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Potential of microRNA expression profile in predicting renal impairment risk in multiple myeloma patients
BACKGROUND: This study aimed to investigate the correlation of microRNA (miRNA) expression profile with renal impairment (RI) risk in multiple myeloma (MM) patients. METHODS: Plasma cell samples were isolated from bone marrows of 20 RI-MM patients and 20 non-RI-MM patients, and then proposed to micr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8798990/ https://www.ncbi.nlm.nih.gov/pubmed/35117497 http://dx.doi.org/10.21037/tcr.2020.01.41 |
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author | Ren, Daijin Cai, Yuwen Xu, Gaosi |
author_facet | Ren, Daijin Cai, Yuwen Xu, Gaosi |
author_sort | Ren, Daijin |
collection | PubMed |
description | BACKGROUND: This study aimed to investigate the correlation of microRNA (miRNA) expression profile with renal impairment (RI) risk in multiple myeloma (MM) patients. METHODS: Plasma cell samples were isolated from bone marrows of 20 RI-MM patients and 20 non-RI-MM patients, and then proposed to microarray assay. Then 5 candidate miRNAs were selected and further validated by reverse transcription-quantitative polymerase chain reaction (RT-qPCR) in plasma cell samples from bone marrows of 60 RI-MM patients and 60 non-RI-MM patients. RESULTS: Principal component analysis and heatmap analysis revealed that miRNA expression profile could clearly distinguish RI-MM patients from non-RI-MM patients, further Valcano plots identified 28 upregulated and 13 downregulated miRNAs in RI-MM patients compared to non-RI-MM patients, and enrichment analysis observed that these dysregulated miRNAs were enriched in renal/inflammatory/apoptosis pathways and renal/inflammatory diseases. Subsequent RT-qPCR validation discovered that miR-103a-3p, miR-449c-5p and let-7a-5p were greatly increased, while miR-877-5p and miR-455-3p were dramatically decreased in RI-MM patients compared to non-RI-MM patients, and all of them could predict RI risk in MM patients by receiver operating characteristic (ROC) curve analysis. Most importantly, the combination of these five miRNAs presented with a great predictive value for RI risk in MM patients with an area under the curve (AUC) of 0.934, 95% CI: 0.895–0.974. CONCLUSIONS: MiRNA expression profile is closely implicated in the RI development, and miR-103a-3p, miR-449c-5p, miR-877-5p, miR-455-3p and let-7a-5p may serve as novel biomarkers for RI risk in MM patients. |
format | Online Article Text |
id | pubmed-8798990 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-87989902022-02-02 Potential of microRNA expression profile in predicting renal impairment risk in multiple myeloma patients Ren, Daijin Cai, Yuwen Xu, Gaosi Transl Cancer Res Original Article BACKGROUND: This study aimed to investigate the correlation of microRNA (miRNA) expression profile with renal impairment (RI) risk in multiple myeloma (MM) patients. METHODS: Plasma cell samples were isolated from bone marrows of 20 RI-MM patients and 20 non-RI-MM patients, and then proposed to microarray assay. Then 5 candidate miRNAs were selected and further validated by reverse transcription-quantitative polymerase chain reaction (RT-qPCR) in plasma cell samples from bone marrows of 60 RI-MM patients and 60 non-RI-MM patients. RESULTS: Principal component analysis and heatmap analysis revealed that miRNA expression profile could clearly distinguish RI-MM patients from non-RI-MM patients, further Valcano plots identified 28 upregulated and 13 downregulated miRNAs in RI-MM patients compared to non-RI-MM patients, and enrichment analysis observed that these dysregulated miRNAs were enriched in renal/inflammatory/apoptosis pathways and renal/inflammatory diseases. Subsequent RT-qPCR validation discovered that miR-103a-3p, miR-449c-5p and let-7a-5p were greatly increased, while miR-877-5p and miR-455-3p were dramatically decreased in RI-MM patients compared to non-RI-MM patients, and all of them could predict RI risk in MM patients by receiver operating characteristic (ROC) curve analysis. Most importantly, the combination of these five miRNAs presented with a great predictive value for RI risk in MM patients with an area under the curve (AUC) of 0.934, 95% CI: 0.895–0.974. CONCLUSIONS: MiRNA expression profile is closely implicated in the RI development, and miR-103a-3p, miR-449c-5p, miR-877-5p, miR-455-3p and let-7a-5p may serve as novel biomarkers for RI risk in MM patients. AME Publishing Company 2020-03 /pmc/articles/PMC8798990/ /pubmed/35117497 http://dx.doi.org/10.21037/tcr.2020.01.41 Text en 2020 Translational Cancer Research. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/. |
spellingShingle | Original Article Ren, Daijin Cai, Yuwen Xu, Gaosi Potential of microRNA expression profile in predicting renal impairment risk in multiple myeloma patients |
title | Potential of microRNA expression profile in predicting renal impairment risk in multiple myeloma patients |
title_full | Potential of microRNA expression profile in predicting renal impairment risk in multiple myeloma patients |
title_fullStr | Potential of microRNA expression profile in predicting renal impairment risk in multiple myeloma patients |
title_full_unstemmed | Potential of microRNA expression profile in predicting renal impairment risk in multiple myeloma patients |
title_short | Potential of microRNA expression profile in predicting renal impairment risk in multiple myeloma patients |
title_sort | potential of microrna expression profile in predicting renal impairment risk in multiple myeloma patients |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8798990/ https://www.ncbi.nlm.nih.gov/pubmed/35117497 http://dx.doi.org/10.21037/tcr.2020.01.41 |
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