id author title date pages extension mime words sentences flesch summary cache txt cord-003063-mowj6wyl Zhou, Xuezhong A Systems Approach to Refine Disease Taxonomy by Integrating Phenotypic and Molecular Networks 2018-04-06 .txt text/plain 9360 432 45 After that, we clustered the 223 disease sub-categories additionally by a widely used non-overlapping community detection algorithm (considering the link weight and setting the resolution parameter as 0.5) into 17 top-level categories (which corresponds to the number of original chapter-level categories in ICD, which we named as New Chapters, NCs) using the shared ICD codes (Fig. S11c & Data S10). To extend and redefine disease concepts by discovering additional categories of a disease, we generated a novel disease taxonomy by constructing an integrated disease network (IDN) with: (a) Shared clinical phenotypes including shared symptoms; (b) Shared molecular profiles including (i) shared genes and molecular module similarity and (ii) shortest path lengths in the PPI network, based on a systematic integration process to filter out possible false positive associations (see Methods, SM Section 6, Fig. S9 and Fig. S11a) , which includes 1857 diseases and 35,114 links (Data S9). ./cache/cord-003063-mowj6wyl.txt ./txt/cord-003063-mowj6wyl.txt