Manas Sehgal, Sonali Priyadarshini Nayak, Sarthak Sahoo, Jason A Somarelli, Mohit Kumar Jolly
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引用次数: 0
摘要
神经母细胞瘤是最常见的颅外儿科肿瘤,导致15%的儿童死于癌症。神经母细胞瘤的肿瘤复发和耐药性是由去甲肾上腺素能(NOR)细胞和间质(MES)细胞状态之间的表型可塑性和异质性驱动的。尽管这种表型可塑性非常重要,但与这些双向细胞状态转换相关的动力学和分子模式仍然知之甚少。在这里,我们分析了大体和单细胞分辨率的多个 RNA-seq 数据集,以了解 NOR 和 MES 特异性因子之间的关联。我们观察到,NOR 特异性和 MES 特异性表达模式在很大程度上是相互排斥的,在相关基因中表现出一种 "团队 "行为,这让人想起我们早先在肺癌和黑色素瘤中观察到的现象。NOR 和 MES 表型之间的这种拮抗作用还与代谢重编程、免疫疗法靶标 PD-L1 和 GD2 以及驱动 NOR-MES 和/或 MES-NOR 转化的实验扰动有关。此外,这些 "类似团队 "的模式只出现在NOR和MES特异性基因中,而不出现在保守基因中,这可能凸显了使癌细胞具有可塑性的网络拓扑特征。
Mutually exclusive teams-like patterns of gene regulation characterize phenotypic heterogeneity along the noradrenergic-mesenchymal axis in neuroblastoma.
Neuroblastoma is the most frequent extracranial pediatric tumor and leads to 15% of all cancer-related deaths in children. Tumor relapse and therapy resistance in neuroblastoma are driven by phenotypic plasticity and heterogeneity between noradrenergic (NOR) and mesenchymal (MES) cell states. Despite the importance of this phenotypic plasticity, the dynamics and molecular patterns associated with these bidirectional cell-state transitions remain relatively poorly understood. Here, we analyze multiple RNA-seq datasets at both bulk and single-cell resolution, to understand the association between NOR- and MES-specific factors. We observed that NOR-specific and MES-specific expression patterns are largely mutually exclusive, exhibiting a "teams-like" behavior among the genes involved, reminiscent of our earlier observations in lung cancer and melanoma. This antagonism between NOR and MES phenotypes was also associated with metabolic reprogramming and with immunotherapy targets PD-L1 and GD2 as well as with experimental perturbations driving the NOR-MES and/or MES-NOR transition. Further, these "teams-like" patterns were seen only among the NOR- and MES-specific genes, but not in housekeeping genes, possibly highlighting a hallmark of network topology enabling cancer cell plasticity.
期刊介绍:
ACS Applied Energy Materials is an interdisciplinary journal publishing original research covering all aspects of materials, engineering, chemistry, physics and biology relevant to energy conversion and storage. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important energy applications.