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A plasma miRNA-based classifier for small cell lung cancer diagnosis
INTRODUCTION: Small cell lung cancer (SCLC) is characterized by poor prognosis and challenging diagnosis. Screening in high-risk smokers results in a reduction in lung cancer mortality, however, screening efforts are primarily focused on non-small cell lung cancer (NSCLC). SCLC diagnosis and surveil...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10585112/ https://www.ncbi.nlm.nih.gov/pubmed/37869089 http://dx.doi.org/10.3389/fonc.2023.1255527 |
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author | Saviana, Michela Romano, Giulia McElroy, Joseph Nigita, Giovanni Distefano, Rosario Toft, Robin Calore, Federica Le, Patricia Morales, Daniel Del Valle Atmajoana, Sarah Deppen, Stephen Wang, Kai Lee, L. James Acunzo, Mario Nana-Sinkam, Patrick |
author_facet | Saviana, Michela Romano, Giulia McElroy, Joseph Nigita, Giovanni Distefano, Rosario Toft, Robin Calore, Federica Le, Patricia Morales, Daniel Del Valle Atmajoana, Sarah Deppen, Stephen Wang, Kai Lee, L. James Acunzo, Mario Nana-Sinkam, Patrick |
author_sort | Saviana, Michela |
collection | PubMed |
description | INTRODUCTION: Small cell lung cancer (SCLC) is characterized by poor prognosis and challenging diagnosis. Screening in high-risk smokers results in a reduction in lung cancer mortality, however, screening efforts are primarily focused on non-small cell lung cancer (NSCLC). SCLC diagnosis and surveillance remain significant challenges. The aberrant expression of circulating microRNAs (miRNAs/miRs) is reported in many tumors and can provide insights into the pathogenesis of tumor development and progression. Here, we conducted a comprehensive assessment of circulating miRNAs in SCLC with a goal of developing a miRNA-based classifier to assist in SCLC diagnoses. METHODS: We profiled deregulated circulating cell-free miRNAs in the plasma of SCLC patients. We tested selected miRNAs on a training cohort and created a classifier by integrating miRNA expression and patients’ clinical data. Finally, we applied the classifier on a validation dataset. RESULTS: We determined that miR-375-3p can discriminate between SCLC and NSCLC patients, and between SCLC and Squamous Cell Carcinoma patients. Moreover, we found that a model comprising miR-375-3p, miR-320b, and miR-144-3p can be integrated with race and age to distinguish metastatic SCLC from a control group. DISCUSSION: This study proposes a miRNA-based biomarker classifier for SCLC that considers clinical demographics with specific cut offs to inform SCLC diagnosis. |
format | Online Article Text |
id | pubmed-10585112 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105851122023-10-20 A plasma miRNA-based classifier for small cell lung cancer diagnosis Saviana, Michela Romano, Giulia McElroy, Joseph Nigita, Giovanni Distefano, Rosario Toft, Robin Calore, Federica Le, Patricia Morales, Daniel Del Valle Atmajoana, Sarah Deppen, Stephen Wang, Kai Lee, L. James Acunzo, Mario Nana-Sinkam, Patrick Front Oncol Oncology INTRODUCTION: Small cell lung cancer (SCLC) is characterized by poor prognosis and challenging diagnosis. Screening in high-risk smokers results in a reduction in lung cancer mortality, however, screening efforts are primarily focused on non-small cell lung cancer (NSCLC). SCLC diagnosis and surveillance remain significant challenges. The aberrant expression of circulating microRNAs (miRNAs/miRs) is reported in many tumors and can provide insights into the pathogenesis of tumor development and progression. Here, we conducted a comprehensive assessment of circulating miRNAs in SCLC with a goal of developing a miRNA-based classifier to assist in SCLC diagnoses. METHODS: We profiled deregulated circulating cell-free miRNAs in the plasma of SCLC patients. We tested selected miRNAs on a training cohort and created a classifier by integrating miRNA expression and patients’ clinical data. Finally, we applied the classifier on a validation dataset. RESULTS: We determined that miR-375-3p can discriminate between SCLC and NSCLC patients, and between SCLC and Squamous Cell Carcinoma patients. Moreover, we found that a model comprising miR-375-3p, miR-320b, and miR-144-3p can be integrated with race and age to distinguish metastatic SCLC from a control group. DISCUSSION: This study proposes a miRNA-based biomarker classifier for SCLC that considers clinical demographics with specific cut offs to inform SCLC diagnosis. Frontiers Media S.A. 2023-10-05 /pmc/articles/PMC10585112/ /pubmed/37869089 http://dx.doi.org/10.3389/fonc.2023.1255527 Text en Copyright © 2023 Saviana, Romano, McElroy, Nigita, Distefano, Toft, Calore, Le, Morales, Atmajoana, Deppen, Wang, Lee, Acunzo and Nana-Sinkam 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 Saviana, Michela Romano, Giulia McElroy, Joseph Nigita, Giovanni Distefano, Rosario Toft, Robin Calore, Federica Le, Patricia Morales, Daniel Del Valle Atmajoana, Sarah Deppen, Stephen Wang, Kai Lee, L. James Acunzo, Mario Nana-Sinkam, Patrick A plasma miRNA-based classifier for small cell lung cancer diagnosis |
title | A plasma miRNA-based classifier for small cell lung cancer diagnosis |
title_full | A plasma miRNA-based classifier for small cell lung cancer diagnosis |
title_fullStr | A plasma miRNA-based classifier for small cell lung cancer diagnosis |
title_full_unstemmed | A plasma miRNA-based classifier for small cell lung cancer diagnosis |
title_short | A plasma miRNA-based classifier for small cell lung cancer diagnosis |
title_sort | plasma mirna-based classifier for small cell lung cancer diagnosis |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10585112/ https://www.ncbi.nlm.nih.gov/pubmed/37869089 http://dx.doi.org/10.3389/fonc.2023.1255527 |
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