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

Genome-wide Spatial Expression Profiling in Formalin-fixed Tissues

Datasets15
Size~40 GB
AssayVisium
Samplemultiple · multiple
KindComparison
10.1016/j.xgen.2021.100065 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="doi-10.1016/j.xgen.2021.100065")
coll.ordered_artifacts.df()                 # the 15 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()}

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 2.2 GB 2,399 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size2.2 GB
Obs2,399
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
NCBI533
mouse brain 3.2 GB 2,536 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size3.2 GB
Obs2,536
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
NCBI527
mouse brain 4.0 GB 3,047 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size4.0 GB
Obs3,047
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
MEND52
human lung COVID-19 187 MB 758 obs silver H&E
TechnologyVisium
Organismhuman
Tissuelung
ConditionCOVID-19
Size187 MB
Obs758
Magnification20x · 0.572 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
NCBI534
human lung 3.0 GB 533 obs silver H&E
TechnologyVisium
Organismhuman
Tissuelung
Size3.0 GB
Obs533
Magnification40x · 0.173 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
NCBI528
mouse brain 4.2 GB 3,105 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size4.2 GB
Obs3,105
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
NCBI538
human kidney 2.2 GB 469 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Size2.2 GB
Obs469
Magnification40x · 0.172 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
NCBI537
human lung 2.9 GB 416 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Size2.9 GB
Obs416
Magnification40x · 0.172 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
NCBI535
human lung 3.0 GB 439 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Size3.0 GB
Obs439
Magnification40x · 0.172 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
NCBI539
human kidney 2.2 GB 475 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Size2.2 GB
Obs475
Magnification40x · 0.174 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
NCBI540
human kidney 2.2 GB 413 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Size2.2 GB
Obs413
Magnification40x · 0.174 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
NCBI536
human lung 3.0 GB 444 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Size3.0 GB
Obs444
Magnification40x · 0.173 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
NCBI530
mouse brain 2.5 GB 2,502 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size2.5 GB
Obs2,502
Magnification40x · 0.174 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
NCBI529
mouse brain 2.5 GB 2,216 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size2.5 GB
Obs2,216
Magnification40x · 0.172 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
NCBI531
mouse brain 2.5 GB 2,554 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size2.5 GB
Obs2,554
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}
}