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Stiehl T, Ho AD, Marciniak-Czochra A. Mathematical modeling of the impact of cytokine response of acute myeloid leukemia cells on patient prognosis. Sci Rep 2018; 8:2809. [PMID: 29434256 PMCID: PMC5809606 DOI: 10.1038/s41598-018-21115-4] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 01/30/2018] [Indexed: 12/14/2022] Open
Abstract
Acute myeloid leukemia (AML) is a heterogeneous disease. One reason for the heterogeneity may originate from inter-individual differences in the responses of leukemic cells to endogenous cytokines. On the basis of mathematical modeling, computer simulations and patient data, we have provided evidence that cytokine-independent leukemic cell proliferation may be linked to early relapses and poor overall survival. Depending whether the model of cytokine-dependent or cytokine-independent leukemic cell proliferation fits to the clinical data, patients can be assigned to two groups that differ significantly with respect to overall survival. The modeling approach further enables us to identify parameter constellations that can explain unexpected responses of some patients to external cytokines such as blast crisis or remission without chemotherapy.
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Affiliation(s)
- Thomas Stiehl
- Institute of Applied Mathematics, Interdisciplinary Center of Scientific Computing and BIOQUANT Center, Heidelberg University, Im Neuenheimer Feld 205, 69120, Heidelberg, Germany.
| | - Anthony D Ho
- Department of Medicine V, Heidelberg University Hospital, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
| | - Anna Marciniak-Czochra
- Institute of Applied Mathematics, Interdisciplinary Center of Scientific Computing and BIOQUANT Center, Heidelberg University, Im Neuenheimer Feld 205, 69120, Heidelberg, Germany
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Shen Y, He A, Wang F, Bai J, Wang J, Zhao W, Zhang W, Cao X, Chen Y, Liu J, Ma X, Chen H, Feng Y, Yang Y. Granulocyte colony stimulating factor priming chemotherapy is more effective than standard chemotherapy as salvage therapy in relapsed acute myeloid leukemia. Med Clin (Barc) 2017; 151:339-344. [PMID: 29292108 DOI: 10.1016/j.medcli.2017.11.027] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 10/07/2017] [Accepted: 11/02/2017] [Indexed: 01/02/2023]
Abstract
INTRODUCTION AND OBJECTIVE To improve the complete remission (CR) rate of newly diagnosed acute myeloid leukemia (AML) patients and alleviate the severe side effects of double induction chemotherapy, we combined a standard regimen with granulocyte colony-stimulating factor (G-CSF) priming chemotherapy to compose a new double induction regimen for AML patients who failed to achieve CR after the first course. PATIENTS AND METHODS Ninety-seven patients with AML who did not achieve CR after the first course of standard chemotherapy were enrolled. Among them, 45 patients received G-CSF priming combined with low-dose chemotherapy during days 20-22 of the first course of chemotherapy, serving as priming group, 52 patients were administered standard chemotherapy again, serving as control group. RESULTS Between the two groups there were no differences in the French-American-British (FAB) classification, risk status, the first course of chemotherapy, blood cell count or blasts percentage of bone marrow before the second course. But the CR rate was significantly higher and the adverse effect was much lower in the priming group than the control group. Cox multivariate regression analysis showed that WBC level before the second course and the selection of the second chemotherapy regimen were two independent factors for long survival of patients. DISCUSSION These results elucidate that standard chemotherapy followed by G-CSF priming new double induction chemotherapy is an effective method for AML patients to improve CR rate and reduce adverse effects.
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Affiliation(s)
- Ying Shen
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China
| | - Aili He
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China; National-Local Joint Engineering Research Center of Biodiagnostics and Biotherapy, 710004 Xi'an, Shaanxi, China
| | - Fangxia Wang
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China
| | - Ju Bai
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China
| | - Jianli Wang
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China
| | - Wanhong Zhao
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China
| | - Wanggang Zhang
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China
| | - Xingmei Cao
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China
| | - Yinxia Chen
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China
| | - Jie Liu
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China
| | - Xiaorong Ma
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China
| | - Hongli Chen
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China
| | - Yuandong Feng
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China
| | - Yun Yang
- Department of Hematology, Second Affiliated Hospital, Xi'an Jiaotong University, 710004 Xi'an, Shaanxi, China.
