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Define systems biology
how molecules interact and come together to give rise to subcellular machinery, forming functional units capable of operations that are needed for cell, tissue/organ level phsiological functions
what is a genome
a set of chromosomes
describe genomics
considering genes in the context of the whole genome, providing a understanding of how genes are organized within chromosomes and the whole genome. charaterictics of genes-sequence and single nucleotide polymorphisms, mutations and copy number variations
describe epigenomids
DNA methylation of genes
describe transcriptions
regulations of gene expression and patterns of mRNA expression
what is the top down approach
the description of a system as a whole, Understanding the systems charctericts and capabilites.
relations are identified via correlation and casual inference is not possible
what is the bottom up apprach
starting with cellular components to develop an understanding of how functional systems such as how subcellular machines are assembles, controlled and operated
what are dynamical models
based on differential equations and can quantitavely estimate how such pathways respond to certain stimuli
what is graph theory
the branch of mathematics that deals with computation of network
what are network models
computable systems and the compuation can provide knowledge of how the system is orginized
in a network relationship= edges
entities = nodes
what is big data
large data sets that are terbytes to perabytes large
metabolomics
study of many metabolites in an organism, tissue, or cells
most often liquid chromoatogrphy or mass spec
proteomics
study of many proteins at a time. often less clearly identified with a specific function.
mosty often using mass spec
omics
experimental approach that measures that many individual entities that make a system.
what are the types of stat analysis
stat corelations between enetities in the same database
stat corelations between enetities in different database