1
|
Zad Z, Bonecker S, Wang T, Zalcberg I, Stelzer GT, Sabioni B, Gutiyama LM, Fleck JL, Paschalidis IC. Prediction of deep molecular response in chronic myeloid leukemia using supervised machine learning models. Leuk Res 2024; 141:107502. [PMID: 38636414 DOI: 10.1016/j.leukres.2024.107502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 03/27/2024] [Accepted: 04/13/2024] [Indexed: 04/20/2024]
MESH Headings
- Humans
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/diagnosis
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy
- Supervised Machine Learning
- Prognosis
Collapse
Affiliation(s)
- Zahra Zad
- Department of Electrical and Computer Engineering, Department of Biomedical Engineering, Division of Systems Engineering, Faculty of Computing & Data Sciences, and Hariri Institute for Computing and Computational Science & Engineering, Boston University, Boston, MA, United States
| | - Simone Bonecker
- Brazilian National Cancer Institute (INCA), Rio de Janeiro, Brazil
| | - Taiyao Wang
- Department of Electrical and Computer Engineering, Department of Biomedical Engineering, Division of Systems Engineering, Faculty of Computing & Data Sciences, and Hariri Institute for Computing and Computational Science & Engineering, Boston University, Boston, MA, United States
| | - Ilana Zalcberg
- Brazilian National Cancer Institute (INCA), Rio de Janeiro, Brazil
| | - Gustavo T Stelzer
- Institute of Medical Biochemistry Leopoldo de Meis, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | - Bruna Sabioni
- Department of Hematology, Clementino Fraga Filho Univ Hospital, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | | | - Julia L Fleck
- Mines Saint-Etienne, Univ Clermont Auvergne, CNRS, UMR 6158 LIMOS, Centre CIS, Saint-Etienne, France
| | - Ioannis Ch Paschalidis
- Department of Electrical and Computer Engineering, Department of Biomedical Engineering, Division of Systems Engineering, Faculty of Computing & Data Sciences, and Hariri Institute for Computing and Computational Science & Engineering, Boston University, Boston, MA, United States.
| |
Collapse
|
2
|
Kaddoura R, Dabdoob WA, Ahmed K, Yassin MA. A practical guide to managing cardiopulmonary toxicities of tyrosine kinase inhibitors in chronic myeloid leukemia. Front Med (Lausanne) 2023; 10:1163137. [PMID: 37358999 PMCID: PMC10286131 DOI: 10.3389/fmed.2023.1163137] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 04/03/2023] [Indexed: 06/28/2023] Open
Abstract
Tyrosine kinase inhibitors (TKIs) have revolutionized the treatment of chronic myeloid leukemia (CML) but their use was associated with a range of serious cardiopulmonary toxicities including vascular adverse events, QT prolongation, heart failure, pleural effusion, and pulmonary arterial hypertension. Dedicated clinical management guidelines for TKI-induced toxicities are not available. This review aims to discuss TKI-associated cardiopulmonary toxicities and proposes a practical guide for their management.
Collapse
|
3
|
Cheng F, Li Q, Cui Z, Hong M, Li W, Zhang Y. Dose optimization strategy of the tyrosine kinase inhibitors imatinib, dasatinib, and nilotinib for chronic myeloid leukemia: From clinical trials to real-life settings. Front Oncol 2023; 13:1146108. [PMID: 37091188 PMCID: PMC10113500 DOI: 10.3389/fonc.2023.1146108] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 03/23/2023] [Indexed: 04/08/2023] Open
Abstract
With the advent of tyrosine kinase inhibitors (TKIs), the treatment prospects of chronic myeloid leukemia (CML) have changed markedly. This innovation can lengthen the long-term survival of patients suffering from CML. However, long-term exposure to TKIs is accompanied by various adverse events (AEs). The latter affect the quality of life and compliance of patients with CML, and may lead to serious disease progression (and even death). Recently, increasing numbers of patients with CML have begun to pursue a dose optimization strategy. Dose optimization may be considered at all stages of the entire treatment, which includes dose reduction and discontinuation of TKIs therapy. In general, reduction of the TKI dose is considered to be an important measure to reduce AEs and improve quality of life on the premise of maintaining molecular responses. Furthermore, discontinuation of TKIs therapy has been demonstrated to be feasible and safe for about half of patients with a stable optimal response and a longer duration of TKI treatment. This review focuses mainly on the latest research of dose optimization of imatinib, dasatinib, and nilotinib in CML clinical trials and real-life settings. We consider dose reduction in newly diagnosed patients, or in optimal response, or for improving AEs, either as a prelude to treatment-free remission (TFR) or as maintenance therapy in those patients unable to discontinue TKIs therapy. In addition, we also focus on discontinuation of TKIs therapy and second attempts to achieve TFR.
