Collections / Spatiotemporally Deciphering the Unknown Role of Persistent HPV Infection in Precancer to Cervical Cancer Progression: Integrating Single-Cell RNA-Sequencing Landscape and Spatial Transcriptomics Atlas [Spatial Transcriptomics]

Spatiotemporally Deciphering the Unknown Role of Persistent HPV Infection in Precancer to Cervical Cancer Progression: Integrating Single-Cell RNA-Sequencing Landscape and Spatial Transcriptomics Atlas [Spatial Transcriptomics]

Datasets4
Size~606 MB
AssayVisium
Samplehuman · uterine cervix
KindComparison
10.1002/ctm2.1219 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="doi-10.1002/ctm2.1219")
coll.ordered_artifacts.df()                 # the 4 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()}

Spatiotemporally deciphering the mysterious mechanism of persistent HPV-induced malignant transition and immune remodelling from HPV-infected normal cervix, precancer to cervical cancer: Integrating single-cell RNA-sequencing and spatial transcriptome.

<h4>Background</h4>The mechanism underlying cervical carcinogenesis that is mediated by persistent human papillomavirus (HPV) infection remains elusive.<h4>Aims</h4>Here, for the first time, we deciphered both the temporal transition and spatial distribution of cellular subsets during disease progression from normal cervix tissues to precursor lesions to cervical cancer.<h4>Materials & methods</h4>We generated scRNA-seq profiles and spatial transcriptomics data from nine patient samples, including two HPV-negative normal, two HPV-positive normal, two HPV-positive HSIL and three HPV-positive cancer samples.<h4>Results</h4>We not only identified three 'HPV-related epithelial clusters' that are unique to normal, high-grade squamous intraepithelial lesions (HSIL) and cervical cancer tissues but also discovered node genes that potentially regulate disease progression. Moreover, we observed the gradual transition of multiple immune cells that exhibited positive immune responses, followed by dysregulation and exhaustion, and ultimately established an immune-suppressive microenvironment during the malignant program. In addition, analysis of cellular interactions further verified that a 'homeostasis-balance-malignancy' change occurred within the cervical microenvironment during disease progression.<h4>Discussion</h4>We for the first time presented a spatiotemporal atlas that systematically described the cellular heterogeneity and spatial map along the four developmental steps of HPV-related cervical oncogenesis, including normal, HPV-positive normal, HSIL and cancer. We identified three unique HPV-related clusters, discovered critical node genes that determined the cell fate and uncovered the immune remodeling during disease escalation.<h4>Conclusion</h4>Together, these findings provided novel possibilities for accurate diagnosis, precise treatment and prognosis evaluation of patients with precancer and cervical cancer.

Open in Vitessce
Visium
Human uterine cervix
NCBI1
human uterine cervix cervical carcinoma 167 MB 1,593 obs silver H&E
TechnologyVisium
Organismhuman
Tissueuterine cervix
Conditioncervical carcinoma
Size167 MB
Obs1,593
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human uterine cervix
NCBI3
human uterine cervix cervical intraepithelial neoplasia grade 2/3 128 MB 579 obs silver H&E
TechnologyVisium
Organismhuman
Tissueuterine cervix
Conditioncervical intraepithelial neoplasia grade 2/3
Size128 MB
Obs579
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human uterine cervix
NCBI4
human uterine cervix human papilloma virus infection 139 MB 1,054 obs silver H&E
TechnologyVisium
Organismhuman
Tissueuterine cervix
Conditionhuman papilloma virus infection
Size139 MB
Obs1,054
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human uterine cervix
NCBI2
human uterine cervix cervical carcinoma 173 MB 1,757 obs silver H&E
TechnologyVisium
Organismhuman
Tissueuterine cervix
Conditioncervical carcinoma
Size173 MB
Obs1,757
silver H&E Open in Vitessce

Cite this collection

doi.org/10.1002/ctm2.1219 ↗
BibTeX
@article{Guo_2023,
  title = {Spatiotemporally deciphering the mysterious mechanism of persistent HPV‐induced malignant transition and immune remodelling from HPV‐infected normal cervix, precancer to cervical cancer: Integrating single‐cell RNA‐sequencing and spatial transcriptome},
  volume = {13},
  ISSN = {2001-1326},
  url = {http://dx.doi.org/10.1002/ctm2.1219},
  DOI = {10.1002/ctm2.1219},
  number = {3},
  journal = {Clinical and Translational Medicine},
  publisher = {Wiley},
  author = {Guo, Chenyan and Qu, Xinyu and Tang, Xiaoyan and Song, Yu and Wang, Jue and Hua, Keqin and Qiu, Junjun},
  year = {2023},
  month = Mar
}