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Zhang Z, Huang J, Zhang Z, Shen H, Tang X, Wu D, Bao X, Xu G, Chen S. Application of omics in the diagnosis, prognosis, and treatment of acute myeloid leukemia. Biomark Res 2024; 12:60. [PMID: 38858750 PMCID: PMC11165883 DOI: 10.1186/s40364-024-00600-1] [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: 05/17/2024] [Indexed: 06/12/2024] Open
Abstract
Acute myeloid leukemia (AML) is the most frequent leukemia in adults with a high mortality rate. Current diagnostic criteria and selections of therapeutic strategies are generally based on gene mutations and cytogenetic abnormalities. Chemotherapy, targeted therapies, and hematopoietic stem cell transplantation (HSCT) are the major therapeutic strategies for AML. Two dilemmas in the clinical management of AML are related to its poor prognosis. One is the inaccurate risk stratification at diagnosis, leading to incorrect treatment selections. The other is the frequent resistance to chemotherapy and/or targeted therapies. Genomic features have been the focus of AML studies. However, the DNA-level aberrations do not always predict the expression levels of genes and proteins and the latter is more closely linked to disease phenotypes. With the development of high-throughput sequencing and mass spectrometry technologies, studying downstream effectors including RNA, proteins, and metabolites becomes possible. Transcriptomics can reveal gene expression and regulatory networks, proteomics can discover protein expression and signaling pathways intimately associated with the disease, and metabolomics can reflect precise changes in metabolites during disease progression. Moreover, omics profiling at the single-cell level enables studying cellular components and hierarchies of the AML microenvironment. The abundance of data from different omics layers enables the better risk stratification of AML by identifying prognosis-related biomarkers, and has the prospective application in identifying drug targets, therefore potentially discovering solutions to the two dilemmas. In this review, we summarize the existing AML studies using omics methods, both separately and combined, covering research fields of disease diagnosis, risk stratification, prognosis prediction, chemotherapy, as well as targeted therapy. Finally, we discuss the directions and challenges in the application of multi-omics in precision medicine of AML. Our review may inspire both omics researchers and clinical physicians to study AML from a different angle.
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Affiliation(s)
- Zhiyu Zhang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, the First Affiliated Hospital of Soochow University, Suzhou, China
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, Suzhou, 215123, Jiangsu, China
- Suzhou International Joint Laboratory for Diagnosis and Treatment of Brain Diseases, College of Pharmaceutical Sciences, Soochow University, Suzhou, 215123, Jiangsu, China
- MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College of Soochow University, Suzhou, 215123, Jiangsu Province, China
| | - Jiayi Huang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Zhibo Zhang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Hongjie Shen
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Xiaowen Tang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Depei Wu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Xiebing Bao
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, the First Affiliated Hospital of Soochow University, Suzhou, China.
| | - Guoqiang Xu
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, Suzhou, 215123, Jiangsu, China.
- Suzhou International Joint Laboratory for Diagnosis and Treatment of Brain Diseases, College of Pharmaceutical Sciences, Soochow University, Suzhou, 215123, Jiangsu, China.
- MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College of Soochow University, Suzhou, 215123, Jiangsu Province, China.
| | - Suning Chen
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, the First Affiliated Hospital of Soochow University, Suzhou, China.