Collapse
Affiliation(s)
- Fang Cheng
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China
- Hubei Key Laboratory of Biological Targeted Therapy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qiang Li
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China
| | - Zheng Cui
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China
| | - Mei Hong
- Hubei Key Laboratory of Biological Targeted Therapy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Weiming Li
- Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Yu Zhang, ; Weiming Li,
| | - Yu Zhang
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China
- *Correspondence: Yu Zhang, ; Weiming Li,
| |
Collapse
|
4
|
Cheng F, Zeng F, Li Q, Cui Z, Chen Y, Li W, Zhang Y. Imatinib dose optimization based on therapeutic drug monitoring in Chinese patients with chronic-phase chronic myeloid leukemia. Cancer 2022; 128:3951-3958. [PMID: 36181667 DOI: 10.1002/cncr.34478] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 08/05/2022] [Accepted: 08/15/2022] [Indexed: 11/12/2022]
Abstract
BACKGROUND Imatinib treatment often produces various adverse reactions in patients with chronic myeloid leukemia (CML), and increasing patients are pursuing dose optimization. In this study, the authors aimed to explore imatinib dose optimization based on therapeutic drug monitoring (TDM) in CML patients. METHODS The relationship between imatinib concentration and clinical response and adverse reactions was evaluated, then the dose-reduction data in 110 Chinese CML patients was also explored. RESULTS Patients with a major molecular response (MMR) had higher imatinib plasma concentration compared with those not achieving MMR (1473.70 ± 419.13 vs. 985.8 ± 213.32 ng/ml) when receiving 400 mg daily. Imatinib concentration >1000 ng/ml predicted improved event-free survival and failure-free survival. In addition, imatinib concentration was significantly correlated with leukopenia or neutropenia, diarrhea, edema, and rash. Patients receiving imatinib concentration >1685 ng/ml were more susceptible to diarrhea and those with levels >1575 ng/ml were more susceptible to periorbital and limb edema. Thirty-nine (35.5%) patients underwent low-dose therapy and seven (6.4%) patients received discontinuation therapy. Patients with a higher imatinib concentration were more likely to maintain MMR or deep molecular response after dose reduction. No significant difference in molecular relapse-free survival rate was observed between the low-dose and standard-dose groups over 1 year and 2 years. Furthermore, most adverse reactions significantly improved after dose reduction. CONCLUSIONS Imatinib concentration was closely associated with clinical response and adverse reactions, suggesting that dose optimization based on TDM might achieve beneficial clinical outcomes. Dose reduction based on TDM is feasible and safe for patients exhibiting optimal response, which could improve adverse reactions.
Collapse
Affiliation(s)
- Fang Cheng
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China
| | - Fang Zeng
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China
| | - Qiang Li
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China
| | - Zheng Cui
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China
| | - Yilin Chen
- Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Weiming Li
- Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yu Zhang
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China
| |
Collapse
|
5
|
Yoshifuji K, Sasaki K. Adverse events and dose modifications of tyrosine kinase inhibitors in chronic myelogenous leukemia. Front Oncol 2022; 12:1021662. [PMID: 36276124 PMCID: PMC9583346 DOI: 10.3389/fonc.2022.1021662] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 09/21/2022] [Indexed: 11/21/2022] Open
Abstract
The prognosis of chronic myelogenous leukemia (CML-CP) in chronic phase has improved dramatically since the introduction of imatinib. In addition to imatinib, second- and third-generation tyrosine kinase inhibitors (TKIs) and a novel allosteric inhibitor, asciminib, are now available. During long-term TKI therapy, the optimal selection of TKI therapy for individual patients requires the understanding of specific patterns of toxicity profile to minimize chronic toxicity and the risk of adverse events, including pulmonary arterial hypertension, pleural effusion, and cardiovascular events. Given the high efficacy of TKI therapy, dose modifications of TKI therapy reduce the risk of toxicities and improves quality of life during therapy. In this review article, we summarize the characteristics and adverse event profile of each TKI and dose modifications in patients with CML-CP and discuss future perspectives in the treatment of CML-CP.
