Collections / SARS-CoV-2 Niches in Human Placenta Revealed by Spatial Transcriptomics

SARS-CoV-2 Niches in Human Placenta Revealed by Spatial Transcriptomics

Datasets15
Size~1.8 GB
AssayVisium
Samplehuman · placenta
KindComparison
10.1016/j.medj.2023.06.003 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="doi-10.1016/j.medj.2023.06.003")
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()}

SARS-CoV-2 niches in human placenta revealed by spatial transcriptomics.

<h4>Background</h4>Functional placental niches are presumed to spatially separate maternal-fetal antigens and restrict the vertical transmission of pathogens. We hypothesized a high-resolution map of placental transcription could provide direct evidence for niche microenvironments with unique functions and transcription profiles.<h4>Methods</h4>We utilized Visium Spatial Transcriptomics paired with H&E staining to generate 17,927 spatial transcriptomes. By integrating these spatial transcriptomes with 273,944 placental single-cell and single-nuclei transcriptomes, we generated an atlas composed of at least 22 subpopulations in the maternal decidua, fetal chorionic villi, and chorioamniotic membranes.<h4>Findings</h4>Comparisons of placentae from uninfected healthy controls (n = 4) with COVID-19 asymptomatic (n = 4) and symptomatic (n = 5) infected participants demonstrated that severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) detection in syncytiotrophoblasts occurred in both the presence and the absence of maternal clinical disease. With spatial transcriptomics, we found that the limit of detection for SARS-CoV-2 was 1/7,000 cells, and placental niches without detectable viral transcripts were unperturbed. In contrast, niches with high SARS-CoV-2 transcript levels were associated with significant upregulation in pro-inflammatory cytokines and interferon-stimulated genes, altered metallopeptidase signaling (TIMP1), with coordinated shifts in macrophage polarization, histiocytic intervillositis, and perivillous fibrin deposition. Fetal sex differences in gene expression responses to SARS-CoV-2 were limited, with confirmed mapping limited to the maternal decidua in males.<h4>Conclusions</h4>High-resolution placental transcriptomics with spatial resolution revealed dynamic responses to SARS-CoV-2 in coordinate microenvironments in the absence and presence of clinically evident disease.<h4>Funding</h4>This work was supported by the NIH (R01HD091731 and T32-HD098069), NSF (2208903), the Burroughs Welcome Fund and the March of Dimes Preterm Birth Research Initiatives, and a Career Development Award from the American Society of Gene and Cell Therapy.

Open in Vitessce
Visium
Human placenta
NCBI815
human placenta COVID-19 97 MB 369 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
ConditionCOVID-19
Size97 MB
Obs369
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI576
human placenta 125 MB 470 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
Size125 MB
Obs470
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI816
human placenta COVID-19 107 MB 669 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
ConditionCOVID-19
Size107 MB
Obs669
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI574
human placenta COVID-19 159 MB 1,505 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
ConditionCOVID-19
Size159 MB
Obs1,505
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI819
human placenta COVID-19 112 MB 918 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
ConditionCOVID-19
Size112 MB
Obs918
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI817
human placenta COVID-19 73 MB 341 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
ConditionCOVID-19
Size73 MB
Obs341
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI820
human placenta COVID-19 131 MB 1,561 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
ConditionCOVID-19
Size131 MB
Obs1,561
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI575
human placenta 131 MB 967 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
Size131 MB
Obs967
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI573
human placenta COVID-19 139 MB 1,547 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
ConditionCOVID-19
Size139 MB
Obs1,547
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI813
human placenta 153 MB 2,027 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
Size153 MB
Obs2,027
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI821
human placenta COVID-19 131 MB 1,375 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
ConditionCOVID-19
Size131 MB
Obs1,375
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI814
human placenta COVID-19 108 MB 1,323 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueplacenta
ConditionCOVID-19
Size108 MB
Obs1,323
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI811
human placenta 148 MB 1,894 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
Size148 MB
Obs1,894
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI818
human placenta COVID-19 102 MB 515 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
ConditionCOVID-19
Size102 MB
Obs515
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human placenta
NCBI812
human placenta 174 MB 2,605 obs silver H&E
TechnologyVisium
Organismhuman
Tissueplacenta
Size174 MB
Obs2,605
silver H&E Open in Vitessce

Cite this collection

doi.org/10.1016/j.medj.2023.06.003 ↗
BibTeX
@article{Barrozo_2023,
  title = {SARS-CoV-2 niches in human placenta revealed by spatial transcriptomics},
  volume = {4},
  ISSN = {2666-6340},
  url = {http://dx.doi.org/10.1016/j.medj.2023.06.003},
  DOI = {10.1016/j.medj.2023.06.003},
  number = {9},
  journal = {Med},
  publisher = {Elsevier BV},
  author = {Barrozo, Enrico R. and Seferovic, Maxim D. and Castro, Eumenia C.C. and Major, Angela M. and Moorshead, David N. and Jochum, Michael D. and Rojas, Ricardo Ferral and Shope, Cynthia D. and Aagaard, Kjersti M.},
  year = {2023},
  month = Sept,
  pages = {612–634.e4}
}