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Identification of Let-7 miRNA Activity as a Prognostic Biomarker of SHH Medulloblastoma
SIMPLE SUMMARY: Medulloblastoma is the most common malignant pediatric brain tumor. It can be divided into four molecular subgroups with clear biological and clinical differences: Group 3, Group 4, SHH, and WNT. The Group 3 subgroup has the lowest overall survival rate, and the WNT subgroup has the...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8750188/ https://www.ncbi.nlm.nih.gov/pubmed/35008302 http://dx.doi.org/10.3390/cancers14010139 |
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author | Westphal, Maximillian S. Lee, Eunjee Schadt, Eric E. Sholler, Giselle S. Zhu, Jun |
author_facet | Westphal, Maximillian S. Lee, Eunjee Schadt, Eric E. Sholler, Giselle S. Zhu, Jun |
author_sort | Westphal, Maximillian S. |
collection | PubMed |
description | SIMPLE SUMMARY: Medulloblastoma is the most common malignant pediatric brain tumor. It can be divided into four molecular subgroups with clear biological and clinical differences: Group 3, Group 4, SHH, and WNT. The Group 3 subgroup has the lowest overall survival rate, and the WNT subgroup has the highest. It is known that MYCN and let-7 play a critical role in medulloblastoma tumorigenesis and progression. By integrating multi-omics data, including gene expression, methylation, copy number variation, and miRNA expression, we further divided the SHH subgroup according to MYCN expression and let-7 activity and found that the combination of high MYCN expression and high let-7 activity is associated with worse overall survival. ABSTRACT: Medulloblastoma (MB) is the most common pediatric embryonal brain tumor. The current consensus classifies MB into four molecular subgroups: sonic hedgehog-activated (SHH), wingless-activated (WNT), Group 3, and Group 4. MYCN and let-7 play a critical role in MB. Thus, we inferred the activity of miRNAs in MB by using the ActMiR procedure. SHH-MB has higher MYCN expression than the other subgroups. We showed that high MYCN expression with high let-7 activity is significantly associated with worse overall survival, and this association was validated in an independent MB dataset. Altogether, our results suggest that let-7 activity and MYCN can further categorize heterogeneous SHH tumors into more and less-favorable prognostic subtypes, which provide critical information for personalizing treatment options for SHH-MB. Comparing the expression differences between the two SHH-MB prognostic subtypes with compound perturbation profiles, we identified FGFR inhibitors as one potential treatment option for SHH-MB patients with the less-favorable prognostic subtype. |
format | Online Article Text |
id | pubmed-8750188 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-87501882022-01-12 Identification of Let-7 miRNA Activity as a Prognostic Biomarker of SHH Medulloblastoma Westphal, Maximillian S. Lee, Eunjee Schadt, Eric E. Sholler, Giselle S. Zhu, Jun Cancers (Basel) Article SIMPLE SUMMARY: Medulloblastoma is the most common malignant pediatric brain tumor. It can be divided into four molecular subgroups with clear biological and clinical differences: Group 3, Group 4, SHH, and WNT. The Group 3 subgroup has the lowest overall survival rate, and the WNT subgroup has the highest. It is known that MYCN and let-7 play a critical role in medulloblastoma tumorigenesis and progression. By integrating multi-omics data, including gene expression, methylation, copy number variation, and miRNA expression, we further divided the SHH subgroup according to MYCN expression and let-7 activity and found that the combination of high MYCN expression and high let-7 activity is associated with worse overall survival. ABSTRACT: Medulloblastoma (MB) is the most common pediatric embryonal brain tumor. The current consensus classifies MB into four molecular subgroups: sonic hedgehog-activated (SHH), wingless-activated (WNT), Group 3, and Group 4. MYCN and let-7 play a critical role in MB. Thus, we inferred the activity of miRNAs in MB by using the ActMiR procedure. SHH-MB has higher MYCN expression than the other subgroups. We showed that high MYCN expression with high let-7 activity is significantly associated with worse overall survival, and this association was validated in an independent MB dataset. Altogether, our results suggest that let-7 activity and MYCN can further categorize heterogeneous SHH tumors into more and less-favorable prognostic subtypes, which provide critical information for personalizing treatment options for SHH-MB. Comparing the expression differences between the two SHH-MB prognostic subtypes with compound perturbation profiles, we identified FGFR inhibitors as one potential treatment option for SHH-MB patients with the less-favorable prognostic subtype. MDPI 2021-12-28 /pmc/articles/PMC8750188/ /pubmed/35008302 http://dx.doi.org/10.3390/cancers14010139 Text en © 2021 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 Westphal, Maximillian S. Lee, Eunjee Schadt, Eric E. Sholler, Giselle S. Zhu, Jun Identification of Let-7 miRNA Activity as a Prognostic Biomarker of SHH Medulloblastoma |
title | Identification of Let-7 miRNA Activity as a Prognostic Biomarker of SHH Medulloblastoma |
title_full | Identification of Let-7 miRNA Activity as a Prognostic Biomarker of SHH Medulloblastoma |
title_fullStr | Identification of Let-7 miRNA Activity as a Prognostic Biomarker of SHH Medulloblastoma |
title_full_unstemmed | Identification of Let-7 miRNA Activity as a Prognostic Biomarker of SHH Medulloblastoma |
title_short | Identification of Let-7 miRNA Activity as a Prognostic Biomarker of SHH Medulloblastoma |
title_sort | identification of let-7 mirna activity as a prognostic biomarker of shh medulloblastoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8750188/ https://www.ncbi.nlm.nih.gov/pubmed/35008302 http://dx.doi.org/10.3390/cancers14010139 |
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