题名 | Seven Genes Associated With Lymphatic Metastasis in Thyroid Cancer That Is Linked to Tumor Immune Cell Infiltration |
作者 | |
发表日期 | 2022-01-24 |
发表期刊 | FRONTIERS IN ONCOLOGY 影响因子和分区 |
语种 | 英语 |
原始文献类型 | Article |
关键词 | thyroid cancer lymphatic metastasis immune infiltration prognosis THCA |
其他关键词 | AUTOPHAGY ; TIMP1 |
摘要 | ObjectiveSince there are few studies exploring genes associated with lymphatic metastasis of thyroid carcinoma (THCA), this study was conducted to explore genes associated with lymphatic metastasis of THCA and to investigate the relationship with immune infiltration. MethodsDifferentially expressed genes associated with THCA lymphatic metastasis were analyzed based on The Cancer Genome Atlas Program (TCGA) database; a protein-protein interaction(PPI)network was constructed to screen for pivotal genes. Based on the identified hub genes, their expression in THCA with and without lymphatic metastasis were determined. Functional enrichment analysis was performed. The correlation between the identified genes and immune cell infiltration was explored. LASSO logistic regression analysis was performed to determine the risk score of the most relevant gene constructs and multifactor COX regression analysis based on genes in the risk score formula. ResultsA total of 115 genes were differentially expressed in THCA with and without lymphatic metastasis, including 28 upregulated genes and 87 downregulated genes. The PPI network identified seven hub genes (EVA1A, TIMP1, SERPINA1, FAM20A, FN1, TNC, MXRA8); the expression of all seven genes was upregulated in the group with lymphatic metastasis; Immuno-infiltration analysis showed that all seven genes were significantly positively correlated with macrophage M1 and NK cells and negatively correlated with T-cell CD4+ and myeloid dendritic cells. LASSO logistic regression analysis identified the five most relevant genes (EVA1A, SERPINA1, FN1, TNC, MXRA8), and multi-factor COX regression analysis showed EVA1A, SERPINA1 and FN1 as independent prognostic factors. ConclusionSeven genes were associated with lymphatic metastasis of THCA and with tumor immune cell infiltration. |
出版者 | FRONTIERS MEDIA SA |
出版地 | LAUSANNE |
ISSN | 2234-943X |
卷号 | 11页码:756246 |
DOI | 10.3389/fonc.2021.756246 |
页数 | 8 |
WOS类目 | Oncology |
WOS研究方向 | Oncology |
WOS记录号 | WOS:000752038300001 |
收录类别 | SCIE ; PUBMED ; SCOPUS |
URL | 查看原文 |
PubMed ID | 35141140 |
PMC记录号 | PMC8818997 |
SCOPUSEID | 2-s2.0-85124237269 |
通讯作者地址 | [Shen, Shurong]Oncology and Hematology,Wenzhou Hospital of Integrated Traditional Chinese and Western Medicine,Wenzhou,China |
Scopus学科分类 | Oncology;Cancer Research |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://kms.wmu.edu.cn/handle/3ETUA0LF/5363 |
专题 | 第一临床医学院(信息与工程学院)、附属第一医院_外科学_甲状腺外科 附属第一医院 |
通讯作者 | Shen, Shurong |
作者单位 | 1.Oncology and Hematology,Wenzhou Hospital of Integrated Traditional Chinese and Western Medicine,Wenzhou,China; 2.Thyroid Surgery,The First Affiliated Hospital of Wenzhou Medical University,Wenzhou,China; 3.Hongyuan Biotech,Suzhou Biobay,Suzhou,China; 4.Prophet Genomics Inc,San Jose,United States |
推荐引用方式 GB/T 7714 | Wu, Linfeng,Zhou, Yuying,Guan, Yaoyao,et al. Seven Genes Associated With Lymphatic Metastasis in Thyroid Cancer That Is Linked to Tumor Immune Cell Infiltration[J]. FRONTIERS IN ONCOLOGY,2022,11:756246. |
APA | Wu, Linfeng., Zhou, Yuying., Guan, Yaoyao., Xiao, Rongyao., Cai, Jiaohao., ... & Shen, Shurong. (2022). Seven Genes Associated With Lymphatic Metastasis in Thyroid Cancer That Is Linked to Tumor Immune Cell Infiltration. FRONTIERS IN ONCOLOGY, 11, 756246. |
MLA | Wu, Linfeng,et al."Seven Genes Associated With Lymphatic Metastasis in Thyroid Cancer That Is Linked to Tumor Immune Cell Infiltration".FRONTIERS IN ONCOLOGY 11(2022):756246. |
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