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A microRNA Prognostic Signature in Patients with Diffuse Intrinsic Pontine Gliomas through Non-Invasive Liquid Biopsy
SIMPLE SUMMARY: Diffuse intrinsic pontine glioma (DIPG) is a neuro-radiologically defined tumor of the brainstem, primarily affecting children, with most diagnoses occurring between 5 and 7 years of age. Surgical removal in DIPGs is not feasible. Subsequent tumor progression is almost universal and...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9454461/ https://www.ncbi.nlm.nih.gov/pubmed/36077842 http://dx.doi.org/10.3390/cancers14174307 |
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author | Iannó, Maria F. Biassoni, Veronica Schiavello, Elisabetta Carenzo, Andrea Boschetti, Luna Gandola, Lorenza Diletto, Barbara Marchesi, Edoardo Vegetti, Claudia Molla, Alessandra Kramm, Christof M. van Vuurden, Dannis G. Gasparini, Patrizia Gianno, Francesca Giangaspero, Felice Modena, Piergiorgio Bison, Brigitte Anichini, Andrea Vennarini, Sabina Pignoli, Emanuele Massimino, Maura De Cecco, Loris |
author_facet | Iannó, Maria F. Biassoni, Veronica Schiavello, Elisabetta Carenzo, Andrea Boschetti, Luna Gandola, Lorenza Diletto, Barbara Marchesi, Edoardo Vegetti, Claudia Molla, Alessandra Kramm, Christof M. van Vuurden, Dannis G. Gasparini, Patrizia Gianno, Francesca Giangaspero, Felice Modena, Piergiorgio Bison, Brigitte Anichini, Andrea Vennarini, Sabina Pignoli, Emanuele Massimino, Maura De Cecco, Loris |
author_sort | Iannó, Maria F. |
collection | PubMed |
description | SIMPLE SUMMARY: Diffuse intrinsic pontine glioma (DIPG) is a neuro-radiologically defined tumor of the brainstem, primarily affecting children, with most diagnoses occurring between 5 and 7 years of age. Surgical removal in DIPGs is not feasible. Subsequent tumor progression is almost universal and no biomarker for predicting the course of the disease has entered into clinical practice so far. Under these premises, it is essential to develop reliable biomarkers that are able to improve outcomes and stratify patients using non-invasive methods to determine tumor profiles. We designed a study assessing circulating miRNA expression by a high-throughput platform and divided patients into training and validation phases in order to disclose a potential signature with clinical impact. Our results for the first time have proved the usefulness of blood-circulating nucleic acids as powerful, easy-to-assay molecular markers of disease status in DIPG. ABSTRACT: Diffuse midline gliomas (DMGs) originate in the thalamus, brainstem, cerebellum and spine. This entity includes tumors that infiltrate the pons, called diffuse intrinsic pontine gliomas (DIPGs), with a rapid onset and devastating neurological symptoms. Since surgical removal in DIPGs is not feasible, the purpose of this study was to profile circulating miRNA expression in DIPG patients in an effort to identify a non-invasive prognostic signature with clinical impact. Using a high-throughput platform, miRNA expression was profiled in serum samples collected at the time of MRI diagnosis and prior to radiation and/or systemic therapy from 47 patients enrolled in clinical studies, combining nimotuzumab and vinorelbine with concomitant radiation. With progression-free survival as the primary endpoint, a semi-supervised learning approach was used to identify a signature that was also tested taking overall survival as the clinical endpoint. A signature comprising 13 circulating miRNAs was identified in the training set (n = 23) as being able to stratify patients by risk of disease progression (log-rank p = 0.00014; HR = 7.99, 95% CI 2.38–26.87). When challenged in a separate validation set (n = 24), it confirmed its ability to predict progression (log-rank p = 0.00026; HR = 5.51, 95% CI 2.03–14.9). The value of our signature was also confirmed when overall survival was considered (log-rank p = 0.0021, HR = 4.12, 95% CI 1.57–10.8). We have identified and validated a prognostic marker based on the expression of 13 circulating miRNAs that can shed light on a patient’s risk of progression. This is the first demonstration of the usefulness of nucleic acids circulating in the blood as powerful, easy-to-assay molecular markers of disease status in DIPG. This study provides Class II evidence that a signature based on 13 circulating miRNAs is associated with the risk of disease progression. |
format | Online Article Text |
