肥胖与癌症:一项转化科学综述
Obesity and Cancer: A Translational Science Review.
超重和肥胖与更高的癌症发病率相关,在美国每年占新发癌症诊断的 10%。减重可能通过减轻肥胖的不良影响来降低癌症风险,但可能需要减重超过 10% 才能降低癌症风险。
CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:Impact of immune infiltration signatures on prognosis in endometrial carcinoma is dependent on the underlying molecular subtype.
Impact of immune infiltration signatures on prognosis in endometrial carcinoma is dependent on the underlying molecular subtype.
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对 bulk 基因表达数据进行解卷积,可用于识别生存改善的免疫浸润型子宫内膜癌人群。
子宫内膜癌(EC)中TIL(肿瘤浸润淋巴细胞)数量增加与生存改善相关,但这一预后意义与EC分子亚型之间的关系尚不明确。本探索性、假设生成研究旨在界定与EC分子亚型(即POLE突变、微卫星不稳定性高[MSI-high]、低拷贝数[CN-low]和高拷贝数[CN-high])相关的免疫特征,并确定其与患者结局的关联。
从癌症基因组图谱获得232例原发性EC的RNA测序和分子亚型数据。采用单样本基因集富集分析(ssGSEA)和基于已知RNA转录本相对亚群估计细胞类型(CIBERSORT)对整体基因表达数据进行去卷积。随后分析所得免疫特征与不同分子亚型总生存期的关联。
ssGSEA和CIBERSORT分别在30个和23个免疫基因集中的16个和6个发现统计学显著富集差异。ssGSEA显示,CN-high分子亚型EC中的CD8⁺细胞特征与总生存期改善相关(p=0.0108),而CD8特征在MSI-high(p=0.74)或CN-low EC亚型中无预后价值(p=0.793)。所有分子亚型中,CN-high EC的CD8⁺ T细胞浸润水平最低。与抗原诱导的T细胞活化和耗竭一致,免疫调节受体富集主要见于MSI-high和POLE突变亚型EC。
整体基因表达数据去卷积可识别免疫细胞浸润程度与生存改善相关的子宫内膜癌人群。这些数据支持不同分子亚组中存在独特免疫耐药机制。
Increased numbers of tumor infiltrating lymphocytes (TIL) in endometrial cancer (EC) are associated with improved survival, but it is unclear how this prognostic significance relates to the underlying EC molecular subtype. In this explorative hypothesis-generating study, we sought to define the immune signatures associated with the molecular subtypes of EC (i.e., POLE-mutated, microsatellite unstable (MSI-high), copy number (CN)-low, and CN-high) and to determine their correlation with patient outcomes.
RNA-sequencing and molecular subtype data of 232 primary ECs were obtained from The Cancer Genome Atlas. Deconvolution of bulk gene expression data was performed using single sample Gene Set Enrichment Analysis (ssGSEA) and Cell type Identification By Estimating Relative Subsets Of known RNA Transcripts (CIBERSORT). The association of the resultant immune signatures with overall survival was determined across molecular subtypes.
Statistically significant differences in enrichment were identified in 16/30 and 6/23 immune gene sets by ssGSEA and CIBERSORT, respectively. Signature of CD8+ cells in ECs of CN-high molecular subtype was associated with improved overall survival by ssGSEA (p = 0.0108), while CD8 signatures did not appear to be prognostic in MSI-high (p = 0.74) or CN-low EC molecular subtypes (p = 0.793). Of all molecular subtypes, CN-high ECs exhibited the lowest levels of CD8+ T cell infiltration. Consistent with antigen-induced T cell activation and exhaustion, enrichment for immunomodulatory receptors was predominantly observed in ECs of MSI-high and POLE-mutated molecular subtypes.
Deconvolution of bulk gene expression data can be used to identify populations of immune infiltrated endometrial cancers with improved survival. These data support the existence of unique mechanisms of immune resistance within molecular subgroups of the disease.
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