Collections / Spatial transcriptomics landscape of non-communicable inflammatory skin diseases

Spatial transcriptomics landscape of non-communicable inflammatory skin diseases

Datasets59
Size~38.5 GB
AssayVisium
Samplehuman · skin of body
KindComparison
Flag a data issue
10.1038/s41467-022-35319-w ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("doi-10-1038-s41467-022-35319-w")
cohort.members        # the 59 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/s41467-022-35319-w")
coll.ordered_artifacts.to_dataframe()   # the 59 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-s41467-022-35319-w --dest data/

Licenses: 59 CC BY-NC-SA 4.0

Spatial transcriptomics landscape of lesions from non-communicable inflammatory skin diseases.

Abundant heterogeneous immune cells infiltrate lesions in chronic inflammatory diseases and characterization of these cells is needed to distinguish disease-promoting from bystander immune cells. Here, we investigate the landscape of non-communicable inflammatory skin diseases (ncISD) by spatial transcriptomics resulting in a large repository of 62,000 spatially defined human cutaneous transcriptomes from 31 patients. Despite the expected immune cell infiltration, we observe rather low numbers of pathogenic disease promoting cytokine transcripts (IFNG, IL13 and IL17A), i.e. >125 times less compared to the mean expression of all other genes over lesional skin sections. Nevertheless, cytokine expression is limited to lesional skin and presented in a disease-specific pattern. Leveraging a density-based spatial clustering method, we identify specific responder gene signatures in direct proximity of cytokines, and confirm that detected cytokine transcripts initiate amplification cascades of up to thousands of specific responder transcripts forming localized epidermal clusters. Thus, within the abundant and heterogeneous infiltrates of ncISD, only a low number of cytokine transcripts and their translated proteins promote disease by initiating an inflammatory amplification cascade in their local microenvironment.

