC11604404 DOI: 10.1016/j.xcrm.2024.101826] [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: 09/11/2023] [Revised: 07/31/2024] [Accepted: 10/21/2024] [Indexed: 11/16/2024]
Abstract
Self-renewal programs in leukemia stem cells (LSCs) predict poor prognosis in patients with acute myeloid leukemia (AML). We identify CD4+ T cell-derived interleukin (IL)-21 as an important negative regulator of self-renewal of LSCs. IL-21/IL-21R signaling favors asymmetric cell division and differentiation in LSCs through the activation of p38-MAPK signaling, resulting in reduced LSC numbers and significantly prolonged survival in murine AML models. In human AML, serum IL-21 at diagnosis is identified as an independent positive prognostic biomarker for outcome and correlates with improved survival and higher complete remission rates in patients that underwent high-dose chemotherapy. IL-21 treatment inhibits primary LSC function and enhances the effect of cytarabine and CD70 CAR T cell treatment on LSCs in vitro. Low-dose IL-21 treatment prolongs the survival of AML mice in syngeneic and xenograft experiments. Therefore, promoting IL-21/IL-21R signaling on LSCs may be an approach to reduce stemness and increase differentiation in AML.
Collapse
MESH Headings
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/pathology
- Leukemia, Myeloid, Acute/therapy
- Leukemia, Myeloid, Acute/metabolism
- Animals
- Humans
- Cytarabine/pharmacology
- Cytarabine/therapeutic use
- Neoplastic Stem Cells/metabolism
- Neoplastic Stem Cells/drug effects
- Neoplastic Stem Cells/pathology
- Interleukins/metabolism
- Signal Transduction/drug effects
- Mice
- Immunotherapy, Adoptive/methods
- Female
- Mice, Inbred C57BL
- Male
- Receptors, Interleukin-21/metabolism
- Receptors, Interleukin-21/genetics
- Cell Differentiation/drug effects
- Xenograft Model Antitumor Assays
- Cell Line, Tumor
- CD4-Positive T-Lymphocytes/immunology
- CD4-Positive T-Lymphocytes/metabolism
- CD4-Positive T-Lymphocytes/drug effects
Collapse
Affiliation(s)
- Viviana Rubino
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; Department for BioMedical Research (DBMR), University of Bern, Bern, Switzerland; Graduate School of Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
| | - Michelle Hüppi
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; Department for BioMedical Research (DBMR), University of Bern, Bern, Switzerland
| | - Sabine Höpner
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; Department for BioMedical Research (DBMR), University of Bern, Bern, Switzerland
| | - Luigi Tortola
- Institute for Molecular Health Sciences, Department of Biology, ETH Zurich, Zurich, Switzerland
| | - Noah Schnüriger
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; Department for BioMedical Research (DBMR), University of Bern, Bern, Switzerland; Graduate School of Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
| | - Hugo Legenne
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; Department for BioMedical Research (DBMR), University of Bern, Bern, Switzerland; Graduate School of Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
| | - Lea Taylor
- Interfaculty Bioinformatics Unit and SIB Swiss Institute of Bioinformatics, University of Bern, Bern, Switzerland
| | - Svenja Voggensperger
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; Department for BioMedical Research (DBMR), University of Bern, Bern, Switzerland
| | - Irene Keller
- Interfaculty Bioinformatics Unit and SIB Swiss Institute of Bioinformatics, University of Bern, Bern, Switzerland
| | - Remy Bruggman
- Interfaculty Bioinformatics Unit and SIB Swiss Institute of Bioinformatics, University of Bern, Bern, Switzerland
| | - Marie-Noëlle Kronig
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Ulrike Bacher
- Department of Hematology and Central Hematology Laboratory, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Manfred Kopf
- Institute for Molecular Health Sciences, Department of Biology, ETH Zurich, Zurich, Switzerland
| | - Adrian F Ochsenbein
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; Department for BioMedical Research (DBMR), University of Bern, Bern, Switzerland
| | - Carsten Riether
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; Department for BioMedical Research (DBMR), University of Bern, Bern, Switzerland.
| |
Collapse
|
26
|
Zeng AG, Iacobucci I, Shah S, Mitchell A, Wong G, Bansal S, Chen D, Gao Q, Kim H, Kennedy JA, Arruda A, Minden MD, Haferlach T, Mullighan CG, Dick JE. Single-cell transcriptional mapping reveals genetic and non-genetic determinants of aberrant differentiation in AML. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.12.26.573390. [PMID: 38234771 PMCID: PMC10793439 DOI: 10.1101/2023.12.26.573390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Abstract
In acute myeloid leukemia (AML), genetic mutations distort hematopoietic differentiation, resulting in the accumulation of leukemic blasts. Yet, it remains unclear how these mutations intersect with cellular origins and whether they converge upon similar differentiation patterns. Single-cell RNA sequencing (scRNA-seq) has enabled high-resolution mapping of the relationship between leukemia and normal cell states, yet this application is hampered by imprecise reference maps of normal hematopoiesis and small sample sizes among patient cohorts. As a first step we constructed a reference atlas of human bone marrow hematopoiesis from 263,519 single-cell transcriptomes spanning 55 cellular states, that was benchmarked against independent datasets of immunophenotypically pure hematopoietic stem and progenitor cells. Using this reference atlas, we mapped over 1.2 million single-cell transcriptomes spanning 318 AML, mixed phenotype acute leukemia (MPAL), and acute erythroid leukemia (AEL) samples. This large-scale analysis, together with systematic mapping of genotype-to-phenotype associations between driver mutations and differentiation landscapes, revealed convergence of diverse genetic alterations on twelve recurrent patterns of aberrant differentiation in AML. This included unconventional lymphoid and erythroid priming linked to RUNX1 and TP53 mutations, respectively. We also identified non-genetic determinants of AML differentiation such as two subgroups of KMT2A-rearranged AML that differ in the identity of their leukemic stem cells (LSCs), likely reflecting distinct cellular origins. Furthermore, distinct LSC-driven hierarchies can co-exist within individual patients, providing insights into AML evolution. Together, precise mapping of normal and malignant cell states provides a framework for advancing the study and disease classification of hematologic malignancies thereby informing therapy development.
Collapse
Affiliation(s)
- Andy G.X. Zeng
- Princess Margaret Cancer Centre, University Health Network; Toronto, ON, Canada
- Department of Molecular Genetics, University of Toronto; Toronto, ON, Canada
| | - Ilaria Iacobucci
- Department of Pathology, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Sayyam Shah
- Princess Margaret Cancer Centre, University Health Network; Toronto, ON, Canada
| | - Amanda Mitchell
- Princess Margaret Cancer Centre, University Health Network; Toronto, ON, Canada
| | - Gordon Wong
- Princess Margaret Cancer Centre, University Health Network; Toronto, ON, Canada
- Department of Molecular Genetics, University of Toronto; Toronto, ON, Canada
| | - Suraj Bansal
- Princess Margaret Cancer Centre, University Health Network; Toronto, ON, Canada
| | - David Chen
- Princess Margaret Cancer Centre, University Health Network; Toronto, ON, Canada
| | - Qingsong Gao
- Department of Pathology, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Hyerin Kim
- Princess Margaret Cancer Centre, University Health Network; Toronto, ON, Canada
- Department of Molecular Genetics, University of Toronto; Toronto, ON, Canada
| | - James A. Kennedy
- Division of Medical Oncology and Hematology, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Andrea Arruda
- Princess Margaret Cancer Centre, University Health Network; Toronto, ON, Canada
| | - Mark D. Minden
- Princess Margaret Cancer Centre, University Health Network; Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- Division of Medical Oncology and Hematology, University Health Network, Toronto, ON, Canada
| | | | - Charles G. Mullighan
- Department of Pathology, St Jude Children’s Research Hospital, Memphis, TN, USA
- Center of Excellence for Leukemia Studies, St. Jude Children’s Research Hospital, Memphis, TN
| | - John E. Dick
- Princess Margaret Cancer Centre, University Health Network; Toronto, ON, Canada
- Department of Molecular Genetics, University of Toronto; Toronto, ON, Canada
| |
Collapse
|
27
|
Li Y, Wang L, Wang J, Xin Y, Lyu X. Relationship between adipocytes and hematological tumors in the bone marrow microenvironment: a literature review. Transl Cancer Res 2024; 13:5691-5701. [PMID: 39525009 PMCID: PMC11543051 DOI: 10.21037/tcr-24-52] [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: 01/09/2024] [Accepted: 08/29/2024] [Indexed: 11/16/2024]
Abstract
Background and Objective The bone marrow microenvironment is closely related to normal hematopoiesis and hematologic tumors. Adipocytes are an important part of the bone marrow microenvironment, in which they can release free fatty acids (FFAs) through lipolysis and secrete adipocytokines, etc., and participate in normal hematopoiesis, which is closely related to the occurrence and treatment of hematological tumors. In this review, we aim to discuss how bone marrow adipocytes (BMAs) can influence the proliferation, apoptosis, and chemotherapy resistance of cancer cells by reprogramming lipid metabolism and the secretion of various adipocytokines. Methods Studies from 2000 to July 2024 were reviewed from PubMed, Springer Link, and the Web of Science using the keywords bone marrow microenvironment, adipocytes, lipid metabolism, adipocytokines, hematological tumor, cancer, and their combinations. Unreliable articles such as those that are old and have a low impact factor are excluded, and there is no restriction on language. Key Content and Findings Adipocytes can regulate the proliferation and differentiation of hematopoietic stem cells (HSCs) by secreting inflammatory factors and adipocytokines to maintain hematopoietic homeostasis. Adipocytes can also stimulate and accelerate the occurrence and progression of hematological tumors by secreting adipocytokines and mediating the reprogramming of lipid metabolism. Moreover, abundant adipocytes in bone marrow can protect tumor cells by physically blocking and/or secreting cytokines, leading to chemotherapy resistance. Conclusions Therefore, the targeted inhibition of related lipid metabolism pathways and adipocytokines might be a potential therapeutic target for hematological tumors, which would be helpful to inhibit tumor growth and correct chemotherapy resistance.
