Collections / mousemodel_Heptablastoma spatial transcriptomics

mousemodel_Heptablastoma spatial transcriptomics

Datasets10
Size~2.1 GB
AssayVisium
Samplemouse · liver
KindPublication
10.1038/s41467-023-39717-6 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="doi-10.1038/s41467-023-39717-6")
coll.ordered_artifacts.df()                 # the 10 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 mapping of cancer dependency genes and genetic modifiers of chemotherapy in high-risk hepatoblastoma.

A lack of relevant genetic models and cell lines hampers our understanding of hepatoblastoma pathogenesis and the development of new therapies for this neoplasm. Here, we report an improved MYC-driven hepatoblastoma-like murine model that recapitulates the pathological features of embryonal type of hepatoblastoma, with transcriptomics resembling the high-risk gene signatures of the human disease. Single-cell RNA-sequencing and spatial transcriptomics identify distinct subpopulations of hepatoblastoma cells. After deriving cell lines from the mouse model, we map cancer dependency genes using CRISPR-Cas9 screening and identify druggable targets shared with human hepatoblastoma (e.g., CDK7, CDK9, PRMT1, PRMT5). Our screen also reveals oncogenes and tumor suppressor genes in hepatoblastoma that engage multiple, druggable cancer signaling pathways. Chemotherapy is critical for human hepatoblastoma treatment. A genetic mapping of doxorubicin response by CRISPR-Cas9 screening identifies modifiers whose loss-of-function synergizes with (e.g., PRKDC) or antagonizes (e.g., apoptosis genes) the effect of chemotherapy. The combination of PRKDC inhibition and doxorubicin-based chemotherapy greatly enhances therapeutic efficacy. These studies provide a set of resources including disease models suitable for identifying and validating potential therapeutic targets in human high-risk hepatoblastoma.

Open in Vitessce
Visium
Mouse liver
NCBI623
mouse liver hepatoblastoma 169 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatoblastoma
Size169 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
NCBI627
mouse liver hepatoblastoma 232 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatoblastoma
Size232 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
NCBI626
mouse liver hepatoblastoma 227 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatoblastoma
Size227 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
NCBI622
mouse liver hepatoblastoma 195 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatoblastoma
Size195 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
NCBI620
mouse liver hepatoblastoma 173 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatoblastoma
Size173 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
NCBI619
mouse liver hepatoblastoma 174 MB 4,991 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatoblastoma
Size174 MB
Obs4,991
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
NCBI621
mouse liver hepatoblastoma 191 MB 4,989 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatoblastoma
Size191 MB
Obs4,989
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
NCBI624
mouse liver hepatoblastoma 234 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatoblastoma
Size234 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
NCBI618
mouse liver hepatoblastoma 276 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatoblastoma
Size276 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
NCBI625
mouse liver hepatoblastoma 259 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatoblastoma
Size259 MB
Obs4,992
silver H&E Open in Vitessce

Cite this collection

doi.org/10.1038/s41467-023-39717-6 ↗
BibTeX
@article{Fang_2023,
  title = {Genome-wide mapping of cancer dependency genes and genetic modifiers of chemotherapy in high-risk hepatoblastoma},
  volume = {14},
  ISSN = {2041-1723},
  url = {http://dx.doi.org/10.1038/s41467-023-39717-6},
  DOI = {10.1038/s41467-023-39717-6},
  number = {1},
  journal = {Nature Communications},
  publisher = {Springer Science and Business Media LLC},
  author = {Fang, Jie and Singh, Shivendra and Cheng, Changde and Natarajan, Sivaraman and Sheppard, Heather and Abu-Zaid, Ahmed and Durbin, Adam D. and Lee, Ha Won and Wu, Qiong and Steele, Jacob and Connelly, Jon P. and Jin, Hongjian and Chen, Wenan and Fan, Yiping and Pruett-Miller, Shondra M. and Rehg, Jerold E. and Koo, Selene C. and Santiago, Teresa and Emmons, Joseph and Cairo, Stefano and Wang, Ruoning and Glazer, Evan S. and Murphy, Andrew J. and Chen, Taosheng and Davidoff, Andrew M. and Armengol, Carolina and Easton, John and Chen, Xiang and Yang, Jun},
  year = {2023},
  month = July
}