Collapse
Affiliation(s)
- Kota Yoshifuji
- Department of Hematology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Koji Sasaki
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
- *Correspondence: Koji Sasaki,
| |
Collapse
|
6
|
Adattini JA, Gross AS, Wong Doo N, McLachlan AJ. Real-world efficacy and safety outcomes of imatinib treatment in patients with chronic myeloid leukemia: An Australian experience. Pharmacol Res Perspect 2022; 10:e01005. [PMID: 36106342 PMCID: PMC9475133 DOI: 10.1002/prp2.1005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 08/12/2022] [Indexed: 11/28/2022] Open
Abstract
Tyrosine kinase inhibitors (TKI) have revolutionized the treatment of chronic myeloid leukemia (CML), but patients still experience treatment-limiting toxicities or therapeutic failure. To investigate the real-world use and outcomes of imatinib in patients with CML in Australia, a retrospective cohort study of patients with CML commencing imatinib (2001-2018) was conducted across two sites. Prescribing patterns, tolerability outcomes, and survival and molecular response were evaluated. 86 patients received 89 imatinib treatments. Dose modifications were frequently observed (12-month rate of 58%). At last follow-up, 62 patients (5-year rate of 55%) had permanently discontinued imatinib treatment, of which 44 switched to another TKI (5-year rate of 46%). Within 3 months of starting imatinib, 43% (95% CI, 32%-53%) of patients experienced imatinib-related grade ≥3 adverse drug reactions (ADRs). Higher comorbidity score, lower body weight, higher imatinib starting dose, and Middle Eastern or North African ancestry were associated with a higher risk of grade ≥3 ADR occurrence on multivariable analysis (MVA). Estimated overall survival and event-free survival rates at 3 years were 97% (95% CI, 92%-100%) and 81% (95% CI, 72%-92%), respectively. Cumulative incidence of major molecular response (MMR) at 3 years was 63% (95% CI, 50%-73%). On MVA, imatinib starting dose, ELTS score, BCR-ABL1 transcript type, pre-existing pulmonary disease, and potential drug-drug interactions were predictive of MMR. In conclusion, imatinib induced deep molecular responses that translated to good survival outcomes in a real-world setting, but was associated with a higher incidence of ADRs, dose modifications and treatment discontinuations than in clinical trials.
Collapse
Affiliation(s)
| | - Annette S. Gross
- Sydney Pharmacy SchoolThe University of SydneySydneyNew South WalesAustralia
- Clinical Pharmacology Modelling & SimulationGlaxoSmithKline R &DSydneyNew South WalesAustralia
| | - Nicole Wong Doo
- Concord Cancer CentreConcord Repatriation General HospitalSydneyNew South WalesAustralia
| | - Andrew J. McLachlan
- Sydney Pharmacy SchoolThe University of SydneySydneyNew South WalesAustralia
| |
Collapse
|
7
|
Yılmaz F, Albayrak M, Tığlıoğlu P, Tığlıoğlu M, Sağlam B, Reis Aras M, Maral S, Afacan Öztürk HB. Vitreous hemorrhage: A rare ophthalmic adverse effect due to imatinib treatment. J Oncol Pharm Pract 2021; 28:725-728. [PMID: 34775854 DOI: 10.1177/10781552211060730] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
INTRODUCTION Imatinib is generally well tolerated by patients. The most common ophthalmic side effects are eyelid edema and periorbital edema. Other side effects which occur at rates of <1% include blepharitis, blurred vision, conjunctival hemorrhage, conjunctivitis, retinal hemorrhage, etc. An uncommon case is here reported of a 51-year-old male with chronic myeloid leukemia who developed vitreous hemorrhage due to imatinib after 9 months of treatment. CASE REPORT A 51-year-old male with leukocytosis detected in the blood test examination was referred to the Hematology Department. The bone marrow biopsy result was compatible with chronic myeloid leukemia. Imatinib treatment (400 mg/day) was started. In the ninth month of imatinib treatment, the patient complained of a sudden decrease in vision. Vitreous hemorrhage was detected in the left eye and the patient underwent surgery. Vitreous hemorrhage recurred 1 month after the operation. On the fourth day after the discontinuation of imatinib treatment, the patient's ophthalmic complaints improved significantly. The Naranjo algorithm was applied and a score of 9 was detected. The vitreous hemorrhage of the patient was attributed to imatinib, and so the treatment of the patient was switched to bosutinib. DISCUSSION Imatinib is an oral signal inhibitor that targets tyrosine kinase for BCR/ABL, platelet-derived growth factor, stem cell factor, and c-kit (CD117). The conjunctiva and sclera have a large amount of c-kit positive mast cells which are inhibited by imatinib. The inhibition of c-kit positive mast cells by imatinib may be responsible for further exposure of the conjunctival mucosa to injuries.