Collapse
Affiliation(s)
- Yuchun Li
- Central Laboratory, the Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, China
| | - Linlin Wang
- Central Laboratory, the Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, China
| | - Jingyu Wang
- Central Laboratory, the Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, China
| | - Yaping Xin
- Department of Endocrinology and Metabolic Diseases, the Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xiaodong Lyu
- Central Laboratory, the Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, China
| |
Collapse
|
28
|
Köhnke T, Karigane D, Hilgart E, Fan AC, Kayamori K, Miyauchi M, Collins CT, Suchy FP, Rangavajhula A, Feng Y, Nakauchi Y, Martinez-Montes E, Fowler JL, Loh KM, Nakauchi H, Koldobskiy MA, Feinberg AP, Majeti R. DNMT3A R882H Is Not Required for Disease Maintenance in Primary Human AML, but Is Associated With Increased Leukemia Stem Cell Frequency. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.26.620318. [PMID: 39553934 PMCID: PMC11565803 DOI: 10.1101/2024.10.26.620318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2024]
Abstract
Genetic mutations are being thoroughly mapped in human cancers, yet a fundamental question in cancer biology is whether such mutations are functionally required for cancer initiation, maintenance of established cancer, or both. Here, we study this question in the context of human acute myeloid leukemia (AML), where DNMT3A R882 missense mutations often arise early, in pre-leukemic clonal hematopoiesis, and corrupt the DNA methylation landscape to initiate leukemia. We developed CRISPR-based methods to directly correct DNMT3A R882 mutations in leukemic cells obtained from patients. Surprisingly, DNMT3A R882 mutations were largely dispensable for disease maintenance. Replacing DNMT3A R882 mutants with wild-type DNMT3A did not impair the ability of AML cells to engraft in vivo, and minimally altered DNA methylation. Taken together, DNMT3A R882 mutations are initially necessary for AML initiation, but are largely dispensable for disease maintenance. The notion that initiating oncogenes differ from those that maintain cancer has important implications for cancer evolution and therapy.
Collapse
Affiliation(s)
- Thomas Köhnke
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| | - Daiki Karigane
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| | - Eleanor Hilgart
- Center for Epigenetics and Department of Medicine, Johns Hopkins University School of Medicine; Baltimore, MD, 21205, USA
| | - Amy C. Fan
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| | - Kensuke Kayamori
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| | - Masashi Miyauchi
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| | - Cailin T. Collins
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| | - Fabian P. Suchy
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| | - Athreya Rangavajhula
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| | - Yang Feng
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| | - Yusuke Nakauchi
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| | - Eduardo Martinez-Montes
- Center for Epigenetics and Department of Medicine, Johns Hopkins University School of Medicine; Baltimore, MD, 21205, USA
| | - Jonas L. Fowler
- Department of Developmental Biology and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| | - Kyle M. Loh
- Department of Developmental Biology and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| | - Hiromitsu Nakauchi
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| | - Michael A. Koldobskiy
- Center for Epigenetics and Department of Medicine, Johns Hopkins University School of Medicine; Baltimore, MD, 21205, USA
| | - Andrew P. Feinberg
- Center for Epigenetics and Department of Medicine, Johns Hopkins University School of Medicine; Baltimore, MD, 21205, USA
| | - Ravindra Majeti
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University; Stanford, CA, 94305, USA
| |
Collapse
|
29
|
Tian Y, Guo J, Mao L, Chen Z, Zhang X, Li Y, Zhang Y, Zha X, Luo OJ. Single-cell dissection reveals promotive role of ENO1 in leukemia stem cell self-renewal and chemoresistance in acute myeloid leukemia. Stem Cell Res Ther 2024; 15:347. [PMID: 39380054 PMCID: PMC11463110 DOI: 10.1186/s13287-024-03969-w] [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: 07/31/2024] [Accepted: 09/30/2024] [Indexed: 10/10/2024] Open
Abstract
BACKGROUND Quiescent self-renewal of leukemia stem cells (LSCs) and resistance to conventional chemotherapy are the main factors leading to relapse of acute myeloid leukemia (AML). Alpha-enolase (ENO1), a key glycolytic enzyme, has been shown to regulate embryonic stem cell differentiation and promote self-renewal and malignant phenotypes in various cancer stem cells. Here, we sought to test whether and how ENO1 influences LSCs renewal and chemoresistance within the context of AML. METHODS We analyzed single-cell RNA sequencing data from bone marrow samples of 8 relapsed/refractory AML patients and 4 healthy controls using bioinformatics and machine learning algorithms. In addition, we compared ENO1 expression levels in the AML cohort with those in 37 control subjects and conducted survival analyses to correlate ENO1 expression with clinical outcomes. Furthermore, we performed functional studies involving ENO1 knockdown and inhibition in AML cell line. RESULTS We used machine learning to model and infer malignant cells in AML, finding more primitive malignant cells in the non-response (NR) group. The differentiation capacity of LSCs and progenitor malignant cells exhibited an inverse correlation with glycolysis levels. Trajectory analysis indicated delayed myeloid cell differentiation in NR group, with high ENO1-expressing LSCs at the initial stages of differentiation being preserved post-treatment. Simultaneously, ENO1 and stemness-related genes were upregulated and co-expressed in malignant cells during early differentiation. ENO1 level in our AML cohort was significantly higher than the controls, with higher levels in NR compared to those in complete remission. Knockdown of ENO1 in AML cell line resulted in the activation of LSCs, promoting cell differentiation and apoptosis, and inhibited proliferation. ENO1 inhibitor can impede the proliferation of AML cells. Furthermore, survival analyses associated higher ENO1 expression with poorer outcome in AML patients. CONCLUSIONS Our findings underscore the critical role of ENO1 as a plausible driver of LSC self-renewal, a potential target for AML target therapy and a biomarker for AML prognosis.
Collapse
MESH Headings
- Humans
- Leukemia, Myeloid, Acute/metabolism
- Leukemia, Myeloid, Acute/pathology
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/genetics
- Phosphopyruvate Hydratase/metabolism
- Phosphopyruvate Hydratase/genetics
- Neoplastic Stem Cells/metabolism
- Neoplastic Stem Cells/pathology
- Tumor Suppressor Proteins/metabolism
- Tumor Suppressor Proteins/genetics
- Female
- Drug Resistance, Neoplasm
- Single-Cell Analysis
- DNA-Binding Proteins/metabolism
- DNA-Binding Proteins/genetics
- Male
- Middle Aged
- Cell Self Renewal
- Adult
- Cell Line, Tumor
- Cell Differentiation
- Aged
- Biomarkers, Tumor
Collapse
Affiliation(s)
- Yun Tian
- Key Laboratory for Regenerative Medicine of Ministry of Education, Institute of Hematology, Jinan University, Guangzhou, 510632, China
- Department of Hematology, First Affiliated Hospital of Jinan University, Guangzhou, 510632, China
- Department of Systems Biomedical Sciences, School of Medicine, Jinan University, Guangzhou, 510632, China
| | - Jiafan Guo
- Department of Hematology, First Affiliated Hospital of Jinan University, Guangzhou, 510632, China
- Department of Clinical Laboratory, First Affiliated Hospital of Jinan University, Guangzhou, 510632, China
| | - Lipeng Mao
- Department of Systems Biomedical Sciences, School of Medicine, Jinan University, Guangzhou, 510632, China
| | - Zhixi Chen
- Key Laboratory for Regenerative Medicine of Ministry of Education, Institute of Hematology, Jinan University, Guangzhou, 510632, China
- Department of Hematology, First Affiliated Hospital of Jinan University, Guangzhou, 510632, China
| | - Xingwei Zhang
- Department of Hematology, First Affiliated Hospital of Jinan University, Guangzhou, 510632, China
- Department of Clinical Laboratory, First Affiliated Hospital of Jinan University, Guangzhou, 510632, China
| | - Yangqiu Li
- Key Laboratory for Regenerative Medicine of Ministry of Education, Institute of Hematology, Jinan University, Guangzhou, 510632, China.
- Department of Hematology, First Affiliated Hospital of Jinan University, Guangzhou, 510632, China.
| | - Yikai Zhang
- Key Laboratory for Regenerative Medicine of Ministry of Education, Institute of Hematology, Jinan University, Guangzhou, 510632, China.
- Department of Hematology, First Affiliated Hospital of Jinan University, Guangzhou, 510632, China.
- Guangdong Provincial Key Laboratory of Spine and Spinal Cord Reconstruction, The Fifth Affiliated Hospital of Jinan University (Heyuan Shenhe People's Hospital), Jinan University, Heyuan, 517000, China.
| | - Xianfeng Zha
- Department of Clinical Laboratory, First Affiliated Hospital of Jinan University, Guangzhou, 510632, China.
| | - Oscar Junhong Luo
- Department of Systems Biomedical Sciences, School of Medicine, Jinan University, Guangzhou, 510632, China.
| |
Collapse
|
30
|
Boutzen H, Murison A, Oriecuia A, Bansal S, Arlidge C, Wang JCY, Lupien M, Kaufmann KB, Dick JE. Identification of leukemia stem cell subsets with distinct transcriptional, epigenetic and functional properties. Leukemia 2024; 38:2090-2101. [PMID: 39169113 PMCID: PMC11436360 DOI: 10.1038/s41375-024-02358-9] [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: 01/03/2024] [Revised: 07/02/2024] [Accepted: 07/17/2024] [Indexed: 08/23/2024]
Abstract
The leukemia stem cell (LSC) compartment is a complex reservoir fueling disease progression in acute myeloid leukemia (AML). The existence of heterogeneity within this compartment is well documented but prior studies have focused on genetic heterogeneity without being able to address functional heterogeneity. Understanding this heterogeneity is critical for the informed design of therapies targeting LSC, but has been hampered by LSC scarcity and the lack of reliable cell surface markers for viable LSC isolation. To overcome these challenges, we turned to the patient-derived OCI-AML22 cell model. This model includes functionally, transcriptionally and epigenetically characterized LSC broadly representative of LSC found in primary AML samples. Focusing on the pool of LSC, we used an integrated approach combining xenograft assays with single-cell analysis to identify two LSC subtypes with distinct transcriptional, epigenetic and functional properties. These LSC subtypes differed in depth of quiescence, differentiation potential, repopulation capacity, sensitivity to chemotherapy and could be isolated based on CD112 expression. A majority of AML patient samples had transcriptional signatures reflective of either LSC subtype, and some even showed coexistence within an individual sample. This work provides a framework for investigating the LSC compartment and designing combinatorial therapeutic strategies in AML.
Collapse
Affiliation(s)
- Héléna Boutzen
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 0A3, Canada.
| | - Alex Murison
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 0A3, Canada
| | - Alexa Oriecuia
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 0A3, Canada
| | - Suraj Bansal
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 0A3, Canada
| | - Christopher Arlidge
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 0A3, Canada
| | - Jean C Y Wang
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 0A3, Canada
- Division of Medical Oncology and Hematology, Department of Medicine, University Health Network, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Mathieu Lupien
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 0A3, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, M5S 1A4, Canada
| | - Kerstin B Kaufmann
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 0A3, Canada.
| | - John E Dick
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 0A3, Canada.
