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Visium

Human synovial membrane of synovial joint

GSM7372755

bronze Interactive viewer H&E rheumatoid arthritis Provisional
Human synovial membrane of synovial joint preview
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM7372755_RA_A1_hires_image': DataArray[cyx] (3, 1244, 1125)
│     └── 'GSM7372755_RA_A1_lowres_image': DataArray[cyx] (3, 600, 543)
├── Shapes
│     └── 'GSM7372755_RA_A1': GeoDataFrame shape: (1878, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (1878, 36601)
with coordinate systems:
    ▸ 'GSM7372755_RA_A1', with elements:
        GSM7372755_RA_A1_hires_image (Images), GSM7372755_RA_A1_lowres_image (Images), GSM7372755_RA_A1 (Shapes)
    ▸ 'GSM7372755_RA_A1_downscaled_hires', with elements:
        GSM7372755_RA_A1_hires_image (Images), GSM7372755_RA_A1 (Shapes)
    ▸ 'GSM7372755_RA_A1_downscaled_lowres', with elements:
        GSM7372755_RA_A1_lowres_image (Images), GSM7372755_RA_A1 (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("3vwrOIVzdEeHTCGO0000")
ds.elements()          # inspect without downloading
sdata = ds.to_sdata()  # cached locally, reused
print(sdata)
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")
artifact = db.Artifact.get("3vwrOIVzdEeHTCGO")   # stem uid: Lamin resolves it to the latest version

sdata = artifact.load()   # cache, then load into memory
group = artifact.open()   # stream without downloading
path  = artifact.cache()  # sync into the local cache, returns the path
Shell
# sddb client: download the .zarr into data/
sddb-cli download 3vwrOIVzdEeHTCGO0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/3vwrOIVzdEeHTCGO

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid 3vwrOIVzdEeHTCGO

License: NCBI GEO policy

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Metadata

Technology
Visium
Organism
human
Tissue
synovial membrane of synovial joint
Condition
rheumatoid arthritis
Modality
RNA
Observations (spots)
1,878
Tier
bronze
Chemistry
Visium v1
Resolution
1,125 × 1,244 px
mpp
5.968 µm/px
Size
12.0 MB
Sample ID
GSM7372755
License
NCBI GEO policy
Published
Mar 25, 2026

Cite this dataset

doi.org/10.1126/sciimmunol.adm7800 ↗
BibTeX
@article{Zoccheddu_2025,
  title = {T
                    <sub>H</sub>
                    17 cells converted into exT
                    <sub>H</sub>
                    17 cells sustain rheumatoid-like IL-17–independent inflammatory arthritis},
  volume = {10},
  ISSN = {2470-9468},
  url = {http://dx.doi.org/10.1126/sciimmunol.adm7800},
  DOI = {10.1126/sciimmunol.adm7800},
  number = {113},
  journal = {Science Immunology},
  publisher = {American Association for the Advancement of Science (AAAS)},
  author = {Zoccheddu, Martina and Suga, Kensuke and Seng, Amara and Svensson, Mattias N. D. and Dutta, Paramita and Panahandeh, Sanaz and Makinde, Hadijat-Kubura Moradeke and Ro, Myungja and Wang, Yizhou and Kim, Hyobin and Mikulski, Zbigniew and Dobaczewska, Katarzyna and Ingegnoli, Francesca and Minsha, Ruth and Seagrist, John F. and Carns, Mary and Aren, Kathleen and Dominguez, Salina and Khan, Mohammad Daud and Denn, Angela and Caporali, Roberto and Randelli, Pietro Simone and McBride, David A. and Mandelin, Arthur M. and Cuda, Carla Marie and Wang, Zhiping Paul and Moore, Jason H. and Shah, Nisarg J. and Won, Kyoung Jae and Winter, Deborah R. and Ay, Ferhat and Perlman, Harris and Bottini, Nunzio},
  year = {2025},
  month = Nov
}

Source: NCBI GEO ↗ · License: NCBI GEO policy ↗ · Reprocessed to SpatialData by SpatialData-DB