TY - JOUR
T1 - Distinct molecular subtypes of papillary thyroid carcinoma and gene signature with diagnostic capability
AU - Hong, Shubin
AU - Xie, Yubin
AU - Cheng, Zhen
AU - Li, Jie
AU - He, Weiman
AU - Guo, Zhuming
AU - Zhang, Quan
AU - Peng, Sui
AU - He, Minghui
AU - Yu, Shuang
AU - Xu, Lixia
AU - Liu, Rengyun
AU - Xu, Tianyi
AU - Zhang, Yunjian
AU - Li, Yanbing
AU - Wang, Jiguang
AU - Lv, Weiming
AU - Yu, Jun
AU - Xiao, Haipeng
N1 - Publisher Copyright:
© 2022, The Author(s).
PY - 2022/11/18
Y1 - 2022/11/18
N2 - 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.
AB - 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.
UR - https://www.webofscience.com/wos/woscc/full-record/WOS:000868969900001
UR - https://openalex.org/W4306409680
UR - https://www.scopus.com/pages/publications/85140021175
U2 - 10.1038/s41388-022-02499-0
DO - 10.1038/s41388-022-02499-0
M3 - Journal Article
C2 - 36253446
SN - 0950-9232
VL - 41
SP - 5121
EP - 5132
JO - Oncogene
JF - Oncogene
IS - 47
ER -