Collapse
Affiliation(s)
- Fatma Yılmaz
- University of Health Sciences, 146992Diskapi Yildirim Beyazit Training and Research Hospital, Department of Hematology, Ankara, Turkey
| | - Murat Albayrak
- University of Health Sciences, 146992Diskapi Yildirim Beyazit Training and Research Hospital, Department of Hematology, Ankara, Turkey
| | - Pınar Tığlıoğlu
- University of Health Sciences, 146992Diskapi Yildirim Beyazit Training and Research Hospital, Department of Hematology, Ankara, Turkey
| | - Mesut Tığlıoğlu
- University of Health Sciences, 146992Diskapi Yildirim Beyazit Training and Research Hospital, Department of Hematology, Ankara, Turkey
| | - Buğra Sağlam
- University of Health Sciences, 146992Diskapi Yildirim Beyazit Training and Research Hospital, Department of Hematology, Ankara, Turkey
| | - Merih Reis Aras
- University of Health Sciences, 146992Diskapi Yildirim Beyazit Training and Research Hospital, Department of Hematology, Ankara, Turkey
| | - Senem Maral
- University of Health Sciences, 146992Diskapi Yildirim Beyazit Training and Research Hospital, Department of Hematology, Ankara, Turkey
| | - Hacer Berna Afacan Öztürk
- University of Health Sciences, 146992Diskapi Yildirim Beyazit Training and Research Hospital, Department of Hematology, Ankara, Turkey
| |
Collapse
|
8
|
Chen Y, Zou J, Cheng F, Li W. Treatment-Free Remission in Chronic Myeloid Leukemia and New Approaches by Targeting Leukemia Stem Cells. Front Oncol 2021; 11:769730. [PMID: 34778088 PMCID: PMC8581243 DOI: 10.3389/fonc.2021.769730] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 10/11/2021] [Indexed: 12/11/2022] Open
Abstract
The therapeutic landscape for chronic myeloid leukemia (CML) has improved significantly with the approval of tyrosine kinase inhibitors (TKIs) for therapeutic use. Most patients with optimal responses to TKIs can have a normal life expectancy. Treatment-free remission (TFR) after discontinuing TKI has increasingly become a new goal for CML treatment. However, TKI only "control" CML, and relapse after discontinuation has become a key factor hindering patient access to attempt TFR. In this study, we reviewed studies on TKI discontinuation, including both first and second-generation TKI. We also reviewed predictors of relapse, new monitoring methods, and strategies targeting leukemic stem cells.
Collapse
Affiliation(s)
| | | | | | - Weiming Li
- Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| |
Collapse
|
9
|
Castagnetti F, Pane F, Rosti G, Saglio G, Breccia M. Dosing Strategies for Improving the Risk-Benefit Profile of Ponatinib in Patients With Chronic Myeloid Leukemia in Chronic Phase. Front Oncol 2021; 11:642005. [PMID: 33796468 PMCID: PMC8009177 DOI: 10.3389/fonc.2021.642005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 01/29/2021] [Indexed: 01/01/2023] Open
Abstract
The treatment of chronic myeloid leukemia (CML) has been advanced by the development of small-molecule tyrosine kinase inhibitors (TKIs), which target the fusion protein BCR-ABL1 expressed by the Philadelphia chromosome. Ponatinib is a 3rd generation TKI that binds BCR-ABL1 with high affinity and inhibits most BCR-ABL1 mutants, including the T315I mutation. The approved starting dose of ponatinib is 45 mg once daily (full dose), however, the need for a full dose, especially in patients with dose adjustments due to tolerability problems, remains undemonstrated. Lower starting doses of ponatinib (30 mg or 15 mg once daily) for patients “with lesser degrees of resistance or multiple intolerances, especially those with an increased cardiovascular risk profile” has been recommended by the 2020 European LeukemiaNet. However, the available literature and guidance on the use of ponatinib at low dosage are limited. The objective of this paper is to describe how we select ponatinib dosage for CML patients in chronic phase in our clinical practice based on the available evidence and our clinical experience. We propose dosing regimens for the optimal starting dose for six generic cases of CML patients in chronic phase eligible for the switch to ponatinib and provide an algorithm to guide ponatinib dosing during treatment.
