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Prospective validation in epithelial tumors of a gene expression predictor of liver metastasis derived from uveal melanoma.

ABSTRACT: Predicting the risk of liver metastasis can have important prognostic and therapeutic implications, given the availability of liver-directed therapy. Uveal melanoma has a striking predisposition for liver metastasis despite the absence of anatomical proximity. Understanding its biology may uncover factors promoting liver metastasis in other malignancies. We quantified gene expression by RNAseq in 76 uveal melanomas and combined with public data in a meta-analysis of 196 patients. The meta-analysis of uveal melanoma gene expression identified 63 genes which remained prognostic after adjustment for chromosome 3 status. Two genes, PTP4A3 and JPH1, were selected by L1-penalized regression and combined in a prognostic score. The score predicted liver-specific relapse in a public pan-cancer dataset and in two public colorectal cancer datasets. The score varied between colorectal consensus molecular subtypes (CMS), as did the risk of liver relapse, which was lowest in CMS1. Additional prospective validation was done by real-time PCR in 463 breast cancer patients. The score was significantly correlated with liver relapse in hormone receptor positive tumors. In conclusion, the expression of PTP4A3 and JPH1 correlates with risk of liver metastasis in colorectal cancer and breast cancer. The underlying biological mechanism is an interesting area for further research.

SUBMITTER: Tsantoulis P

PROVIDER: S-EPMC6868129 | biostudies-literature | 2019 Nov

REPOSITORIES: biostudies-literature

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Prospective validation in epithelial tumors of a gene expression predictor of liver metastasis derived from uveal melanoma.

Tsantoulis Petros P Delorenzi Mauro M Bièche Ivan I Vacher Sophie S Mariani Pascale P Cassoux Nathalie N Houy Alexandre A Stern Marc-Henri MH Roman-Roman Sergio S Dietrich Pierre-Yves PY Roth Arnaud A Cacheux Wulfran W

Scientific reports 20191120 1

Predicting the risk of liver metastasis can have important prognostic and therapeutic implications, given the availability of liver-directed therapy. Uveal melanoma has a striking predisposition for liver metastasis despite the absence of anatomical proximity. Understanding its biology may uncover factors promoting liver metastasis in other malignancies. We quantified gene expression by RNAseq in 76 uveal melanomas and combined with public data in a meta-analysis of 196 patients. The meta-analys ...[more]

PMID: 31748560

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Project description:BACKGROUND:Patients with metastatic uveal melanoma (MUM) in the liver usually die within 1 year. The development of new treatments for MUM has been limited by the lack of diverse MUM cell lines and appropriate animal models. We previously reported that orthotopic xenograft mouse models established by direct injection of MUM cells into the liver were useful for the analysis associated with tumor microenvironment in the liver. However, considering that patients with UM metastasize to the liver hematogenously, direct liver injection model might not be suitable for investigation on various mechanisms of liver metastasis. Here, we aim to establish new orthotopic xenograft models via hematogenous dissemination of tumor cells to the liver, and to compare their characteristics with the hepatic injection model. We also determine if hepatic tumors could be effectively monitored with non-invasive live imaging. METHODS:tdtTomate-labeled, patient-derived MUM cells were injected into the liver, spleen or tail vein of immunodeficient NSG mice. Tumor growth was serially assessed with In Vivo Imaging System (IVIS) images once every week. Established hepatic tumors were evaluated with CT scan and then analyzed histologically. RESULTS:We found that splenic injection could consistently establish hepatic tumors. Non-invasive imaging showed that the splenic injection model had more consistent and stronger fluorescent intensity compared to the hepatic injection model. There were no significant differences in tumor growth between splenic injection with splenectomy and without splenectomy. The splenic injection established hepatic tumors diffusely throughout the liver, while the hepatic injection of tumor cells established a single localized tumor. Long-term monitoring of tumor development showed that tumor growth, tumor distribution in the liver, and overall survival depended on the number of tumor cells injected to the spleen. CONCLUSION:We established a new orthotopic hepatic metastatic xenograft mouse model by splenic injection of MUM cells. The growth of orthotopic hepatic tumors could be monitored with non-invasive IVIS imaging. Moreover, we evaluated the therapeutic effect of a MEK inhibitor by using this model. Our findings suggest that our new orthotopic liver metastatic mouse model may be useful for preclinical drug screening experiments and for the analysis of liver metastasis mechanisms.

