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Malagola M, Iurlo A, Bucelli C, Abruzzese E, Bonifacio M, Stagno F, Binotto G, D'Adda M, Lunghi M, Crugnola M, Ferrari ML, Lunghi F, Castagnetti F, Rosti G, Lemoli RM, Sancetta R, Coppi MR, Corsetti MT, De Gobbi M, Romano A, Tiribelli M, Russo Rossi A, Russo S, Defina M, Farina M, Bernardi S, Butturini G, Pellizzeri S, Roccaro AM, Russo D. The Italian Multicentric Randomized OPTkIMA Trial on Fixed vs Progressive Intermittent TKI Therapy in CML Elderly Patients: 3-Years of Molecular Response and Quality of Life Monitoring After Completing the Treatment Plan. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2024; 24:323-331. [PMID: 38369436 DOI: 10.1016/j.clml.2024.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 01/15/2024] [Accepted: 01/15/2024] [Indexed: 02/20/2024]
Abstract
BACKGROUND Intermittent treatment with tyrosine kinase inhibitors (TKIs) is an option for elderly chronic myeloid leukemia (CML) patients who are often candidates for life-long treatment. MATERIALS AND METHODS The Italian phase III multicentric randomized Optimize TKIs Multiple Approaches (OPTkIMA) study aimed to evaluate if a progressive de-escalation of TKIs is able to maintain the molecular remission (MR)3.0 and to improve Health-Related Quality of Life (HRQoL) in CML elderly patients. RESULTS A total of 215 patients in stable MR3.0/MR4.0 were randomized to receive an intermittent TKI schedule 1 month ON-1 month OFF for 3 years (FIXED arm; n = 111) vs. a progressive de-escalation TKI dose up to one-third of the starting dose at the 3rd year (PROGRESSIVE arm; n = 104). Two hundred three patients completed the 3rd year of OPTkIMA study. At the last follow-up, MR3.0 loss was 27% vs. 46% (P = .005) in the FIXED vs PROGRESSIVE arm, respectively. None of these patients experienced disease progression. The 3-year probability of maintaining the MR3.0 was 59% vs. 53%, respectively (P = .13). HRQoL globally improved from the baseline to the 3rd year, without any significant difference between the 2 arms. After the 3rd year, the proportion of patients who was address to TKI discontinuation in the 2 arms was 36% (FIXED) vs. 58% (PROGRESSIVE) (P = .03). CONCLUSIONS The intensification of intermittent TKI therapy is associated with a higher incidence of MR3.0 loss, but those patients who maintain the MR3.0 molecular response at the end of the study have been frequently considered eligible for TFR. The HRQoL generally improved during the de-escalation therapy in both randomization arms.
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Affiliation(s)
- Michele Malagola
- Chair of Hematology, Department of Clinical and Experimental Sciences, University of Brescia, Unit of Blood Disease and Stem Cell Transplantation, ASST-Spedali Civili, Brescia, Italy.
| | - Alessandra Iurlo
- Hematology Division, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Cristina Bucelli
- Hematology Division, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Elisabetta Abruzzese
- Division of Hematology, S. Eugenio Hospital, ASL ROMA2, Tor Vergata University, Roma, Italy
| | - Massimiliano Bonifacio
- Department of Engineering for Innovation Medicine, Section of Innovation Biomedicine, Hematology Area - University of Verona, Italy
| | - Fabio Stagno
- Hematology Unit, AOU Policlinico "G. Martino", University of Messina, Italy
| | - Gianni Binotto
- Hematology and Clinical Immunology, Department of Medicine, Padua School of Medicine, Padova, Italy
| | - Marienlla D'Adda
- Division of Hematology, ASST-Spedali Civili di Brescia, Brescia, Italy
| | - Monia Lunghi
- Division of Hematology, Department of Translation Medicine, University of Eastern Piedmont, Novara, Italy
| | - Monica Crugnola
- Hematology Unit and BMT Center University Hospital of Parma, Italy
| | - Maria Luisa Ferrari
- Hematology and Bone Marrow Transplant Unit, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Francesca Lunghi
- Hematology and Bone Marrow Transplantation (BMT) Unit, San Raffaele Scientific Institute, Milano, Italy
| | - Fausto Castagnetti
- Institute of Hematology "Seràgnoli" IRCCS Azienda Ospedaliero-Universitaria di Bologna, Italy; Department of Medical and Surgical Sciences University of Bologna, Bologna, Italy
| | - Gianantonio Rosti
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola (FC), Italy
| | - Roberto Massimo Lemoli
- Chair of Hematology, Internal Medicine Dpt, University of Genova, Italy; Clinic of Hematology, IRCCS Policlinico San Martino, Genova, Italy
| | | | | | - Maria Teresa Corsetti
- Hematology Division, Azienda Ospedaliera Santi Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Marco De Gobbi
- Hematology and Internal Medicine Division, San Luigi Hospital, Department of Clinical and Biological Sciences, University of Turin, Orbassano, Italy
| | - Atelda Romano
- IRCCS Regina Elena National Cancer Institute-Roma, Italy
| | - Mario Tiribelli
- Division of Hematology and BMT, Department of Medicine, University of Udine, Udine, Italy
| | | | - Sabina Russo
- Division of Hematology, Dipartimento di Patologia Umana dell'Adulto e dell'Età Evolutiva, Policlinico G Martino, University of Messina, Messina, Italy
| | - Marzia Defina
- Hematology Unit, Dipartimento Terapie Cellulari, Ematologia e Medicina di Laboratorio, Azienda Ospedaliera Universitaria Senese, University of Siena, Siena, Italy
| | - Mirko Farina
