TY - JOUR
T1 - Resistance to tyrosine kinase inhibitors in chronic myeloid leukemia — from molecular mechanisms to clinical relevance
AU - Alves, Raquel
AU - Gonçalves, Ana Cristina
AU - Rutella, Sergio
AU - Almeida, António M.
AU - Rivas, Javier De Las
AU - Trougakos, Ioannis P.
AU - Ribeiro, Ana Bela Sarmento
N1 - Funding Information:
Funding: This article is based upon work from COST Action STRATAGEM, CA17104, supported by COST (European Cooperation in Science and Technology), www.cost.eu.(accessed on 30 August 2021) R.A., A.C.G., and A.B.S.R. are supported by Foundation for Science and Technology (FCT), Portugal (UIDB/04539/2020, UIDP/04539/2020). S.R. is supported by the John and Lucille van Geest Foundation. I.P.T. acknowledges funding from the Hellenic General Secretariat for Research and Innovation grants, Nutra-Food (MIS 5050734), CosmAGE (MIS 5070022), and DDIOL (MIS 5070020). J.D.L.R. acknowledges funding from the Carlos III Institute of Health (ISCiii) from the Spanish Ministry of Science and Innovation (project PI18/00591).
Publisher Copyright:
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses /by/4.0/).
PY - 2021/10/1
Y1 - 2021/10/1
N2 - Resistance to targeted therapies is a complex and multifactorial process that culminates in the selection of a cancer clone with the ability to evade treatment. Chronic myeloid leukemia (CML) was the first malignancy recognized to be associated with a genetic alteration, the t(9;22)(q34;q11). This translocation originates the BCR-ABL1 fusion gene, encoding the cytoplasmic chimeric BCR-ABL1 protein that displays an abnormally high tyrosine kinase activity. Although the vast majority of patients with CML respond to Imatinib, a tyrosine kinase inhibitor (TKI), resistance might occur either de novo or during treatment. In CML, the TKI resistance mechanisms are usually subdivided into BCR-ABL1-dependent and independent mechanisms. Furthermore, patients’ compliance/adherence to therapy is critical to CML management. Techniques with enhanced sensitivity like NGS and dPCR, the use of artificial intelligence (AI) techniques, and the development of mathematical modeling and computational prediction methods could reveal the underlying mechanisms of drug resistance and facilitate the design of more effective treatment strategies for improving drug efficacy in CML patients. Here we review the molecular mechanisms and other factors involved in resistance to TKIs in CML and the new methodologies to access these mechanisms, and the therapeutic approaches to circumvent TKI resistance.
AB - Resistance to targeted therapies is a complex and multifactorial process that culminates in the selection of a cancer clone with the ability to evade treatment. Chronic myeloid leukemia (CML) was the first malignancy recognized to be associated with a genetic alteration, the t(9;22)(q34;q11). This translocation originates the BCR-ABL1 fusion gene, encoding the cytoplasmic chimeric BCR-ABL1 protein that displays an abnormally high tyrosine kinase activity. Although the vast majority of patients with CML respond to Imatinib, a tyrosine kinase inhibitor (TKI), resistance might occur either de novo or during treatment. In CML, the TKI resistance mechanisms are usually subdivided into BCR-ABL1-dependent and independent mechanisms. Furthermore, patients’ compliance/adherence to therapy is critical to CML management. Techniques with enhanced sensitivity like NGS and dPCR, the use of artificial intelligence (AI) techniques, and the development of mathematical modeling and computational prediction methods could reveal the underlying mechanisms of drug resistance and facilitate the design of more effective treatment strategies for improving drug efficacy in CML patients. Here we review the molecular mechanisms and other factors involved in resistance to TKIs in CML and the new methodologies to access these mechanisms, and the therapeutic approaches to circumvent TKI resistance.
KW - Bioinformatics and artificial intelligence
KW - CML
KW - Epigenetics
KW - Immune system
KW - New targeted therapies
KW - Patient adherence
KW - TKI resistance
UR - http://www.scopus.com/inward/record.url?scp=85115641235&partnerID=8YFLogxK
U2 - 10.3390/cancers13194820
DO - 10.3390/cancers13194820
M3 - Review article
C2 - 34638304
AN - SCOPUS:85115641235
VL - 13
JO - Cancers
JF - Cancers
SN - 2072-6694
IS - 19
M1 - 4820
ER -