Single-cell transcriptomic analysis of Alzheimer's disease

被引:1514
作者
Mathys, Hansruedi [1 ,2 ]
Davila-Velderrain, Jose [3 ,4 ]
Peng, Zhuyu [1 ,2 ]
Gao, Fan [1 ,2 ]
Mohammadi, Shahin [3 ,4 ]
Young, Jennie Z. [1 ,2 ]
Menon, Madhvi [4 ,5 ,6 ]
He, Liang [3 ,4 ]
Abdurrob, Fatema [1 ,2 ]
Jiang, Xueqiao [1 ,2 ]
Martorell, Anthony J. [1 ,2 ]
Ransohoff, Richard M. [7 ]
Hafler, Brian P. [4 ,5 ,6 ,8 ]
Bennett, David A. [9 ]
Kellis, Manolis [3 ,4 ]
Tsai, Li-Huei [1 ,2 ,4 ]
机构
[1] MIT, Picower Inst Learning & Memory, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[2] MIT, Dept Brain & Cognit Sci, E25-618, Cambridge, MA 02139 USA
[3] MIT, Comp Sci & Artificial Intelligence Lab, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[4] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[5] Harvard Med Sch, Dept Neurol, Boston, MA 02115 USA
[6] Harvard Med Sch, Evergrande Ctr Immunol Dis, Boston, MA 02115 USA
[7] Third Rock Ventures, Boston, MA USA
[8] Harvard Med Sch, Dept Ophthalmol, Boston, MA 02115 USA
[9] Rush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
基金
瑞士国家科学基金会;
关键词
COGNITIVE IMPAIRMENT; RNA-SEQ; MICROGLIA; NEUROPATHOLOGY; PROTEOSTASIS; MYELINATION; EXPRESSION; LINGO-1; HUMANS; AXONS;
D O I
10.1038/s41586-019-1195-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Alzheimer's disease is a pervasive neurodegenerative disorder, the molecular complexity of which remains poorly understood. Here, we analysed 80,660 single-nucleus transcriptomes from the prefrontal cortex of 48 individuals with varying degrees of Alzheimer's disease pathology. Across six major brain cell types, we identified transcriptionally distinct subpopulations, including those associated with pathology and characterized by regulators of myelination, inflammation, and neuron survival. The strongest disease-associated changes appeared early in pathological progression and were highly cell-type specific, whereas genes upregulated at late stages were common across cell types and primarily involved in the global stress response. Notably, we found that female cells were overrepresented in disease -associated subpopulations, and that transcriptional responses were substantially different between sexes in several cell types, including oligodendrocytes. Overall, myelination-related processes were recurrently perturbed in multiple cell types, suggesting that myelination has a key role in Alzheimer's disease pathophysiology. Our single-cell transcriptomic resource provides a blueprint for interrogating the molecular and cellular basis of Alzheimer's disease.
引用
收藏
页码:332 / +
页数:20
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