- Department of Molecular Genetics, University of Toronto, Toronto, ON, M5S 1A8, Canada.
| |
Collapse
|
31
|
Wang YQ, Ren Y, Gale RP, Niu LT, Huang XJ. Sphingosine-1 phosphate receptor 1 (S1PR1) expression maintains stemness of acute myeloid leukemia stem cells. Cancer Lett 2024; 600:217158. [PMID: 39111385 DOI: 10.1016/j.canlet.2024.217158] [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: 04/16/2024] [Revised: 07/24/2024] [Accepted: 08/02/2024] [Indexed: 08/17/2024]
Abstract
Acute myeloid leukemia (AML) arises from leukemia stem cells (LSCs) and is maintained by cells which have acquired features of stemness. We compared transcription profiles of AML cells with/without stem cell features defined as in vitro clonogenicity and serial engraftment in immune-deficient mice xenograft model. We used multi-parameter flow cytometry (MPFC) to separate CD34+ bone marrow-derived leukemia cells into sphingosine-1 phosphate receptor 1 (S1PR1)+ and S1PR1- fractions. Cells in the S1PR1+ fraction demonstrated significantly higher clonogenicity and higher engraftment potential compared with those in the S1PR1- fraction. In contrast, CD34+ bone marrow cells from normal samples showed reduced clonogenicity in the S1PR1+ fraction compared with the S1PR1- fraction. Inhibition of S1PR1 expression in an AML cell line reduced the colony-forming potential of KG1 cells. Transcriptomic analyses and rescue experiments indicated PI3K/AKT pathway and MYBL2 are downstream mediators of S1PR1-associated stemness. These findings implicate S1PR1 as a functional biomarker of LSCs and suggest its potential as a therapeutic target in AML treatment.
Collapse
Affiliation(s)
- Yu-Qing Wang
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematological Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Yue Ren
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematological Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China
| | - Robert Peter Gale
- Centre for Hematology Research, Department of Immunology and Inflammation, Imperial College London, London, UK
| | - Li-Ting Niu
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematological Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China
| | - Xiao-Jun Huang
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematological Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China.
| |
Collapse
|
32
|
Kim J, Schanzer N, Singh RS, Zaman MI, Garcia-Medina JS, Proszynski J, Ganesan S, Dan Landau, Park CY, Melnick AM, Mason CE. DOGMA-seq and multimodal, single-cell analysis in acute myeloid leukemia. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2024; 390:67-108. [PMID: 39864897 DOI: 10.1016/bs.ircmb.2024.08.001] [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: 01/28/2025]
Abstract
Acute myeloid leukemia (AML) is a complex cancer, yet advances in recent years from integrated genomics methods have helped improve diagnosis, treatment, and means of patient stratification. A recent example of a powerful, multimodal method is DOGMA-seq, which can measure chromatin accessibility, gene expression, and cell-surface protein levels from the same individual cell simultaneously. Previous bimodal single-cell techniques, such as CITE-seq (Cellular indexing of transcriptomes and epitopes), have only permitted the transcriptome and cell-surface protein expression measurement. DOGMA-seq, however, builds on this foundation and has implications for examining epigenomic, transcriptomic, and proteomic interactions between various cell types. This technique has the potential to be particularly useful in the study of cancers such as AML. This is because the cellular mechanisms that drive AML are rather heterogeneous and require a more complete understanding of the interplay between the genetic mutations, disruptions in RNA transcription and translation, and surface protein expression that cause these cancers to develop and evolve. This technique will hopefully contribute to a more clear and complete understanding of the growth and progression of complex cancers.
Collapse
Affiliation(s)
- JangKeun Kim
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, United States; The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, United States
| | - Nathan Schanzer
- School of Medicine, New York Medical College, Valhalla, NY, United States
| | - Ruth Subhash Singh
- Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY, United States
| | - Mohammed I Zaman
- Department of Biophysics and Physiology, Stony Brook University, Stony Brook, NY, United States
| | - J Sebastian Garcia-Medina
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, United States; The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, United States
| | - Jacqueline Proszynski
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, United States; The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, United States
| | - Saravanan Ganesan
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, United States; Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, New York, NY, United States; New York Genome Center, New York, NY, United States
| | - Dan Landau
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, United States; Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, New York, NY, United States
| | | | - Ari M Melnick
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, United States; Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, New York, NY, United States
| | - Christopher E Mason
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, United States; The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, United States.
| |
Collapse
|
33
|
Hei Z, Yang S, Ouyang G, Hanna J, Lepoivre M, Huynh T, Aguinaga L, Cassinat B, Maslah N, Bourge M, Golinelli-Cohen MP, Guittet O, Vallières C, Vernis L, Fenaux P, Huang ME. Targeting the redox vulnerability of acute myeloid leukaemia cells with a combination of auranofin and vitamin C. Br J Haematol 2024; 205:1017-1030. [PMID: 39087522 DOI: 10.1111/bjh.19680] [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: 05/07/2024] [Accepted: 07/19/2024] [Indexed: 08/02/2024]
Abstract
Acute myeloid leukaemia (AML) is a heterogeneous disease characterized by complex molecular and cytogenetic abnormalities. Pro-oxidant cellular redox status is a common hallmark of AML cells, providing a rationale for redox-based anticancer strategy. We previously discovered that auranofin (AUF), initially used for the treatment of rheumatoid arthritis and repositioned for its anticancer activity, can synergize with a pharmacological concentration of vitamin C (VC) against breast cancer cell line models. In this study, we observed that this drug combination synergistically and efficiently killed cells of leukaemic cell lines established from different myeloid subtypes. In addition to an induced elevation of reactive oxygen species and ATP depletion, a rapid dephosphorylation of 4E-BP1 and p70S6K, together with a strong inhibition of protein synthesis were early events in response to AUF/VC treatment, suggesting their implication in AUF/VC-induced cytotoxicity. Importantly, a study on 22 primary AML specimens from various AML subtypes showed that AUF/VC combinations at pharmacologically achievable concentrations were effective to eradicate primary leukaemic CD34+ cells from the majority of these samples, while being less toxic to normal cord blood CD34+ cells. Our findings indicate that targeting the redox vulnerability of AML with AUF/VC combinations could present a potential anti-AML therapeutic approach.
Collapse
Affiliation(s)
- Zhiliang Hei
- Université Paris-Saclay, Institut de Chimie des Substances Naturelles, CNRS UPR 2301, Gif-sur-Yvette, France
| | - Shujun Yang
- Department of Hematology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Guifang Ouyang
- Department of Hematology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Jolimar Hanna
- Université Paris-Saclay, Institut de Chimie des Substances Naturelles, CNRS UPR 2301, Gif-sur-Yvette, France
| | - Michel Lepoivre
- Université Paris-Saclay, Institut de Chimie des Substances Naturelles, CNRS UPR 2301, Gif-sur-Yvette, France
| | - Tony Huynh
- Service d'Hématologie Séniors, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, Université de Paris Cité, Paris, France
| | - Lorea Aguinaga
- Service d'Hématologie Séniors, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, Université de Paris Cité, Paris, France
| | - Bruno Cassinat
- INSERM UMR 1131, Université Paris Cité, Hôpital Saint-Louis, IRSL, Paris, France
| | - Nabih Maslah
- INSERM UMR 1131, Université Paris Cité, Hôpital Saint-Louis, IRSL, Paris, France
| | - Mickaël Bourge
- Cytometry Facility, Imagerie-Gif, Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | | | - Olivier Guittet
- Université Paris-Saclay, Institut de Chimie des Substances Naturelles, CNRS UPR 2301, Gif-sur-Yvette, France
| | - Cindy Vallières
- Université Paris-Saclay, Institut de Chimie des Substances Naturelles, CNRS UPR 2301, Gif-sur-Yvette, France
| | - Laurence Vernis
- Université Paris-Saclay, Institut de Chimie des Substances Naturelles, CNRS UPR 2301, Gif-sur-Yvette, France
| | - Pierre Fenaux
- Service d'Hématologie Séniors, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, Université de Paris Cité, Paris, France
| | - Meng-Er Huang
- Université Paris-Saclay, Institut de Chimie des Substances Naturelles, CNRS UPR 2301, Gif-sur-Yvette, France
| |
Collapse
|
34
|
Yu PC, Hou D, Chang B, Liu N, Xu CH, Chen X, Hu CL, Liu T, Wang X, Zhang Q, Liu P, Jiang Y, Fei MY, Zong LJ, Zhang JY, Liu H, Chen BY, Chen SB, Wang Y, Li ZJ, Li X, Deng CH, Ren YY, Zhao M, Jiang S, Wang R, Jin J, Yang S, Xue K, Shi J, Chang CK, Shen S, Wang Z, He PC, Chen Z, Chen SJ, Sun XJ, Wang L. SMARCA5 reprograms AKR1B1-mediated fructose metabolism to control leukemogenesis. Dev Cell 2024; 59:1954-1971.e7. [PMID: 38776924 DOI: 10.1016/j.devcel.2024.04.023] [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: 11/14/2023] [Revised: 03/13/2024] [Accepted: 04/30/2024] [Indexed: 05/25/2024]
Abstract
A significant variation in chromatin accessibility is an epigenetic feature of leukemia. The cause of this variation in leukemia, however, remains elusive. Here, we identify SMARCA5, a core ATPase of the imitation switch (ISWI) chromatin remodeling complex, as being responsible for aberrant chromatin accessibility in leukemia cells. We find that SMARCA5 is required to maintain aberrant chromatin accessibility for leukemogenesis and then promotes transcriptional activation of AKR1B1, an aldo/keto reductase, by recruiting transcription co-activator DDX5 and transcription factor SP1. Higher levels of AKR1B1 are associated with a poor prognosis in leukemia patients and promote leukemogenesis by reprogramming fructose metabolism. Moreover, pharmacological inhibition of AKR1B1 has been shown to have significant therapeutic effects in leukemia mice and leukemia patient cells. Thus, our findings link the aberrant chromatin state mediated by SMARCA5 to AKR1B1-mediated endogenous fructose metabolism reprogramming and shed light on the essential role of AKR1B1 in leukemogenesis, which may provide therapeutic strategies for leukemia.
