# Transcriptome-Based Treatment for Melanoma With Brain Metastasis: A Case Report

**Authors:** Mohamad Ammar Ayass, Kristen Melendez, Natalya Griko, Jin Zhang, Lina Abi-Mosleh

PMC · DOI: 10.7759/cureus.56494 · 2024-03-19

## TL;DR

This case report describes a personalized treatment approach for melanoma with brain metastasis using transcriptome analysis to identify gene markers and potential therapies.

## Contribution

The study introduces a transcriptomics-based method to identify gene expression biomarkers and pathways for personalized treatment selection in melanoma with brain metastasis.

## Key findings

- Transcriptome analysis identified 7 upregulated and 11 downregulated genes in blood, and 16 upregulated and 3 downregulated genes in tumor tissue.
- CDK4 pathway overactivity was linked to potential inhibitors like ribociclib, abemaciclib, and palbociclib as putative treatments.
- The approach showed 14% and 33% enrichment in blood and tissue, respectively, with 5 shared markers and 12 shared pathways.

## Abstract

Malignant melanoma with brain metastasis has a high mortality rate. New approaches for diagnosis and treatment are urgently required to improve prognosis. Here we present a 60-year-old male with metastatic melanoma to the brain. Using a transcriptomics pipeline, we analyzed whole blood and resected tumor tissue, identifying enriched gene expression biomarkers and pathways - including seven upregulated ( BRAF, CDK4, EIF1AX, IK, NRAS, PIK3R2, and TP53) and 11 downregulated (CASP8, CDK10, CDKN2A, CTLA4, GNA11, HERC2, IRF4, MC1R, PLA2G6, RREB1, and TPCN2) genes in the blood (across 15 pathways), showing 14% enrichment, and 16 upregulated (CCND1, CDK4, CTLA4, EIF1AX, IK, IRF4, MITF, NRAS, PIK3CB, PIK3R2, PMEL, RREB1, SLC45A2, SOX10, TYR, and TYRP1) and three downregulated ( GNA11, KITLG, and PLA2G6) genes in tissue (across 17 pathways), showing 33% enrichment, with five shared markers and 12 shared pathways. The model connected CDK4 pathway overactivity observed in both samples to inhibitors like ribociclib, abemaciclib, and palbociclib as putative treatments. By enabling objective personalized therapy selection, this approach shows great promise for advancing patient outcomes.

## Linked entities

- **Genes:** BRAF (B-Raf proto-oncogene, serine/threonine kinase) [NCBI Gene 673], CDK4 (cyclin dependent kinase 4) [NCBI Gene 1019], EIF1AX (eukaryotic translation initiation factor 1A X-linked) [NCBI Gene 1964], IK (IK cytokine) [NCBI Gene 3550], NRAS (NRAS proto-oncogene, GTPase) [NCBI Gene 4893], PIK3R2 (phosphoinositide-3-kinase regulatory subunit 2) [NCBI Gene 5296], TP53 (tumor protein p53) [NCBI Gene 7157], CASP8 (caspase 8) [NCBI Gene 841], CDK10 (cyclin dependent kinase 10) [NCBI Gene 8558], CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029], CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493], GNA11 (G protein subunit alpha 11) [NCBI Gene 2767], HERC2 (HECT and RLD domain containing E3 ubiquitin protein ligase 2) [NCBI Gene 8924], IRF4 (interferon regulatory factor 4) [NCBI Gene 3662], MC1R (melanocortin 1 receptor) [NCBI Gene 4157], PLA2G6 (phospholipase A2 group VI) [NCBI Gene 8398], RREB1 (ras responsive element binding protein 1) [NCBI Gene 6239], TPCN2 (two pore segment channel 2) [NCBI Gene 219931], CCND1 (cyclin D1) [NCBI Gene 595], PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291], PMEL (premelanosome protein) [NCBI Gene 6490], RREB1 (ras responsive element binding protein 1) [NCBI Gene 6239], SLC45A2 (solute carrier family 45 member 2) [NCBI Gene 51151], SOX10 (SRY-box transcription factor 10) [NCBI Gene 6663], TYR (tyrosinase) [NCBI Gene 7299], TYRP1 (tyrosinase related protein 1) [NCBI Gene 7306], KITLG (KIT ligand) [NCBI Gene 4254]
- **Diseases:** melanoma (MONDO:0005105)

