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Distinct molecular subtypes of papillary thyroid carcinoma and gene signature with diagnostic capability
Papillary thyroid carcinoma (PTC) is heterogeneous and its molecular characteristics remain elusive. We integrated transcriptomic sequencing, genomic analysis and clinicopathologic information from 582 tissue samples of 216 PTC and 75 benign thyroid nodule (BTN) patients. We discovered four subtypes...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674518/ https://www.ncbi.nlm.nih.gov/pubmed/36253446 http://dx.doi.org/10.1038/s41388-022-02499-0 |
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author | Hong, Shubin Xie, Yubin Cheng, Zhen Li, Jie He, Weiman Guo, Zhuming Zhang, Quan Peng, Sui He, Minghui Yu, Shuang Xu, Lixia Liu, Rengyun Xu, Tianyi Zhang, Yunjian Li, Yanbing Wang, Jiguang Lv, Weiming Yu, Jun Xiao, Haipeng |
author_facet | Hong, Shubin Xie, Yubin Cheng, Zhen Li, Jie He, Weiman Guo, Zhuming Zhang, Quan Peng, Sui He, Minghui Yu, Shuang Xu, Lixia Liu, Rengyun Xu, Tianyi Zhang, Yunjian Li, Yanbing Wang, Jiguang Lv, Weiming Yu, Jun Xiao, Haipeng |
author_sort | Hong, Shubin |
collection | PubMed |
description | Papillary thyroid carcinoma (PTC) is heterogeneous and its molecular characteristics remain elusive. We integrated transcriptomic sequencing, genomic analysis and clinicopathologic information from 582 tissue samples of 216 PTC and 75 benign thyroid nodule (BTN) patients. We discovered four subtypes of PTC including Immune-enriched Subtype, BRAF-enriched Subtype, Stromal Subtype and CNV-enriched Subtype. Molecular subtypes were validated in an external cohort of 497 PTC cases from the TCGA. Tumors in the Immune-enriched Subtype showed higher immune infiltration and overexpression of immune checkpoints, whilst BRAF-enriched Subtype showed a higher tendency for extrathyroidal extension and more advanced TNM stage. Key oncogenes including LRRK2, SLC34A2, MUC1, FOXQ1 and KRT19 were overexpressed and enriched in oncogenic MAPK and PI3K/AKT signaling pathways in BRAF-enriched subtype. Further analysis of BRAF-enriched Subtype identified three subclasses with different degrees of malignancies. We also uncovered the molecular link of the initiation and progression from BTN to subtypes of PTC using trajectory analysis. Moreover, a 20-gene expression signature was generated for differential diagnosis of PTC from BTN patients. Together, our work identified previously unreported molecular subtypes of PTC, offering opportunities to stratify patients into optimal treatment plans based on molecular subtyping. |
format | Online Article Text |
id | pubmed-9674518 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-96745182022-11-20 Distinct molecular subtypes of papillary thyroid carcinoma and gene signature with diagnostic capability Hong, Shubin Xie, Yubin Cheng, Zhen Li, Jie He, Weiman Guo, Zhuming Zhang, Quan Peng, Sui He, Minghui Yu, Shuang Xu, Lixia Liu, Rengyun Xu, Tianyi Zhang, Yunjian Li, Yanbing Wang, Jiguang Lv, Weiming Yu, Jun Xiao, Haipeng Oncogene Article Papillary thyroid carcinoma (PTC) is heterogeneous and its molecular characteristics remain elusive. We integrated transcriptomic sequencing, genomic analysis and clinicopathologic information from 582 tissue samples of 216 PTC and 75 benign thyroid nodule (BTN) patients. We discovered four subtypes of PTC including Immune-enriched Subtype, BRAF-enriched Subtype, Stromal Subtype and CNV-enriched Subtype. Molecular subtypes were validated in an external cohort of 497 PTC cases from the TCGA. Tumors in the Immune-enriched Subtype showed higher immune infiltration and overexpression of immune checkpoints, whilst BRAF-enriched Subtype showed a higher tendency for extrathyroidal extension and more advanced TNM stage. Key oncogenes including LRRK2, SLC34A2, MUC1, FOXQ1 and KRT19 were overexpressed and enriched in oncogenic MAPK and PI3K/AKT signaling pathways in BRAF-enriched subtype. Further analysis of BRAF-enriched Subtype identified three subclasses with different degrees of malignancies. We also uncovered the molecular link of the initiation and progression from BTN to subtypes of PTC using trajectory analysis. Moreover, a 20-gene expression signature was generated for differential diagnosis of PTC from BTN patients. Together, our work identified previously unreported molecular subtypes of PTC, offering opportunities to stratify patients into optimal treatment plans based on molecular subtyping. Nature Publishing Group UK 2022-10-17 2022 /pmc/articles/PMC9674518/ /pubmed/36253446 http://dx.doi.org/10.1038/s41388-022-02499-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Hong, Shubin Xie, Yubin Cheng, Zhen Li, Jie He, Weiman Guo, Zhuming Zhang, Quan Peng, Sui He, Minghui Yu, Shuang Xu, Lixia Liu, Rengyun Xu, Tianyi Zhang, Yunjian Li, Yanbing Wang, Jiguang Lv, Weiming Yu, Jun Xiao, Haipeng Distinct molecular subtypes of papillary thyroid carcinoma and gene signature with diagnostic capability |
title | Distinct molecular subtypes of papillary thyroid carcinoma and gene signature with diagnostic capability |
title_full | Distinct molecular subtypes of papillary thyroid carcinoma and gene signature with diagnostic capability |
title_fullStr | Distinct molecular subtypes of papillary thyroid carcinoma and gene signature with diagnostic capability |
title_full_unstemmed | Distinct molecular subtypes of papillary thyroid carcinoma and gene signature with diagnostic capability |
title_short | Distinct molecular subtypes of papillary thyroid carcinoma and gene signature with diagnostic capability |
title_sort | distinct molecular subtypes of papillary thyroid carcinoma and gene signature with diagnostic capability |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674518/ https://www.ncbi.nlm.nih.gov/pubmed/36253446 http://dx.doi.org/10.1038/s41388-022-02499-0 |
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