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Liu X, Sato N, Yabushita T, Li J, Jia Y, Tamura M, Asada S, Fujino T, Fukushima T, Yonezawa T, Tanaka Y, Fukuyama T, Tsuchiya A, Shikata S, Iwamura H, Kinouchi C, Komatsu K, Yamasaki S, Shibata T, Sasaki AT, Schibler J, Wunderlich M, O'Brien E, Mizukawa B, Mulloy JC, Sugiura Y, Takizawa H, Shibata T, Miyake K, Kitamura T, Goyama S. IMPDH inhibition activates TLR-VCAM1 pathway and suppresses the development of MLL-fusion leukemia. EMBO Mol Med 2022; 15:e15631. [PMID: 36453131 PMCID: PMC9832838 DOI: 10.15252/emmm.202115631] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 11/08/2022] [Accepted: 11/08/2022] [Indexed: 12/05/2022] Open
Abstract
Inosine monophosphate dehydrogenase (IMPDH) is a rate-limiting enzyme in de novo guanine nucleotide synthesis pathway. Although IMPDH inhibitors are widely used as effective immunosuppressants, their antitumor effects have not been proven in the clinical setting. Here, we found that acute myeloid leukemias (AMLs) with MLL-fusions are susceptible to IMPDH inhibitors in vitro. We also showed that alternate-day administration of IMPDH inhibitors suppressed the development of MLL-AF9-driven AML in vivo without having a devastating effect on immune function. Mechanistically, IMPDH inhibition induced overactivation of Toll-like receptor (TLR)-TRAF6-NF-κB signaling and upregulation of an adhesion molecule VCAM1, which contribute to the antileukemia effect of IMPDH inhibitors. Consequently, combined treatment with IMPDH inhibitors and the TLR1/2 agonist effectively inhibited the development of MLL-fusion AML. These findings provide a rational basis for clinical testing of IMPDH inhibitors against MLL-fusion AMLs and potentially other aggressive tumors with active TLR signaling.
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Affiliation(s)
- Xiaoxiao Liu
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier SciencesThe University of TokyoTokyoJapan
| | - Naru Sato
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Tomohiro Yabushita
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Jingmei Li
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier SciencesThe University of TokyoTokyoJapan
| | - Yuhan Jia
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier SciencesThe University of TokyoTokyoJapan
| | - Moe Tamura
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier SciencesThe University of TokyoTokyoJapan
| | - Shuhei Asada
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan,The Institute of Laboratory Animals, Tokyo Women's Medical UniversityTokyoJapan
| | - Takeshi Fujino
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Tsuyoshi Fukushima
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Taishi Yonezawa
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier SciencesThe University of TokyoTokyoJapan
| | - Yosuke Tanaka
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Tomofusa Fukuyama
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Akiho Tsuchiya
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Shiori Shikata
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Hiroyuki Iwamura
- FUJIFILM Corporation: Pharmaceutical Products DivisionTokyoJapan
| | - Chieko Kinouchi
- FUJIFILM Corporation: Bio Science & Engineering LaboratoriesKanagawaJapan
| | - Kensuke Komatsu
- FUJIFILM Corporation: Bio Science & Engineering LaboratoriesKanagawaJapan
| | - Satoshi Yamasaki
- Laboratory of Molecular Medicine, Human Genome Center, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Tatsuhiro Shibata
- Laboratory of Molecular Medicine, Human Genome Center, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Atsuo T Sasaki
- Division of Hematology and Oncology, Department of Internal MedicineUniversity of CincinnatiCincinnatiOHUSA
| | - Janet Schibler
- Division of Experimental Hematology and Cancer BiologyCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
| | - Mark Wunderlich
- Division of Experimental Hematology and Cancer BiologyCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
| | - Eric O'Brien
- Division of Oncology, Department of Pediatrics, University of CincinnatiCincinnatiOHUSA
| | - Benjamin Mizukawa
- Division of Experimental Hematology and Cancer BiologyCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
| | - James C Mulloy
- Division of Experimental Hematology and Cancer BiologyCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
| | - Yuki Sugiura
- Department of BiochemistryKeio University School of MedicineTokyoJapan
| | - Hitoshi Takizawa
- Laboratory of Stem Cell Stress, International Research Center for Medical SciencesKumamoto UniversityKumamotoJapan
| | - Takuma Shibata
- Division of Innate Immunity, Department of Microbiology and ImmunologyThe Institute of Medical Science, The University of TokyoTokyoJapan
| | - Kensuke Miyake
- Division of Innate Immunity, Department of Microbiology and ImmunologyThe Institute of Medical Science, The University of TokyoTokyoJapan
| | - Toshio Kitamura
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Susumu Goyama
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier SciencesThe University of TokyoTokyoJapan
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3
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Wojcicki AV, Kasowski MM, Sakamoto KM, Lacayo N. Metabolomics in acute myeloid leukemia. Mol Genet Metab 2020; 130:230-238. [PMID: 32457018 DOI: 10.1016/j.ymgme.2020.05.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 05/12/2020] [Accepted: 05/13/2020] [Indexed: 12/16/2022]
Abstract
Acute myeloid leukemia (AML) is a complex, heterogenous hematological malignancy caused by mutations in myeloid differentiation and proliferation. Response to therapy and long-term outcomes vary widely based on chromosomal and molecular aberrations. Many platforms have been used to characterize and stratify AML. Metabolomics, the global profiling of small molecules in a biological sample, has emerged in the last decade as an important tool for studying the metabolic dependency of cancer cells. Metabolic reprogramming is not only an important manifestation of AML but clinically relevant for diagnosis, risk stratification and targeted drug development. In this review, we discuss notable metabolic studies of the last decade and their application to novel therapies.
