Suppr超能文献

基因表达谱分析和免疫细胞类型反卷积揭示了蕈样肉芽肿患者多个队列中显著的疾病进展和生存标志物。

Gene expression profiling and immune cell-type deconvolution highlight robust disease progression and survival markers in multiple cohorts of CTCL patients.

作者信息

Lefrançois Philippe, Xie Pingxing, Wang Linghua, Tetzlaff Michael T, Moreau Linda, Watters Andrew K, Netchiporouk Elena, Provost Nathalie, Gilbert Martin, Ni Xiao, Sasseville Denis, Wheeler David A, Duvic Madeleine, Litvinov Ivan V

机构信息

Division of Dermatology, McGill University Health Centre, Montreal, QC, Canada.

Human Genome Sequencing Center, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.

出版信息

Oncoimmunology. 2018 May 31;7(8):e1467856. doi: 10.1080/2162402X.2018.1467856. eCollection 2018.

Abstract

CTCL follows different courses depending on the clinical stage at the time of diagnosis. Patients with early stage Mycosis Fungoides (MF) variant of CTCL may experience an indolent course over decades, whereas patients with advanced MF and Sézary Syndrome (SS) disease at diagnosis, often succumb within 5 years. Even within early stage CTCL/MF, a minority of patients will progress to more advanced stages. We recently generated RNA sequencing data on 284 CTCL-relevant genes for 157 patients and identified differentially expressed genes across stages I-IV. In this study, we aim to validate robust molecular markers linked to disease progression and survival. We performed multiple hypothesis testing-corrected analysis of variance (ANOVA) on the expression of individual genes across all CTCL samples and early stage (≤IIA) CTCL/MF patients. We used immune cell-type deconvolution from gene expression data to estimate immune cell populations. Based on the analysis of all CTCL samples, we identified , and as predictors of disease progression and poor survival. Among early stage (≤IIA) CTCL/MF patients, these 3 genes, along with , were valuable to predict disease progression. We validated these 4 genes in 3 independent, external Sézary Syndrome patient cohorts with RNA-Sequencing data. immune cell-type deconvolution revealed that neutrophil infiltration in early stage MF conveyed a higher risk for disease progression. Also, NK cell infiltration in late stage MF/SS correlated with improved survival. and are robust disease progression and decreased survival biomarkers in CTCL.

摘要

蕈样肉芽肿(CTCL)根据诊断时的临床分期呈现不同的病程。早期蕈样霉菌病(MF)型CTCL患者可能在数十年内经历惰性病程,而诊断时患有晚期MF和塞扎里综合征(SS)的患者通常在5年内死亡。即使在早期CTCL/MF患者中,也有少数患者会进展到更晚期。我们最近对157例患者的284个与CTCL相关的基因进行了RNA测序,并确定了I-IV期的差异表达基因。在本研究中,我们旨在验证与疾病进展和生存相关的可靠分子标志物。我们对所有CTCL样本和早期(≤IIA)CTCL/MF患者个体基因的表达进行了多重假设检验校正的方差分析(ANOVA)。我们利用基因表达数据进行免疫细胞类型反卷积来估计免疫细胞群体。基于对所有CTCL样本的分析,我们确定了[具体基因1]、[具体基因2]和[具体基因3]作为疾病进展和不良生存的预测因子。在早期(≤IIA)CTCL/MF患者中,这3个基因以及[具体基因4]对预测疾病进展很有价值。我们在3个独立的、外部的具有RNA测序数据的塞扎里综合征患者队列中验证了这4个基因。免疫细胞类型反卷积显示,早期MF中的中性粒细胞浸润预示着疾病进展的风险更高。此外,晚期MF/SS中的NK细胞浸润与生存改善相关。[具体基因1]和[具体基因2]是CTCL中可靠的疾病进展和生存降低的生物标志物。

相似文献

9
TOX Expression in Mycosis Fungoides and Sezary Syndrome.蕈样肉芽肿和塞扎里综合征中的TOX表达
Diagnostics (Basel). 2022 Jun 29;12(7):1582. doi: 10.3390/diagnostics12071582.

引用本文的文献

7
The TOX subfamily: all-round players in the immune system.TOX 亚家族:免疫系统的多面手。
Clin Exp Immunol. 2022 Jun 23;208(3):268-280. doi: 10.1093/cei/uxac037.

本文引用的文献

8
Why Batch Effects Matter in Omics Data, and How to Avoid Them.为什么组间效应在组学数据中很重要,以及如何避免它们。
Trends Biotechnol. 2017 Jun;35(6):498-507. doi: 10.1016/j.tibtech.2017.02.012. Epub 2017 Mar 25.
10

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验