Collapse
Affiliation(s)
- Fausto Castagnetti
- Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli", Bologna, Italy.,Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy
| | - Fabrizio Pane
- Dipartimento di Medicina Clinica e Chirurgia, Università di Napoli Federico II, Napoli, Italy
| | - Gianantonio Rosti
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Giuseppe Saglio
- Division of Hematology & Internal Medicine, Department of Clinical & Biological Sciences of the University of Turin, 'San Luigi Gonzaga' University Hospital, Orbassano, Italy
| | - Massimo Breccia
- Hematology, Department of Translational and Precision Medicine, Sapienza University, Rome, Italy
| |
Collapse
|
10
|
Dose Optimization of Tyrosine Kinase Inhibitors in Chronic Myeloid Leukemia: A New Therapeutic Challenge. J Clin Med 2021; 10:jcm10030515. [PMID: 33535564 PMCID: PMC7867069 DOI: 10.3390/jcm10030515] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 01/26/2021] [Accepted: 01/28/2021] [Indexed: 12/18/2022] Open
Abstract
The chronic myeloid leukemia (CML) therapeutic landscape has dramatically changed with tyrosine kinase inhibitor (TKI) development, which allows a near-normal life expectancy. However, long-term TKI exposure has been associated with persistent adverse events (AEs) which negatively impact on quality of life (QoL) and have the potential to cause significant morbidity and mortality. In clinical practice, TKI dose reduction is usually considered to reduce AEs and improve QoL, but dose optimization could have also another aim, i.e., the achievement and maintenance of cytogenetic and molecular responses. While therapy cessation appeared as a safe option for about half of the patients achieving an optimal response, no systematic assessment of long-term TKI dose de-escalation has been made. The present review is focused on the most recent evidences for TKIs dose modifications in CML clinical studies and in the real-life setting. It will consider TKI dose modifications in newly diagnosed patients, dose reduction for AEs, or in deep molecular response, either as a prelude to treatment-free remission (TFR) or as continuous maintenance therapy in those patients not wishing to attempt TFR. In addition, it will focus on patients not achieving a molecular response deep enough to go to TFR, and for whom dose reduction could be an option to avoid AEs.
Collapse
|
11
|
Stagno F, Breccia M, Di Raimondo F. On the road to treatment-free remission in chronic myeloid leukemia: what about 'the others'? Expert Rev Anticancer Ther 2020; 20:1075-1081. [PMID: 32985290 DOI: 10.1080/14737140.2020.1829483] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
INTRODUCTION The treatment of chronic myeloid leukemia (CML) has been drastically changed by the approval of tyrosine kinase inhibitors (TKIs). CML is now managed as a chronic disease requiring both long-term treatment and close molecular monitoring in the majority of patients. AREAS COVERED Evidence suggests that in a substantial number of patients who have achieved a stable deep molecular response (DMR), TKI treatment can be safely discontinued without loss of response. Therefore, treatment-free remission (TFR), through the achievement of a DMR, is increasingly regarded as a feasible treatment goal in about 20% to 40% CML patients. Nevertheless, a proportion of patients with chronic-phase CML treated with TKIs remain in stable MMR and do not achieve a DMR. EXPERT OPINION We provide prospective views on how it is possible to optimize treatment for patients in stable MMR but not in DMR in order to finalize the therapeutic strategy.
