Brain metastasis DNA methylomes, a novel resource for the identification of biological and clinical features.
Matthew P SalomonJavier I J OrozcoJames S WilmottParvinder HothiAyla O Manughian-PeterCharles S CobbsRichard A ScolyerDave S B HoonDiego M MarzesePublished in: Scientific data (2018)
Brain metastases (BM) are one the most lethal and poorly managed clinical complications in cancer patients. These secondary tumors represent the most common intracranial neoplasm in adults, most frequently originating from lung cancer, breast cancer, and cutaneous melanoma. In primary brain tumors, such as gliomas, recent advances in DNA methylation profiling have allowed for a comprehensive molecular classification. Such data provide prognostic information, in addition to helping predict patient response to specific systemic therapies. However, epigenetic alterations of metastatic brain tumors with specific biological and translational relevance still require much further exploration. Using the widely employed Illumina Infinium HumanMethylation 450K platform, we have generated a cohort of genome-wide DNA methylomes from ninety-six needle-dissected BM specimens from patients with lung cancer, breast cancer, and cutaneous melanoma with clinical, pathological, and demographic annotations. This resource offers an unprecedented and unique opportunity to identify novel DNA methylation features influencing the behavior of brain metastasis, and thus accelerate the discovery of BM-specific theranostic epigenetic alterations.
Keyphrases
- dna methylation
- genome wide
- gene expression
- brain metastases
- small cell lung cancer
- circulating tumor
- single molecule
- white matter
- resting state
- copy number
- machine learning
- squamous cell carcinoma
- cell free
- photodynamic therapy
- high grade
- deep learning
- healthcare
- single cell
- functional connectivity
- social media
- cerebral ischemia
- young adults
- brain injury
- health information
- multiple sclerosis