- Chair of Hematology, Department of Clinical and Experimental Sciences, University of Brescia, Unit of Blood Disease and Stem Cell Transplantation, ASST-Spedali Civili, Brescia, Italy
| | - Simona Bernardi
- Chair of Hematology, Department of Clinical and Experimental Sciences, University of Brescia, Unit of Blood Disease and Stem Cell Transplantation, ASST-Spedali Civili, Brescia, Italy; CREA Laboratory (Hematological-Research AIL Centre), ASST-Spedali Civili Brescia, Italy
| | - Giulia Butturini
- Chair of Hematology, Department of Clinical and Experimental Sciences, University of Brescia, Unit of Blood Disease and Stem Cell Transplantation, ASST-Spedali Civili, Brescia, Italy
| | - Simone Pellizzeri
- Chair of Hematology, Department of Clinical and Experimental Sciences, University of Brescia, Unit of Blood Disease and Stem Cell Transplantation, ASST-Spedali Civili, Brescia, Italy
| | - Aldo Maria Roccaro
- Clinical Trial Center. Translational Research and Phase I Unit, ASST Spedali Civili, Brescia, Italy
| | - Domenico Russo
- Chair of Hematology, Department of Clinical and Experimental Sciences, University of Brescia, Unit of Blood Disease and Stem Cell Transplantation, ASST-Spedali Civili, Brescia, Italy
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Abruzzese E, Trawinska MM, De Fabritiis P, Bernardi S. SOHO State of the Art Updates and Next Questions: Chronic Myeloid Leukemia and Pregnancy: "Per Aspera Ad Astra". CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2024; 24:214-223. [PMID: 38151389 DOI: 10.1016/j.clml.2023.11.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Revised: 11/28/2023] [Accepted: 11/29/2023] [Indexed: 12/29/2023]
Abstract
Chronic myeloid leukemia (CML) has evolved from an invariably fatal disease to a chronic disorder that can be treated with targeted drugs and allows survival expectations approaching age-matched controls. Thus, pregnancy and conception in CML should not be precluded anymore; however, to ensure the well-being of both the mother and the developing fetus careful planning and management are required. Tyrosine Kinase Inhibitors (TKIs) are not genotoxic or carcinogenic but can pose a risk to the developing fetus, due to their teratogenic potential. The risk depends on the TKI and the stage of fetal development during exposure. Teratogenic risk is high in the first trimester of pregnancy when the baby's organs and structures are forming (5-12 weeks). If a female patient is on therapy it is advisable to stop therapy at the first positive pregnancy test (3-5 weeks) to maximize the length of treatment-free, and ideally to not treat until delivery. If needed, the medication plan during pregnancy may be adjusted. Interferons can be used at any time, imatinib and nilotinib have a reduced placental crossing and could be carefully used after 16 weeks, whereas dasatinib crosses the placenta and can induce problems throughout the whole gestation. Management of pregnancy in CML is complex. This manuscript is an update of the state of the art allowing healthcare providers to be informed of the different situations that can occur and their governance.
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Affiliation(s)
- Elisabetta Abruzzese
- Hematology, S. Eugenio Hospital, ASL Roma2, Tor Vergata University, Rome, Italy.
| | | | - Paolo De Fabritiis
- Hematology, S. Eugenio Hospital, ASL Roma2, Tor Vergata University, Rome, Italy
| | - Simona Bernardi
- Department of Clinical and Experimental Sciences, University of Brescia, Unit of Blood disease and Bone Marrow Transplantation, Brescia, Italy
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Bernardi S, Vallati M, Gatta R. Artificial Intelligence-Based Management of Adult Chronic Myeloid Leukemia: Where Are We and Where Are We Going? Cancers (Basel) 2024; 16:848. [PMID: 38473210 DOI: 10.3390/cancers16050848] [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: 01/18/2024] [Revised: 02/08/2024] [Accepted: 02/15/2024] [Indexed: 03/14/2024] Open
Abstract
Artificial intelligence (AI) is emerging as a discipline capable of providing significant added value in Medicine, in particular in radiomic, imaging analysis, big dataset analysis, and also for generating virtual cohort of patients. However, in coping with chronic myeloid leukemia (CML), considered an easily managed malignancy after the introduction of TKIs which strongly improved the life expectancy of patients, AI is still in its infancy. Noteworthy, the findings of initial trials are intriguing and encouraging, both in terms of performance and adaptability to different contexts in which AI can be applied. Indeed, the improvement of diagnosis and prognosis by leveraging biochemical, biomolecular, imaging, and clinical data can be crucial for the implementation of the personalized medicine paradigm or the streamlining of procedures and services. In this review, we present the state of the art of AI applications in the field of CML, describing the techniques and objectives, and with a general focus that goes beyond Machine Learning (ML), but instead embraces the wider AI field. The present scooping review spans on publications reported in Pubmed from 2003 to 2023, and resulting by searching "chronic myeloid leukemia" and "artificial intelligence". The time frame reflects the real literature production and was not restricted. We also take the opportunity for discussing the main pitfalls and key points to which AI must respond, especially considering the critical role of the 'human' factor, which remains key in this domain.