Collapse
Affiliation(s)
- Peng-Cheng Yu
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China; Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Dan Hou
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Binhe Chang
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Na Liu
- Department of Hematology, Institute of Hematology, Shanghai Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Chun-Hui Xu
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Xinchi Chen
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Cheng-Long Hu
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Ting Liu
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Xiaoning Wang
- Department of Hematology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Qunling Zhang
- Department of Medical Oncology, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Ping Liu
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Yilun Jiang
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Ming-Yue Fei
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Li-Juan Zong
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Jia-Ying Zhang
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Hui Liu
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Bing-Yi Chen
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Shu-Bei Chen
- School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Yong Wang
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Zi-Juan Li
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Xiya Li
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Chu-Han Deng
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Yi-Yi Ren
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Muying Zhao
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Shiyu Jiang
- Department of Medical Oncology, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Roujia Wang
- Department of Hematology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai 200233, China
| | - Jiacheng Jin
- Department of Hematology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai 200233, China
| | - Shaoxin Yang
- Department of Hematology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, China
| | - Kai Xue
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Jun Shi
- Department of Hematology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, China
| | - Chun-Kang Chang
- Department of Hematology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai 200233, China
| | - Shuhong Shen
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Zhikai Wang
- MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, University of Science and Technology of China, Hefei 230027, China
| | - Peng-Cheng He
- Department of Hematology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Zhu Chen
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Sai-Juan Chen
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Xiao-Jian Sun
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Lan Wang
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.
| |
Collapse
|
35
|
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.
Collapse
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
| |
Collapse
|
36
|
Caulier B, Joaquina S, Gelebart P, Dowling TH, Kaveh F, Thomas M, Tandaric L, Wernhoff P, Katyayini NU, Wogsland C, Gjerstad ME, Fløisand Y, Kvalheim G, Marr C, Kobold S, Enserink JM, Gjertsen BT, McCormack E, Inderberg EM, Wälchli S. CD37 is a safe chimeric antigen receptor target to treat acute myeloid leukemia. Cell Rep Med 2024; 5:101572. [PMID: 38754420 PMCID: PMC11228397 DOI: 10.1016/j.xcrm.2024.101572] [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: 10/30/2023] [Revised: 03/05/2024] [Accepted: 04/23/2024] [Indexed: 05/18/2024]
Abstract
Acute myeloid leukemia (AML) is characterized by the accumulation of immature myeloid cells in the bone marrow and the peripheral blood. Nearly half of the AML patients relapse after standard induction therapy, and new forms of therapy are urgently needed. Chimeric antigen receptor (CAR) T therapy has so far not been successful in AML due to lack of efficacy and safety. Indeed, the most attractive antigen targets are stem cell markers such as CD33 or CD123. We demonstrate that CD37, a mature B cell marker, is expressed in AML samples, and its presence correlates with the European LeukemiaNet (ELN) 2017 risk stratification. We repurpose the anti-lymphoma CD37CAR for the treatment of AML and show that CD37CAR T cells specifically kill AML cells, secrete proinflammatory cytokines, and control cancer progression in vivo. Importantly, CD37CAR T cells display no toxicity toward hematopoietic stem cells. Thus, CD37 is a promising and safe CAR T cell AML target.
Collapse
MESH Headings
- Humans
- Leukemia, Myeloid, Acute/therapy
- Leukemia, Myeloid, Acute/immunology
- Leukemia, Myeloid, Acute/pathology
- Receptors, Chimeric Antigen/immunology
- Receptors, Chimeric Antigen/metabolism
- Animals
- Immunotherapy, Adoptive/methods
- Mice
- Tetraspanins/immunology
- Cell Line, Tumor
- T-Lymphocytes/immunology
- Antigens, Differentiation, Myelomonocytic/metabolism
- Antigens, Differentiation, Myelomonocytic/immunology
- Female
- Male
- Antigens, Neoplasm
Collapse
Affiliation(s)
- Benjamin Caulier
- Translational Research Unit, Section for Cellular Therapy, Department of Oncology, Oslo University Hospital, Oslo, Norway; Institute for Cancer Research, Department of Molecular Cell Biology, Oslo University Hospital, Oslo, Norway; Center for Cancer Cell Reprogramming (CanCell), Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Sandy Joaquina
- Translational Research Unit, Section for Cellular Therapy, Department of Oncology, Oslo University Hospital, Oslo, Norway
| | - Pascal Gelebart
- Department of Clinical Science, Precision Oncology Research Group, University of Bergen, 5021 Bergen, Norway; Centre for Cancer Biomarkers (CCBIO), University of Bergen, Bergen, Norway
| | - Tara Helén Dowling
- Department of Clinical Science, Precision Oncology Research Group, University of Bergen, 5021 Bergen, Norway; Centre for Pharmacy, Department of Clinical Science, University of Bergen, Bergen, Norway; Centre for Cancer Biomarkers (CCBIO), University of Bergen, Bergen, Norway
| | - Fatemeh Kaveh
- Translational Research Unit, Section for Cellular Therapy, Department of Oncology, Oslo University Hospital, Oslo, Norway
| | - Moritz Thomas
- Institue of AI for Health, Helmholtz Munich, 85764 Neuherberg, Germany; School of Life Sciences Weihenstephan, Technical University of Munich, Freising, Germany
| | - Luka Tandaric
- Centre for Cancer Biomarkers (CCBIO), University of Bergen, Bergen, Norway; Department of Obstetrics and Gynecology, Haukeland University Hospital, Bergen, Norway
| | - Patrik Wernhoff
- Translational Research Unit, Section for Cellular Therapy, Department of Oncology, Oslo University Hospital, Oslo, Norway
| | - Niveditha Umesh Katyayini
- Institute for Cancer Research, Department of Molecular Cell Biology, Oslo University Hospital, Oslo, Norway; Center for Cancer Cell Reprogramming (CanCell), Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Cara Wogsland
- Department of Clinical Science, Precision Oncology Research Group, University of Bergen, 5021 Bergen, Norway; Centre for Cancer Biomarkers (CCBIO), University of Bergen, Bergen, Norway
| | - May Eriksen Gjerstad
- Department of Clinical Science, Precision Oncology Research Group, University of Bergen, 5021 Bergen, Norway; Centre for Cancer Biomarkers (CCBIO), University of Bergen, Bergen, Norway
| | - Yngvar Fløisand
- Institute for Cancer Research, Department of Molecular Cell Biology, Oslo University Hospital, Oslo, Norway
| | - Gunnar Kvalheim
- Translational Research Unit, Section for Cellular Therapy, Department of Oncology, Oslo University Hospital, Oslo, Norway
| | - Carsten Marr
- Institue of AI for Health, Helmholtz Munich, 85764 Neuherberg, Germany
| | - Sebastian Kobold
- Division of Clinical Pharmacology, Department of Medicine IV, University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany; German Center for Translational Cancer Research (DKTK), Partner Site Munich, Munich, Germany; Einheit für Klinische Pharmakologie (EKLiP), Helmholtz Zentrum München, Research Center for Environmental Health (HMGU), Neuherberg, Germany
| | - Jorrit M Enserink
- Institute for Cancer Research, Department of Molecular Cell Biology, Oslo University Hospital, Oslo, Norway; Center for Cancer Cell Reprogramming (CanCell), Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway; Section for Biochemistry and Molecular Biology, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
| | - Bjørn Tore Gjertsen
- Centre for Cancer Biomarkers (CCBIO), University of Bergen, Bergen, Norway; Department of Medicine, Hematology Section, Haukeland University Hospital, Bergen, Norway
| | - Emmet McCormack
- Department of Clinical Science, Precision Oncology Research Group, University of Bergen, 5021 Bergen, Norway; Centre for Pharmacy, Department of Clinical Science, University of Bergen, Bergen, Norway; Centre for Cancer Biomarkers (CCBIO), University of Bergen, Bergen, Norway
| | - Else Marit Inderberg
- Translational Research Unit, Section for Cellular Therapy, Department of Oncology, Oslo University Hospital, Oslo, Norway
| | - Sébastien Wälchli
- Translational Research Unit, Section for Cellular Therapy, Department of Oncology, Oslo University Hospital, Oslo, Norway.
| |
Collapse
|
37
|
Wang Q, Duan Y, Zan Z, Yang K, Wang J, Jia F, Tan Y, Wang H, Li L. The Study of SRSF1 Regulates Abnormal Alternative Splicing of BCL2L11 and the Role in Refractory Acute Myeloid Leukemia. Chemotherapy 2024; 69:224-236. [PMID: 38763139 DOI: 10.1159/000539414] [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: 12/16/2023] [Accepted: 05/16/2024] [Indexed: 05/21/2024]
Abstract
INTRODUCTION Abnormalities in splicing factors, such as mutations or deregulated expression, can lead to aberrant splicing of target genes, potentially contributing to the pathogenesis of acute myeloid leukemia (AML). Despite this, the precise mechanism underlying the abnormal alternative splicing (AS) induced by SRSF1, a splicing factor associated with poor AML prognosis, remains elusive. METHODS Using strict splicing criteria, we globally screened for AS events in NPMc-positive and NPMc-negative AML samples from TCGA. An AS network associated with AML prognosis was then established. Functional assays, including CCK-8, flow cytometry, and Western blot, were conducted on K562 and THP-1 cells overexpressing SRSF1. Cell viability following 72-h Omipalisib treatment was also assessed. To explore the mechanism of SRSF1-induced AS, we created a BCL2L11 miniGene with a site-specific mutation at its branch point. The AS patterns of both wild-type and mutant miniGenes were analyzed following SRSF1 overexpression in HEK-293T, along with the subcellular localization of different spliceosomes. RESULTS SRSF1 was significantly associated with AML prognosis. Notably, its expression was markedly upregulated in refractory AML patients compared to those with a favorable chemotherapy response. Overexpression of SRSF1 promoted THP-1 cell proliferation, suppressed apoptosis, and reduced sensitivity to Omipalisib. Mechanistically, SRSF1 recognized an aberrant branch point within the BCL2L11 intron, promoting the inclusion of a cryptic exon 3, which in turn led to apoptosis arrest. CONCLUSION Overexpression of SRSF1 and the resulting abnormal splicing of BCL2L11 are associated with drug resistance and poor prognosis in AML.
