Cross species systems biology discovers glial DDR2, STOM, and KANK2 as therapeutic targets in progressive supranuclear palsy

被引:4
作者
Min, Yuhao [1 ,2 ,3 ]
Wang, Xue [4 ]
Is, Ozkan [1 ]
Patel, Tulsi A. [1 ]
Gao, Junli [1 ]
Reddy, Joseph S. [4 ]
Quicksall, Zachary S. [4 ]
Nguyen, Thuy [1 ]
Lin, Shu [1 ]
Tutor-New, Frederick Q. [1 ]
Chalk, Jessica L. [1 ]
Mitchell, Adriana O. [1 ]
Crook, Julia E. [2 ]
Nelson, Peter T. [5 ,6 ]
Van Eldik, Linda J. [5 ,7 ]
Golde, Todd E. [8 ]
Carrasquillo, Minerva M. [1 ]
Dickson, Dennis W. [1 ]
Zhang, Ke [1 ]
Allen, Mariet [1 ]
Ertekin-Taner, Niluefer [1 ,9 ]
机构
[1] Mayo Clin, Dept Neurosci, Jacksonville, FL 32224 USA
[2] Mayo Clin, Ctr Clin & Translat Sci, Rochester, MN USA
[3] Mayo Clin, Grad Sch Biomed Sci, Jacksonville, FL USA
[4] Mayo Clin, Dept Quantitat Hlth Sci, Jacksonville, FL USA
[5] Univ Kentucky, Sanders Brown Ctr Aging, Lexington, KY USA
[6] Univ Kentucky, Dept Pathol & Lab Med, Lexington, KY USA
[7] Univ Kentucky, Dept Neurosci, Lexington, KY USA
[8] Emory Univ, Emory Ctr Neurodegenerat Dis, Dept Pharmacol & Chem Biol, Dept Neurol, Atlanta, GA USA
[9] Mayo Clin, Dept Neurol, Jacksonville, FL 32224 USA
关键词
INTEGRATED ANALYSIS; GENE-EXPRESSION; ALZHEIMERS; NEUROPATHOLOGY; TAUOPATHY; PACKAGE; RISK; NEURODEGENERATION;
D O I
10.1038/s41467-023-42626-3
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
Progressive supranuclear palsy (PSP) is a neurodegenerative parkinsonian disorder characterized by cell-type-specific tau lesions in neurons and glia. Prior work uncovered transcriptome changes in human PSP brains, although their cell-specificity is unknown. Further, systematic data integration and experimental validation platforms to prioritize brain transcriptional perturbations as therapeutic targets in PSP are currently lacking. In this study, we combine bulk tissue (n = 408) and single nucleus RNAseq (n = 34) data from PSP and control brains with transcriptome data from a mouse tauopathy and experimental validations in Drosophila tau models for systematic discovery of high-confidence expression changes in PSP with therapeutic potential. We discover, replicate, and annotate thousands of differentially expressed genes in PSP, many of which reside in glia-enriched co-expression modules and cells. We prioritize DDR2, STOM, and KANK2 as promising therapeutic targets in PSP with striking cross-species validations. We share our findings and data via our interactive application tool PSP RNAseq Atlas (https://rtools.mayo.edu/PSP_RNAseq_Atlas/). Our findings reveal robust glial transcriptome changes in PSP, provide a cross-species systems biology approach, and a tool for therapeutic target discoveries in PSP with potential application in other neurodegenerative diseases.
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页数:15
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