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Affiliation(s)
- Anna V Wojcicki
- Division of Hematology/Oncology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Maya M Kasowski
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Kathleen M Sakamoto
- Division of Hematology/Oncology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
| | - Norman Lacayo
- Division of Hematology/Oncology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
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Garcia-Manero G, Pemmaraju N, Alvarado Y, Naqvi K, Ravandi F, Jabbour E, De Lumpa R, Kantarjian H, Advani A, Mukherjee S, Gerds A, Carraway HE, Nazha A, Iwamura H, Murase M, Bavisotto L, Kurman M, Maier G, Johansen M, Sekeres MA. Results of a Phase 1/2a dose-escalation study of FF-10501-01, an IMPDH inhibitor, in patients with acute myeloid leukemia or myelodysplastic syndromes. Leuk Lymphoma 2020; 61:1943-1953. [PMID: 32264726 DOI: 10.1080/10428194.2020.1747065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
FF-10501-01 potently inhibits inosine-5-monophosphate dehydrogenase (IMPDH), inducing anti-proliferative and pro-apoptotic effects in acute myeloid leukemia (AML) human cell lines resistant to hypomethylating agents. In this Phase 1/2a study, Phase 1 enrolled 38 patients with relapsed/refractory AML (n = 28) or myelodysplastic syndromes (MDS/CMML, n = 10) to receive FF-10501 oral doses 50-500 mg/m2 BID for 14 or 21 days out of each 28-day cycle. Fifteen additional patients with HMA-resistant MDS/CMML (Phase 2a) were treated at 400 mg/m2 BID for 21 days. Most Phase 1 adverse events were disease-related and low-grade. 3 of 19 (16%) evaluable AML patients achieved partial remission (31, 7, and 5 months). 2 of 20 (10%) evaluable MDS/CMML patients (Phase 1 and 2a) attained marrow complete remission, one continuing treatment for 17 months. While FF-10501-01 demonstrated clinical activity and target inhibition in heavily pretreated patients with AML and MDS/CMML, increased mucositis events led to Phase 2a closure (ClinTrials.gov#NCT02193958).