Collapse
Affiliation(s)
- Qirong Wang
- Department of Cell Biology and Genetics, School of Basic Medicine, Shanxi Medical University, Taiyuan, China
| | - Yu Duan
- Department of Cell Biology and Genetics, School of Basic Medicine, Shanxi Medical University, Taiyuan, China,
| | - Zhifang Zan
- Department of Cell Biology and Genetics, School of Basic Medicine, Shanxi Medical University, Taiyuan, China
| | - Kai Yang
- Department of Cell Biology and Genetics, School of Basic Medicine, Shanxi Medical University, Taiyuan, China
| | - Jinjuan Wang
- Department of Cell Biology and Genetics, School of Basic Medicine, Shanxi Medical University, Taiyuan, China
| | - Fengfeng Jia
- Taiyuan Technology Transfer Promotion Center, Taiyuan, China
| | - Yanhong Tan
- Department of Hematology, the Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Hongwei Wang
- Department of Hematology, the Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Li Li
- Department of Cell Biology and Genetics, School of Basic Medicine, Shanxi Medical University, Taiyuan, China
| |
Collapse
|
38
|
Nwosu GO, Ross DM, Powell JA, Pitson SM. Venetoclax therapy and emerging resistance mechanisms in acute myeloid leukaemia. Cell Death Dis 2024; 15:413. [PMID: 38866760 PMCID: PMC11169396 DOI: 10.1038/s41419-024-06810-7] [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: 03/21/2024] [Revised: 06/05/2024] [Accepted: 06/05/2024] [Indexed: 06/14/2024]
Abstract
Acute myeloid leukaemia (AML) is a highly aggressive and devastating malignancy of the bone marrow and blood. For decades, intensive chemotherapy has been the frontline treatment for AML but has yielded only poor patient outcomes as exemplified by a 5-year survival rate of < 30%, even in younger adults. As knowledge of the molecular underpinnings of AML has advanced, so too has the development new strategies with potential to improve the treatment of AML patients. To date the most promising of these targeted agents is the BH3-mimetic venetoclax which in combination with standard of care therapies, has manageable non-haematological toxicity and exhibits impressive efficacy. However, approximately 30% of AML patients fail to respond to venetoclax-based regimens and almost all treatment responders eventually relapse. Here, we review the emerging mechanisms of intrinsic and acquired venetoclax resistance in AML and highlight recent efforts to identify novel strategies to overcome resistance to venetoclax.
Collapse
Affiliation(s)
- Gus O Nwosu
- Centre for Cancer Biology, University of South Australia and SA Pathology, Adelaide, SA, Australia
- Clinical and Health Sciences, University of South Australia, Adelaide, SA, Australia
| | - David M Ross
- Centre for Cancer Biology, University of South Australia and SA Pathology, Adelaide, SA, Australia
- Adelaide Medical School, Faculty of Health Sciences, University of Adelaide, Adelaide, SA, Australia
- Department of Haematology, Royal Adelaide Hospital, Central Adelaide Local Health Network, Adelaide, SA, Australia
- Department of Haematology, Flinders University and Medical Centre, Adelaide, SA, Australia
| | - Jason A Powell
- Centre for Cancer Biology, University of South Australia and SA Pathology, Adelaide, SA, Australia.
- Adelaide Medical School, Faculty of Health Sciences, University of Adelaide, Adelaide, SA, Australia.
| | - Stuart M Pitson
- Centre for Cancer Biology, University of South Australia and SA Pathology, Adelaide, SA, Australia.
- Adelaide Medical School, Faculty of Health Sciences, University of Adelaide, Adelaide, SA, Australia.
- School of Biological Sciences, University of Adelaide, Adelaide, SA, Australia.
| |
Collapse
|
39
|
Hybel TE, Jensen SH, Rodrigues MA, Hybel TE, Pedersen MN, Qvick SH, Enemark MH, Bill M, Rosenberg CA, Ludvigsen M. Imaging Flow Cytometry and Convolutional Neural Network-Based Classification Enable Discrimination of Hematopoietic and Leukemic Stem Cells in Acute Myeloid Leukemia. Int J Mol Sci 2024; 25:6465. [PMID: 38928171 PMCID: PMC11203419 DOI: 10.3390/ijms25126465] [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: 05/17/2024] [Revised: 06/07/2024] [Accepted: 06/10/2024] [Indexed: 06/28/2024] Open
Abstract
Acute myeloid leukemia (AML) is a heterogenous blood cancer with a dismal prognosis. It emanates from leukemic stem cells (LSCs) arising from the genetic transformation of hematopoietic stem cells (HSCs). LSCs hold prognostic value, but their molecular and immunophenotypic heterogeneity poses challenges: there is no single marker for identifying all LSCs across AML samples. We hypothesized that imaging flow cytometry (IFC) paired with artificial intelligence-driven image analysis could visually distinguish LSCs from HSCs based solely on morphology. Initially, a seven-color IFC panel was employed to immunophenotypically identify LSCs and HSCs in bone marrow samples from five AML patients and ten healthy donors, respectively. Next, we developed convolutional neural network (CNN) models for HSC-LSC discrimination using brightfield (BF), side scatter (SSC), and DNA images. Classification using only BF images achieved 86.96% accuracy, indicating significant morphological differences. Accuracy increased to 93.42% when combining BF with DNA images, highlighting differences in nuclear morphology, although DNA images alone were inadequate for accurate HSC-LSC discrimination. Model development using SSC images revealed minor granularity differences. Performance metrics varied substantially between AML patients, indicating considerable morphologic variations among LSCs. Overall, we demonstrate proof-of-concept results for accurate CNN-based HSC-LSC differentiation, instigating the development of a novel technique within AML monitoring.
Collapse
Affiliation(s)
- Trine Engelbrecht Hybel
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (T.E.H.); (M.H.E.)
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus N, Denmark
| | - Sofie Hesselberg Jensen
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (T.E.H.); (M.H.E.)
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus N, Denmark
| | | | - Thomas Engelbrecht Hybel
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (T.E.H.); (M.H.E.)
| | - Maya Nautrup Pedersen
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (T.E.H.); (M.H.E.)
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus N, Denmark
| | - Signe Håkansson Qvick
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (T.E.H.); (M.H.E.)
| | - Marie Hairing Enemark
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (T.E.H.); (M.H.E.)
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus N, Denmark
| | - Marie Bill
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (T.E.H.); (M.H.E.)
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus N, Denmark
| | - Carina Agerbo Rosenberg
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (T.E.H.); (M.H.E.)
| | - Maja Ludvigsen
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (T.E.H.); (M.H.E.)
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus N, Denmark
| |
Collapse
|
40
|
Liu H, Wu K, Hu W, Chen X, Tang Y, Ma Y, Chen C, Xie Y, Yu L, Huang J, Shen S, Wang X. Immunophenotypic clustering in paediatric acute myeloid leukaemia. Br J Haematol 2024; 204:2275-2286. [PMID: 38639201 DOI: 10.1111/bjh.19471] [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: 01/25/2024] [Revised: 03/30/2024] [Accepted: 04/04/2024] [Indexed: 04/20/2024]
Abstract
Acute myeloid leukaemia (AML) is a highly heterogeneous disease, exhibiting diverse subtypes according to the characteristics of tumour cells. The immunophenotype is one of the aspects acquired routinely through flow cytometry in the diagnosis of AML. Here, we characterized the antigen expression in paediatric AML cases across both morphological and molecular genetic subgroups. We discovered a subgroup of patients with unfavourable prognosis that can be immunologically characterized, irrespective of morphological FAB results or genetic aberrations. Cox regression analysis unveiled key antigens influencing the prognosis of AML patients. In terms of underlying genotypes, we observed that the antigenic profiles and outcomes of one specific group, primarily composed of CBFA2T3::GLIS2 and FUS::ERG, were analogous to the reported RAM phenotype. Overall, our data highlight the significance of immunophenotype to tailor treatment for paediatric AML.
Collapse
Affiliation(s)
- Hui Liu
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Kefei Wu
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Wenting Hu
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Xiaoxiao Chen
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yanjing Tang
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yani Ma
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Changcheng Chen
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yangyang Xie
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Lisha Yu
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jun Huang
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Shuhong Shen
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Xiang Wang
- Key Laboratory of Pediatric Hematology & Oncology of the Ministry of Health of China, Department of Hematology & Oncology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| |
Collapse
|
41
|
Naik S, Velasquez MP, Gottschalk S. Chimeric antigen receptor T-cell therapy in childhood acute myeloid leukemia: how far are we from a clinical application? Haematologica 2024; 109:1656-1667. [PMID: 38832421 PMCID: PMC11141645 DOI: 10.3324/haematol.2023.283817] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Accepted: 02/28/2024] [Indexed: 06/05/2024] Open
Abstract
Recurrent and/or refractory (R/R) pediatric acute myeloid leukemia (AML) remains a recalcitrant disease with poor outcomes. Cell therapy with genetically modified immune effector cells holds the promise to improve outcomes for R/R AML since it relies on cytotoxic mechanisms that are distinct from chemotherapeutic agents. While T cells expressing chimeric antigen receptors (CAR T cells) showed significant anti-AML activity in preclinical models, early phase clinical studies have demonstrated limited activity, irrespective of the targeted AML antigen. Lack of efficacy is most likely multifactorial, including: (i) a limited array of AML-specific targets and target antigen heterogeneity; (ii) the aggressive nature of R/R AML and heavy pretreatment of patients; (iii) T-cell product manufacturing, and (iv) limited expansion and persistence of the CAR T cells, which is in part driven by the immunosuppressive AML microenvironment. Here we review the results of early phase clinical studies with AML-specific CAR T cells, and avenues investigators are exploring to improve their effector function.
Collapse
MESH Headings
- Humans
- Leukemia, Myeloid, Acute/therapy
- Leukemia, Myeloid, Acute/immunology
- Receptors, Chimeric Antigen/immunology
- Immunotherapy, Adoptive/methods
- Child
- Clinical Trials as Topic
- T-Lymphocytes/immunology
- T-Lymphocytes/metabolism
- Treatment Outcome
- Receptors, Antigen, T-Cell/immunology
- Receptors, Antigen, T-Cell/genetics
- Tumor Microenvironment/immunology
- Animals
Collapse
Affiliation(s)
| | | | - Stephen Gottschalk
- Department of Bone Marrow Transplantation and Cellular Therapy, St. Jude Children’s Research Hospital, Memphis, TN, USA
| |
Collapse
|
42
|
Fiskus W, Piel J, Collins M, Hentemann M, Cuglievan B, Mill CP, Birdwell CE, Das K, Davis JA, Hou H, Jain A, Malovannaya A, Kadia TM, Daver N, Sasaki K, Takahashi K, Hammond D, Reville PK, Wang J, Loghavi S, Sen R, Ruan X, Su X, Flores LB, DiNardo CD, Bhalla KN. BRG1/BRM inhibitor targets AML stem cells and exerts superior preclinical efficacy combined with BET or menin inhibitor. Blood 2024; 143:2059-2072. [PMID: 38437498 PMCID: PMC11830987 DOI: 10.1182/blood.2023022832] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 02/06/2024] [Accepted: 02/06/2024] [Indexed: 03/06/2024] Open
Abstract
ABSTRACT BRG1 (SMARCA4) and BRM (SMARCA2) are the mutually exclusive core ATPases of the chromatin remodeling BAF (BRG1/BRM-associated factor) complexes. They enable transcription factors/cofactors to access enhancers/promoter and modulate gene expressions responsible for cell growth and differentiation of acute myeloid leukemia (AML) stem/progenitor cells. In AML with MLL1 rearrangement (MLL1r) or mutant NPM1 (mtNPM1), although menin inhibitor (MI) treatment induces clinical remissions, most patients either fail to respond or relapse, some harboring menin mutations. FHD-286 is an orally bioavailable, selective inhibitor of BRG1/BRM under clinical development in AML. Present studies show that FHD-286 induces differentiation and lethality in AML cells with MLL1r or mtNPM1, concomitantly causing perturbed chromatin accessibility and repression of c-Myc, PU.1, and CDK4/6. Cotreatment with FHD-286 and decitabine, BET inhibitor (BETi) or MI, or venetoclax synergistically induced in vitro lethality in AML cells with MLL1r or mtNPM1. In models of xenografts derived from patients with AML with MLL1r or mtNPM1, FHD-286 treatment reduced AML burden, improved survival, and attenuated AML-initiating potential of stem-progenitor cells. Compared with each drug, cotreatment with FHD-286 and BETi, MI, decitabine, or venetoclax significantly reduced AML burden and improved survival, without inducing significant toxicity. These findings highlight the FHD-286-based combinations as a promising therapy for AML with MLL1r or mtNPM1.