Collapse
Affiliation(s)
- Fabio Stagno
- Hematology Section and BMT Unit, Rodolico Hospital, AOU Policlinico - V. Emanuele , Catania, Italy
| | - Massimo Breccia
- Hematology, Department of Precision and Translational Medicine, Policlinico Umberto 1, Sapienza University , Rome, Italy
| | - Francesco Di Raimondo
- Hematology Section and BMT Unit, Rodolico Hospital, AOU Policlinico - V. Emanuele , Catania, Italy
| |
Collapse
|
12
|
Managing chronic myeloid leukemia for treatment-free remission: a proposal from the GIMEMA CML WP. Blood Adv 2020; 3:4280-4290. [PMID: 31869412 DOI: 10.1182/bloodadvances.2019000865] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Accepted: 11/04/2019] [Indexed: 12/11/2022] Open
Abstract
Several papers authored by international experts have proposed recommendations on the management of BCR-ABL1+ chronic myeloid leukemia (CML). Following these recommendations, survival of CML patients has become very close to normal. The next, ambitious, step is to bring as many patients as possible into a condition of treatment-free remission (TFR). The Gruppo Italiano Malattie EMatologiche dell'Adulto (GIMEMA; Italian Group for Hematologic Diseases of the Adult) CML Working Party (WP) has developed a project aimed at selecting the treatment policies that may increase the probability of TFR, taking into account 4 variables: the need for TFR, the tyrosine kinase inhibitors (TKIs), the characteristics of leukemia, and the patient. A Delphi-like method was used to reach a consensus among the representatives of 50 centers of the CML WP. A consensus was reached on the assessment of disease risk (EUTOS Long Term Survival [ELTS] score), on the definition of the most appropriate age boundaries for the choice of first-line treatment, on the choice of the TKI for first-line treatment, and on the definition of the responses that do not require a change of the TKI (BCR-ABL1 ≤10% at 3 months, ≤1% at 6 months, ≤0.1% at 12 months, ≤0.01% at 24 months), and of the responses that require a change of the TKI, when the goal is TFR (BCR-ABL1 >10% at 3 and 6 months, >1% at 12 months, and >0.1% at 24 months). These suggestions may help optimize the treatment strategy for TFR.
Collapse
|
13
|
Hopkins AM, Menz BD, Wiese MD, Kichenadasse G, Gurney H, McKinnon RA, Rowland A, Sorich MJ. Nuances to precision dosing strategies of targeted cancer medicines. Pharmacol Res Perspect 2020; 8:e00625. [PMID: 32662214 PMCID: PMC7358594 DOI: 10.1002/prp2.625] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 06/22/2020] [Accepted: 06/22/2020] [Indexed: 01/05/2023] Open
Abstract
Selecting the dose of a targeted cancer medicine that is most appropriate for a specific individual is a rational approach to maximize therapeutic outcomes and minimize toxicity. There are many different options for optimizing the dose of targeted cancer medicines and the purpose of this review is to provide a comprehensive comparison of the main options explored in prospective studies. Precision initial dose selection of targeted cancer therapies has been minimally explored to date; however, concentration, toxicity, and therapeutic outcome markers are used to guide on-therapy dose adaption of targeted cancer therapies across several medicines and cancers. While a specific concentration, toxicity, or therapeutic outcome marker commonly dominates an investigated precision on-therapy dose adaption strategy, greater attention to simultaneously account for exposure, toxicity, therapeutic outcomes, disease status, time since treatment initiation and patient preferences are required for optimal patient outcomes. To enable successful implementation of precision dosing strategies for targeted cancer medicines into clinical practice, future prospective studies aiming to develop strategies should consider these elements in their design.
Collapse
Affiliation(s)
- Ashley M. Hopkins
- College of Medicine and Public HealthFlinders UniversityAdelaideSouth AustraliaAustralia
| | - Bradley D. Menz
- Division of PharmacySouthern Adelaide Local Health Network, Flinders Medical CentreAdelaideSouth AustraliaAustralia
| | - Michael D. Wiese
- School of Pharmacy and Medical SciencesUniversity of South AustraliaAdelaideSouth AustraliaAustralia
| | - Ganessan Kichenadasse
- College of Medicine and Public HealthFlinders UniversityAdelaideSouth AustraliaAustralia
| | - Howard Gurney
- Department of Medical OncologyWestmead HospitalSydneyNew South WalesAustralia
| | - Ross A. McKinnon
- College of Medicine and Public HealthFlinders UniversityAdelaideSouth AustraliaAustralia
| | - Andrew Rowland
- College of Medicine and Public HealthFlinders UniversityAdelaideSouth AustraliaAustralia
| | - Michael J. Sorich
- College of Medicine and Public HealthFlinders UniversityAdelaideSouth AustraliaAustralia
| |
Collapse
|
14
|
Abstract
Purpose of Review For patients with chronic phase chronic myeloid leukemia (CP-CML), there is an increasing focus on personalization of therapy with dose modifications of tyrosine kinase inhibitors (TKIs) to reduce side effects and maintain efficacy. Dose reductions are also being considered in clinical trials prior to treatment-free remission (TFR) attempts. Recent Findings Recent retrospective analyses of large clinical trials show that dose modification/reduction is safe. Efficacy is generally maintained and side effects are improved. Clinical trials such as DESTINY have demonstrated that dose reduction is safe for patients in deep molecular remission and may be considered prior to a TFR attempt. Summary Dose modifications are widely used to prevent and manage the toxicities of TKIs. With adequate monitoring, dose optimization is safe, reduces side effects, and improves quality-of-life for patients. Clinical trials of dose optimization are currently recruiting across all approved TKIs and will lead to further personalization of therapy for CP-CML patients in the future.