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Affiliation(s)
| | - Naveen Pemmaraju
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yesid Alvarado
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kiran Naqvi
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Farhad Ravandi
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Elias Jabbour
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ricardo De Lumpa
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hagop Kantarjian
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anjali Advani
- Leukemia Program, Department of Hematology and Medical Oncology, Cleveland Clinic, Cleveland, OH, USA
| | - Sudipto Mukherjee
- Leukemia Program, Department of Hematology and Medical Oncology, Cleveland Clinic, Cleveland, OH, USA
| | - Aaron Gerds
- Leukemia Program, Department of Hematology and Medical Oncology, Cleveland Clinic, Cleveland, OH, USA
| | - Hetty E Carraway
- Leukemia Program, Department of Hematology and Medical Oncology, Cleveland Clinic, Cleveland, OH, USA
| | - Aziz Nazha
- Leukemia Program, Department of Hematology and Medical Oncology, Cleveland Clinic, Cleveland, OH, USA
| | | | | | | | - Michael Kurman
- FUJIFILM Pharmaceuticals U.S.A., Inc, Cambridge, MA, USA
| | - Gary Maier
- FUJIFILM Pharmaceuticals U.S.A., Inc, Cambridge, MA, USA
| | - Mary Johansen
- FUJIFILM Pharmaceuticals U.S.A., Inc, Cambridge, MA, USA
| | - Mikkael A Sekeres
- Leukemia Program, Department of Hematology and Medical Oncology, Cleveland Clinic, Cleveland, OH, USA
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Camici M, Garcia-Gil M, Pesi R, Allegrini S, Tozzi MG. Purine-Metabolising Enzymes and Apoptosis in Cancer. Cancers (Basel) 2019; 11:cancers11091354. [PMID: 31547393 PMCID: PMC6769685 DOI: 10.3390/cancers11091354] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 09/03/2019] [Accepted: 09/07/2019] [Indexed: 12/17/2022] Open
Abstract
The enzymes of both de novo and salvage pathways for purine nucleotide synthesis are regulated to meet the demand of nucleic acid precursors during proliferation. Among them, the salvage pathway enzymes seem to play the key role in replenishing the purine pool in dividing and tumour cells that require a greater amount of nucleotides. An imbalance in the purine pools is fundamental not only for preventing cell proliferation, but also, in many cases, to promote apoptosis. It is known that tumour cells harbour several mutations that might lead to defective apoptosis-inducing pathways, and this is probably at the basis of the initial expansion of the population of neoplastic cells. Therefore, knowledge of the molecular mechanisms that lead to apoptosis of tumoural cells is key to predicting the possible success of a drug treatment and planning more effective and focused therapies. In this review, we describe how the modulation of enzymes involved in purine metabolism in tumour cells may affect the apoptotic programme. The enzymes discussed are: ectosolic and cytosolic 5'-nucleotidases, purine nucleoside phosphorylase, adenosine deaminase, hypoxanthine-guanine phosphoribosyltransferase, and inosine-5'-monophosphate dehydrogenase, as well as recently described enzymes particularly expressed in tumour cells, such as deoxynucleoside triphosphate triphosphohydrolase and 7,8-dihydro-8-oxoguanine triphosphatase.
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Affiliation(s)
- Marcella Camici
- Dipartimento di Biologia, Unità di Biochimica, Via S. Zeno 51, 56127 Pisa, Italy.
| | - Mercedes Garcia-Gil
- Dipartimento di Biologia, Unità di Fisiologia Generale, Via S. Zeno 31, 56127 Pisa, Italy
| | - Rossana Pesi
- Dipartimento di Biologia, Unità di Biochimica, Via S. Zeno 51, 56127 Pisa, Italy
| | - Simone Allegrini
- Dipartimento di Biologia, Unità di Biochimica, Via S. Zeno 51, 56127 Pisa, Italy
| | - Maria Grazia Tozzi
- Dipartimento di Biologia, Unità di Biochimica, Via S. Zeno 51, 56127 Pisa, Italy
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Anti-Tumor Potential of IMP Dehydrogenase Inhibitors: A Century-Long Story. Cancers (Basel) 2019; 11:cancers11091346. [PMID: 31514446 PMCID: PMC6770829 DOI: 10.3390/cancers11091346] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Revised: 09/01/2019] [Accepted: 09/02/2019] [Indexed: 01/15/2023] Open
Abstract
The purine nucleotides ATP and GTP are essential precursors to DNA and RNA synthesis and fundamental for energy metabolism. Although de novo purine nucleotide biosynthesis is increased in highly proliferating cells, such as malignant tumors, it is not clear if this is merely a secondary manifestation of increased cell proliferation. Suggestive of a direct causative effect includes evidence that, in some cancer types, the rate-limiting enzyme in de novo GTP biosynthesis, inosine monophosphate dehydrogenase (IMPDH), is upregulated and that the IMPDH inhibitor, mycophenolic acid (MPA), possesses anti-tumor activity. However, historically, enthusiasm for employing IMPDH inhibitors in cancer treatment has been mitigated by their adverse effects at high treatment doses and variable response. Recent advances in our understanding of the mechanistic role of IMPDH in tumorigenesis and cancer progression, as well as the development of IMPDH inhibitors with selective actions on GTP synthesis, have prompted a reappraisal of targeting this enzyme for anti-cancer treatment. In this review, we summarize the history of IMPDH inhibitors, the development of new inhibitors as anti-cancer drugs, and future directions and strategies to overcome existing challenges.