Collapse
Affiliation(s)
- Warren Fiskus
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | | | | | | | - Kaberi Das
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - John A. Davis
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Hanxi Hou
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Tapan M. Kadia
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Naval Daver
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Koji Sasaki
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | - Jian Wang
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Sanam Loghavi
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Xinjia Ruan
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Xiaoping Su
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Kapil N. Bhalla
- The University of Texas MD Anderson Cancer Center, Houston, TX
| |
Collapse
|
43
|
Gu H, Chen C, Hou ZS, He XD, Xie S, Ni J, Qian C, Cheng X, Jiang T, Yang C, Roberts TM, Zheng J, Varner JA, Armstrong SA, Zhao JJ. PI3Kγ maintains the self-renewal of acute myeloid leukemia stem cells by regulating the pentose phosphate pathway. Blood 2024; 143:1965-1979. [PMID: 38271660 PMCID: PMC11103183 DOI: 10.1182/blood.2023022202] [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: 08/14/2023] [Revised: 01/17/2024] [Accepted: 01/19/2024] [Indexed: 01/27/2024] Open
Abstract
ABSTRACT Acute myeloid leukemia (AML) is an aggressive hematological malignancy originating from transformed hematopoietic stem or progenitor cells. AML prognosis remains poor owing to resistance and relapse driven by leukemia stem cells (LSCs). Targeting molecules essential for LSC function is a promising therapeutic approach. The phosphatidylinositol 3-kinase (PI3K)/AKT pathway is often dysregulated in AML. We found that although PI3Kγ is highly enriched in LSCs and critical for self-renewal, it was dispensable for normal hematopoietic stem cells. Mechanistically, PI3Kγ-AKT signaling promotes nuclear factor erythroid 2-related factor 2 (NRF2) nuclear accumulation, which induces 6-phosphogluconate dehydrogenase (PGD) and the pentose phosphate pathway, thereby maintaining LSC stemness. Importantly, genetic or pharmacological inhibition of PI3Kγ impaired expansion and stemness of murine and human AML cells in vitro and in vivo. Together, our findings reveal a key role for PI3Kγ in selectively maintaining LSC function by regulating AKT-NRF2-PGD metabolic pathway. Targeting the PI3Kγ pathway may, therefore, eliminate LSCs without damaging normal hematopoiesis, providing a promising therapeutic strategy for AML.
Collapse
Affiliation(s)
- Hao Gu
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA
| | - Chiqi Chen
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Faculty of Basic Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhi-Shuai Hou
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA
| | - Xia-Di He
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA
| | - Shaozhen Xie
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
| | - Jing Ni
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
| | - Changli Qian
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
| | - Xin Cheng
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA
| | - Tao Jiang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
| | - Ce Yang
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Thomas M. Roberts
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA
| | - Junke Zheng
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Faculty of Basic Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Judith A. Varner
- Moores Cancer Center, University of California, San Diego, La Jolla, CA
- Department of Pathology and Medicine, University of California, San Diego, La Jolla, CA
| | - Scott A. Armstrong
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
- Division of Hematology/Oncology, Boston Children’s Hospital, Boston, MA
| | - Jean J. Zhao
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA
| |
Collapse
|
44
|
Elgamal OA, Fobare S, Vibhute S, Mehmood A, Vroom DC, Johnson ML, Stearns B, Lerma JR, Truxall J, Stahl E, Carmichael B, Orwick SJ, Mims AS, Curran E, Santhanam R, Tridandapani S, Phelps MA, Xie Z, Coss CC, Baker SD, Patrick J, Ezzell JK, Rai J, Pan J, Rai SN, Stillwell C, Wunderlich M, Abdulrahim M, Goodwin TE, Hilinski G, Bennett CE, Hertlein E, Byrd JC. Pyrimidine depletion enhances targeted and immune therapy combinations in acute myeloid leukemia. JCI Insight 2024; 9:e173646. [PMID: 38646934 PMCID: PMC11141866 DOI: 10.1172/jci.insight.173646] [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: 07/12/2023] [Accepted: 03/05/2024] [Indexed: 04/25/2024] Open
Abstract
Acute myeloid leukemia (AML) is a fatal disease characterized by the accumulation of undifferentiated myeloblasts, and agents that promote differentiation have been effective in this disease but are not curative. Dihydroorotate dehydrogenase inhibitors (DHODHi) have the ability to promote AML differentiation and target aberrant malignant myelopoiesis. We introduce HOSU-53, a DHODHi with significant monotherapy activity, which is further enhanced when combined with other standard-of-care therapeutics. We further discovered that DHODHi modulated surface expression of CD38 and CD47, prompting the evaluation of HOSU-53 combined with anti-CD38 and anti-CD47 therapies, where we identified a compelling curative potential in an aggressive AML model with CD47 targeting. Finally, we explored using plasma dihydroorotate (DHO) levels to monitor HOSU-53 safety and found that the level of DHO accumulation could predict HOSU-53 intolerability, suggesting the clinical use of plasma DHO to determine safe DHODHi doses. Collectively, our data support the clinical translation of HOSU-53 in AML, particularly to augment immune therapies. Potent DHODHi to date have been limited by their therapeutic index; however, we introduce pharmacodynamic monitoring to predict tolerability while preserving antitumor activity. We additionally suggest that DHODHi is effective at lower doses with select immune therapies, widening the therapeutic index.
Collapse
Affiliation(s)
- Ola A. Elgamal
- Division of Hematology and Oncology, Department of Internal Medicine, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
- Division of Hematology, Department of Internal Medicine, College of Medicine
| | - Sydney Fobare
- Division of Hematology and Oncology, Department of Internal Medicine, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
- Division of Hematology, Department of Internal Medicine, College of Medicine
| | - Sandip Vibhute
- Medicinal Chemistry Shared Resource, Comprehensive Cancer Center
| | - Abeera Mehmood
- Division of Hematology, Department of Internal Medicine, College of Medicine
| | - Dennis C. Vroom
- Division of Hematology and Oncology, Department of Internal Medicine, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Mariah L. Johnson
- Division of Hematology, Department of Internal Medicine, College of Medicine
| | - Blaise Stearns
- Division of Hematology and Oncology, Department of Internal Medicine, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - James R. Lerma
- Division of Hematology and Oncology, Department of Internal Medicine, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Jean Truxall
- Division of Hematology, Department of Internal Medicine, College of Medicine
| | - Emily Stahl
- Division of Hematology, Department of Internal Medicine, College of Medicine
| | - Bridget Carmichael
- Division of Hematology, Department of Internal Medicine, College of Medicine
| | - Shelley J. Orwick
- Division of Hematology, Department of Internal Medicine, College of Medicine
| | - Alice S. Mims
- Division of Hematology, Department of Internal Medicine, College of Medicine
| | - Emily Curran
- Division of Hematology and Oncology, Department of Internal Medicine, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Ramasamy Santhanam
- Division of Hematology, Department of Internal Medicine, College of Medicine
| | | | | | - Zhiliang Xie
- College of Pharmacy and Comprehensive Cancer Center; and
| | - Christopher C. Coss
- Drug Development Institute, Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio, USA
| | | | - Jeffrey Patrick
- Drug Development Institute, Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio, USA
| | - Janel K. Ezzell
- Drug Development Institute, Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio, USA
| | - Jayesh Rai
- Division of Biostatistics and Bioinformatics, Department of Environmental and Public Health Sciences, College of Medicine
- Cancer Data Science Center, College of Medicine; and
- Biostatistics and Informatics Shared Resource, University of Cincinnati Cancer Center, University of Cincinnati, Cincinnati, Ohio, USA
| | - Jianmin Pan
- Division of Biostatistics and Bioinformatics, Department of Environmental and Public Health Sciences, College of Medicine
- Cancer Data Science Center, College of Medicine; and
- Biostatistics and Informatics Shared Resource, University of Cincinnati Cancer Center, University of Cincinnati, Cincinnati, Ohio, USA
| | - Shesh N. Rai
- Division of Biostatistics and Bioinformatics, Department of Environmental and Public Health Sciences, College of Medicine
- Cancer Data Science Center, College of Medicine; and
- Biostatistics and Informatics Shared Resource, University of Cincinnati Cancer Center, University of Cincinnati, Cincinnati, Ohio, USA
| | - Cody Stillwell
- Division of Experimental Hematology and Cancer Biology, Cancer and Blood Diseases Institute, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | - Mark Wunderlich
- Division of Experimental Hematology and Cancer Biology, Cancer and Blood Diseases Institute, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | | | | | - Gerard Hilinski
- Drug Development Institute, Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio, USA
| | - Chad E. Bennett
- Medicinal Chemistry Shared Resource, Comprehensive Cancer Center
- Drug Development Institute, Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio, USA
| | - Erin Hertlein
- Division of Hematology and Oncology, Department of Internal Medicine, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
- Division of Hematology, Department of Internal Medicine, College of Medicine
| | - John C. Byrd
- Division of Hematology and Oncology, Department of Internal Medicine, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
- Division of Hematology, Department of Internal Medicine, College of Medicine
- College of Pharmacy and Comprehensive Cancer Center; and
| |
Collapse
|
45
|
Nuno K, Azizi A, Koehnke T, Lareau C, Ediriwickrema A, Corces MR, Satpathy AT, Majeti R. Convergent epigenetic evolution drives relapse in acute myeloid leukemia. eLife 2024; 13:e93019. [PMID: 38647535 PMCID: PMC11034943 DOI: 10.7554/elife.93019] [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: 09/26/2023] [Accepted: 03/26/2024] [Indexed: 04/25/2024] Open
Abstract
Relapse of acute myeloid leukemia (AML) is highly aggressive and often treatment refractory. We analyzed previously published AML relapse cohorts and found that 40% of relapses occur without changes in driver mutations, suggesting that non-genetic mechanisms drive relapse in a large proportion of cases. We therefore characterized epigenetic patterns of AML relapse using 26 matched diagnosis-relapse samples with ATAC-seq. This analysis identified a relapse-specific chromatin accessibility signature for mutationally stable AML, suggesting that AML undergoes epigenetic evolution at relapse independent of mutational changes. Analysis of leukemia stem cell (LSC) chromatin changes at relapse indicated that this leukemic compartment underwent significantly less epigenetic evolution than non-LSCs, while epigenetic changes in non-LSCs reflected overall evolution of the bulk leukemia. Finally, we used single-cell ATAC-seq paired with mitochondrial sequencing (mtscATAC) to map clones from diagnosis into relapse along with their epigenetic features. We found that distinct mitochondrially-defined clones exhibit more similar chromatin accessibility at relapse relative to diagnosis, demonstrating convergent epigenetic evolution in relapsed AML. These results demonstrate that epigenetic evolution is a feature of relapsed AML and that convergent epigenetic evolution can occur following treatment with induction chemotherapy.
