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