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Matsumoto T, Jimi S, Migita K, Terada K, Mori M, Takamatsu Y, Suzumiya J, Hara S. FF-10501 induces caspase-8-mediated apoptotic and endoplasmic reticulum stress-mediated necrotic cell death in hematological malignant cells. Int J Hematol 2019; 110:606-617. [PMID: 31407254 DOI: 10.1007/s12185-019-02722-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 08/06/2019] [Accepted: 08/06/2019] [Indexed: 02/08/2023]
Abstract
FF-10501 is a novel inhibitor of inosine monophosphate dehydrogenase (IMPDH). Clinical trials of FF-10501 for myelodysplastic syndromes (MDS) and acute myeloid leukemia (AML) are currently being conducted in the United States. Although it has been shown that FF-10501 induces apoptosis in hematological malignant cells, the intracellular mechanisms of this effect have not been characterized. We conducted an in vitro study to elucidate the mechanisms of FF-10501-induced cell death using 12 hematological malignant cell lines derived from myeloid and lymphoid malignancies. FF-10501 suppressed the growth of each cell line in a dose-dependent manner. However, the clinically relevant dose (40 μM) of FF-10501 induced cell death in three cell lines (MOLM-13, OCI-AML3, and MOLT-3). Investigation of the cell death mechanism suggested that FF-10501 induces both apoptotic and necrotic cell death. FF-10501-induced apoptosis was mediated by caspase-8 activation followed by activation of the mitochondrial pathway in MOLM-13 and MOLT-3 cells. FF-10501 induced necrotic cell death via endoplasmic reticulum stress in OCI-AML3 cells. The present study is the first to identify intracellular pathways involved in FF-10501-induced cell death.
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Affiliation(s)
- Taichi Matsumoto
- Department of Drug Informatics, Faculty of Pharmaceutical Sciences, Fukuoka University, 8-19-1, Nanakuma, Jounan, Fukuoka, 814-0180, Japan.
| | - Shiro Jimi
- Central Laboratory of Pathology and Morphology, Department of Medicine, Fukuoka University, Fukuoka, Japan
| | - Keisuke Migita
- Department of Drug Informatics, Faculty of Pharmaceutical Sciences, Fukuoka University, 8-19-1, Nanakuma, Jounan, Fukuoka, 814-0180, Japan
| | - Kazuki Terada
- Laboratory of Drug Design and Drug Delivery, Faculty of Pharmaceutical Sciences, Fukuoka University, Fukuoka, Japan
| | - Masayoshi Mori
- Department of Pharmacotherapeutics, Faculty of Pharmaceutical Sciences, Fukuoka University, Fukuoka, Japan
| | - Yasushi Takamatsu
- Division of Medical Oncology, Hematology, and Infectious Diseases, Department of Medicine, Fukuoka University, Fukuoka, Japan
| | - Junji Suzumiya
- Department of Oncology/Hematology, Shimane University Hospital, Shimane, Japan
| | - Shuuji Hara
- Department of Drug Informatics, Faculty of Pharmaceutical Sciences, Fukuoka University, 8-19-1, Nanakuma, Jounan, Fukuoka, 814-0180, Japan
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Rafiq S, Raza MH, Younas M, Naeem F, Adeeb R, Iqbal J, Anwar P, Sajid U, Manzoor HM. Molecular Targets of Curcumin and Future Therapeutic Role in Leukemia. ACTA ACUST UNITED AC 2018. [DOI: 10.4236/jbm.2018.64003] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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