The Analysis of Platelet-Derived circRNA Repertoire as Potential Diagnostic Biomarker for Non-Small Cell Lung Cancer
Tumor-educated Platelets (TEPs) have emerged as rich biosources of cancer-related RNA profiles in liquid biopsies applicable for cancer detection. Although human blood platelets have been found to be enriched in circular RNA (circRNA), no studies have investigated the potential of circRNA as platele...
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Format: | Article |
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MDPI AG
2021-09-01
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Series: | Cancers |
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Online Access: | https://www.mdpi.com/2072-6694/13/18/4644 |
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Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Silvia D’Ambrosi Allerdien Visser Mafalda Antunes-Ferreira Ankie Poutsma Stavros Giannoukakos Nik Sol Siamack Sabrkhany Idris Bahce Marijke J. E. Kuijpers Mirjam G. A. Oude Egbrink Arjan W. Griffioen Myron G. Best Danijela Koppers-Lalic Cees Oudejans Thomas Würdinger |
spellingShingle |
Silvia D’Ambrosi Allerdien Visser Mafalda Antunes-Ferreira Ankie Poutsma Stavros Giannoukakos Nik Sol Siamack Sabrkhany Idris Bahce Marijke J. E. Kuijpers Mirjam G. A. Oude Egbrink Arjan W. Griffioen Myron G. Best Danijela Koppers-Lalic Cees Oudejans Thomas Würdinger The Analysis of Platelet-Derived circRNA Repertoire as Potential Diagnostic Biomarker for Non-Small Cell Lung Cancer Cancers circular RNA non-small cell lung cancer platelets liquid biopsy biomarkers |
author_facet |
Silvia D’Ambrosi Allerdien Visser Mafalda Antunes-Ferreira Ankie Poutsma Stavros Giannoukakos Nik Sol Siamack Sabrkhany Idris Bahce Marijke J. E. Kuijpers Mirjam G. A. Oude Egbrink Arjan W. Griffioen Myron G. Best Danijela Koppers-Lalic Cees Oudejans Thomas Würdinger |
author_sort |
Silvia D’Ambrosi |
title |
The Analysis of Platelet-Derived circRNA Repertoire as Potential Diagnostic Biomarker for Non-Small Cell Lung Cancer |
title_short |
The Analysis of Platelet-Derived circRNA Repertoire as Potential Diagnostic Biomarker for Non-Small Cell Lung Cancer |
title_full |
The Analysis of Platelet-Derived circRNA Repertoire as Potential Diagnostic Biomarker for Non-Small Cell Lung Cancer |
title_fullStr |
The Analysis of Platelet-Derived circRNA Repertoire as Potential Diagnostic Biomarker for Non-Small Cell Lung Cancer |
title_full_unstemmed |
The Analysis of Platelet-Derived circRNA Repertoire as Potential Diagnostic Biomarker for Non-Small Cell Lung Cancer |
title_sort |
analysis of platelet-derived circrna repertoire as potential diagnostic biomarker for non-small cell lung cancer |
publisher |
MDPI AG |
series |
Cancers |
issn |
2072-6694 |
publishDate |
2021-09-01 |
description |
Tumor-educated Platelets (TEPs) have emerged as rich biosources of cancer-related RNA profiles in liquid biopsies applicable for cancer detection. Although human blood platelets have been found to be enriched in circular RNA (circRNA), no studies have investigated the potential of circRNA as platelet-derived biomarkers for cancer. In this proof-of-concept study, we examine whether the circRNA signature of blood platelets can be used as a liquid biopsy biomarker for the detection of non-small cell lung cancer (NSCLC). We analyzed the total RNA, extracted from the platelet samples collected from NSCLC patients and asymptomatic individuals, using RNA sequencing (RNA-Seq). Identification and quantification of known and novel circRNAs were performed using the accurate CircRNA finder suite (ACFS), followed by the differential transcript expression analysis using a modified version of our thromboSeq software. Out of 4732 detected circRNAs, we identified 411 circRNAs that are significantly (<i>p</i>-value < 0.05) differentially expressed between asymptomatic individuals and NSCLC patients. Using the false discovery rate (FDR) of 0.05 as cutoff, we selected the nuclear receptor-interacting protein 1 (NRIP1) circRNA (circNRIP1) as a potential biomarker candidate for further validation by reverse transcription–quantitative PCR (RT-qPCR). This analysis was performed on an independent cohort of platelet samples. The RT-qPCR results confirmed the RNA-Seq data analysis, with significant downregulation of circNRIP1 in platelets derived from NSCLC patients. Our findings suggest that circRNAs found in blood platelets may hold diagnostic biomarkers potential for the detection of NSCLC using liquid biopsies. |
