Collections / Spatially resolved multiomics of human cardiac niches

Spatially resolved multiomics of human cardiac niches

Datasets41
Size~22.0 GB
AssayVisium
Samplehuman · heart
KindPublication
Flag a data issue
10.1038/s41586-023-06311-1 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("doi-10-1038-s41586-023-06311-1")
cohort.members        # the 41 datasets as a table

print(cohort.licenses())              # check the terms before you download

sdatas = cohort.to_dict()             # {uid: SpatialData}, cached locally
# or keep the .zarr files in a folder of your choice:
# sdatas = cohort.to_dict(dest="data/")
Python · lamindb

Needs pip install lamindb and network access to the Lamin database, which is limited during the alpha. If it fails, use the Client tab.

import lamindb as ln

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

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]
Shell
# sddb client: download every member .zarr into data/
sddb-cli download --collection doi-10-1038-s41586-023-06311-1 --dest data/

Licenses: 41 CC BY-NC-SA 4.0

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 739 MB 2,843 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size739 MB
Spots2,843
Magnification20x · 0.442 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC104
human heart 440 MB 2,073 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size440 MB
Spots2,073
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC107
human heart 447 MB 2,152 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size447 MB
Spots2,152
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC114
human heart 562 MB 2,177 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size562 MB
Spots2,177
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC134
human heart 765 MB 2,338 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size765 MB
Spots2,338
Magnification20x · 0.442 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC113
human heart 620 MB 2,955 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size620 MB
Spots2,955
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC135
human heart 799 MB 2,697 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size799 MB
Spots2,697
Magnification20x · 0.442 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC127
human heart 730 MB 3,802 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size730 MB
Spots3,802
Magnification20x · 0.503 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC109
human heart 285 MB 1,252 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size285 MB
Spots1,252
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC139
human heart 647 MB 2,562 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size647 MB
Spots2,562
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC129
human heart 819 MB 3,982 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size819 MB
Spots3,982
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC120
human heart 355 MB 3,400 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size355 MB
Spots3,400
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC105
human heart 245 MB 1,035 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size245 MB
Spots1,035
Magnification20x · 0.457 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC111
human heart 429 MB 2,037 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size429 MB
Spots2,037
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC124
human heart 429 MB 2,942 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size429 MB
Spots2,942
Magnification20x · 0.600 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC141
human heart 453 MB 1,702 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size453 MB
Spots1,702
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC138
human heart 633 MB 2,199 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size633 MB
Spots2,199
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC125
human heart 650 MB 3,478 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size650 MB
Spots3,478
Magnification20x · 0.503 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC136
human heart 836 MB 2,090 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size836 MB
Spots2,090
Magnification20x · 0.442 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC118
human heart 272 MB 2,881 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size272 MB
Spots2,881
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC128
human heart 795 MB 3,797 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size795 MB
Spots3,797
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC101
human heart 391 MB 1,236 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size391 MB
Spots1,236
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC110
human heart 317 MB 1,225 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size317 MB
Spots1,225
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC130
human heart 772 MB 3,533 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size772 MB
Spots3,533
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC140
human heart 510 MB 2,168 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size510 MB
Spots2,168
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC122
human heart 444 MB 3,430 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size444 MB
Spots3,430
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC133
human heart 861 MB 3,153 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size861 MB
Spots3,153
Magnification20x · 0.442 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC116
human heart 442 MB 1,831 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size442 MB
Spots1,831
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC123
human heart 389 MB 2,852 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size389 MB
Spots2,852
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC126
human heart 712 MB 4,521 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size712 MB
Spots4,521
Magnification20x · 0.503 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC102
human heart 419 MB 1,166 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size419 MB
Spots1,166
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC119
human heart 457 MB 3,448 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size457 MB
Spots3,448
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC106
human heart 450 MB 2,260 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size450 MB
Spots2,260
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC108
human heart 326 MB 1,249 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size326 MB
Spots1,249
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC121
human heart 445 MB 3,052 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size445 MB
Spots3,052
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC131
human heart 764 MB 2,807 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size764 MB
Spots2,807
Magnification20x · 0.442 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC142
human heart 464 MB 1,302 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size464 MB
Spots1,302
Magnification20x · 0.455 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC117
human heart 577 MB 2,891 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size577 MB
Spots2,891
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC112
human heart 381 MB 1,564 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size381 MB
Spots1,564
Magnification20x · 0.456 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC103
human heart 556 MB 1,735 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size556 MB
Spots1,735
Magnification20x · 0.457 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human heart
MISC115
human heart 338 MB 1,040 spots silver H&E
TechnologyVisium
Organismhuman
Tissueheart
Size338 MB
Spots1,040
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}
}