The DenMark manuscript is under review at Cell Reports Methods. If you use DenMark in your research, please cite the preprint:
Xu M, Schmidt AM, Zhang Q. DenMark: A Bayesian Hierarchical Model for Identifying Cell-Density Correlated Genes from Spatial Transcriptomics. bioRxiv, 2026. doi: 10.64898/2026.04.02.713482
GitHub’s “Cite this repository” button uses the CITATION.cff
file in the repository. In R, citation() gives the
reference for the paper and for the installed version of the
package:
citation("DenMark")## To cite DenMark in publications, please use the paper:
##
## Xu M, Schmidt AM, Zhang Q (2026). DenMark: A Bayesian Hierarchical
## Model for Identifying Cell-Density Correlated Genes from Spatial
## Transcriptomics. bioRxiv. doi:10.64898/2026.04.02.713482. Preprint;
## the revised manuscript is under review at Cell Reports Methods.
##
## and, for the software:
##
## Xu M, Schmidt AM, Zhang Q (2026). DenMark: Cell-Density Correlated
## Genes from Spatial Transcriptomics. R package version 0.9.0.
## https://github.com/StaGill/DenMark
##
## To see these entries in BibTeX format, use 'print(<citation>,
## bibtex=TRUE)', 'toBibtex(.)', or set
## 'options(citation.bibtex.max=999)'.
BibTeX
@article{xu2026denmark,
title = {{DenMark}: A Bayesian Hierarchical Model for Identifying Cell-Density Correlated Genes from Spatial Transcriptomics},
author = {Xu, Mingchi and Schmidt, Alexandra M. and Zhang, Qihuang},
journal = {bioRxiv},
year = {2026},
doi = {10.64898/2026.04.02.713482},
note = {Preprint; the revised manuscript is under review at Cell Reports Methods}
}Corresponding authors
Alexandra M. Schmidt (alexandra.schmidt@mcgill.ca) and Qihuang Zhang (qihuang.zhang@mcgill.ca, lead contact)
Department of Epidemiology, Biostatistics and Occupational Health,
McGill University, Montreal, QC H3A 1Y7, Canada