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Affiliation(s)
- Simona Bernardi
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy
- CREA-Centro di Ricerca Emato-Oncologica AIL, ASST Spedali Civili of Brescia, 25123 Brescia, Italy
| | - Mauro Vallati
- School of Computing and Engineering, University of Huddersfield, Huddersfield HD1 3DH, UK
| | - Roberto Gatta
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy
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Russo D, Malagola M, Polverelli N, Farina M, Re F, Bernardi S. Twenty years of evolution of CML therapy: how the treatment goal is moving from disease to patient. Ther Adv Hematol 2023; 14:20406207231216077. [PMID: 38145059 PMCID: PMC10748527 DOI: 10.1177/20406207231216077] [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: 05/26/2023] [Accepted: 10/19/2023] [Indexed: 12/26/2023] Open
Abstract
The introduction of imatinib in 2000 opened the era of tyrosine kinase inhibitors (TKIs) for CML therapy and has revolutionized the life expectancy of CML patients, which is now quite like the one of the healthy aged population. Over the last 20 years, both the TKI therapy itself and the objectives have undergone evolutions highlighted and discussed in this review. The main objective of the CML therapy in the first 10 years after TKI introduction was to abolish the disease progression from the chronic to the blastic phase and guarantee the long-term survival of the great majority of patients. In the second 10 years (from 2010 to the present), the main objective of CML therapy moved from survival, considered achieved as a goal, to treatment-free remission (TFR). Two phenomena emerged: no more than 50-60% of CML patients could be candidates for discontinuation and over 50% of them molecularly relapse. The increased cumulative incidence of specific TKI off-target side effects was such relevant to compel to discontinue or reduce the TKI administration in a significant proportion of patients and to avoid a specific TKI in particular settings of patients. Therefore, the treatment strategy must be adapted to each category of patients. What about the patients who do not get or fail the TFR? Should they be compelled to continue the TKIs at the maximum tolerated dose? Alternative strategies based on the principle of minimal effective dose have been tested with success and they are now re-evaluated with more attention, since they guarantee survival and probably a better quality of life, too. Moving from treating the disease to treating the patient is an important change of paradigm. We can say that we are entering a personalized CML therapy, which considers the patients' age, their comorbidities, tolerability, and specific objectives. In this scenario, the new techniques supporting the monitoring of the patients, such as the digital PCR, must be considered. In the present review, we present in deep this evolution and comment on the future perspectives of CML therapy.
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Affiliation(s)
- Domenico Russo
- Unit of Blood Diseases and Cell Therapies, Department of Clinical and Experimental Sciences, ASST-Spedali Civili Hospital of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, University of Brescia, Viale Europa 11, 25123, Brescia, Italy
| | - Michele Malagola
- Unit of Blood Diseases and Cell Therapies, Department of Clinical and Experimental Sciences, ASST-Spedali Civili Hospital of Brescia, University of Brescia, Brescia, Italy
| | - Nicola Polverelli
- Unit of Blood Diseases and Cell Therapies, Department of Clinical and Experimental Sciences, ASST-Spedali Civili Hospital of Brescia, University of Brescia, Brescia, Italy
| | - Mirko Farina
- Unit of Blood Diseases and Cell Therapies, Department of Clinical and Experimental Sciences, ASST-Spedali Civili Hospital of Brescia, University of Brescia, Brescia, Italy
| | - Federica Re
- Unit of Blood Diseases and Cell Therapies, Department of Clinical and Experimental Sciences, ASST-Spedali Civili Hospital of Brescia, University of Brescia, Brescia, Italy
- Centro di Ricerca Emato-oncologico AIL (CREA), ASST-Spedali Civili Hospital of Brescia, Brescia, Italy
| | - Simona Bernardi
- Unit of Blood Diseases and Cell Therapies, Department of Clinical and Experimental Sciences, ASST-Spedali Civili Hospital of Brescia, University of Brescia, Brescia, Italy
- Centro di Ricerca Emato-oncologico AIL (CREA), ASST-Spedali Civili Hospital of Brescia, Brescia, Italy
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