id | pubmed-9454461 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-94544612022-09-09 A microRNA Prognostic Signature in Patients with Diffuse Intrinsic Pontine Gliomas through Non-Invasive Liquid Biopsy Iannó, Maria F. Biassoni, Veronica Schiavello, Elisabetta Carenzo, Andrea Boschetti, Luna Gandola, Lorenza Diletto, Barbara Marchesi, Edoardo Vegetti, Claudia Molla, Alessandra Kramm, Christof M. van Vuurden, Dannis G. Gasparini, Patrizia Gianno, Francesca Giangaspero, Felice Modena, Piergiorgio Bison, Brigitte Anichini, Andrea Vennarini, Sabina Pignoli, Emanuele Massimino, Maura De Cecco, Loris Cancers (Basel) Article SIMPLE SUMMARY: Diffuse intrinsic pontine glioma (DIPG) is a neuro-radiologically defined tumor of the brainstem, primarily affecting children, with most diagnoses occurring between 5 and 7 years of age. Surgical removal in DIPGs is not feasible. Subsequent tumor progression is almost universal and no biomarker for predicting the course of the disease has entered into clinical practice so far. Under these premises, it is essential to develop reliable biomarkers that are able to improve outcomes and stratify patients using non-invasive methods to determine tumor profiles. We designed a study assessing circulating miRNA expression by a high-throughput platform and divided patients into training and validation phases in order to disclose a potential signature with clinical impact. Our results for the first time have proved the usefulness of blood-circulating nucleic acids as powerful, easy-to-assay molecular markers of disease status in DIPG. ABSTRACT: Diffuse midline gliomas (DMGs) originate in the thalamus, brainstem, cerebellum and spine. This entity includes tumors that infiltrate the pons, called diffuse intrinsic pontine gliomas (DIPGs), with a rapid onset and devastating neurological symptoms. Since surgical removal in DIPGs is not feasible, the purpose of this study was to profile circulating miRNA expression in DIPG patients in an effort to identify a non-invasive prognostic signature with clinical impact. Using a high-throughput platform, miRNA expression was profiled in serum samples collected at the time of MRI diagnosis and prior to radiation and/or systemic therapy from 47 patients enrolled in clinical studies, combining nimotuzumab and vinorelbine with concomitant radiation. With progression-free survival as the primary endpoint, a semi-supervised learning approach was used to identify a signature that was also tested taking overall survival as the clinical endpoint. A signature comprising 13 circulating miRNAs was identified in the training set (n = 23) as being able to stratify patients by risk of disease progression (log-rank p = 0.00014; HR = 7.99, 95% CI 2.38–26.87). When challenged in a separate validation set (n = 24), it confirmed its ability to predict progression (log-rank p = 0.00026; HR = 5.51, 95% CI 2.03–14.9). The value of our signature was also confirmed when overall survival was considered (log-rank p = 0.0021, HR = 4.12, 95% CI 1.57–10.8). We have identified and validated a prognostic marker based on the expression of 13 circulating miRNAs that can shed light on a patient’s risk of progression. This is the first demonstration of the usefulness of nucleic acids circulating in the blood as powerful, easy-to-assay molecular markers of disease status in DIPG. This study provides Class II evidence that a signature based on 13 circulating miRNAs is associated with the risk of disease progression. MDPI 2022-09-02 /pmc/articles/PMC9454461/ /pubmed/36077842 http://dx.doi.org/10.3390/cancers14174307 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Iannó, Maria F. Biassoni, Veronica Schiavello, Elisabetta Carenzo, Andrea Boschetti, Luna Gandola, Lorenza Diletto, Barbara Marchesi, Edoardo Vegetti, Claudia Molla, Alessandra Kramm, Christof M. van Vuurden, Dannis G. Gasparini, Patrizia Gianno, Francesca Giangaspero, Felice Modena, Piergiorgio Bison, Brigitte Anichini, Andrea Vennarini, Sabina Pignoli, Emanuele Massimino, Maura De Cecco, Loris A microRNA Prognostic Signature in Patients with Diffuse Intrinsic Pontine Gliomas through Non-Invasive Liquid Biopsy |
title | A microRNA Prognostic Signature in Patients with Diffuse Intrinsic Pontine Gliomas through Non-Invasive Liquid Biopsy |
title_full | A microRNA Prognostic Signature in Patients with Diffuse Intrinsic Pontine Gliomas through Non-Invasive Liquid Biopsy |
title_fullStr | A microRNA Prognostic Signature in Patients with Diffuse Intrinsic Pontine Gliomas through Non-Invasive Liquid Biopsy |
title_full_unstemmed | A microRNA Prognostic Signature in Patients with Diffuse Intrinsic Pontine Gliomas through Non-Invasive Liquid Biopsy |
title_short | A microRNA Prognostic Signature in Patients with Diffuse Intrinsic Pontine Gliomas through Non-Invasive Liquid Biopsy |
title_sort | microrna prognostic signature in patients with diffuse intrinsic pontine gliomas through non-invasive liquid biopsy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9454461/ https://www.ncbi.nlm.nih.gov/pubmed/36077842 http://dx.doi.org/10.3390/cancers14174307 |
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