Collapse
Affiliation(s)
- Kevin Nuno
- Cancer Biology Graduate Program, Stanford University School of MedicineStanfordUnited States
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of MedicineStanfordUnited States
- Cancer Institute, Stanford University School of MedicineStanfordUnited States
- Department of Medicine, Division of Hematology, Stanford University School of MedicineStanfordUnited States
| | - Armon Azizi
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of MedicineStanfordUnited States
- Cancer Institute, Stanford University School of MedicineStanfordUnited States
- Department of Medicine, Division of Hematology, Stanford University School of MedicineStanfordUnited States
- University of California Irvine School of MedicineIrvineUnited States
| | - Thomas Koehnke
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of MedicineStanfordUnited States
- Cancer Institute, Stanford University School of MedicineStanfordUnited States
- Department of Medicine, Division of Hematology, Stanford University School of MedicineStanfordUnited States
| | - Caleb Lareau
- Department of Pathology, Stanford UniversityStanfordUnited States
- Program in Immunology, Stanford UniversityStanfordUnited States
| | - Asiri Ediriwickrema
- Cancer Biology Graduate Program, Stanford University School of MedicineStanfordUnited States
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of MedicineStanfordUnited States
- Cancer Institute, Stanford University School of MedicineStanfordUnited States
- Department of Medicine, Division of Hematology, Stanford University School of MedicineStanfordUnited States
| | - M Ryan Corces
- Cancer Biology Graduate Program, Stanford University School of MedicineStanfordUnited States
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of MedicineStanfordUnited States
- Cancer Institute, Stanford University School of MedicineStanfordUnited States
- Department of Medicine, Division of Hematology, Stanford University School of MedicineStanfordUnited States
- Gladstone Institute of Neurological DiseaseSan FranciscoUnited States
- Gladstone Institute of Data Science and BiotechnologySan FranciscoUnited States
- Department of Neurology, University of California, San FranciscoSan FranciscoUnited States
| | - Ansuman T Satpathy
- Department of Pathology, Stanford UniversityStanfordUnited States
- Program in Immunology, Stanford UniversityStanfordUnited States
- Parker Institute for Cancer Immunotherapy, Stanford UniversityStanfordUnited States
- Gladstone-UCSF Institute of Genomic ImmunologySan FranciscoUnited States
| | - Ravindra Majeti
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of MedicineStanfordUnited States
- Cancer Institute, Stanford University School of MedicineStanfordUnited States
- Department of Medicine, Division of Hematology, Stanford University School of MedicineStanfordUnited States
| |
Collapse
|
46
|
Murtadha M, Park M, Zhu Y, Caserta E, Napolitano O, Tandoh T, Moloudizargari M, Pozhitkov A, Singer M, Dona AA, Vahed H, Gonzalez A, Ly K, Ouyang C, Sanchez JF, Nigam L, Duplan A, Chowdhury A, Ghoda L, Li L, Zhang B, Krishnan A, Marcucci G, Williams JC, Pichiorri F. A CD38-directed, single-chain T-cell engager targets leukemia stem cells through IFN-γ-induced CD38 expression. Blood 2024; 143:1599-1615. [PMID: 38394668 PMCID: PMC11103097 DOI: 10.1182/blood.2023021570] [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: 06/20/2023] [Revised: 12/22/2023] [Accepted: 12/25/2023] [Indexed: 02/25/2024] Open
Abstract
Treatment resistance of leukemia stem cells (LSCs) and suppression of the autologous immune system represent major challenges to achieve a cure in acute myeloid leukemia (AML). Although AML blasts generally retain high levels of surface CD38 (CD38pos), LSCs are frequently enriched in the CD34posCD38neg blast fraction. Here, we report that interferon gamma (IFN-γ) reduces LSCs clonogenic activity and induces CD38 upregulation in both CD38pos and CD38neg LSC-enriched blasts. IFN-γ-induced CD38 upregulation depends on interferon regulatory factor 1 transcriptional activation of the CD38 promoter. To leverage this observation, we created a novel compact, single-chain CD38-CD3 T-cell engager (BN-CD38) designed to promote an effective immunological synapse between CD38pos AML cells and both CD8pos and CD4pos T cells. We demonstrate that BN-CD38 engages autologous CD4pos and CD8pos T cells and CD38pos AML blasts, leading to T-cell activation and expansion and to the elimination of leukemia cells in an autologous setting. Importantly, BN-CD38 engagement induces the release of high levels of IFN-γ, driving the expression of CD38 on CD34posCD38neg LSC-enriched blasts and their subsequent elimination. Critically, although BN-CD38 showed significant in vivo efficacy across multiple disseminated AML cell lines and patient-derived xenograft models, it did not affect normal hematopoietic stem cell clonogenicity and the development of multilineage human immune cells in CD34pos humanized mice. Taken together, this study provides important insights to target and eliminate AML LSCs.
Collapse
Affiliation(s)
- Mariam Murtadha
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Miso Park
- Department of Cancer Biology and Molecular Medicine, Beckman Research Institute, City of Hope, Duarte, CA
| | - Yinghui Zhu
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
- Research Center for Translational Medicine, Shanghai East Hospital, Frontier Science Center for Stem Cell Research, Shanghai Key Laboratory of Signaling and Disease Research, School of Life Sciences and Technology, Tongji University, Shanghai, China
| | - Enrico Caserta
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Ottavio Napolitano
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Theophilus Tandoh
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Milad Moloudizargari
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Alex Pozhitkov
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Mahmoud Singer
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Ada Alice Dona
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Hawa Vahed
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Asaul Gonzalez
- Department of Cancer Biology and Molecular Medicine, Beckman Research Institute, City of Hope, Duarte, CA
| | - Kevin Ly
- Department of Cancer Biology and Molecular Medicine, Beckman Research Institute, City of Hope, Duarte, CA
| | - Ching Ouyang
- Integrative Genomics Core, City of Hope Comprehensive Cancer Center, City of Hope, Duarte, CA
| | - James F. Sanchez
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
| | - Lokesh Nigam
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Amanda Duplan
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Arnab Chowdhury
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
- Department of Computational and Quantitative Medicine, Beckman Research Institute, City of Hope, Duarte, CA
| | - Lucy Ghoda
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Ling Li
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Bin Zhang
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - Amrita Krishnan
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
| | - Guido Marcucci
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| | - John C. Williams
- Department of Cancer Biology and Molecular Medicine, Beckman Research Institute, City of Hope, Duarte, CA
| | - Flavia Pichiorri
- Department of Hematology and Hematopoietic Cell Transplantation, Judy and Bernard Briskin Center for Multiple Myeloma Research, City of Hope, Duarte, CA
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute, City of Hope, Duarte, CA
| |
Collapse
|
47
|
Kim D, Kim S, Song H, Gwak D, Min S, Byun JM, Koh Y, Hong J, Yoon S, Yun H, Shin D. Pursuing dynamics of minimal residual leukemic subclones in relapsed and refractory acute myeloid leukemia during conventional therapy. Cancer Med 2024; 13:e7182. [PMID: 38591109 PMCID: PMC11002636 DOI: 10.1002/cam4.7182] [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: 12/08/2023] [Revised: 02/23/2024] [Accepted: 03/29/2024] [Indexed: 04/10/2024] Open
Abstract
BACKGROUND Acute myeloid leukemia (AML) is characterized by clonal heterogeneity, leading to frequent relapses and drug resistance despite intensive clinical therapy. Although AML's clonal architecture has been addressed in many studies, practical monitoring of dynamic changes in those subclones during relapse and treatment is still understudied. METHOD Fifteen longitudinal bone marrow (BM) samples were collected from three relapsed and refractory (R/R) AML patients. Using droplet digital polymerase chain reaction (ddPCR), the frequencies of patient's leukemic variants were assessed in seven cell populations that were isolated from each BM sample based on cellular phenotypes. By quantifying mutant clones at the diagnosis, remission, and relapse stages, the distribution of AML subclones was sequentially monitored. RESULTS Minimal residual (MR) leukemic subclones exhibit heterogeneous distribution among BM cell populations, including mature leukocyte populations. During AML progression, these subclones undergo active phenotypic transitions and repopulate into distinct cell population regardless of normal hematopoiesis hierarchic order. Of these, MR subclones in progenitor populations of patient BM predominantly carry MR leukemic properties, leading to more robust expansion and stubborn persistence than those in mature populations. Moreover, a minor subset of MR leukemic subclones could be sustained at an extremely low frequency without clonal expansion during relapse. CONCLUSIONS In this study, we observed treatment persistent MR leukemic subclones and their phenotypic changes during the treatment process of R/R AML patients. This underscores the importance of preemptive inhibition of clonal promiscuity in R/R AML, proposing a practical method for monitoring AML MR subclones.
