Abstract
Uveal melanoma (UM), the most common intraocular cancer in adults, metastasizes to the liver in 90% of cases. Integrating DNA sequencing of 144 metastases with decade-long patient outcomes, we found that liver metastases are more enriched for BAP1-mutant, monosomy 3 clones, compared to extrahepatic metastases. BAP1 loss in liver metastases independently predicts poorer post-metastatic survival. Patterns of dissemination are set early in primary tumors, enabling molecular profiling to forecast metastatic spread.
Data availability
Clinical data is available upon request. All patients’ data analyzed from published studies are publicly available accordingly. All raw sequencing data generated for this study will be deposited to NCBI’s Gene Expression Omnibus (GEO) database prior to publication. The Ny et al. 2021 data is available in the European Genome-phenome Archive (EGA) under the accession code EGAS00001005478. The Karlsson et al. 2020 data used in this study is available in EGA under the accession code EGAS00001004296. The Nguyen et al.11 data was download from the cBioPortal study MSK-MetTropism (MSK, Cell 2021) and was filtered for patients with metastatic uveal melanoma. The TCGA Uveal melanoma data by Robertson et al.9 was accessed through cBioPortal (Uveal Melanoma (TCGA, PanCancer Atlas))18,19,20,21,22,23,24,25.
References
Jager, M. J. et al. Uveal melanoma. Nat. Rev. Dis. Primers 6, 24 (2020).
Gao, Y. et al. Metastasis organotropism: redefining the congenial soil. Dev. Cell 49, 375–391 (2019).
Nguyen, D. X., Bos, P. D. & Massagué, J. Metastasis: from dissemination to organ-specific colonization. Nat. Rev. Cancer 9, 274–284 (2009).
Collaborative Ocular Melanoma Study Group. Assessment of metastatic disease status at death in 435 patients with large choroidal melanoma in the Collaborative Ocular Melanoma Study (COMS): COMS report no. 15. Arch. Ophthalmol. 119, 670–676 (2001).
Diener-West, M. et al. Development of metastatic disease after enrollment in the COMS trials for treatment of choroidal melanoma: Collaborative Ocular Melanoma Study Group Report No. 26. Arch. Ophthalmol. 123, 1639–1643 (2005).
Demkowicz, P. et al. Determinants of overall survival in patients with metastatic uveal melanoma. Cancer 129, 3275–3286 (2023).
Bakhoum, M. F. & Esmaeli, B. Molecular characteristics of uveal melanoma: Insights from the Cancer Genome Atlas (TCGA) project. Cancers 11, 1061 (2019).
Decatur, C. L. et al. Driver mutations in uveal melanoma: Associations with gene expression profile and patient outcomes. JAMA Ophthalmol. 134, 728–733 (2016).
Robertson, A. G. et al. Integrative analysis identifies four molecular and clinical subsets in uveal melanoma. Cancer Cell 32, 204–220.e15 (2017).
Karlsson, J. et al. Molecular profiling of driver events in metastatic uveal melanoma. Nat. Commun. 11, 1894 (2020).
Nguyen, B. et al. Genomic characterization of metastatic patterns from prospective clinical sequencing of 25,000 patients. Cell 185, 563–575.e11 (2022).
Ny, L. et al. The PEMDAC phase 2 study of pembrolizumab and entinostat in patients with metastatic uveal melanoma. Nat. Commun. 12, 5155 (2021).
Royer-Bertrand, B. et al. Comprehensive genetic landscape of uveal melanoma by whole-genome sequencing. Am. J. Hum. Genet. 99, 1190–1198 (2016).
Tschentscher, F. et al. Tumor classification based on gene expression profiling shows that uveal melanomas with and without monosomy 3 represent two distinct entities. Cancer Res. 63, 2578–2584 (2003).
Onken, M. D., Worley, L. A., Ehlers, J. P. & Harbour, J. W. Gene expression profiling in uveal melanoma reveals two molecular classes and predicts metastatic death. Cancer Res. 64, 7205–7209 (2004).
Prescher, G. et al. Prognostic implications of monosomy 3 in uveal melanoma. Lancet 347, 1222–1225 (1996).
Harbour, J. W. et al. Frequent mutation of BAP1 in metastasizing uveal melanomas. Science 330, 1410–1413 (2010).
Hoadley, K. A. et al. Cell-of-origin patterns dominate the molecular classification of 10,000 tumors from 33 types of cancer. Cell 173, 291–304.e6 (2018).
Ellrott, K. et al. Scalable open science approach for mutation calling of tumor exomes using multiple genomic pipelines. Cell Syst. 6, 271–281.e7 (2018).
Taylor, A. M. et al. Genomic and functional approaches to understanding cancer aneuploidy. Cancer Cell 33, 676–689.e3 (2018).
Liu, J. et al. An integrated TCGA Pan-Cancer Clinical Data Resource to drive high-quality survival outcome analytics. Cell 173, 400–416.e11 (2018).
Sanchez-Vega, F. et al. Oncogenic signaling pathways in The Cancer Genome Atlas. Cell 173, 321–337.e10 (2018).
Gao, Q. et al. Driver fusions and their implications in the development and treatment of human cancers. Cell Rep. 23, 227–238.e3 (2018).
Ding, L. et al. Perspective on oncogenic processes at the end of the beginning of cancer genomics. Cell 173, 305–320.e10 (2018).
Bonneville, R. et al. Landscape of microsatellite instability across 39 cancer types. JCO Precis. Oncol. 2017, PO.17.00073 (2017).
Acknowledgements
We would like to acknowledge the Specimen Resource Core Yale SPORE in Skin Cancer for their samples and analysis provided for this study. M.F.B. is supported by NIH Research Grant P30CA016359 and 2P50CA121974 from the National Cancer Institute, R21EY035090 from the National Eye Institute, by the Office of the Assistant Secretary of Defense for Health Affairs through the Melanoma Research Program under Award No. HT9425-23-1-1070, and by a grant from the Connecticut Lions Eye Research Foundation.
Author information
Authors and Affiliations
Contributions
B.J. and M.F.B. designed the study. B.J., E.H., P.D., M.M., R.L., J.S., M.B., M.S., and H.K. collected and/or reviewed clinical data. A.B. and R.H. supplied tumor specimens and performed sequencing. M.F.B. supervised the project, and, together with B.J., drafted the manuscript with input from all authors.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.
About this article
Cite this article
Jones, B.S.C.L., Hammes, E., Demkowicz, P.C. et al. Clonal determinants of organotropism and survival in metastatic uveal melanoma. npj Precis. Onc. (2026). https://doi.org/10.1038/s41698-026-01274-8
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41698-026-01274-8