Project description:Background Overall survival (OS) for patients with uveal melanoma (UM) hepatic metastases is extremely poor. Therefore, stabilization of hepatic metastases is essential to prolonging OS. Purpose To assess the safety and effectiveness of radioembolization (RE) for treatment of UM hepatic metastases. Materials and Methods Enrollment for this prospective phase II trial began November 2011 and concluded January 2017. Treatment-naïve participants (group A) and participants who progressed after immunoembolization (group B) with hepatic tumor burden less than 50% underwent RE. Participants were followed for 1 month and every 3 months for acute and delayed toxicities, respectively. MRI, CT, and PET were performed every 3 months to evaluate for tumor response and extrahepatic disease. Participants were followed for at least 2 years or until death. Kaplan-Meier method and multivariable Cox proportional hazard models were used for data analysis. Results In group A, 24 participants (mean age ± standard deviation, 59 years ± 13; 13 men and 11 women) underwent unilobar (n = 7), fractionated whole-liver (n = 1), or sequential lobar (n = 16) RE. One participant was excluded from the trial. Complete response (n = 0), partial response (n = 9), or stable disease (n = 11) was achieved in 20 of 23 (87.0%; 95% confidence interval [CI]: 66.4%, 97.2%) participants. Median progression-free survival from liver metastasis was 8.1 months (95% CI: 6.4, 11.8; range, 3.3-33.7 months). Median OS was 18.5 months (95% CI: 11.3, 23.5; range, 6.5-73.7 months). In group B, 24 participants (mean age, 58 years ± 10; nine men and 15 women) underwent unilobar (n = 5) or sequential lobar (n = 19) RE. Complete response (n = 0), partial response (n = 8), or stable disease (n = 6) was achieved in 14 of 24 (58.3%; 95% CI: 36.3%, 77.9%) participants. Median progression-free survival from liver metastasis was 5.2 months (95% CI: 3.7, 9.8; range, 2.9-22.0 months). Median OS was 19.2 months (95% CI: 11.5, 24.0; range, 4.8-76.6 months). Grade 3 treatment-related toxicities included transient lymphopenia (group A, n = 1; group B, n = 1), pain (group A, n = 2) and nausea or vomiting (group A, n = 1). Conclusion Radioembolization is a promising treatment for patients with uveal melanoma hepatic metastases. © RSNA, 2019 Online supplemental material is available for this article.

Project description:BackgroundMetastatic uveal melanoma is a highly fatal disease; most patients die from their hepatic metastasis within 1 year. A major drawback in the development of new treatments for metastatic uveal melanoma is the difficulty in obtaining appropriate cell lines and the lack of appropriate animal models. Patient-derived xenograft (PDX) tumor models, bearing ectopically implanted tumors at a subcutaneous site, have been developed. However, these ectopically implanted PDX models have obstacles to translational research, including a low engraftment rate, slow tumor growth, and biological changes after multiple passages due to the different microenvironment. To overcome these limitations, we developed a new method to directly transplant biopsy specimens to the liver of immunocompromised mice.ResultsBy using two metastatic uveal melanoma cell lines, we demonstrated that the liver provides a more suitable microenvironment for tumor growth compared to subcutaneous sites and that surgical orthotopic implantation (SOI) of tumor pieces allows the creation of a liver tumor in immunocompromised mice. Subsequently, 10 of 12 hepatic metastasis specimens from patients were successfully xenografted into the immunocompromised mice (83.3% success rate) using SOI, including 8 of 10 needle biopsy specimens (80%). Additionally, four cryopreserved PDX tumors were re-implanted to new mice and re-establishment of PDX tumors was confirmed in all four mice. The serially passaged xenograft tumors as well as the re-implanted tumors after cryopreservation were similar to the original patient tumors in histologic, genomic, and proteomic expression profiles. CT imaging was effective for detecting and monitoring PDX tumors in the liver of living mice. The expression of Ki67 in original patient tumors was a predictive factor for implanted tumor growth and the success of serial passages in PDX mice.ConclusionsSurgical orthotopic implantation of hepatic metastasis from uveal melanoma is highly successful in the establishment of orthotopic PDX models, enhancing their practical utility for research applications. By using CT scan, tumor growth can be monitored, which is beneficial to evaluate treatment effects in interventional studies.

Dataset Information

Prospective validation in epithelial tumors of a gene expression predictor of liver metastasis derived from uveal melanoma.

Publications

Prospective validation in epithelial tumors of a gene expression predictor of liver metastasis derived from uveal melanoma.

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