{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"submitter":["Ma'ayan A"],"funding":["NCRR NIH HHS","NIDDK NIH HHS","NLM NIH HHS","NIGMS NIH HHS","NIH HHS"],"pagination":["tr5"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC3196357"],"repository":["biostudies-literature"],"omics_type":["Unknown"],"volume":["4(190)"],"pubmed_abstract":["This Teaching Resource provides lecture notes, slides, and a problem set for a set of three lectures from a course entitled \"Systems Biology: Biomedical Modeling.\" The materials are from three separate lectures introducing applications of graph theory and network analysis in systems biology. The first lecture describes different types of intracellular networks, methods for constructing biological networks, and different types of graphs used to represent regulatory intracellular networks. The second lecture surveys milestones and key concepts in network analysis by introducing topological measures, random networks, growing network models, and topological observations from molecular biological systems abstracted to networks. The third lecture discusses methods for analyzing lists of genes an"],"journal":["Science signaling"],"pubmed_title":["Introduction to network analysis in systems biology."],"pmcid":["PMC3196357"],"funding_grant_id":["P50 GM071558","KL2 RR029885","RC2OD006536-01","R01 DK088541","RC2 LM010994","L2RR029885-0109","5P50GM071558-03","1R01DK088541-01A1"],"pubmed_authors":["Ma'ayan A"],"additional_accession":[]},"is_claimable":false,"name":"Introduction to network analysis in systems biology.","description":"This Teaching Resource provides lecture notes, slides, and a problem set for a set of three lectures from a course entitled \"Systems Biology: Biomedical Modeling.\" The materials are from three separate lectures introducing applications of graph theory and network analysis in systems biology. The first lecture describes different types of intracellular networks, methods for constructing biological networks, and different types of graphs used to represent regulatory intracellular networks. The second lecture surveys milestones and key concepts in network analysis by introducing topological measures, random networks, growing network models, and topological observations from molecular biological systems abstracted to networks. The third lecture discusses methods for analyzing lists of genes an","dates":{"release":"2011-01-01T00:00:00Z","publication":"2011 Sep","modification":"2025-04-05T11:42:32.688Z","creation":"2019-03-27T00:45:07Z"},"accession":"S-EPMC3196357","cross_references":{"pubmed":["21917719"],"doi":["10.1126/scisignal.2001965"]}}