Open in Vitessce
Visium
Human skin of body
NCBI522
human skin of body atopic eczema 516 MB H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size516 MB
Magnification20x · 0.527 µm/px
H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI476
human skin of body psoriasis 511 MB 1,144 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size511 MB
Spots1,144
Magnification20x · 0.527 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI520
human skin of body atopic eczema 494 MB 527 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size494 MB
Spots527
Magnification20x · 0.528 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI465
human skin of body pityriasis rubra pilaris 66.3 MB 736 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpityriasis rubra pilaris
Size66.3 MB
Spots736
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI524
human skin of body psoriasis 3.7 GB 909 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size3.7 GB
Spots909
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI481
human skin of body lichen planus 513 MB 651 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size513 MB
Spots651
Magnification20x · 0.527 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI507
human skin of body atopic eczema 530 MB 469 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size530 MB
Spots469
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI478
human skin of body psoriasis 481 MB 790 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size481 MB
Spots790
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI504
human skin of body lichen planus 499 MB 1,000 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size499 MB
Spots1,000
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI506
human skin of body lichen planus 474 MB 666 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size474 MB
Spots666
Magnification20x · 0.528 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI516
human skin of body lichen planus 462 MB 450 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size462 MB
Spots450
Magnification20x · 0.528 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI515
human skin of body lichen planus 472 MB 825 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size472 MB
Spots825
Magnification20x · 0.527 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI484
human skin of body atopic eczema 503 MB 713 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size503 MB
Spots713
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI461
human skin of body lichen planus 101 MB 1,987 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size101 MB
Spots1,987
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI490
human skin of body psoriasis 495 MB 617 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size495 MB
Spots617
Magnification20x · 0.527 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI494
human skin of body lichen planus 486 MB 508 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size486 MB
Spots508
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI510
human skin of body atopic eczema 552 MB 525 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size552 MB
Spots525
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI469
human skin of body atopic eczema 446 MB 1,504 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size446 MB
Spots1,504
Magnification20x · 0.524 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI486
human skin of body atopic eczema 559 MB 305 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size559 MB
Spots305
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI483
human skin of body atopic eczema 502 MB 923 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size502 MB
Spots923
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI467
human skin of body psoriasis 93.0 MB 1,906 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size93.0 MB
Spots1,906
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI519
human skin of body atopic eczema 481 MB 524 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size481 MB
Spots524
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI466
human skin of body pityriasis rubra pilaris 62.7 MB 691 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpityriasis rubra pilaris
Size62.7 MB
Spots691
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI470
human skin of body atopic eczema 433 MB 1,350 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size433 MB
Spots1,350
Magnification20x · 0.524 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI493
human skin of body lichen planus 458 MB 566 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size458 MB
Spots566
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI523
human skin of body psoriasis 3.8 GB 752 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size3.8 GB
Spots752
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI479
human skin of body lichen planus 498 MB 1,040 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size498 MB
Spots1,040
Magnification20x · 0.527 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI491
human skin of body lichen planus 470 MB 913 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size470 MB
Spots913
Magnification20x · 0.527 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI473
human skin of body lichen planus 465 MB 744 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size465 MB
Spots744
Magnification20x · 0.525 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI495
human skin of body atopic eczema 497 MB 706 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size497 MB
Spots706
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI482
human skin of body lichen planus 496 MB 625 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size496 MB
Spots625
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI462
human skin of body lichen planus 111 MB 2,043 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size111 MB
Spots2,043
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI508
human skin of body atopic eczema 511 MB 442 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size511 MB
Spots442
Magnification20x · 0.527 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI521
human skin of body atopic eczema 489 MB 464 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size489 MB
Spots464
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI497
human skin of body atopic eczema 468 MB 765 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size468 MB
Spots765
Magnification20x · 0.525 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI526
human skin of body psoriasis 4.0 GB 818 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size4.0 GB
Spots818
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI525
human skin of body psoriasis 3.7 GB 777 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size3.7 GB
Spots777
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI474
human skin of body lichen planus 407 MB 598 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size407 MB
Spots598
Magnification20x · 0.524 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI480
human skin of body lichen planus 510 MB 695 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size510 MB
Spots695
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI472
human skin of body lichen planus 457 MB 1,122 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size457 MB
Spots1,122
Magnification20x · 0.524 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI505
human skin of body lichen planus 472 MB 706 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size472 MB
Spots706
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI517
human skin of body lichen planus 482 MB 549 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size482 MB
Spots549
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI492
human skin of body lichen planus 461 MB 814 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size461 MB
Spots814
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI487
human skin of body psoriasis 513 MB 1,014 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size513 MB
Spots1,014
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI460
human skin of body lichen planus 85.6 MB 1,951 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size85.6 MB
Spots1,951
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI498
human skin of body atopic eczema 462 MB 698 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size462 MB
Spots698
Magnification20x · 0.528 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI488
human skin of body psoriasis 506 MB 1,021 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size506 MB
Spots1,021
Magnification20x · 0.527 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI464
human skin of body psoriasis 105 MB 1,979 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size105 MB
Spots1,979
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI475
human skin of body psoriasis 525 MB 1,414 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size525 MB
Spots1,414
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI485
human skin of body atopic eczema 514 MB 545 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size514 MB
Spots545
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI471
human skin of body lichen planus 474 MB 1,117 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size474 MB
Spots1,117
Magnification20x · 0.522 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI489
human skin of body psoriasis 518 MB 585 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size518 MB
Spots585
Magnification20x · 0.527 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI496
human skin of body atopic eczema 469 MB 697 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size469 MB
Spots697
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI509
human skin of body atopic eczema 525 MB 768 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionatopic eczema
Size525 MB
Spots768
Magnification20x · 0.527 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI518
human skin of body lichen planus 482 MB 546 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size482 MB
Spots546
Magnification20x · 0.527 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI477
human skin of body psoriasis 479 MB 791 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size479 MB
Spots791
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI468
human skin of body psoriasis 95.4 MB 1,964 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size95.4 MB
Spots1,964
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI463
human skin of body psoriasis 79.2 MB 1,253 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionpsoriasis
Size79.2 MB
Spots1,253
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
NCBI503
human skin of body lichen planus 493 MB 985 spots silver H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditionlichen planus
Size493 MB
Spots985
Magnification20x · 0.526 µm/px
silver H&E Open in Vitessce

Cite this collection

doi.org/10.1038/s41467-022-35319-w ↗
BibTeX
@article{Sch_bitz_2022,
  title = {Spatial transcriptomics landscape of lesions from non-communicable inflammatory skin diseases},
  volume = {13},
  ISSN = {2041-1723},
  url = {http://dx.doi.org/10.1038/s41467-022-35319-w},
  DOI = {10.1038/s41467-022-35319-w},
  number = {1},
  journal = {Nature Communications},
  publisher = {Springer Science and Business Media LLC},
  author = {Schäbitz, A. and Hillig, C. and Mubarak, M. and Jargosch, M. and Farnoud, A. and Scala, E. and Kurzen, N. and Pilz, A. C. and Bhalla, N. and Thomas, J. and Stahle, M. and Biedermann, T. and Schmidt-Weber, C. B. and Theis, F. and Garzorz-Stark, N. and Eyerich, K. and Menden, M. P. and Eyerich, S.},
  year = {2022},
  month = Dec
}