Cargando…

Profiling of miRNAs and their interfering targets in peripheral blood mononuclear cells from patients with chronic myeloid leukaemia

INTRODUCTION: MicroRNAs may be implicated in the acquisition of drug resistance in chronic myeloid leukemia as they regulate the expression of not only BCR-ABL1 but also genes associated with the activation of drug transfer proteins or essential signaling pathways. METHODS: To understand the impact...

Descripción completa

Detalles Bibliográficos
Autores principales: Wu, Sheng-Cheng, Lai, Shiue-Wei, Lu, Xin-Jie, Lai, Hsing-Fan, Chen, Yu-Guang, Chen, Po-Huang, Ho, Ching-Liang, Wu, Yi-Ying, Chiu, Yi-Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10356106/
https://www.ncbi.nlm.nih.gov/pubmed/37476380
http://dx.doi.org/10.3389/fonc.2023.1173970
_version_ 1785075199954124800
author Wu, Sheng-Cheng
Lai, Shiue-Wei
Lu, Xin-Jie
Lai, Hsing-Fan
Chen, Yu-Guang
Chen, Po-Huang
Ho, Ching-Liang
Wu, Yi-Ying
Chiu, Yi-Lin
author_facet Wu, Sheng-Cheng
Lai, Shiue-Wei
Lu, Xin-Jie
Lai, Hsing-Fan
Chen, Yu-Guang
Chen, Po-Huang
Ho, Ching-Liang
Wu, Yi-Ying
Chiu, Yi-Lin
author_sort Wu, Sheng-Cheng
collection PubMed
description INTRODUCTION: MicroRNAs may be implicated in the acquisition of drug resistance in chronic myeloid leukemia as they regulate the expression of not only BCR-ABL1 but also genes associated with the activation of drug transfer proteins or essential signaling pathways. METHODS: To understand the impact of specifically expressed miRNAs in chronic myeloid leukemia and their target genes, we collected peripheral blood mononuclear cells (PBMC) from patients diagnosed with chronic myeloid leukemia (CML) and healthy donors to determine whole miRNA expression by small RNA sequencing and screened out 31 differentially expressed microRNAs (DE-miRNAs) with high expression. With the utilization of miRNA set enrichment analysis tools, we present here a comprehensive analysis of the relevance of DE-miRNAs to disease and biological function. Furthermore, the literature-based miRNA-target gene database was used to analyze the overall target genes of the DE-miRNAs and to define their associated biological responses. We further integrated DE-miRNA target genes to identify CML miRNA targeted gene signature singscore (CMTGSS) and used gene-set enrichment analysis (GSEA) to analyze the correlation between CMTGSS and Hallmark gene-sets in PBMC samples from clinical CML patients. Finally, the association of CMTGSS stratification with multiple CML cell lineage gene sets was validated in PBMC samples from CML patients using GSEA. RESULTS: Although individual miRNAs have been reported to have varying degrees of impact on CML, overall, our results show that abnormally upregulated miRNAs are associated with apoptosis and aberrantly downregulated miRNAs are associated with cell cycle. The clinical database shows that our defined DE-miRNAs are associated with the prognosis of CML patients. CMTGSS-based stratification analysis presented a tendency for miRNAs to affect cell differentiation in the blood microenvironment. CONCLUSION: Collectively, this study defined differentially expressed miRNAs by miRNA sequencing from clinical samples and comprehensively analyzed the biological functions of the differential miRNAs in association with the target genes. The analysis of the enrichment of specific myeloid differentiated cells and immune cells also suggests the magnitude and potential targets of differentially expressed miRNAs in the clinical setting. It helps us to make links between the different results obtained from the multi-faceted studies to provide more potential research directions.
format Online
Article
Text
id pubmed-10356106
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-103561062023-07-20 Profiling of miRNAs and their interfering targets in peripheral blood mononuclear cells from patients with chronic myeloid leukaemia Wu, Sheng-Cheng Lai, Shiue-Wei Lu, Xin-Jie Lai, Hsing-Fan Chen, Yu-Guang Chen, Po-Huang Ho, Ching-Liang Wu, Yi-Ying Chiu, Yi-Lin Front Oncol Oncology INTRODUCTION: MicroRNAs may be implicated in the acquisition of drug resistance in chronic myeloid leukemia as they regulate the expression of not only BCR-ABL1 but also genes associated with the activation of drug transfer proteins or essential signaling pathways. METHODS: To understand the impact of specifically expressed miRNAs in chronic myeloid leukemia and their target genes, we collected peripheral blood mononuclear cells (PBMC) from patients diagnosed with chronic myeloid leukemia (CML) and healthy donors to determine whole miRNA expression by small RNA sequencing