diff --git a/README.Rmd b/README.Rmd
index 782302b43..51040dffa 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -42,13 +42,8 @@ Visit the Giotto [Discussions](https://github.com/drieslab/Giotto/discussions) p
 
 ## References
 
-- [Dries, R., Zhu, Q. et al. Giotto: a toolbox for integrative analysis
-  and visualization of spatial expression data. Genome Biology
-  (2021).](https://genomebiology.biomedcentral.com/articles/10.1186/s13059-021-02286-2)
-- [Dries, R., Chen, J. et al. Advances in spatial transcriptomic data
-  analysis. Genome Research
-  (2021).](https://genome.cshlp.org/content/31/10/1706.long)
-- [Del Rossi, N., Chen, J. et al. Analyzing Spatial Transcriptomics Data
-  Using Giotto. Current Protocols
-  (2022).](https://currentprotocols.onlinelibrary.wiley.com/doi/abs/10.1002/cpz1.405)
+- [Jiaji George Chen, Joselyn Cristina Chávez-Fuentes, et al. Giotto Suite: a multi-scale and technology-agnostic spatial multi-omics analysis ecosystem. bioRxiv (2023).](https://www.biorxiv.org/content/10.1101/2023.11.26.568752v1)
+- [Dries, R., Zhu, Q. et al. Giotto: a toolbox for integrative analysis and visualization of spatial expression data. Genome Biology (2021).](https://genomebiology.biomedcentral.com/articles/10.1186/s13059-021-02286-2)
+- [Dries, R., Chen, J. et al. Advances in spatial transcriptomic data analysis. Genome Research (2021).](https://genome.cshlp.org/content/31/10/1706.long)
+- [Del Rossi, N., Chen, J. et al. Analyzing Spatial Transcriptomics Data Using Giotto. Current Protocols (2022).](https://currentprotocols.onlinelibrary.wiley.com/doi/abs/10.1002/cpz1.405)
 
diff --git a/README.md b/README.md
index 09eaa1f85..c163a5465 100644
--- a/README.md
+++ b/README.md
@@ -37,12 +37,7 @@ Visit the Giotto [Discussions](https://github.com/drieslab/Giotto/discussions) p
 
 ## References
 
-- [Dries, R., Zhu, Q. et al. Giotto: a toolbox for integrative analysis
-  and visualization of spatial expression data. Genome Biology
-  (2021).](https://genomebiology.biomedcentral.com/articles/10.1186/s13059-021-02286-2)
-- [Dries, R., Chen, J. et al. Advances in spatial transcriptomic data
-  analysis. Genome Research
-  (2021).](https://genome.cshlp.org/content/31/10/1706.long)
-- [Del Rossi, N., Chen, J. et al. Analyzing Spatial Transcriptomics Data
-  Using Giotto. Current Protocols
-  (2022).](https://currentprotocols.onlinelibrary.wiley.com/doi/abs/10.1002/cpz1.405)
+- [Jiaji George Chen, Joselyn Cristina Chávez-Fuentes, et al. Giotto Suite: a multi-scale and technology-agnostic spatial multi-omics analysis ecosystem. bioRxiv (2023).](https://www.biorxiv.org/content/10.1101/2023.11.26.568752v1)
+- [Dries, R., Zhu, Q. et al. Giotto: a toolbox for integrative analysis and visualization of spatial expression data. Genome Biology (2021).](https://genomebiology.biomedcentral.com/articles/10.1186/s13059-021-02286-2)
+- [Dries, R., Chen, J. et al. Advances in spatial transcriptomic data analysis. Genome Research (2021).](https://genome.cshlp.org/content/31/10/1706.long)
+- [Del Rossi, N., Chen, J. et al. Analyzing Spatial Transcriptomics Data Using Giotto. Current Protocols (2022).](https://currentprotocols.onlinelibrary.wiley.com/doi/abs/10.1002/cpz1.405)