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Vives S, Oriol A, Piernas S, Brunet S, Clapés V, Guardia R, Subirà M, Sierra J, Ribera JM. Feasibility and efficacy of outpatient therapy with intermediate dose cytarabine, fludarabine and idarubicin for patients with acute myeloid leukaemia aged 70 or older. Eur J Haematol 2015; 95:576-82. [DOI: 10.1111/ejh.12538] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/13/2015] [Indexed: 12/11/2022]
Affiliation(s)
- Susana Vives
- Haematology Department; ICO-Hospital Germans Trias i Pujol; Badalona Spain
- Haematology Department; Jose Carreras Leukaemia Research Institute; Universitat Autonòma of Barcelona; Barcelona Spain
| | - Albert Oriol
- Haematology Department; ICO-Hospital Germans Trias i Pujol; Badalona Spain
- Haematology Department; Jose Carreras Leukaemia Research Institute; Universitat Autonòma of Barcelona; Barcelona Spain
| | - Sònia Piernas
- Haematology Department; Hospital Taulí; Sabadell Spain
| | - Salut Brunet
- Haematology Department; Jose Carreras Leukaemia Research Institute; Universitat Autonòma of Barcelona; Barcelona Spain
- Haematology Department; Hospital de la Santa Creu i Sant Pau; Barcelona Spain
| | - Victòria Clapés
- Haematology Department; ICO-Hospital Duran y Reynals; Barcelona Spain
| | - Ramon Guardia
- Haematology Department; ICO-Hospital Josep Trueta; Girona Spain
| | | | - Jordi Sierra
- Haematology Department; Jose Carreras Leukaemia Research Institute; Universitat Autonòma of Barcelona; Barcelona Spain
- Haematology Department; Hospital de la Santa Creu i Sant Pau; Barcelona Spain
| | - Josep-Maria Ribera
- Haematology Department; ICO-Hospital Germans Trias i Pujol; Badalona Spain
- Haematology Department; Jose Carreras Leukaemia Research Institute; Universitat Autonòma of Barcelona; Barcelona Spain
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Uchino Y, Iriyama N, Hatta Y, Takei M. Granulocyte colony-stimulating factor potentiates all-trans retinoic acid-induced granulocytic differentiation in acute promyelocytic leukemia cell line HT93A. Cancer Cell Int 2015; 15:30. [PMID: 25805962 PMCID: PMC4372317 DOI: 10.1186/s12935-015-0176-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2014] [Accepted: 02/13/2015] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Granulocyte colony-stimulating factor (G-CSF) promotes proliferation, survival, and differentiation of myeloid-linage leukemic cells, as well as normal hematopoietic cells. Terminal granulocytic differentiation can be induced in acute promyelocytic (APL) cell line HT93A by G-CSF and all-trans retinoic acid (ATRA). Because the detailed mechanism has never been shown, we investigated the signal transduction pathway in granulocytic differentiation by G-CSF, alone or in combination with ATRA. METHODS HT93A cell viability and growth were investigated by trypan blue exclusion assay. Cell differentiation was assessed by CD11b and CD34 expressions. Intracellular protein expressions were also evaluated by flow cytometry after fixation and permeabilization. RESULTS ATRA (100 nM) induced granulocytic differentiation (upregulation of CD11b and downregulation of CD34) and the effect was potentiated by addition of G-CSF, while G-CSF alone had no effect on HT93A cells. The addition of G-CSF to ATRA had little or no effect on NB4 and THP-1 cells in comparison to ATRA alone. G-CSF receptor expression was reduced by ATRA treatment in a time-dependent manner. After 5 days' incubation with ATRA, the expression levels of signal transducer and activator of transcription (STAT) 3, and phosphorylated STAT3 and STAT5, were significantly reduced. STAT5 was strongly activated by G-CSF stimulation in ATRA-pretreated cells in comparison to untreated cells. In contrast, STAT3 showed no response to G-CSF. Janus kinase (JAK) inhibitor ruxolitinib (320 nM) had little or no effect on ATRA-induced differentiation, but eliminated the enhancing effect of G-CSF, as evidenced by the levels of CD11b and CD34 expression. These results suggest G-CSF activates STAT5 through the JAK pathway in combination with ATRA, resulting in myeloid differentiation in HT93A cells. CONCLUSIONS In conclusion, activation of the JAK-STAT pathway is likely essential for inducting differentiation in the APL cell line HT93A; thus, monitoring its expression and activation is important for predicting clinical efficacy and understanding the mechanisms of cytokine-dependent myelopoiesis, proliferation, and differentiation of acute myeloid leukemia.
