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The clinical utility of cfRNA for disease detection and surveillance: A proof of concept study in non‐small cell lung cancer
BACKGROUND: CT scans are used in routine clinical practice for the diagnosis and treatment surveillance of non‐small cell lung cancer (NSCLC). However, more sensitive methods are desirable. Liquid biopsy analyses of RNA and DNA can offer more sensitive diagnostic approaches. Cell‐free RNA (cfRNA) ha...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons Australia, Ltd
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9346179/ https://www.ncbi.nlm.nih.gov/pubmed/35708207 http://dx.doi.org/10.1111/1759-7714.14540 |
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author | Metzenmacher, Martin Hegedüs, Balazs Forster, Jan Schramm, Alexander Horn, Peter A. Klein, Christoph A. Bielefeld, Nicola Ploenes, Till Aigner, Clemens Siveke, Jens T. Schuler, Martin Lueong, Smiths S. |
author_facet | Metzenmacher, Martin Hegedüs, Balazs Forster, Jan Schramm, Alexander Horn, Peter A. Klein, Christoph A. Bielefeld, Nicola Ploenes, Till Aigner, Clemens Siveke, Jens T. Schuler, Martin Lueong, Smiths S. |
author_sort | Metzenmacher, Martin |
collection | PubMed |
description | BACKGROUND: CT scans are used in routine clinical practice for the diagnosis and treatment surveillance of non‐small cell lung cancer (NSCLC). However, more sensitive methods are desirable. Liquid biopsy analyses of RNA and DNA can offer more sensitive diagnostic approaches. Cell‐free RNA (cfRNA) has been described in several malignancies, but its clinical utility has not previously been explored. METHODS: We evaluated the clinical utility of cfRNA for early detection and surveillance of tumor disease in a proof‐of‐concept study. Using real‐time‐droplet digital polymerase chain reaction we characterized a candidate transcript (MORF4L2) in plasma samples from 41 advanced stage, 38 early stage NSCLC and 39 healthy samples. We compared its diagnostic performance with tumor markers and evaluated its utility for disease monitoring. RESULTS: MORF4L2 cfRNA was more abundant in patients than in healthy donors (p < 0.0001). Using the Youden index approach (cutoff value of 537 copies/ml was established) with a sensitivity of 0.73 (95% CI: 0.61–0.82) and a specificity of 0.87 (95% CI: 0.73–0.96). Positive and negative predictive values of 0.92 (95% CI: 0.83–0.95) and 0.59 (95% CI: 0.47–0.83) were achieved. Combination of cfRNA and Cyfra21‐1 improved its predictive value from 89.5% to 94.7%. Low baseline MORF4L2 levels were associated with better overall survival (HR:0.25, 95% CI: 0.09–0.7, p = 0.009) and progression‐free survival for patients treated with tyrosine kinase inhibitors (p = 0.011) and chemotherapy (p = 0.019). MORF4L2 profile between baseline and follow‐up mirrored radiological response and tumor dynamics better than tumor markers. cfRNA transcripts allowed monitoring tumor dynamics in patients without tumor‐reported genetic alterations. CONCLUSION: Our data support clinical utility of cfRNA for detection and surveillance of NSCLC. Further studies with larger cohorts are required. |
format | Online Article Text |
id | pubmed-9346179 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley & Sons Australia, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-93461792022-08-05 The clinical utility of cfRNA for disease detection and surveillance: A proof of concept study in non‐small cell lung cancer Metzenmacher, Martin Hegedüs, Balazs Forster, Jan Schramm, Alexander Horn, Peter A. Klein, Christoph A. Bielefeld, Nicola Ploenes, Till Aigner, Clemens Siveke, Jens T. Schuler, Martin Lueong, Smiths S. Thorac Cancer Original Articles BACKGROUND: CT scans are used in routine clinical practice for the diagnosis and treatment surveillance of non‐small cell lung cancer (NSCLC). However, more sensitive methods are desirable. Liquid biopsy analyses of RNA and DNA can offer more sensitive diagnostic approaches. Cell‐free RNA (cfRNA) has been described in several malignancies, but its clinical utility has not previously been explored. METHODS: We evaluated the clinical utility of cfRNA for early detection and surveillance of tumor disease in a proof‐of‐concept study. Using real‐time‐droplet digital polymerase chain reaction we characterized a candidate transcript (MORF4L2) in plasma samples from 41 advanced stage, 38 early stage NSCLC and 39 healthy samples. We compared its diagnostic performance with tumor markers and evaluated its utility for disease monitoring. RESULTS: MORF4L2 cfRNA was more abundant in patients than in healthy donors (p < 0.0001). Using the Youden index approach (cutoff value of 537 copies/ml was established) with a sensitivity of 0.73 (95% CI: 0.61–0.82) and a specificity of 0.87 (95% CI: 0.73–0.96). Positive and negative predictive values of 0.92 (95% CI: 0.83–0.95) and 0.59 (95% CI: 0.47–0.83) were achieved. Combination of cfRNA and Cyfra21‐1 improved its predictive value from 89.5% to 94.7%. Low baseline MORF4L2 levels were associated with better overall survival (HR:0.25, 95% CI: 0.09–0.7, p = 0.009) and progression‐free survival for patients treated with tyrosine kinase inhibitors (p = 0.011) and chemotherapy (p = 0.019). MORF4L2 profile between baseline and follow‐up mirrored radiological response and tumor dynamics better than tumor markers. cfRNA transcripts allowed monitoring tumor dynamics in patients without tumor‐reported genetic alterations. CONCLUSION: Our data support clinical utility of cfRNA for detection and surveillance of NSCLC. Further studies with larger cohorts are required. John Wiley & Sons Australia, Ltd 2022-06-16 2022-08 /pmc/articles/PMC9346179/ /pubmed/35708207 http://dx.doi.org/10.1111/1759-7714.14540 Text en © 2022 The Authors. Thoracic Cancer published by China Lung Oncology Group and John Wiley & Sons Australia, Ltd. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Original Articles Metzenmacher, Martin Hegedüs, Balazs Forster, Jan Schramm, Alexander Horn, Peter A. Klein, Christoph A. Bielefeld, Nicola Ploenes, Till Aigner, Clemens Siveke, Jens T. Schuler, Martin Lueong, Smiths S. The clinical utility of cfRNA for disease detection and surveillance: A proof of concept study in non‐small cell lung cancer |
title | The clinical utility of cfRNA for disease detection and surveillance: A proof of concept study in non‐small cell lung cancer |
title_full | The clinical utility of cfRNA for disease detection and surveillance: A proof of concept study in non‐small cell lung cancer |
title_fullStr | The clinical utility of cfRNA for disease detection and surveillance: A proof of concept study in non‐small cell lung cancer |
title_full_unstemmed | The clinical utility of cfRNA for disease detection and surveillance: A proof of concept study in non‐small cell lung cancer |
title_short | The clinical utility of cfRNA for disease detection and surveillance: A proof of concept study in non‐small cell lung cancer |
title_sort | clinical utility of cfrna for disease detection and surveillance: a proof of concept study in non‐small cell lung cancer |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9346179/ https://www.ncbi.nlm.nih.gov/pubmed/35708207 http://dx.doi.org/10.1111/1759-7714.14540 |
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