Collapse
Affiliation(s)
- Dongchan Kim
- Cancer Research InstituteSeoul National University College of MedicineSeoulRepublic of Korea
- Center for Medical InnovationSeoul National University HospitalSeoulRepublic of Korea
| | - Sheehyun Kim
- Center for Medical InnovationSeoul National University HospitalSeoulRepublic of Korea
- Center for Precision MedicineSeoul National University HospitalSeoulRepublic of Korea
| | - Hyojin Song
- Center for Medical InnovationSeoul National University HospitalSeoulRepublic of Korea
- Center for Precision MedicineSeoul National University HospitalSeoulRepublic of Korea
| | - Daehyeon Gwak
- Cancer Research InstituteSeoul National University College of MedicineSeoulRepublic of Korea
- Center for Medical InnovationSeoul National University HospitalSeoulRepublic of Korea
| | - Suji Min
- Cancer Research InstituteSeoul National University College of MedicineSeoulRepublic of Korea
- Center for Medical InnovationSeoul National University HospitalSeoulRepublic of Korea
| | - Ja Min Byun
- Cancer Research InstituteSeoul National University College of MedicineSeoulRepublic of Korea
- Center for Medical InnovationSeoul National University HospitalSeoulRepublic of Korea
- Department of Internal MedicineSeoul National University HospitalSeoulRepublic of Korea
| | - Youngil Koh
- Cancer Research InstituteSeoul National University College of MedicineSeoulRepublic of Korea
- Center for Medical InnovationSeoul National University HospitalSeoulRepublic of Korea
- Department of Internal MedicineSeoul National University HospitalSeoulRepublic of Korea
| | - Junshik Hong
- Cancer Research InstituteSeoul National University College of MedicineSeoulRepublic of Korea
- Center for Medical InnovationSeoul National University HospitalSeoulRepublic of Korea
- Department of Internal MedicineSeoul National University HospitalSeoulRepublic of Korea
| | - Sung‐Soo Yoon
- Cancer Research InstituteSeoul National University College of MedicineSeoulRepublic of Korea
- Center for Medical InnovationSeoul National University HospitalSeoulRepublic of Korea
- Department of Internal MedicineSeoul National University HospitalSeoulRepublic of Korea
| | - Hongseok Yun
- Center for Medical InnovationSeoul National University HospitalSeoulRepublic of Korea
- Center for Precision MedicineSeoul National University HospitalSeoulRepublic of Korea
| | - Dong‐Yeop Shin
- Cancer Research InstituteSeoul National University College of MedicineSeoulRepublic of Korea
- Center for Medical InnovationSeoul National University HospitalSeoulRepublic of Korea
- Department of Internal MedicineSeoul National University HospitalSeoulRepublic of Korea
| |
Collapse
|
48
|
Jing L, Zhang B, Sun J, Feng J, Fu D. Prognostic insights and immune microenvironment delineation in acute myeloid leukemia by ferroptosis-derived signature. Heliyon 2024; 10:e28237. [PMID: 38532996 PMCID: PMC10963645 DOI: 10.1016/j.heliyon.2024.e28237] [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: 05/23/2023] [Revised: 03/13/2024] [Accepted: 03/14/2024] [Indexed: 03/28/2024] Open
Abstract
Acute myeloid leukemia (AML) represents as a prevalent and formidable hematological malignancy, characterized by notably low 5-year survival rates. Ferroptosis has been found to be correlated with cancer initiation, therapeutic response, and clinical outcome. Nevertheless, the involvement of Ferroptosis-related genes (FRGs) in AML remains ambiguous. Five independent AML cohorts totaling 1,470 (GSE37642, GSE12417, GSE10358, Beat-AML, and TCGA-AML) patients with clinical information were used to systematically investigated the influence of these FRGs expression on outcome and tumor microenvironment. The integration of these datasets led to the subdivision into training and validation sets. Nineteen FRGs were identified as correlated with the overall survival (OS) of AML patients, primarily enriched in ferroptosis, fatty acid metabolism, and leukemia-related signaling pathways. The prognostic signature, consisting of 11 FRGs, was formulated using LASSO-Cox stepwise regression analysis. Patients with high-risk scores exhibited reduced survival compared to those in the low-risk group. The receiver operating characteristic (ROC) analysis underscored the signature's robust predictive accuracy. The high predictive efficacy was confirmed by both internal and external validation datasets. Leukemia and signaling related to immune regulation were mainly enriched pathways of the differentially expressed genes by comparing high- and low-risk groups. The immune composition deconvolution might indicate an immunosuppressive niche in the high-risk patients. The pRRophetic algorithm exploration unveiled chemical drugs with potentially sensitivity among patients in both groups. Collectively, our study developed a ferroptosis-derived prognostic signature that provides the OS prediction and identifies the immune microenvironment for AML patients on large-scale AML cohorts.
Collapse
Affiliation(s)
- Lijun Jing
- Department of Neurology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Biyu Zhang
- School of Chemical Engineering & Pharmacy, Wuhan Institute of Technology, Wuhan, 430205, China
| | - Jinghui Sun
- College of Medicine, Medical University of South Carolina, Charleston, SC, 29425, United States
| | - Jueping Feng
- Department of Oncology, Wuhan Fourth Hospital, Wuhan, 430033, China
| | - Denggang Fu
- College of Medicine, Medical University of South Carolina, Charleston, SC, 29425, United States
| |
Collapse
|
49
|
Burk AC, Apostolova P. Metabolic instruction of the graft-versus-leukemia immunity. Front Immunol 2024; 15:1347492. [PMID: 38500877 PMCID: PMC10944922 DOI: 10.3389/fimmu.2024.1347492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 02/05/2024] [Indexed: 03/20/2024] Open
Abstract
Allogeneic hematopoietic cell transplantation (allo-HCT) is frequently performed to cure hematological malignancies, such as acute myeloid leukemia (AML), through the graft-versus-leukemia (GVL) effect. In this immunological process, donor immune cells eliminate residual cancer cells in the patient and exert tumor control through immunosurveillance. However, GVL failure and subsequent leukemia relapse are frequent and associated with a dismal prognosis. A better understanding of the mechanisms underlying AML immune evasion is essential for developing novel therapeutic strategies to boost the GVL effect. Cellular metabolism has emerged as an essential regulator of survival and cell fate for both cancer and immune cells. Leukemia and T cells utilize specific metabolic programs, including the orchestrated use of glucose, amino acids, and fatty acids, to support their growth and function. Besides regulating cell-intrinsic processes, metabolism shapes the extracellular environment and plays an important role in cell-cell communication. This review focuses on recent advances in the understanding of how metabolism might affect the anti-leukemia immune response. First, we provide a general overview of the mechanisms of immune escape after allo-HCT and an introduction to leukemia and T cell metabolism. Further, we discuss how leukemia and myeloid cell metabolism contribute to an altered microenvironment that impairs T cell function. Next, we review the literature linking metabolic processes in AML cells with their inhibitory checkpoint ligand expression. Finally, we focus on recent findings concerning the role of systemic metabolism in sustained GVL efficacy. While the majority of evidence in the field still stems from basic and preclinical studies, we discuss translational findings and propose further avenues for bridging the gap between bench and bedside.
Collapse
Affiliation(s)
- Ann-Cathrin Burk
- German Cancer Consortium (DKTK), partner site Freiburg, a partnership between DKFZ and Medical Center - University of Freiburg, Freiburg, Germany
- Department of Medicine I, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Petya Apostolova
- Department of Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland
- Division of Hematology, University Hospital Basel, Basel, Switzerland
| |
Collapse
|
50
|
Mill CP, Fiskus WC, DiNardo CD, Reville P, Davis JA, Birdwell CE, Das K, Hou H, Takahashi K, Flores L, Ruan X, Su X, Loghavi S, Khoury JD, Bhalla KN. Efficacy of novel agents against cellular models of familial platelet disorder with myeloid malignancy (FPD-MM). Blood Cancer J 2024; 14:25. [PMID: 38316746 PMCID: PMC10844204 DOI: 10.1038/s41408-024-00981-4] [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: 10/27/2023] [Revised: 01/03/2024] [Accepted: 01/05/2024] [Indexed: 02/07/2024] Open
Abstract
Germline, mono-allelic mutations in RUNX1 cause familial platelet disorder (RUNX1-FPD) that evolves into myeloid malignancy (FPD-MM): MDS or AML. FPD-MM commonly harbors co-mutations in the second RUNX1 allele and/or other epigenetic regulators. Here we utilized patient-derived (PD) FPD-MM cells and established the first FPD-MM AML cell line (GMR-AML1). GMR-AML1 cells exhibited active super-enhancers of MYB, MYC, BCL2 and CDK6, augmented expressions of c-Myc, c-Myb, EVI1 and PLK1 and surface markers of AML stem cells. In longitudinally studied bone marrow cells from a patient at FPD-MM vs RUNX1-FPD state, we confirmed increased chromatin accessibility and mRNA expressions of MYB, MECOM and BCL2 in FPD-MM cells. GMR-AML1 and PD FPD-MM cells were sensitive to homoharringtonine (HHT or omacetaxine) or mebendazole-induced lethality, associated with repression of c-Myc, EVI1, PLK1, CDK6 and MCL1. Co-treatment with MB and the PLK1 inhibitor volasertib exerted synergistic in vitro lethality in GMR-AML1 cells. In luciferase-expressing GMR-AML1 xenograft model, MB, omacetaxine or volasertib monotherapy, or co-treatment with MB and volasertib, significantly reduced AML burden and improved survival in the immune-depleted mice. These findings highlight the molecular features of FPD-MM progression and demonstrate HHT, MB and/or volasertib as effective agents against cellular models of FPD-MM.
Collapse
Affiliation(s)
- Christopher P Mill
- The University of Texas M. D. Anderson Cancer Center, Houston, TX, 77030, USA
| | - Warren C Fiskus
- The University of Texas M. D. Anderson Cancer Center, Houston, TX, 77030, USA
| | - Courtney D DiNardo
- The University of Texas M. D. Anderson Cancer Center, Houston, TX, 77030, USA
| | - Patrick Reville
- The University of Texas M. D. Anderson Cancer Center, Houston, TX, 77030, USA
| | - John A Davis
- The University of Texas M. D. Anderson Cancer Center, Houston, TX, 77030, USA
| | | | - Kaberi Das
- The University of Texas M. D. Anderson Cancer Center, Houston, TX, 77030, USA
| | - Hanxi Hou
- The University of Texas M. D. Anderson Cancer Center, Houston, TX, 77030, USA
| | - Koichi Takahashi
- The University of Texas M. D. Anderson Cancer Center, Houston, TX, 77030, USA
| | - Lauren Flores
- The University of Texas M. D. Anderson Cancer Center, Houston, TX, 77030, USA
| | - Xinjia Ruan
- The University of Texas M. D. Anderson Cancer Center, Houston, TX, 77030, USA
| | - Xiaoping Su
- The University of Texas M. D. Anderson Cancer Center, Houston, TX, 77030, USA
| | - Sanam Loghavi
- The University of Texas M. D. Anderson Cancer Center, Houston, TX, 77030, USA
| | - Joseph D Khoury
- University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Kapil N Bhalla
- The University of Texas M. D. Anderson Cancer Center, Houston, TX, 77030, USA.
| |
Collapse
|