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Affiliation(s)
- Yoshihito Uchino
- Division of Hematology and Rheumatology, Department of Medicine, Nihon University School of Medicine, 30-1 Oyaguchi Kami-cho, Itabashi-ku, Tokyo 173-8610 Japan
| | - Noriyoshi Iriyama
- Division of Hematology and Rheumatology, Department of Medicine, Nihon University School of Medicine, 30-1 Oyaguchi Kami-cho, Itabashi-ku, Tokyo 173-8610 Japan
| | - Yoshihiro Hatta
- Division of Hematology and Rheumatology, Department of Medicine, Nihon University School of Medicine, 30-1 Oyaguchi Kami-cho, Itabashi-ku, Tokyo 173-8610 Japan
| | - Masami Takei
- Division of Hematology and Rheumatology, Department of Medicine, Nihon University School of Medicine, 30-1 Oyaguchi Kami-cho, Itabashi-ku, Tokyo 173-8610 Japan
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Optimal therapy for adult patients with acute myeloid leukemia in first complete remission. Curr Treat Options Oncol 2015; 15:171-86. [PMID: 24792016 DOI: 10.1007/s11864-014-0281-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Although it is absolutely clear that postremission therapy is currently necessary to obtain disease-free long-term survivorship for patients with acute myeloid leukemia (AML) in first complete remission (CR), it is not entirely clear what form that treatment should take. High-dose cytarabine is clearly effective and there definitely is a dose-response relationship for cytarabine and remission duration. High-dose cytarabine is effective for younger patients but not elderly patients. It is effective for patients with favorable cytogenetics but it is not clear whether it is effective for patients with intermediate or unfavorable cytogenetics. Furthermore, it is not clear what the most effective and least toxic dose and schedule of high-dose cytarabine is.
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Kaur I, Constance JE, Kosak KM, Spigarelli MG, Sherwin CMT. An extensive pharmacokinetic, metabolic and toxicological review of elderly patients under intensive chemotherapy for acute myeloid leukemia. Expert Opin Drug Metab Toxicol 2014; 11:53-65. [DOI: 10.1517/17425255.2015.972934] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Imit Kaur
- 1University of Utah School of Medicine, Division of Clinical Pharmacology, Department of Pediatrics, 295 Chipeta Way, Salt Lake City, UT 84108, USA ;
| | - Jonathan E Constance
- 1University of Utah School of Medicine, Division of Clinical Pharmacology, Department of Pediatrics, 295 Chipeta Way, Salt Lake City, UT 84108, USA ;
| | - Ken M Kosak
- 2University of Utah, Division of Hematology and Hematologic Malignancies and Huntsman Cancer Institute, Salt Lake City, UT, USA
| | - Michael G Spigarelli
- 1University of Utah School of Medicine, Division of Clinical Pharmacology, Department of Pediatrics, 295 Chipeta Way, Salt Lake City, UT 84108, USA ;
| | - Catherine MT Sherwin
- 1University of Utah School of Medicine, Division of Clinical Pharmacology, Department of Pediatrics, 295 Chipeta Way, Salt Lake City, UT 84108, USA ;
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