Statistical Methods In Proteomics
نویسندگان
چکیده
Proteomics technologies are rapidly evolving and attracting great attention in the post-genome era. In this chapter, we review two key applications of proteomics techniques: disease biomarker discovery and protein/peptide identification. For each of the applications, we will state the major issues related to statistical modeling and analysis, review related work, discuss their strength and weakness, and point out unsolved problems for future research.
منابع مشابه
Protein-Protein Interaction Analysis of Common Top Genes in Obsessive-Compulsive disorder (OCD) and Schizophrenia: Towards New Drug Approach
Comorbidty is common among psychiatric disorders including obsessive-compulsive disorder and schizophrenia with a high rate. Many studies suggested that the disorders may have same etiological bases. In this regard, shared pathways of glutamate, dopaminergic, and serotonin are the known ones. Here, the common significant genes are examined to understand the possible molecular origin of the diso...
متن کاملProtein-Protein Interaction Analysis of Common Top Genes in Obsessive-Compulsive disorder (OCD) and Schizophrenia: Towards New Drug Approach
Comorbidty is common among psychiatric disorders including obsessive-compulsive disorder and schizophrenia with a high rate. Many studies suggested that the disorders may have same etiological bases. In this regard, shared pathways of glutamate, dopaminergic, and serotonin are the known ones. Here, the common significant genes are examined to understand the possible molecular origin of the diso...
متن کاملProteomics Applications in Health: Biomarker and Drug Discovery and Food Industry
Advancing in genome sequencing has greatly propelled the understanding of the living world, however, it is insufficient for full description of a biological system. Focusing on, proteomics has emerged as another large-scale platform for improving the understanding of biology. Proteomic experiments can be used for different aspects of clinical and health sciences such as food technology, biomark...
متن کاملProteomics Applications in Health: Biomarker and Drug Discovery and Food Industry
Advancing in genome sequencing has greatly propelled the understanding of the living world, however, it is insufficient for full description of a biological system. Focusing on, proteomics has emerged as another large-scale platform for improving the understanding of biology. Proteomic experiments can be used for different aspects of clinical and health sciences such as food technology, biomark...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2004