Integrative approach of omics and imaging data to discover new insights for understanding brain diseases

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초록

Treatments that can completely resolve brain diseases have yet to be discovered. Omics is a novel technology that allows researchers to understand the molecular pathways underlying brain diseases. Multiple omics, including genomics, transcriptomics and proteomics, and brain imaging technologies, such as MRI, PET and EEG, have contributed to brain disease-related therapeutic target detection. However, new treatment discovery remains challenging. We focused on establishing brain multi-molecular maps using an integrative approach of omics and imaging to provide insights into brain disease diagnosis and treatment. This approach requires precise data collection using omics and imaging technologies, data processing and normalization. Incorporating a brain molecular map with the advanced technologies through artificial intelligence will help establish a system for brain disease diagnosis and treatment through regulation at the molecular level.

키워드

brain diseasesgenomicsMRIPETproteomicsAUTISM SPECTRUM DISORDERALZHEIMERS-DISEASEBIOMARKERSTRANSCRIPTOMICSCHALLENGESSTRATEGIESDIAGNOSISBIOLOGYPET
제목
Integrative approach of omics and imaging data to discover new insights for understanding brain diseases
저자
Yoon, Jong HyukLee, HagyeongKwon, DayoungLee, DonghaLee, SeulahCho, EunjiKim, JaehoonKim, Dayea
DOI
10.1093/braincomms/fcae265
발행일
2024-08
저널명
Brain Communications
6
4