Collections / Spatially resolved multiomics of human cardiac niches

Spatially resolved multiomics of human cardiac niches

Datasets41
Size~20 GB
AssayVisium
Samplehuman · heart
KindPublication
10.1038/s41586-023-06311-1 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="doi-10.1038/s41586-023-06311-1")
coll.ordered_artifacts.df()                 # the 41 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]

# …or load each straight into memory as a SpatialData object:
sdatas = {a.key: sd.read_zarr(a.cache()) for a in coll.ordered_artifacts.all()}

Spatially resolved multiomics of human cardiac niches.

The function of a cell is defined by its intrinsic characteristics and its niche: the tissue microenvironment in which it dwells. Here we combine single-cell and spatial transcriptomics data to discover cellular niches within eight regions of the human heart. We map cells to microanatomical locations and integrate knowledge-based and unsupervised structural annotations. We also profile the cells of the human cardiac conduction system<sup>1</sup>. The results revealed their distinctive repertoire of ion channels, G-protein-coupled receptors (GPCRs) and regulatory networks, and implicated FOXP2 in the pacemaker phenotype. We show that the sinoatrial node is compartmentalized, with a core of pacemaker cells, fibroblasts and glial cells supporting glutamatergic signalling. Using a custom CellPhoneDB.org module, we identify trans-synaptic pacemaker cell interactions with glia. We introduce a druggable target prediction tool, drug2cell, which leverages single-cell profiles and drug-target interactions to provide mechanistic insights into the chronotropic effects of drugs, including GLP-1 analogues. In the epicardium, we show enrichment of both IgG<sup>+</sup> and IgA<sup>+</sup> plasma cells forming immune niches that may contribute to infection defence. Overall, we provide new clarity to cardiac electro-anatomy and immunology, and our suite of computational approaches can be applied to other tissues and organs.

Open in Vitessce
Visium
Human heart
MISC132
human heart 705 MB 2,843 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size705 MB
Obs2,843
Magnification20x · 0.442 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC104
human heart 419 MB 2,073 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size419 MB
Obs2,073
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC107
human heart 426 MB 2,152 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size426 MB
Obs2,152
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC114
human heart 536 MB 2,177 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size536 MB
Obs2,177
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC134
human heart 730 MB 2,338 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size730 MB
Obs2,338
Magnification20x · 0.442 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC113
human heart 592 MB 2,955 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size592 MB
Obs2,955
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC135
human heart 762 MB 2,697 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size762 MB
Obs2,697
Magnification20x · 0.442 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC127
human heart 696 MB 3,802 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size696 MB
Obs3,802
Magnification20x · 0.503 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC109
human heart 272 MB 1,252 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size272 MB
Obs1,252
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC139
human heart 617 MB 2,562 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size617 MB
Obs2,562
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC129
human heart 781 MB 3,982 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size781 MB
Obs3,982
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC120
human heart 339 MB 3,400 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size339 MB
Obs3,400
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC105
human heart 234 MB 1,035 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size234 MB
Obs1,035
Magnification20x · 0.457 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC111
human heart 409 MB 2,037 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size409 MB
Obs2,037
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC124
human heart 409 MB 2,942 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size409 MB
Obs2,942
Magnification20x · 0.600 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC141
human heart 432 MB 1,702 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size432 MB
Obs1,702
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC138
human heart 604 MB 2,199 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size604 MB
Obs2,199
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC125
human heart 620 MB 3,478 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size620 MB
Obs3,478
Magnification20x · 0.503 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC136
human heart 797 MB 2,090 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size797 MB
Obs2,090
Magnification20x · 0.442 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC118
human heart 259 MB 2,881 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size259 MB
Obs2,881
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC128
human heart 758 MB 3,797 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size758 MB
Obs3,797
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC101
human heart 373 MB 1,236 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size373 MB
Obs1,236
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC110
human heart 303 MB 1,225 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size303 MB
Obs1,225
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC130
human heart 737 MB 3,533 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size737 MB
Obs3,533
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC140
human heart 486 MB 2,168 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size486 MB
Obs2,168
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC122
human heart 423 MB 3,430 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size423 MB
Obs3,430
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC133
human heart 821 MB 3,153 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size821 MB
Obs3,153
Magnification20x · 0.442 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC116
human heart 422 MB 1,831 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size422 MB
Obs1,831
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC123
human heart 371 MB 2,852 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size371 MB
Obs2,852
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC126
human heart 679 MB 4,521 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size679 MB
Obs4,521
Magnification20x · 0.503 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC102
human heart 400 MB 1,166 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size400 MB
Obs1,166
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC119
human heart 436 MB 3,448 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size436 MB
Obs3,448
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC106
human heart 429 MB 2,260 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size429 MB
Obs2,260
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC108
human heart 311 MB 1,249 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size311 MB
Obs1,249
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC121
human heart 424 MB 3,052 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size424 MB
Obs3,052
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC131
human heart 728 MB 2,807 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size728 MB
Obs2,807
Magnification20x · 0.442 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC142
human heart 442 MB 1,302 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size442 MB
Obs1,302
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC117
human heart 551 MB 2,891 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size551 MB
Obs2,891
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC112
human heart 363 MB 1,564 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size363 MB
Obs1,564
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC103
human heart 530 MB 1,735 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size530 MB
Obs1,735
Magnification20x · 0.457 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC115
human heart 323 MB 1,040 obs silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size323 MB
Obs1,040
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce

Cite this collection

doi.org/10.1038/s41586-023-06311-1 ↗
BibTeX
@article{Kanemaru_2023,
  title = {Spatially resolved multiomics of human cardiac niches},
  volume = {619},
  ISSN = {1476-4687},
  url = {http://dx.doi.org/10.1038/s41586-023-06311-1},
  DOI = {10.1038/s41586-023-06311-1},
  number = {7971},
  journal = {Nature},
  publisher = {Springer Science and Business Media LLC},
  author = {Kanemaru, Kazumasa and Cranley, James and Muraro, Daniele and Miranda, Antonio M. A. and Ho, Siew Yen and Wilbrey-Clark, Anna and Patrick Pett, Jan and Polanski, Krzysztof and Richardson, Laura and Litvinukova, Monika and Kumasaka, Natsuhiko and Qin, Yue and Jablonska, Zuzanna and Semprich, Claudia I. and Mach, Lukas and Dabrowska, Monika and Richoz, Nathan and Bolt, Liam and Mamanova, Lira and Kapuge, Rakeshlal and Barnett, Sam N. and Perera, Shani and Talavera-López, Carlos and Mulas, Ilaria and Mahbubani, Krishnaa T. and Tuck, Liz and Wang, Lu and Huang, Margaret M. and Prete, Martin and Pritchard, Sophie and Dark, John and Saeb-Parsy, Kourosh and Patel, Minal and Clatworthy, Menna R. and Hübner, Norbert and Chowdhury, Rasheda A. and Noseda, Michela and Teichmann, Sarah A.},
  year = {2023},
  month = July,
  pages = {801–810}
}