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Abstract:
:Mounting evidence suggests that immune cell infiltration within the tumor microenvironment (TME) is a crucial regulator of carcinogenesis and therapeutic efficacy in ovarian cancer (OC). In this study, 593 OC patients from TCGA were divided into high and low score groups based on their immune/stromal scores resulting from analysis utilizing the ESTIMATE algorithm. Differential expression analysis revealed 294 intersecting genes that influencing both the immune and stromal scores. Further Cox regression analysis identified 34 differentially expressed genes (DEGs) as prognostic-related genes. Finally, the nine-gene signature was derived from the prognostic-related genes using a Least Absolute Shrinkage and Selection Operator (LASSO) and Cox regression. This nine-gene signature could effectively distinguish the high-risk patients in the training (TCGA database) and validation (GSE17260) cohorts (all p < 0.01). A time-dependent receiver operating characteristic (ROC) analysis showed that the nine-gene signature had a reasonable predictive accuracy (AUC = 0.707, AUC =0.696) in both cohorts. In addition, this nine-gene signature is associated with immune infiltration in TME by Gene Set Variation Analysis (GSVA), and can be used to predict the survival of patients with OC.
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最新影响因子:5.955 | 期刊ISSN:1945-4589 | CiteScore: |
出版周期:Monthly | 是否OA:YES | 出版年份:2008 |
期刊官方网址:http://www.aging-us.com/
期刊投稿地址:http://aging.msubmit.net/
自引率:7.40% | 研究方向:CELL BIOLOGY- |
出版地区:UNITED STATES |
SCI期刊coverage:Science Citation Index Expanded(科学引文索引扩展)
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Aging-US
老龄化
大类(学科) | 小类(学科) | 学科排名 |
医学 |
CELL BIOLOGY (细胞生物学) 2区 GERIATRICS & GERONTOLOGY (老年医学) 2区 |
48/190 5/53 |
年度总发文量 | 年度论文发表量 | 年度综述发表量 |
149 | 146 | 3 |
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文献(2015-2017)
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