Prioritizing TWAS Genetic Biomarkers for Melanoma Metastasis via Gene Expression Profiling*

2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology(2023)

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摘要
The development of novel therapeutic approaches that target gene alterations in melanoma cells remains an area of active research. This study prioritized ten genes out of 76 genes - associated with melanoma through a transcriptome-wide association study (TWAS). We investigated the potential of the identified ten genes in prognosis of metastasis in melanoma patients.Clinical Relevance: Our findings have clinical implications for melanoma treatment strategies. Targeted therapies that specifically address the dysregulation of our 10 genes may hold promise in preventing or slowing melanoma metastasis.
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关键词
Gene Expression Profiles,Transcriptome-wide Association Study,Metastatic Patients,Melanoma Patients,Prognosis Genes,Malignant Tumors,Primary Tumor,Genome-wide Association Studies,Support Vector Machine,Machine Learning Models,Metastatic Melanoma Patients,IL-1alpha
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