Multiomics profiling of mouse polycystic kidney disease progression at a single- cell resolution

被引:3
作者
Muto, Yoshiharu [1 ]
Yoshimura, Yasuhiro [2 ]
Wu, Haojia [2 ]
Panesso, Monica Chang - [2 ]
Ledru, Nicolas [2 ]
Woodward, Owen M. [3 ]
Outeda, Patricia [4 ]
Cheng, Tao [2 ,5 ]
Mahjoub, Moe R. [2 ]
Watnick, Terry J. [2 ]
Humphreys, Benjamin D. [2 ,6 ]
机构
[1] Univ Southwestern Med Ctr, Dept Internal Med, Div Nephrol, Dallas, TX 75390 USA
[2] Washington Univ, Dept Med, Div Nephrol, St. Louis, MO 63110 USA
[3] Univ Maryland, Sch Med, Dept Physiol, Baltimore, MD 21201 USA
[4] Univ Maryland, Sch Med, Dept Med, Baltimore, MD 21201 USA
[5] Washington Univ, Dept Cell Biol & Physiol, St. Louis, MO 63110 USA
[6] Washington Univ, Dept Dev Biol, St. Louis, MO 63110 USA
关键词
polycystic kidney disease; single cell analysis; multiomics; mouse model; PKD1; EXPRESSION; PROTEIN-1;
D O I
10.1073/pnas.2410830121
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
Autosomal dominant polycystic kidney disease (ADPKD) is the most common hereditary kidney disease and causes significant morbidity, ultimately leading to kidney failure. PKD pathogenesis is characterized by complex and dynamic alterations in multiple cell types during disease progression, hampering a deeper understanding of disease mechanism and the development of therapeutic approaches. Here, we generate a single- nucleus multimodal atlas of an orthologous mouse PKD model at early, mid, and late time- points, consisting of 125,434 single- nucleus transcriptomic and epigenetic multiomes. We catalog differentially expressed genes and activated epigenetic regions in each cell type during PKD progression, characterizing cell- type- specific responses to Pkd1 deletion. We describe heterogeneous, atypical collecting duct cells as well as proximal tubular cells that constitute cyst epithelia in PKD. The transcriptional regulation of the cyst lining cell marker GPRC5A is conserved between mouse and human PKD cystic epithelia, suggesting shared gene regulatory pathways. Our single- nucleus multiomic analysis of mouse PKD provides a foundation to understand the earliest changes molecular deregulation in a mouse model of PKD at a single- cell resolution.
引用
收藏
页数:12
相关论文
共 51 条
[31]  
Muto Y., NCBI GEO
[32]   Epigenetic reprogramming driving successful and failed repair in acute kidney injury [J].
Muto, Yoshiharu ;
Dixon, Eryn E. ;
Yoshimura, Yasuhiro ;
Ledru, Nicolas ;
Kirita, Yuhei ;
Wu, Haojia ;
Humphreys, Benjamin D. .
SCIENCE ADVANCES, 2024, 10 (32)
[33]   Defining cellular complexity in human autosomal dominant polycystic kidney disease by multimodal single cell analysis [J].
Muto, Yoshiharu ;
Dixon, Eryn E. ;
Yoshimura, Yasuhiro ;
Wu, Haojia ;
Omachi, Kohei ;
King, Andrew J. ;
Olson, Eric N. ;
Gunawan, Marvin G. ;
Kuo, Jay J. ;
Cox, Jennifer ;
Miner, Jeffrey H. ;
Seliger, Stephen L. ;
Woodward, Owen M. ;
Welling, Paul A. ;
Watnick, Terry J. ;
Humphreys, Benjamin D. ;
Ledru, Nicolas ;
Wilson, Parker C. .
NATURE COMMUNICATIONS, 2022, 13 (01)
[34]   Single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney [J].
Muto, Yoshiharu ;
Wilson, Parker C. ;
Ledru, Nicolas ;
Wu, Haojia ;
Dimke, Henrik ;
Waikar, Sushrut S. ;
Humphreys, Benjamin D. .
NATURE COMMUNICATIONS, 2021, 12 (01)
[35]   Single-cell transcriptomics of the mouse kidney reveals potential cellular targets of kidney disease [J].
Park, Jihwan ;
Shrestha, Rojesh ;
Qiu, Chengxiang ;
Kondo, Ayano ;
Huang, Shizheng ;
Werth, Max ;
Li, Mingyao ;
Barasch, Jonathan ;
Susztak, Katalin .
SCIENCE, 2018, 360 (6390) :758-763
[36]   MiT/TFE Family of Transcription Factors, Lysosomes, and Cancer [J].
Perera, Rushika M. ;
Di Malta, Chiara ;
Ballabio, Andrea .
ANNUAL REVIEW OF CANCER BIOLOGY, VOL 3, 2019, 3 :203-222
[37]   A functional floxed allele of pkd1 that can be conditionally inactivated in vivo [J].
Piontek, KB ;
Huso, DL ;
Grinberg, A ;
Liu, LJ ;
Bedja, DH ;
Zhao, HD ;
Gabrielson, K ;
Qian, F ;
Mei, CL ;
Westphal, H ;
Germino, GG .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2004, 15 (12) :3035-3043
[38]  
Schep AN, 2017, NAT METHODS, V14, P975, DOI [10.1038/NMETH.4401, 10.1038/nmeth.4401]
[39]   Functional TFEB activation characterizes multiple models of renal cystic disease and loss of polycystin-1 [J].
Shillingford, Jonathan M. ;
Shayman, James A. .
AMERICAN JOURNAL OF PHYSIOLOGY-RENAL PHYSIOLOGY, 2023, 324 (04) :F404-F422
[40]   Roles and Mechanisms of β-Thymosins in Cell Migration and Cancer Metastasis: An Update [J].
Sribenja, Sirinapa ;
Wongkham, Sopit ;
Wongkham, Chaisiri ;
Yao, Qizhi ;
Chen, Changyi .
CANCER INVESTIGATION, 2013, 31 (02) :103-110