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MicroRNA signature and integrative omics analyses define prognostic clusters and key pathways driving prognosis in patients with neuroendocrine neoplasms

Neuroendocrine neoplasms (NENs) are mutationally quiet (low number of mutations/Mb), and epigenetic mechanisms drive their development and progression. We aimed at comprehensively characterising the microRNA (miRNA) profile of NENs, and exploring downstream targets and their epigenetic modulation. I...

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Autores principales: Soldevilla, Beatriz, Lens‐Pardo, Alberto, Espinosa‐Olarte, Paula, Carretero‐Puche, Carlos, Molina‐Pinelo, Sonia, Robles, Carlos, Benavent, Marta, Gomez‐Izquierdo, Lourdes, Fierro‐Fernández, Marta, Morales‐Burgo, Patricia, Jimenez‐Fonseca, Paula, Anton‐Pascual, Beatriz, Rodriguez‐Gil, Yolanda, Teijo‐Quintans, Ana, La Salvia, Anna, Rubio‐Cuesta, Beatriz, Riesco‐Martínez, Maria C., Garcia‐Carbonero, Rocio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10061291/
https://www.ncbi.nlm.nih.gov/pubmed/36795001
http://dx.doi.org/10.1002/1878-0261.13393
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author Soldevilla, Beatriz
Lens‐Pardo, Alberto
Espinosa‐Olarte, Paula
Carretero‐Puche, Carlos
Molina‐Pinelo, Sonia
Robles, Carlos
Benavent, Marta
Gomez‐Izquierdo, Lourdes
Fierro‐Fernández, Marta
Morales‐Burgo, Patricia
Jimenez‐Fonseca, Paula
Anton‐Pascual, Beatriz
Rodriguez‐Gil, Yolanda
Teijo‐Quintans, Ana
La Salvia, Anna
Rubio‐Cuesta, Beatriz
Riesco‐Martínez, Maria C.
Garcia‐Carbonero, Rocio
author_facet Soldevilla, Beatriz
Lens‐Pardo, Alberto
Espinosa‐Olarte, Paula
Carretero‐Puche, Carlos
Molina‐Pinelo, Sonia
Robles, Carlos
Benavent, Marta
Gomez‐Izquierdo, Lourdes
Fierro‐Fernández, Marta
Morales‐Burgo, Patricia
Jimenez‐Fonseca, Paula
Anton‐Pascual, Beatriz
Rodriguez‐Gil, Yolanda
Teijo‐Quintans, Ana
La Salvia, Anna
Rubio‐Cuesta, Beatriz
Riesco‐Martínez, Maria C.
Garcia‐Carbonero, Rocio
author_sort Soldevilla, Beatriz
collection PubMed
description Neuroendocrine neoplasms (NENs) are mutationally quiet (low number of mutations/Mb), and epigenetic mechanisms drive their development and progression. We aimed at comprehensively characterising the microRNA (miRNA) profile of NENs, and exploring downstream targets and their epigenetic modulation. In total, 84 cancer‐related miRNAs were analysed in 85 NEN samples from lung and gastroenteropancreatic (GEP) origin, and their prognostic value was evaluated by univariate and multivariate models. Transcriptomics (N = 63) and methylomics (N = 30) were performed to predict miRNA target genes, signalling pathways and regulatory CpG sites. Findings were validated in The Cancer Genome Atlas cohorts and in NEN cell lines. We identified a signature of eight miRNAs that stratified patients in three prognostic groups (5‐year survival of 80%, 66% and 36%). Expression of the eight‐miRNA gene signature correlated with 71 target genes involved in PI3K–Akt and TNFα–NF‐kB signalling. Of these, 28 were associated with survival and validated in silico and in vitro. Finally, we identified five CpG sites involved in the epigenetic regulation of these eight miRNAs. In brief, we identified an 8‐miRNA signature able to predict survival of patients with GEP and lung NENs, and identified genes and regulatory mechanisms driving prognosis in NEN patients.