## Full-text entities

- **Genes:** PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, PMEL (premelanosome protein) [NCBI Gene 6490] {aka D12S53E, HMB-45, HMB45, ME20, ME20-M, ME20M}, CCND1 (cyclin D1) [NCBI Gene 595] {aka BCL1, D11S287E, PRAD1, U21B31}, KITLG (KIT ligand) [NCBI Gene 4254] {aka DCUA, DFNA69, FPH2, FPHH, KL-1, Kitl}, RREB1 (ras responsive element binding protein 1) [NCBI Gene 6239] {aka FINB, HNT, LZ321, RREB-1, Zep-1}, CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493] {aka ALPS5, CD, CD152, CELIAC3, CTLA-4, GRD4}, CDK10 (cyclin dependent kinase 10) [NCBI Gene 8558] {aka ALSAS, PISSLRE}, BRAF (B-Raf proto-oncogene, serine/threonine kinase) [NCBI Gene 673] {aka B-RAF1, B-raf, BRAF-1, BRAF1, NS7, RAFB1}, MITF (melanocyte inducing transcription factor) [NCBI Gene 4286] {aka CMM8, COMMAD, MI, MITF-A, WS2, WS2A}, TPCN2 (two pore segment channel 2) [NCBI Gene 219931] {aka SHEP10, TPC2}, CASP8 (caspase 8) [NCBI Gene 841] {aka ALPS2B, CAP4, Casp-8, FLICE, MACH, MCH5}, HERC2 (HECT and RLD domain containing E3 ubiquitin protein ligase 2) [NCBI Gene 8924] {aka D15F37S1, MRT38, SHEP1, jdf2, p528}, EIF1AX (eukaryotic translation initiation factor 1A X-linked) [NCBI Gene 1964] {aka EIF1A, EIF1AP1, EIF4C, eIF-1A, eIF-4C}, CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029] {aka ARF, CAI2, CDK4I, CDKN2, CMM2, INK4}, PIK3R2 (phosphoinositide-3-kinase regulatory subunit 2) [NCBI Gene 5296] {aka MPPH, MPPH1, P85B, p85, p85-BETA, p85beta}, IRF4 (interferon regulatory factor 4) [NCBI Gene 3662] {aka IMD131, LSIRF, MUM1, NF-EM5, SHEP8}, CDK4 (cyclin dependent kinase 4) [NCBI Gene 1019] {aka CMM3, MCPH31, PSK-J3}, NRAS (NRAS proto-oncogene, GTPase) [NCBI Gene 4893] {aka ALPS4, CMNS, N-ras, NCMS, NRAS1, NS6}, PLA2G6 (phospholipase A2 group VI) [NCBI Gene 8398] {aka CaI-PLA2, GVI, INAD1, IPLA2-VIA, NBIA2, NBIA2A}, GNA11 (G protein subunit alpha 11) [NCBI Gene 2767] {aka FBH, FBH2, FHH2, GNA-11, HG1K, HHC2}, SLC45A2 (solute carrier family 45 member 2) [NCBI Gene 51151] {aka 1A1, AIM1, MATP, OCA4, SHEP5}, TYRP1 (tyrosinase related protein 1) [NCBI Gene 7306] {aka CAS2, CATB, GP75, OCA3, TRP, TRP1}, SOX10 (SRY-box transcription factor 10) [NCBI Gene 6663] {aka DOM, PCWH, SOX-10, WS2E, WS4, WS4C}, MC1R (melanocortin 1 receptor) [NCBI Gene 4157] {aka CMM5, MSH-R, SHEP2}
- **Diseases:** Malignant melanoma (MESH:D008545), metastatic (MESH:D000092182), tumor (MESH:D009369), Brain Metastasis (MESH:D009362)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC11026116/full.md

---
Source: https://tomesphere.com/paper/PMC11026116