and screened out 31 differentially expressed microRNAs (DE-miRNAs) with high expression. With the utilization of miRNA set enrichment analysis tools, we present here a comprehensive analysis of the relevance of DE-miRNAs to disease and biological function. Furthermore, the literature-based miRNA-target gene database was used to analyze the overall target genes of the DE-miRNAs and to define their associated biological responses. We further integrated DE-miRNA target genes to identify CML miRNA targeted gene signature singscore (CMTGSS) and used gene-set enrichment analysis (GSEA) to analyze the correlation between CMTGSS and Hallmark gene-sets in PBMC samples from clinical CML patients. Finally, the association of CMTGSS stratification with multiple CML cell lineage gene sets was validated in PBMC samples from CML patients using GSEA. RESULTS: Although individual miRNAs have been reported to have varying degrees of impact on CML, overall, our results show that abnormally upregulated miRNAs are associated with apoptosis and aberrantly downregulated miRNAs are associated with cell cycle. The clinical database shows that our defined DE-miRNAs are associated with the prognosis of CML patients. CMTGSS-based stratification analysis presented a tendency for miRNAs to affect cell differentiation in the blood microenvironment. CONCLUSION: Collectively, this study defined differentially expressed miRNAs by miRNA sequencing from clinical samples and comprehensively analyzed the biological functions of the differential miRNAs in association with the target genes. The analysis of the enrichment of specific myeloid differentiated cells and immune cells also suggests the magnitude and potential targets of differentially expressed miRNAs in the clinical setting. It helps us to make links between the different results obtained from the multi-faceted studies to provide more potential research directions. Frontiers Media S.A. 2023-07-05 /pmc/articles/PMC10356106/ /pubmed/37476380 http://dx.doi.org/10.3389/fonc.2023.1173970 Text en Copyright © 2023 Wu, Lai, Lu, Lai, Chen, Chen, Ho, Wu and Chiu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Wu, Sheng-Cheng
Lai, Shiue-Wei
Lu, Xin-Jie
Lai, Hsing-Fan
Chen, Yu-Guang
Chen, Po-Huang
Ho, Ching-Liang
Wu, Yi-Ying
Chiu, Yi-Lin
Profiling of miRNAs and their interfering targets in peripheral blood mononuclear cells from patients with chronic myeloid leukaemia
title Profiling of miRNAs and their interfering targets in peripheral blood mononuclear cells from patients with chronic myeloid leukaemia
title_full Profiling of miRNAs and their interfering targets in peripheral blood mononuclear cells from patients with chronic myeloid leukaemia
title_fullStr Profiling of miRNAs and their interfering targets in peripheral blood mononuclear cells from patients with chronic myeloid leukaemia
title_full_unstemmed Profiling of miRNAs and their interfering targets in peripheral blood mononuclear cells from patients with chronic myeloid leukaemia
title_short Profiling of miRNAs and their interfering targets in peripheral blood mononuclear cells from patients with chronic myeloid leukaemia
title_sort profiling of mirnas and their interfering targets in peripheral blood mononuclear cells from patients with chronic myeloid leukaemia
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10356106/
https://www.ncbi.nlm.nih.gov/pubmed/37476380
http://dx.doi.org/10.3389/fonc.2023.1173970
work_keys_str_mv AT wushengcheng profilingofmirnasandtheirinterferingtargetsinperipheralbloodmononuclearcellsfrompatientswithchronicmyeloidleukaemia
AT laishiuewei profilingofmirnasandtheirinterferingtargetsinperipheralbloodmononuclearcellsfrompatientswithchronicmyeloidleukaemia
AT luxinjie profilingofmirnasandtheirinterferingtargetsinperipheralbloodmononuclearcellsfrompatientswithchronicmyeloidleukaemia
AT laihsingfan profilingofmirnasandtheirinterferingtargetsinperipheralbloodmononuclearcellsfrompatientswithchronicmyeloidleukaemia
AT chenyuguang profilingofmirnasandtheirinterferingtargetsinperipheralbloodmononuclearcellsfrompatientswithchronicmyeloidleukaemia
AT chenpohuang profilingofmirnasandtheirinterferingtargetsinperipheralbloodmononuclearcellsfrompatientswithchronicmyeloidleukaemia
AT hochingliang profilingofmirnasandtheirinterferingtargetsinperipheralbloodmononuclearcellsfrompatientswithchronicmyeloidleukaemia
AT wuyiying profilingofmirnasandtheirinterferingtargetsinperipheralbloodmononuclearcellsfrompatientswithchronicmyeloidleukaemia
AT chiuyilin profilingofmirnasandtheirinterferingtargetsinperipheralbloodmononuclearcellsfrompatientswithchronicmyeloidleukaemia