Collapse
|
15
|
Hochhaus A, Baccarani M, Silver RT, Schiffer C, Apperley JF, Cervantes F, Clark RE, Cortes JE, Deininger MW, Guilhot F, Hjorth-Hansen H, Hughes TP, Janssen JJWM, Kantarjian HM, Kim DW, Larson RA, Lipton JH, Mahon FX, Mayer J, Nicolini F, Niederwieser D, Pane F, Radich JP, Rea D, Richter J, Rosti G, Rousselot P, Saglio G, Saußele S, Soverini S, Steegmann JL, Turkina A, Zaritskey A, Hehlmann R. European LeukemiaNet 2020 recommendations for treating chronic myeloid leukemia. Leukemia 2020; 34:966-984. [PMID: 32127639 PMCID: PMC7214240 DOI: 10.1038/s41375-020-0776-2] [Citation(s) in RCA: 744] [Impact Index Per Article: 186.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 02/11/2020] [Accepted: 02/13/2020] [Indexed: 02/07/2023]
Abstract
The therapeutic landscape of chronic myeloid leukemia (CML) has profoundly changed over the past 7 years. Most patients with chronic phase (CP) now have a normal life expectancy. Another goal is achieving a stable deep molecular response (DMR) and discontinuing medication for treatment-free remission (TFR). The European LeukemiaNet convened an expert panel to critically evaluate and update the evidence to achieve these goals since its previous recommendations. First-line treatment is a tyrosine kinase inhibitor (TKI; imatinib brand or generic, dasatinib, nilotinib, and bosutinib are available first-line). Generic imatinib is the cost-effective initial treatment in CP. Various contraindications and side-effects of all TKIs should be considered. Patient risk status at diagnosis should be assessed with the new EUTOS long-term survival (ELTS)-score. Monitoring of response should be done by quantitative polymerase chain reaction whenever possible. A change of treatment is recommended when intolerance cannot be ameliorated or when molecular milestones are not reached. Greater than 10% BCR-ABL1 at 3 months indicates treatment failure when confirmed. Allogeneic transplantation continues to be a therapeutic option particularly for advanced phase CML. TKI treatment should be withheld during pregnancy. Treatment discontinuation may be considered in patients with durable DMR with the goal of achieving TFR.
Collapse
MESH Headings
- Aniline Compounds/therapeutic use
- Antineoplastic Agents/therapeutic use
- Clinical Decision-Making
- Consensus Development Conferences as Topic
- Dasatinib/therapeutic use
- Disease Management
- Fusion Proteins, bcr-abl/antagonists & inhibitors
- Fusion Proteins, bcr-abl/genetics
- Fusion Proteins, bcr-abl/metabolism
- Gene Expression
- Humans
- Imatinib Mesylate/therapeutic use
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/diagnosis
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/mortality
- Life Expectancy/trends
- Monitoring, Physiologic
- Nitriles/therapeutic use
- Protein Kinase Inhibitors/therapeutic use
- Pyrimidines/therapeutic use
- Quality of Life
- Quinolines/therapeutic use
- Survival Analysis
Collapse
Affiliation(s)
- A Hochhaus
- Klinik für Innere Medizin II, Universitätsklinikum, Jena, Germany.
