TY - JOUR
T1 - MicroRNA-665 and its potential role in drug response and survival outcomes in multiple myeloma
T2 - a preliminary study
AU - Bergantim, Rui
AU - Peixoto da Silva, Sara
AU - Pinto, Vanessa
AU - Pereira, Joana M.
AU - Sousa, Diana
AU - Trigo, Fernanda
AU - Matthiesen, Rune
AU - Guimarães, José E.
AU - Vasconcelos, M. Helena
N1 - Funding Information:
The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. The authors acknowledge Sociedade Portuguesa de Hematologia/Associa\u00E7\u00E3o Portuguesa contra a Leucemia/AMGEN for funding this work (\u201CBOLSA DE INVESTIGA\u00C7\u00C3O 2017 EM MIELOMA M\u00DALTIPLO\u201D).
Funding Information:
The authors acknowledge the support of the i3S Bioinformatics Platform, the Flow Cytometry Laboratory of the Clinical Pathology Department, and the Hematology Laboratory of the Clinical Hematology Department of Centro Hospital S\u00E3o Jo\u00E3o, Porto, Portugal. SP is supported by FCT through PhD fellowship 2021.07467. BD.
Publisher Copyright:
Copyright © 2025 Bergantim, Peixoto da Silva, Pinto, Pereira, Sousa, Trigo, Matthiesen, Guimarães and Vasconcelos.
PY - 2025/4
Y1 - 2025/4
N2 - Background: Multiple myeloma (MM) is a complex hematological malignancy with heterogeneous clinical and pathophysiological backgrounds that influence treatment responses and outcomes. Identifying biomarkers to predict drug response and guide treatment decisions, particularly regarding drug combinations, is essential to improve therapeutic efficacy and patient outcomes. This study explores the role of microRNAs (miRNAs/miRs) derived from bone marrow (BM) and peripheral blood (PB) in responses to treatment and survival outcomes in newly diagnosed MM (ndMM) patients. Methods: This study included twenty patients with ndMM undergoing first-line treatment with bortezomib, thalidomide, and dexamethasone. The miRNAs were isolated from BM and PB, and their profiles were analyzed using Next-Generation Sequencing (NGS), followed by validation of differentially expressed miRNAs by quantitative real-time PCR (qPCR). Clinical and response data were collected to assess correlations between miRNA levels, clinical characteristics, and patient outcomes. In silico analysis for target-prediction and gene ontology (GO) enrichment was performed to explore the potential biological and functional role of the identified miRNAs. Results: NGS profiling revealed several miRNAs differently expressed between treatment-refractory and sensitive patients, as well as between PB and BM. Among these, miR-665, miR-483-5p, miR-143-3p and miR-145-5p were selected for further validation by qPCR. It was observed that miR-665 was significantly elevated in treatment-refractory patients compared to treatment-sensitive patients. Additionally, miR-665 levels were higher in PB than in BM. Elevated miR-665 levels were associated with more aggressive disease characteristics and poorer clinical outcomes, including reduced overall survival. Discussion: Our preliminary findings suggest that miR-665 could potentially serve as a non-invasive tool for predicting drug resistance and guiding treatment decisions in MM. These findings also highlight the potential utility of miRNAs in liquid biopsies as a predictive tool of drug response in MM and could pave the way for personalized treatment strategies, improving patient outcomes. Future research is needed to validate these results in larger cohorts and explore the underlying mechanisms of miR-665 in MM pathogenesis and drug resistance.
AB - Background: Multiple myeloma (MM) is a complex hematological malignancy with heterogeneous clinical and pathophysiological backgrounds that influence treatment responses and outcomes. Identifying biomarkers to predict drug response and guide treatment decisions, particularly regarding drug combinations, is essential to improve therapeutic efficacy and patient outcomes. This study explores the role of microRNAs (miRNAs/miRs) derived from bone marrow (BM) and peripheral blood (PB) in responses to treatment and survival outcomes in newly diagnosed MM (ndMM) patients. Methods: This study included twenty patients with ndMM undergoing first-line treatment with bortezomib, thalidomide, and dexamethasone. The miRNAs were isolated from BM and PB, and their profiles were analyzed using Next-Generation Sequencing (NGS), followed by validation of differentially expressed miRNAs by quantitative real-time PCR (qPCR). Clinical and response data were collected to assess correlations between miRNA levels, clinical characteristics, and patient outcomes. In silico analysis for target-prediction and gene ontology (GO) enrichment was performed to explore the potential biological and functional role of the identified miRNAs. Results: NGS profiling revealed several miRNAs differently expressed between treatment-refractory and sensitive patients, as well as between PB and BM. Among these, miR-665, miR-483-5p, miR-143-3p and miR-145-5p were selected for further validation by qPCR. It was observed that miR-665 was significantly elevated in treatment-refractory patients compared to treatment-sensitive patients. Additionally, miR-665 levels were higher in PB than in BM. Elevated miR-665 levels were associated with more aggressive disease characteristics and poorer clinical outcomes, including reduced overall survival. Discussion: Our preliminary findings suggest that miR-665 could potentially serve as a non-invasive tool for predicting drug resistance and guiding treatment decisions in MM. These findings also highlight the potential utility of miRNAs in liquid biopsies as a predictive tool of drug response in MM and could pave the way for personalized treatment strategies, improving patient outcomes. Future research is needed to validate these results in larger cohorts and explore the underlying mechanisms of miR-665 in MM pathogenesis and drug resistance.
KW - biomarkers
KW - drug resistance
KW - drug response
KW - miRNAs
KW - multiple myeloma
UR - https://www.scopus.com/pages/publications/105003054037
U2 - 10.3389/fphar.2025.1465814
DO - 10.3389/fphar.2025.1465814
M3 - Article
AN - SCOPUS:105003054037
SN - 1663-9812
VL - 16
JO - Frontiers in Pharmacology
JF - Frontiers in Pharmacology
M1 - 1465814
ER -