Role of MicroRNAs in Chronic Myeloid Leukemia (CML) Treatment, Biomarkers, and Resistance to Tyrosine Kinase Inhibitor: A Bioinformatics-Based Analysis

Chronic myeloid leukemia (CML) is a myeloproliferative disorder caused by the reciprocal translocation of the BCR-ABL1 oncogene, which activates tyrosine kinase resulting in uncontrolled cell proliferation and apoptosis suppression. Although Imatinib (IM) is an effective treatment, IM resistance remains a significant concern. Therefore, microRNAs (miRNAs) have emerged as potential alternative therapies. These short, non-coding RNAs (20-22 nucleotides) regulate gene expression by binding to the 3' untranslated region (3'UTR) of target genes. The study aims to identify miRNAs linked to CML, determine miRNA’s target genes, construct a protein-protein interaction (PPI) network, and analyze pathways and gene ontology. A literature search using the keywords “microRNA”, and “chronic myeloid leukemia” yielded relevant papers, which were screened and categorized into three groups: 1) miRNA associated with TKI resistance, 2) miRNA as biomarkers or leukemogenesis, and 3) miRNA as therapy. Target genes for the identified miRNAs were determined using DIANA tools and miRTarBase. Gene ontology and pathway analysis were conducted using DAVID, while PPI and network visualization were performed using STRING, Cytoscape, and ClueGO. Thirteen miRNAs were selected, targeting 782 genes and forming 16 clusters. ClueGO identified clusters associated with key biological processes, including G1/S cell cycle transition, miRNA-mediated gene silencing, hematopoietic stem cell differentiation, and apoptosis regulation. Target genes are also significant in the CML pathway and other cancer pathways, such as p53, ErbB, FoxO, autophagy, apoptosis, VEGF, TNF, and microRNA. Notably, hsa-miR-16 emerged as the most promising therapeutic and biomarker candidate for CML, highlighting its role in critical pathways.

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Journal
Journal of Tropical Life Science
Published
2024-11-21
DOI
https://doi.org/10.11594/jtls.14.03.18
Primary Topic
Chronic Myeloid Leukemia Treatments
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article
Field-Weighted Citation Impact
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article

Role of MicroRNAs in Chronic Myeloid Leukemia (CML) Treatment, Biomarkers, and Resistance to Tyrosine Kinase Inhibitor: A Bioinformatics-Based Analysis

Marjanu Hikmah Elias, Syarifah Faezah binti Syed Mohamad, Rabiatul Adawiyah Ramlee
Journal of Tropical Life Science
Chronic Myeloid Leukemia Treatments
article

Role of MicroRNAs in Chronic Myeloid Leukemia (CML) Treatment, Biomarkers, and Resistance to Tyrosine Kinase Inhibitor: A Bioinformatics-Based Analysis

Marjanu Hikmah Elias, Syarifah Faezah binti Syed Mohamad, Rabiatul Adawiyah Ramlee
article en

Abstract

Chronic myeloid leukemia (CML) is a myeloproliferative disorder caused by the reciprocal translocation of the BCR-ABL1 oncogene, which activates tyrosine kinase resulting in uncontrolled cell proliferation and apoptosis suppression. Although Imatinib (IM) is an effective treatment, IM resistance remains a significant concern. Therefore, microRNAs (miRNAs) have emerged as potential alternative therapies. These short, non-coding RNAs (20-22 nucleotides) regulate gene expression by binding to the 3' untranslated region (3'UTR) of target genes. The study aims to identify miRNAs linked to CML, determine miRNA’s target genes, construct a protein-protein interaction (PPI) network, and analyze pathways and gene ontology. A literature search using the keywords “microRNA”, and “chronic myeloid leukemia” yielded relevant papers, which were screened and categorized into three groups: 1) miRNA associated with TKI resistance, 2) miRNA as biomarkers or leukemogenesis, and 3) miRNA as therapy. Target genes for the identified miRNAs were determined using DIANA tools and miRTarBase. Gene ontology and pathway analysis were conducted using DAVID, while PPI and network visualization were performed using STRING, Cytoscape, and ClueGO. Thirteen miRNAs were selected, targeting 782 genes and forming 16 clusters. ClueGO identified clusters associated with key biological processes, including G1/S cell cycle transition, miRNA-mediated gene silencing, hematopoietic stem cell differentiation, and apoptosis regulation. Target genes are also significant in the CML pathway and other cancer pathways, such as p53, ErbB, FoxO, autophagy, apoptosis, VEGF, TNF, and microRNA. Notably, hsa-miR-16 emerged as the most promising therapeutic and biomarker candidate for CML, highlighting its role in critical pathways.

Journal of Tropical Life ScienceVol. 14(3)
Universiti Sains Islam Malaysia (MY), Universiti Teknologi MARA (MY)
Universiti Teknologi MARA, Universiti Sains Islam Malaysia, Faculty of Medicine and Health, University of Sydney
Good health and well-being
Openalex Percentile: Top 64%
Chronic Myeloid Leukemia Treatments
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