RESUMO
The application of systems biology tools in analyzing heterogeneous data from multiple sources has become a necessity, especially in biomarker discovery. Such tools were developed with several approaches to address different types of research questions and hypotheses. In the field of neurotrauma and traumatic brain injury (TBI), three distinct approaches have been used so far as systems biology tools, namely functional group categorization, pathway analysis, and protein-protein interaction (PPI) networks. The databases allow for query of the system to identify candidate targets which can be further studied to elucidate potential downstream biomarkers indicative of disease progression, severity, and improvement. The various systems biology tools, databases, and strategies that can be implemented on available TBI data in neuroproteomic studies are discussed in this chapter.
Assuntos
Lesões Encefálicas Traumáticas/etiologia , Lesões Encefálicas Traumáticas/metabolismo , Proteoma , Proteômica , Biologia de Sistemas , Biomarcadores , Lesões Encefálicas Traumáticas/patologia , Lesões Encefálicas Traumáticas/terapia , Humanos , Mapeamento de Interação de Proteínas , Mapas de Interação de Proteínas , Proteômica/métodos , Transdução de Sinais , Biologia de Sistemas/métodos , Nanomedicina TeranósticaRESUMO
Years of research in the field of neurotrauma have led to the concept of applying systems biology as a tool for biomarker discovery in traumatic brain injury (TBI). Biomarkers may lead to understanding mechanisms of injury and recovery in TBI and can be potential targets for wound healing, recovery, and increased survival with enhanced quality of life. The literature available on neurotrauma studies from both animal and clinical studies has provided rich insight on the molecular pathways and complex networks of TBI, elucidating the proteomics of this disease for the discovery of biomarkers. With such a plethora of information available, the data from the studies require databases with tools to analyze and infer new patterns and associations. The role of different systems biology tools and their use in biomarker discovery in TBI are discussed in this chapter.