Utility of Circulating Cell-Free RNA Analysis for the Characterization of Global Transcriptome Profiles of Multiple Myeloma Patients

In this study, we evaluated the utility of extracellular RNA (exRNA) derived from the plasma of multiple myeloma (MM) patients for whole transcriptome characterization. exRNA from 10 healthy controls (HC), five newly diagnosed (NDMM), and 12 relapsed and refractory (RRMM) MM patients were analyzed a...

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Main Authors: Maoshan Chen, Sridurga Mithraprabhu, Malarmathy Ramachandran, Kawa Choi, Tiffany Khong, Andrew Spencer
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/11/6/887
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spelling doaj-62e3a53ffee24c04bb86a6f084ff4d862020-11-24T21:28:36ZengMDPI AGCancers2072-66942019-06-0111688710.3390/cancers11060887cancers11060887Utility of Circulating Cell-Free RNA Analysis for the Characterization of Global Transcriptome Profiles of Multiple Myeloma PatientsMaoshan Chen0Sridurga Mithraprabhu1Malarmathy Ramachandran2Kawa Choi3Tiffany Khong4Andrew Spencer5Myeloma Research Group, Australian Centre for Blood Diseases (ACBD), Clinical Central School, Monash University, Melbourne 3004, AustraliaMyeloma Research Group, Australian Centre for Blood Diseases (ACBD), Clinical Central School, Monash University, Melbourne 3004, AustraliaMyeloma Research Group, Australian Centre for Blood Diseases (ACBD), Clinical Central School, Monash University, Melbourne 3004, AustraliaMyeloma Research Group, Australian Centre for Blood Diseases (ACBD), Clinical Central School, Monash University, Melbourne 3004, AustraliaMyeloma Research Group, Australian Centre for Blood Diseases (ACBD), Clinical Central School, Monash University, Melbourne 3004, AustraliaMyeloma Research Group, Australian Centre for Blood Diseases (ACBD), Clinical Central School, Monash University, Melbourne 3004, AustraliaIn this study, we evaluated the utility of extracellular RNA (exRNA) derived from the plasma of multiple myeloma (MM) patients for whole transcriptome characterization. exRNA from 10 healthy controls (HC), five newly diagnosed (NDMM), and 12 relapsed and refractory (RRMM) MM patients were analyzed and compared. We showed that ~45% of the exRNA genes were protein-coding genes and ~85% of the identified genes were covered >70%. Compared to HC, we identified 632 differentially expressed genes (DEGs) in MM patients, of which 26 were common to NDMM and RRMM. We further identified 54 and 191 genes specific to NDMM and RRMM, respectively, and these included potential biomarkers such as LINC00863, MIR6754, CHRNE, ITPKA, and RGS18 in NDMM, and LINC00462, PPBP, RPL5, IER3, and MIR425 in RRMM, that were subsequently validated using droplet digital PCR. Moreover, single nucleotide polymorphisms and small indels were identified in the exRNA, including mucin family genes that demonstrated different rates of mutations between NDMM and RRMM. This is the first whole transcriptome study of exRNA in hematological malignancy and has provided the basis for the utilization of exRNA to enhance our understanding of the MM biology and to identify potential biomarkers relevant to the diagnosis and prognosis of MM patients.https://www.mdpi.com/2072-6694/11/6/887myelomaextracellular RNAcirculating transcriptomerelapseliquid biopsybiomarkernon-coding RNA
collection DOAJ
language English
format Article
sources DOAJ
author Maoshan Chen
Sridurga Mithraprabhu
Malarmathy Ramachandran
Kawa Choi
Tiffany Khong
Andrew Spencer
spellingShingle Maoshan Chen
Sridurga Mithraprabhu
Malarmathy Ramachandran
Kawa Choi
Tiffany Khong
Andrew Spencer
Utility of Circulating Cell-Free RNA Analysis for the Characterization of Global Transcriptome Profiles of Multiple Myeloma Patients
Cancers
myeloma
extracellular RNA
circulating transcriptome
relapse
liquid biopsy
biomarker
non-coding RNA
author_facet Maoshan Chen
Sridurga Mithraprabhu
Malarmathy Ramachandran
Kawa Choi
Tiffany Khong
Andrew Spencer
author_sort Maoshan Chen
title Utility of Circulating Cell-Free RNA Analysis for the Characterization of Global Transcriptome Profiles of Multiple Myeloma Patients
title_short Utility of Circulating Cell-Free RNA Analysis for the Characterization of Global Transcriptome Profiles of Multiple Myeloma Patients
title_full Utility of Circulating Cell-Free RNA Analysis for the Characterization of Global Transcriptome Profiles of Multiple Myeloma Patients
title_fullStr Utility of Circulating Cell-Free RNA Analysis for the Characterization of Global Transcriptome Profiles of Multiple Myeloma Patients
title_full_unstemmed Utility of Circulating Cell-Free RNA Analysis for the Characterization of Global Transcriptome Profiles of Multiple Myeloma Patients
title_sort utility of circulating cell-free rna analysis for the characterization of global transcriptome profiles of multiple myeloma patients
publisher MDPI AG
series Cancers
issn 2072-6694
publishDate 2019-06-01
description In this study, we evaluated the utility of extracellular RNA (exRNA) derived from the plasma of multiple myeloma (MM) patients for whole transcriptome characterization. exRNA from 10 healthy controls (HC), five newly diagnosed (NDMM), and 12 relapsed and refractory (RRMM) MM patients were analyzed and compared. We showed that ~45% of the exRNA genes were protein-coding genes and ~85% of the identified genes were covered >70%. Compared to HC, we identified 632 differentially expressed genes (DEGs) in MM patients, of which 26 were common to NDMM and RRMM. We further identified 54 and 191 genes specific to NDMM and RRMM, respectively, and these included potential biomarkers such as LINC00863, MIR6754, CHRNE, ITPKA, and RGS18 in NDMM, and LINC00462, PPBP, RPL5, IER3, and MIR425 in RRMM, that were subsequently validated using droplet digital PCR. Moreover, single nucleotide polymorphisms and small indels were identified in the exRNA, including mucin family genes that demonstrated different rates of mutations between NDMM and RRMM. This is the first whole transcriptome study of exRNA in hematological malignancy and has provided the basis for the utilization of exRNA to enhance our understanding of the MM biology and to identify potential biomarkers relevant to the diagnosis and prognosis of MM patients.
topic myeloma
extracellular RNA
circulating transcriptome
relapse
liquid biopsy
biomarker
non-coding RNA
url https://www.mdpi.com/2072-6694/11/6/887
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