Spatial RNA Sequencing Identifies Robust Markers of Vulnerable and Resistant Human Midbrain Dopamine Neurons and Their Expression in Parkinson's Disease

被引:27
作者
Aguila, Julio [1 ]
Cheng, Shangli [2 ,3 ]
Kee, Nigel [1 ,4 ,5 ]
Cao, Ming [1 ]
Wang, Menghan [2 ,3 ]
Deng, Qiaolin [2 ,3 ]
Hedlund, Eva [1 ,4 ,5 ]
机构
[1] Karolinska Inst, Dept Neurosci, Stockholm, Sweden
[2] Karolinska Inst, Dept Physiol & Pharmacol, Stockholm, Sweden
[3] Karolinska Univ Hosp, Ctr Mol Med, Stockholm, Sweden
[4] Karolinska Inst, Dept Cell & Mol Biol, Stockholm, Sweden
[5] Stockholm Univ, Dept Biochem & Biophys, Stockholm, Sweden
来源
FRONTIERS IN MOLECULAR NEUROSCIENCE | 2021年 / 14卷
基金
瑞典研究理事会; 英国医学研究理事会;
关键词
human midbrain dopamine neurons; spatial transcriptomics; laser microdissection; RNA sequencing; substantia nigra compacta; ventral tegmental area; Parkinson's disease; VENTRAL TEGMENTAL AREA; SUBSTANTIA-NIGRA; GENE-EXPRESSION; HUMAN BRAIN; TRANSCRIPTOME; MOUSE; FETAL; MESENCEPHALON; GRAFTS; MODELS;
D O I
10.3389/fnmol.2021.699562
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Defining transcriptional profiles of substantia nigra pars compacta (SNc) and ventral tegmental area (VTA) dopamine neurons is critical to understanding their differential vulnerability in Parkinson's Disease (PD). Here, we determine transcriptomes of human SNc and VTA dopamine neurons using LCM-seq on a large sample cohort. We apply a bootstrapping strategy as sample input to DESeq2 and identify 33 stably differentially expressed genes (DEGs) between these two subpopulations. We also compute a minimal sample size for identification of stable DEGs, which highlights why previous reported profiles from small sample sizes display extensive variability. Network analysis reveal gene interactions unique to each subpopulation and highlight differences in regulation of mitochondrial stability, apoptosis, neuronal survival, cytoskeleton regulation, extracellular matrix modulation as well as synapse integrity, which could explain the relative resilience of VTA dopamine neurons. Analysis of PD tissues showed that while identified stable DEGs can distinguish the subpopulations also in disease, the SNc markers SLIT1 and ATP2A3 were down-regulated and thus appears to be biomarkers of disease. In summary, our study identifies human SNc and VTA marker profiles, which will be instrumental for studies aiming to modulate dopamine neuron resilience and to validate cell identity of stem cell-derived dopamine neurons.
引用
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页数:13
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