| | - M Baccarani
- Department of Hematology/Oncology, Policlinico S. Orsola-Malpighi, University of Bologna, Bologna, Italy
| | - R T Silver
- Weill Cornell Medical College, New York, NY, USA
| | - C Schiffer
- Karmanos Cancer Center, Detroit, MI, USA
| | - J F Apperley
- Hammersmith Hospital, Imperial College, London, UK
| | | | - R E Clark
- Department of Molecular & Clinical Cancer Medicine, University of Liverpool, Liverpool, UK
| | - J E Cortes
- Georgia Cancer Center, Augusta University, Augusta, GA, USA
| | - M W Deininger
- Huntsman Cancer Center Salt Lake City, Salt Lake City, UT, USA
| | - F Guilhot
- Centre Hospitalier Universitaire de Poitiers, Poitiers, France
| | - H Hjorth-Hansen
- Norwegian University of Science and Technology, Trondheim, Norway
| | - T P Hughes
- South Australian Health and Medical Research Institute, Adelaide, SA, Australia
| | - J J W M Janssen
- Amsterdam University Medical Center, VUMC, Amsterdam, The Netherlands
| | | | - D W Kim
- St. Mary´s Hematology Hospital, The Catholic University, Seoul, Korea
| | | | | | - F X Mahon
- Institut Bergonie, Université de Bordeaux, Bordeaux, France
| | - J Mayer
- Department of Internal Medicine, Masaryk University Hospital, Brno, Czech Republic
| | | | | | - F Pane
- Department Clinical Medicine and Surgery, University Federico Secondo, Naples, Italy
| | - J P Radich
- Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - D Rea
- Hôpital St. Louis, Paris, France
| | | | - G Rosti
- Department of Hematology/Oncology, Policlinico S. Orsola-Malpighi, University of Bologna, Bologna, Italy
| | - P Rousselot
- Centre Hospitalier de Versailles, University of Versailles Saint-Quentin-en-Yvelines, Versailles, France
| | - G Saglio
- University of Turin, Turin, Italy
| | - S Saußele
- III. Medizinische Klinik, Medizinische Fakultät Mannheim, Universität Heidelberg, Mannheim, Germany
| | - S Soverini
- Department of Hematology/Oncology, Policlinico S. Orsola-Malpighi, University of Bologna, Bologna, Italy
| | | | - A Turkina
- National Research Center for Hematology, Moscow, Russian Federation
| | - A Zaritskey
- Almazov National Research Centre, St. Petersburg, Russian Federation
| | - R Hehlmann
- III. Medizinische Klinik, Medizinische Fakultät Mannheim, Universität Heidelberg, Mannheim, Germany.
- ELN Foundation, Weinheim, Germany.
| |
Collapse
|
16
|
Saglio G, Fava C, Gale RP. Precision tyrosine kinase inhibitor dosing in chronic myeloid leukemia? Haematologica 2019; 104:862-864. [PMID: 31040230 DOI: 10.3324/haematol.2018.214445] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Affiliation(s)
- Giuseppe Saglio
- Department of Clinical and Biological Sciences of the University of Turin, Mauriziano Hospital, Italy
| | - Carmen Fava
- Department of Clinical and Biological Sciences of the University of Turin, Mauriziano Hospital, Italy
| | - Robert Peter Gale
- Haematology Research Center, Division of Experimental Medicine, Department of Medicine, Imperial College London, UK
| |
Collapse
|
17
|
|
18
|
Peptide microarray of pediatric acute myeloid leukemia is related to relapse and reveals involvement of DNA damage response and repair. Oncotarget 2019; 10:4679-4690. [PMID: 31384395 PMCID: PMC6659796 DOI: 10.18632/oncotarget.27086] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 06/29/2019] [Indexed: 01/18/2023] Open
Abstract
The majority of acute myeloid leukemia (AML) patients suffer from relapse and the exact etiology of AML remains unclear. The aim of this study was to gain comprehensive insights into the activity of signaling pathways in AML. In this study, using a high-throughput PepChip™ Kinomics microarray system, pediatric AML samples were analyzed to gain insights of active signal transduction pathway. Unsupervised hierarchical cluster analysis separated the AML blast profiles into two clusters. These two clusters were independent of patient characteristics, whereas the cumulative incidence of relapse (CIR) was significantly higher in the patients belonging to cluster-2. In addition, cluster-2 samples showed to be significantly less sensitive to various chemotherapeutic drugs. The activated peptides in cluster-1 and cluster-2 reflected the activity of cell cycle regulation, cell proliferation, cell differentiation, apoptosis, PI3K/AKT, MAPK, metabolism regulation, transcription factors and GPCRs signaling pathways. The difference between two clusters might be explained by the higher cell cycle arrest response in cluster-1 patients and higher DNA repair mechanism in cluster-2 patients. In conclusion, our study identifies different signaling profiles in pediatric AML in relation with CIR involving DNA damage response and repair.
Collapse
|