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spelling pubmed-100612912023-03-31 MicroRNA signature and integrative omics analyses define prognostic clusters and key pathways driving prognosis in patients with neuroendocrine neoplasms Soldevilla, Beatriz Lens‐Pardo, Alberto Espinosa‐Olarte, Paula Carretero‐Puche, Carlos Molina‐Pinelo, Sonia Robles, Carlos Benavent, Marta Gomez‐Izquierdo, Lourdes Fierro‐Fernández, Marta Morales‐Burgo, Patricia Jimenez‐Fonseca, Paula Anton‐Pascual, Beatriz Rodriguez‐Gil, Yolanda Teijo‐Quintans, Ana La Salvia, Anna Rubio‐Cuesta, Beatriz Riesco‐Martínez, Maria C. Garcia‐Carbonero, Rocio Mol Oncol Research Articles Neuroendocrine neoplasms (NENs) are mutationally quiet (low number of mutations/Mb), and epigenetic mechanisms drive their development and progression. We aimed at comprehensively characterising the microRNA (miRNA) profile of NENs, and exploring downstream targets and their epigenetic modulation. In total, 84 cancer‐related miRNAs were analysed in 85 NEN samples from lung and gastroenteropancreatic (GEP) origin, and their prognostic value was evaluated by univariate and multivariate models. Transcriptomics (N = 63) and methylomics (N = 30) were performed to predict miRNA target genes, signalling pathways and regulatory CpG sites. Findings were validated in The Cancer Genome Atlas cohorts and in NEN cell lines. We identified a signature of eight miRNAs that stratified patients in three prognostic groups (5‐year survival of 80%, 66% and 36%). Expression of the eight‐miRNA gene signature correlated with 71 target genes involved in PI3K–Akt and TNFα–NF‐kB signalling. Of these, 28 were associated with survival and validated in silico and in vitro. Finally, we identified five CpG sites involved in the epigenetic regulation of these eight miRNAs. In brief, we identified an 8‐miRNA signature able to predict survival of patients with GEP and lung NENs, and identified genes and regulatory mechanisms driving prognosis in NEN patients. John Wiley and Sons Inc. 2023-03-05 /pmc/articles/PMC10061291/ /pubmed/36795001 http://dx.doi.org/10.1002/1878-0261.13393 Text en © 2023 The Authors. Molecular Oncology published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Soldevilla, Beatriz
Lens‐Pardo, Alberto
Espinosa‐Olarte, Paula
Carretero‐Puche, Carlos
Molina‐Pinelo, Sonia
Robles, Carlos
Benavent, Marta
Gomez‐Izquierdo, Lourdes
Fierro‐Fernández, Marta
Morales‐Burgo, Patricia
Jimenez‐Fonseca, Paula
Anton‐Pascual, Beatriz
Rodriguez‐Gil, Yolanda
Teijo‐Quintans, Ana
La Salvia, Anna
Rubio‐Cuesta, Beatriz
Riesco‐Martínez, Maria C.
Garcia‐Carbonero, Rocio
MicroRNA signature and integrative omics analyses define prognostic clusters and key pathways driving prognosis in patients with neuroendocrine neoplasms
title MicroRNA signature and integrative omics analyses define prognostic clusters and key pathways driving prognosis in patients with neuroendocrine neoplasms
title_full MicroRNA signature and integrative omics analyses define prognostic clusters and key pathways driving prognosis in patients with neuroendocrine neoplasms
title_fullStr MicroRNA signature and integrative omics analyses define prognostic clusters and key pathways driving prognosis in patients with neuroendocrine neoplasms
title_full_unstemmed MicroRNA signature and integrative omics analyses define prognostic clusters and key pathways driving prognosis in patients with neuroendocrine neoplasms
title_short MicroRNA signature and integrative omics analyses define prognostic clusters and key pathways driving prognosis in patients with neuroendocrine neoplasms
title_sort microrna signature and integrative omics analyses define prognostic clusters and key pathways driving prognosis in patients with neuroendocrine neoplasms
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10061291/
https://www.ncbi.nlm.nih.gov/pubmed/36795001
http://dx.doi.org/10.1002/1878-0261.13393
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