An atlas of healthy and injured cell states and niches in the human kidney

被引:194
|
作者
Lake, Blue B. [1 ,41 ]
Menon, Rajasree [2 ]
Winfree, Seth [3 ]
Hu, Qiwen [4 ]
Ferreira, Ricardo Melo [5 ]
Kalhor, Kian [1 ]
Barwinska, Daria [5 ]
Otto, Edgar A. [6 ]
Ferkowicz, Michael [5 ]
Diep, Dinh [1 ,41 ]
Plongthongkum, Nongluk [1 ]
Knoten, Amanda [7 ]
Urata, Sarah [1 ]
Mariani, Laura H. [6 ]
Naik, Abhijit S. [6 ]
Eddy, Sean [6 ]
Zhang, Bo [7 ]
Wu, Yan [1 ,41 ]
Salamon, Diane [7 ]
Williams, James C. [5 ]
Wang, Xin [4 ]
Balderrama, Karol S. [8 ]
Hoover, Paul J. [8 ]
Murray, Evan [8 ]
Marshall, Jamie L. [8 ]
Noel, Teia [8 ]
Vijayan, Anitha [7 ]
Hartman, Austin [9 ]
Chen, Fei [8 ]
Waikar, Sushrut S. [10 ,11 ]
Rosas, Sylvia E. [12 ,13 ]
Wilson, Francis P. [14 ]
Palevsky, Paul M. [15 ]
Kiryluk, Krzysztof [16 ]
Sedor, John R. [17 ]
Toto, Robert D. [18 ]
Parikh, Chirag R. [19 ]
Kim, Eric H. [20 ]
Satija, Rahul [9 ]
Greka, Anna [8 ]
Macosko, Evan Z. [8 ]
Kharchenko, Peter, V [4 ,41 ]
Gaut, Joseph P. [21 ]
Hodgin, Jeffrey B. [22 ]
Eadon, Michael T. [5 ]
Dagher, Pierre C. [5 ]
El-Achkar, Tarek M. [5 ]
Zhang, Kun [1 ,41 ]
Kretzler, Matthias [6 ]
Jain, Sanjay [7 ,21 ]
机构
[1] Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92103 USA
[2] Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI USA
[3] Univ Nebraska Med Ctr, Dept Pathol & Microbiol, Omaha, NE USA
[4] Harvard Med Sch, Dept Biomed Informat, Boston, MA USA
[5] Indiana Univ Sch Med, Dept Med, Indianapolis, IN 47408 USA
[6] Univ Michigan, Div Nephrol, Dept Internal Med, Ann Arbor, MI 48109 USA
[7] Washington Univ, Dept Med, Sch Med, St Louis, MO 63130 USA
[8] Broad Inst Harvard & MIT, Cambridge, MA USA
[9] New York Genome Ctr, New York, NY USA
[10] Boston Univ, Sect Nephrol, Sch Med, Boston, MA USA
[11] Boston Med Ctr, Boston, MA USA
[12] Joslin Diabet Ctr, Kidney & Hypertens Unit, Boston, MA USA
[13] Harvard Med Sch, Boston, MA USA
[14] Yale Univ, Dept Med, Sch Med, New Haven, CT USA
[15] Univ Pittsburgh, Dept Med, Sch Med, Pittsburgh, PA USA
[16] Columbia Univ, Dept Med, New York, NY USA
[17] Cleveland Clin, Lerner Res & Glickman Urol & Kidney Inst, Cleveland, OH USA
[18] UT Southwestern Med Ctr, Dept Internal Med, Dallas, TX USA
[19] Johns Hopkins Sch Med, Div Nephrol, Baltimore, MD USA
[20] Washington Univ, Dept Surg, Sch Med, St Louis, MO USA
[21] Washington Univ, Dept Pathol & Immunol, Sch Med, St Louis, MO 63130 USA
[22] Univ Michigan, Dept Pathol, Ann Arbor, MI USA
[23] Amer Assoc Kidney Patients, Tampa, FL USA
[24] Beth Israel Deaconess Med Ctr, Boston, MA USA
[25] Brigham & Womens Hosp, Boston, MA USA
[26] Duke Univ, Durham, NC USA
[27] European Mol Biol Lab, Struct & Computat Biol Unit, Heidelberg, Germany
[28] Johns Hopkins Sch Med, Dept Pathol, Baltimore, MD USA
[29] Icahn Sch Med Mt Sinai, New York, NY USA
[30] Ohio State Univ, Columbus, OH USA
[31] Pacific Northwest Natl Labs, Richland, WA USA
[32] Princeton Univ, Princeton, NJ USA
[33] Providence Hlth, Spokane, WA USA
[34] Univ Calif San Francisco, San Francisco, CA USA
[35] Stanford Univ, Stanford, CA USA
[36] Univ Michigan, Ann Arbor, MI USA
[37] Univ Pittsburgh, Pittsburgh, PA USA
[38] Univ Washington, Seattle, WA USA
[39] UT Hlth San Antonio, San Antonio, TX USA
[40] Yale Univ, New Haven, CT USA
[41] Altos Labs, San Diego Inst Sci, San Diego, CA 94065 USA
基金
美国国家卫生研究院;
关键词
SINGLE-CELL; GENE-EXPRESSION; NEPHROTIC SYNDROME; CAUSAL VARIANTS; LARGE-SCALE; PATHWAY; WNT; SEQ; STATISTICS; DESIGN;
D O I
10.1038/s41586-023-05769-3
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
Understanding kidney disease relies on defining the complexity of cell types and states, their associated molecular profiles and interactions within tissue neighbourhoods(1). Here we applied multiple single-cell and single-nucleus assays (>400,000 nuclei or cells) and spatial imaging technologies to a broad spectrum of healthy reference kidneys (45 donors) and diseased kidneys (48 patients). This has provided a high-resolution cellular atlas of 51 main cell types, which include rare and previously undescribed cell populations. The multi-omic approach provides detailed transcriptomic profiles, regulatory factors and spatial localizations spanning the entire kidney. We also define 28 cellular states across nephron segments and interstitium that were altered in kidney injury, encompassing cycling, adaptive (successful or maladaptive repair), transitioning and degenerative states. Molecular signatures permitted the localization of these states within injury neighbourhoods using spatial transcriptomics, while large-scale 3D imaging analysis (around 1.2 million neighbourhoods) provided corresponding linkages to active immune responses. These analyses defined biological pathways that are relevant to injury time-course and niches, including signatures underlying epithelial repair that predicted maladaptive states associated with a decline in kidney function. This integrated multimodal spatial cell atlas of healthy and diseased human kidneys represents a comprehensive benchmark of cellular states, neighbourhoods, outcome-associated signatures and publicly available interactive visualizations.
引用
收藏
页码:585 / +
页数:41
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