topic |
circular RNA non-small cell lung cancer platelets liquid biopsy biomarkers |
url |
https://www.mdpi.com/2072-6694/13/18/4644 |
work_keys_str_mv |
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doaj-4ab2559bf26d4f2aa61d22c9dcb495b12021-09-25T23:49:52ZengMDPI AGCancers2072-66942021-09-01134644464410.3390/cancers13184644The Analysis of Platelet-Derived circRNA Repertoire as Potential Diagnostic Biomarker for Non-Small Cell Lung CancerSilvia D’Ambrosi0Allerdien Visser1Mafalda Antunes-Ferreira2Ankie Poutsma3Stavros Giannoukakos4Nik Sol5Siamack Sabrkhany6Idris Bahce7Marijke J. E. Kuijpers8Mirjam G. A. Oude Egbrink9Arjan W. Griffioen10Myron G. Best11Danijela Koppers-Lalic12Cees Oudejans13Thomas Würdinger14Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The NetherlandsDepartment of Clinical Chemistry, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The NetherlandsDepartment of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The NetherlandsDepartment of Clinical Chemistry, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The NetherlandsDepartment of Genetics, Faculty of Science, University of Granada, 18071 Granada, SpainBrain Tumor Center Amsterdam, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The NetherlandsDepartment of Physiology, Cardiovascular Research Institute Maastricht, Maastricht University Medical Center, 6229 ER Maastricht, The NetherlandsDepartment of Pulmonary Diseases, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The NetherlandsDepartment of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, 6229 ER Maastricht, The NetherlandsDepartment of Physiology, Cardiovascular Research Institute Maastricht, Maastricht University Medical Center, 6229 ER Maastricht, The NetherlandsAngiogenesis Laboratory, Department of Medical Oncology, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The NetherlandsDepartment of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The NetherlandsDepartment of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The NetherlandsDepartment of Clinical Chemistry, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The NetherlandsDepartment of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The NetherlandsTumor-educated Platelets (TEPs) have emerged as rich biosources of cancer-related RNA profiles in liquid biopsies applicable for cancer detection. Although human blood platelets have been found to be enriched in circular RNA (circRNA), no studies have investigated the potential of circRNA as platelet-derived biomarkers for cancer. In this proof-of-concept study, we examine whether the circRNA signature of blood platelets can be used as a liquid biopsy biomarker for the detection of non-small cell lung cancer (NSCLC). We analyzed the total RNA, extracted from the platelet samples collected from NSCLC patients and asymptomatic individuals, using RNA sequencing (RNA-Seq). Identification and quantification of known and novel circRNAs were performed using the accurate CircRNA finder suite (ACFS), followed by the differential transcript expression analysis using a modified version of our thromboSeq software. Out of 4732 detected circRNAs, we identified 411 circRNAs that are significantly (<i>p</i>-value < 0.05) differentially expressed between asymptomatic individuals and NSCLC patients. Using the false discovery rate (FDR) of 0.05 as cutoff, we selected the nuclear receptor-interacting protein 1 (NRIP1) circRNA (circNRIP1) as a potential biomarker candidate for further validation by reverse transcription–quantitative PCR (RT-qPCR). This analysis was performed on an independent cohort of platelet samples. The RT-qPCR results confirmed the RNA-Seq data analysis, with significant downregulation of circNRIP1 in platelets derived from NSCLC patients. Our findings suggest that circRNAs found in blood platelets may hold diagnostic biomarkers potential for the detection of NSCLC using liquid biopsies.https://www.mdpi.com/2072-6694/13/18/4644circular RNAnon-small cell lung cancerplateletsliquid biopsybiomarkers |