Medizinische Klinik V, Universitätsklinikum Heidelberg, Heidelberg, Germany ; Translationale Immunologie, Deutsches Krebsforschungszentrum Heidelberg, Heidelberg, Germany.
Medizinische Klinik V, Universitätsklinikum Heidelberg, Heidelberg, Germany ; Nationales Centrum für Tumorerkrankungen, Heidelberg, Germany.
PLoS One. 2013 Dec 26;8(12):e83719. doi: 10.1371/journal.pone.0083719. eCollection 2013.
The glycome, i.e. the cellular repertoire of glycan structures, contributes to important functions such as adhesion and intercellular communication. Enzymes regulating cellular glycosylation processes are related to the pathogenesis of cancer including multiple myeloma. Here we analyze the transcriptional differences in the glycome of normal (n = 10) and two cohorts of 332 and 345 malignant plasma-cell samples, association with known multiple myeloma subentities as defined by presence of chromosomal aberrations, potential therapeutic targets, and its prognostic impact. We found i) malignant vs. normal plasma cells to show a characteristic glycome-signature. They can ii) be delineated by a lasso-based predictor from normal plasma cells based on this signature. iii) Cytogenetic aberrations lead to distinct glycan-gene expression patterns for t(11;14), t(4;14), hyperdiploidy, 1q21-gain and deletion of 13q14. iv) A 38-gene glycome-signature significantly delineates patients with adverse survival in two independent cohorts of 545 patients treated with high-dose melphalan and autologous stem cell transplantation. v) As single gene, expression of the phosphatidyl-inositol-glycan protein M as part of the targetable glycosyl-phosphatidyl-inositol-anchor-biosynthesis pathway is associated with adverse survival. The prognostically relevant glycome deviation in malignant cells invites novel strategies of therapy for multiple myeloma.
聚糖组学,即细胞聚糖结构的细胞 repertoire,有助于细胞黏附和细胞间通讯等重要功能。调节细胞糖基化过程的酶与癌症的发病机制有关,包括多发性骨髓瘤。在这里,我们分析了正常(n = 10)和两批 332 个和 345 个恶性浆细胞样本的聚糖组学的转录差异,与已知的多发性骨髓瘤亚群相关,包括染色体异常、潜在的治疗靶点及其预后影响。我们发现:i)恶性浆细胞与正常浆细胞相比表现出特征性的聚糖谱。它们可以 ii)基于该特征谱,通过基于lasso 的预测器从正常浆细胞中区分出来。iii)细胞遗传学异常导致 t(11;14)、t(4;14)、超二倍体、1q21 增益和 13q14 缺失的独特聚糖基因表达模式。iv)38 基因聚糖谱在接受大剂量美法仑和自体干细胞移植治疗的 545 例患者的两个独立队列中显著区分出具有不良生存的患者。v)作为单一基因,作为靶向糖基磷脂酰肌醇锚生物合成途径的一部分的磷脂酰肌醇聚糖蛋白 M 的表达与不良生存相关。恶性细胞中具有预后意义的聚糖偏差为多发性骨髓瘤的治疗提供了新的策略。