An integrated single cell and spatial transcriptomic map of human white adipose tissue

被引:77
作者
Massier, Lucas [1 ]
Jalkanen, Jutta [1 ]
Elmastas, Merve [1 ]
Zhong, Jiawei [1 ]
Wang, Tongtong [2 ]
Nankam, Pamela A. Nono [3 ,4 ]
Frendo-Cumbo, Scott [1 ]
Backdahl, Jesper [1 ]
Subramanian, Narmadha [1 ]
Sekine, Takuya [5 ]
Kerr, Alastair G. [1 ]
Tseng, Ben T. P. [1 ]
Laurencikiene, Jurga [1 ]
Buggert, Marcus [5 ]
Lourda, Magda [5 ,6 ]
Kublickiene, Karolina [7 ]
Bhalla, Nayanika [8 ]
Andersson, Alma [8 ]
Valsesia, Armand [9 ]
Astrup, Arne [10 ]
Blaak, Ellen E. [11 ]
Stahl, Patrik L. [8 ]
Viguerie, Nathalie [12 ,13 ,14 ]
Langin, Dominique [12 ,13 ,14 ,15 ,16 ]
Wolfrum, Christian [2 ]
Blueher, Matthias [3 ,4 ,17 ]
Ryden, Mikael [1 ]
Mejhert, Niklas [1 ]
机构
[1] Karolinska Univ Hosp Huddinge, Karolinska Inst, Dept Med Huddinge H7, SE-14183 Huddinge, Sweden
[2] Swiss Fed Inst Technol, Dept Hlth Sci & Technol, Inst Food Nutr & Hlth, Lab Translat Nutr Biol, Schwerzenbach, Switzerland
[3] Univ Leipzig, Helmholtz Inst Metab Obes & Vasc Res HI MAG, Helmholtz Zentrum Munchen, Leipzig, Germany
[4] Univ Hosp Leipzig, Leipzig, Germany
[5] Karolinska Univ Hosp Huddinge, Karolinska Inst, Ctr Infect Med, Dept Med Huddinge H7, SE-14152 Huddinge, Sweden
[6] Karolinska Inst, Dept Womens & Childrens Hlth, Childhood Canc Res Unit, SE-17177 Stockholm, Sweden
[7] Karolinska Univ Hosp Huddinge, Karolinska Inst, Dept Clin Sci Intervent & Technol CLINTEC, Unit Renal Med, SE-14186 Huddinge, Sweden
[8] KTH Royal Inst Technol, Dept Gene Technol, Sci Life Lab, SE-17165 Solna, Sweden
[9] Nestle Res, Nestle Inst Hlth Sci, Dept Metab Hlth, Lausanne, Switzerland
[10] Novo Nord Fdn, Dept Obes & Nutr Sci, Hellerup, Denmark
[11] Maastricht Univ, NUTRIM Sch Nutr & Translat Res Metab, Dept Human Biol, Med Ctr, Maastricht, Netherlands
[12] Univ Toulouse III Paul Sabatier UPS, Univ Toulouse, Inst Metab & Cardiovasc Dis I2MC, Inserm,UMR1297, Toulouse, France
[13] Charles Univ Prague, Fac Med 3, Franco Czech Lab Clin Res Obes, Prague, Czech Republic
[14] Univ Toulouse III Paul Sabatier UPS, Toulouse, France
[15] Ctr Hosp Univ Toulouse, Lab Biochim, Toulouse, France
[16] Inst Univ France IUF, Paris, France
[17] Univ Leipzig, Med Dept 3 Endocrinol Nephrol Rheumatol, Med Ctr, Leipzig, Germany
基金
瑞典研究理事会; 欧洲研究理事会;
关键词
ADIPOGENESIS; OBESITY; HEALTH;
D O I
10.1038/s41467-023-36983-2
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
Single-cell studies of human white adipose tissue (WAT) provide insights into the specialized cell types in the tissue. Here the authors combine publicly available and newly generated high-resolution and bulk transcriptomic results from multiple human datasets to provide a comprehensive cellular map of white adipose tissue. To date, single-cell studies of human white adipose tissue (WAT) have been based on small cohort sizes and no cellular consensus nomenclature exists. Herein, we performed a comprehensive meta-analysis of publicly available and newly generated single-cell, single-nucleus, and spatial transcriptomic results from human subcutaneous, omental, and perivascular WAT. Our high-resolution map is built on data from ten studies and allowed us to robustly identify >60 subpopulations of adipocytes, fibroblast and adipogenic progenitors, vascular, and immune cells. Using these results, we deconvolved spatial and bulk transcriptomic data from nine additional cohorts to provide spatial and clinical dimensions to the map. This identified cell-cell interactions as well as relationships between specific cell subtypes and insulin resistance, dyslipidemia, adipocyte volume, and lipolysis upon long-term weight changes. Altogether, our meta-map provides a rich resource defining the cellular and microarchitectural landscape of human WAT and describes the associations between specific cell types and metabolic states.
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页数:19
相关论文
共 80 条
[1]   Single cell transcriptomics suggest that human adipocyte progenitor cells constitute a homogeneous cell population [J].
