Collections / Genome-wide Spatial Expression Profiling in Formalin-fixed Tissues

Genome-wide Spatial Expression Profiling in Formalin-fixed Tissues

Datasets15
Size~42.7 GB
AssayVisium
Samplemultiple · multiple
KindComparison
Flag a data issue
10.1016/j.xgen.2021.100065 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("doi-10-1016-j-xgen-2021-100065")
cohort.members        # the 15 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-10.1016/j.xgen.2021.100065")
coll.ordered_artifacts.to_dataframe()   # the 15 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-10-1016-j-xgen-2021-100065 --dest data/

Licenses: 15 CC BY-NC-SA 4.0

Genome-wide spatial expression profiling in formalin-fixed tissues.

Formalin-fixed paraffin embedding (FFPE) is the most widespread long-term tissue preservation approach. Here, we report a procedure to perform genome-wide spatial analysis of mRNA in FFPE-fixed tissue sections, using well-established, commercially available methods for imaging and spatial barcoding using slides spotted with barcoded oligo(dT) probes to capture the 3' end of mRNA molecules in tissue sections. We applied this method for expression profiling and cell type mapping in coronal sections from the mouse brain to demonstrate the method's capability to delineate anatomical regions from a molecular perspective. We also profiled the spatial composition of transcriptomic signatures in two ovarian carcinosarcoma samples, exemplifying the method's potential to elucidate molecular mechanisms in heterogeneous clinical samples. Finally, we demonstrate the applicability of the assay to characterize human lung and kidney organoids and a human lung biopsy specimen infected with SARS-CoV-2. We anticipate that genome-wide spatial gene expression profiling in FFPE biospecimens will be used for retrospective analysis of biobank samples, which will facilitate longitudinal studies of biological processes and biomarker discovery.

Open in Vitessce
Visium
Mouse brain
NCBI532
mouse brain 2.3 GB 2,399 spots silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size2.3 GB
Spots2,399
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
NCBI533
mouse brain 3.4 GB 2,536 spots silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size3.4 GB
Spots2,536
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
NCBI527
mouse brain 4.3 GB 3,047 spots silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size4.3 GB
Spots3,047
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
MEND52
human lung COVID-19 196 MB 758 spots silver H&E
TechnologyVisium
Organismhuman
Tissuelung
ConditionCOVID-19
Size196 MB
Spots758
Magnification20x · 0.572 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
NCBI534
human lung 3.2 GB 533 spots silver H&E
TechnologyVisium
Organismhuman
Tissuelung
Size3.2 GB
Spots533
Magnification40x · 0.173 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
NCBI528
mouse brain 4.5 GB 3,105 spots silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size4.5 GB
Spots3,105
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
NCBI538
human kidney 2.4 GB 469 spots bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Size2.4 GB
Spots469
Magnification40x · 0.172 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
NCBI537
human lung 3.2 GB 416 spots bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Size3.2 GB
Spots416
Magnification40x · 0.172 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
NCBI535
human lung 3.2 GB 439 spots bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Size3.2 GB
Spots439
Magnification40x · 0.172 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
NCBI539
human kidney 2.3 GB 475 spots bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Size2.3 GB
Spots475
Magnification40x · 0.174 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
NCBI540
human kidney 2.3 GB 413 spots bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Size2.3 GB
Spots413
Magnification40x · 0.174 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
NCBI536
human lung 3.2 GB 444 spots bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Size3.2 GB
Spots444
Magnification40x · 0.173 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
NCBI530
mouse brain 2.7 GB 2,502 spots silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size2.7 GB
Spots2,502
Magnification40x · 0.174 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
NCBI529
mouse brain 2.7 GB 2,216 spots silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size2.7 GB
Spots2,216
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
NCBI531
mouse brain 2.6 GB 2,554 spots silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size2.6 GB
Spots2,554
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce

Cite this collection

doi.org/10.1016/j.xgen.2021.100065 ↗
BibTeX
@article{Gracia_Villacampa_2021,
  title = {Genome-wide spatial expression profiling in formalin-fixed tissues},
  volume = {1},
  ISSN = {2666-979X},
  url = {http://dx.doi.org/10.1016/j.xgen.2021.100065},
  DOI = {10.1016/j.xgen.2021.100065},
  number = {3},
  journal = {Cell Genomics},
  publisher = {Elsevier BV},
  author = {Gracia Villacampa, Eva and Larsson, Ludvig and Mirzazadeh, Reza and Kvastad, Linda and Andersson, Alma and Mollbrink, Annelie and Kokaraki, Georgia and Monteil, Vanessa and Schultz, Niklas and Appelberg, Karin Sofia and Montserrat, Nuria and Zhang, Haibo and Penninger, Josef M. and Miesbach, Wolfgang and Mirazimi, Ali and Carlson, Joseph and Lundeberg, Joakim},
  year = {2021},
  month = Dec,
  pages = {100065}
}