Acosta, Juan R. ;
Joost, Simon ;
Karlsson, Kasper ;
Ehrlund, Anna ;
Li, Xidan ;
Aouadi, Myriam ;
Kasper, Maria ;
Arner, Peter ;
Ryden, Mikael ;
Laurencikiene, Jurga .
STEM CELL RESEARCH & THERAPY, 2017, 8
[2]   Increased fat cell size: a major phenotype of subcutaneous white adipose tissue in non-obese individuals with type 2 diabetes [J].
Acosta, Juan R. ;
Douagi, Iyadh ;
Andersson, Daniel P. ;
Backdahl, Jesper ;
Ryden, Mikael ;
Arner, Peter ;
Laurencikiene, Jurga .
DIABETOLOGIA, 2016, 59 (03) :560-570
[3]   Single-cell and spatial transcriptomics enables probabilistic inference of cell type topography [J].
Andersson, Alma ;
Bergenstrahle, Joseph ;
Asp, Michaela ;
Bergenstrahle, Ludvig ;
Jurek, Aleksandra ;
Fernandez Navarro, Jose ;
Lundeberg, Joakim .
COMMUNICATIONS BIOLOGY, 2020, 3 (01)
[4]   Defining the lineage of thermogenic perivascular adipose tissue [J].
Angueira, Anthony R. ;
Sakers, Alexander P. ;
Holman, Corey D. ;
Cheng, Lan ;
Arbocco, Michelangella N. ;
Shamsi, Farnaz ;
Lynes, Matthew D. ;
Shrestha, Rojesh ;
Okada, Chihiro ;
Batmanov, Kirill ;
Susztak, Katalin ;
Tseng, Yu-Hua ;
Liaw, Lucy ;
Seale, Patrick .
NATURE METABOLISM, 2021, 3 (04) :469-+
[5]   Transcriptome profiling from adipose tissue during a low-calorie diet reveals predictors of weight and glycemic outcomes in obese, nondiabetic subjects [J].
Armenise, Claudia ;
Lefebvre, Gregory ;
Carayol, Jerome ;
Bonnel, Sophie ;
Bolton, Jennifer ;
Di Cara, Alessandro ;
Gheldof, Nele ;
Descombes, Patrick ;
Langin, Dominique ;
Saris, Wim H. M. ;
Astrup, Arne ;
Hager, Jorg ;
Viguerie, Nathalie ;
Valsesia, Armand .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2017, 106 (03) :736-746
[6]   Adipose Tissue MicroRNAs as Regulators of CCL2 Production in Human Obesity [J].
Arner, Erik ;
Mejhert, Niklas ;
Kulyte, Agne ;
Balwierz, Piotr J. ;
Pachkov, Mikhail ;
Cormont, Mireille ;
Lorente-Cebrian, Silvia ;
Ehrlund, Anna ;
Laurencikiene, Jurga ;
Heden, Per ;
Dahlman-Wright, Karin ;
Tanti, Jean-Francois ;
Hayashizaki, Yoshihide ;
Ryden, Mikael ;
Dahlman, Ingrid ;
van Nimwegen, Erik ;
Daub, Carsten O. ;
Arner, Peter .
DIABETES, 2012, 61 (08) :1986-1993
[7]   Weight Gain and Impaired Glucose Metabolism in Women Are Predicted by Inefficient Subcutaneous Fat Cell Lipolysis [J].
Arner, Peter ;
Andersson, Daniel P. ;
Backdahl, Jesper ;
Dahlman, Ingrid ;
Ryden, Mikael .
CELL METABOLISM, 2018, 28 (01) :45-+
[8]   Spatial mapping reveals human adipocyte subpopulations with distinct sensitivities to insulin [J].
Baeckdahl, Jesper ;
Franzen, Lovisa ;
Massier, Lucas ;
Li, Qian ;
Jalkanen, Jutta ;
Gao, Hui ;
Andersson, Alma ;
Bhalla, Nayanika ;
Thorell, Anders ;
Ryden, Mikael ;
Stahl, Patrik L. ;
Mejhert, Niklas .
CELL METABOLISM, 2021, 33 (09) :1869-+
[9]   Dimensionality reduction for visualizing single-cell data using UMAP [J].
Becht, Etienne ;
McInnes, Leland ;
Healy, John ;
Dutertre, Charles-Antoine ;
Kwok, Immanuel W. H. ;
Ng, Lai Guan ;
Ginhoux, Florent ;
Newell, Evan W. .
NATURE BIOTECHNOLOGY, 2019, 37 (01) :38-+
[10]   Deep learning and alignment of spatially resolved single-cell transcriptomes with Tangram [J].
Biancalani, Tommaso ;
Scalia, Gabriele ;
Buffoni, Lorenzo ;
Avasthi, Raghav ;
Lu, Ziqing ;
Sanger, Aman ;
Tokcan, Neriman ;
Vanderburg, Charles R. ;
Segerstolpe, Asa ;
Zhang, Meng ;
Avraham-Davidi, Inbal ;
Vickovic, Sanja ;
Nitzan, Mor ;
Ma, Sai ;
Subramanian, Ayshwarya ;
Lipinski, Michal ;
Buenrostro, Jason ;
Brown, Nik Bear ;
Fanelli, Duccio ;
Zhuang, Xiaowei ;
Macosko, Evan Z. ;
Regev, Aviv .
NATURE METHODS, 2021, 18 (11) :1352-+