How to Build CHD@ZJU

CHD related Articles were retrieved from Pubmed, by entering keywords "coronary heart disease" and constrict the publish date from 2000/1/1 to now (2013/1/23). As a result, totally 115898 articles were found and their abstracts were downloaded for text mining. Since some articles didn't contain abstracts, only 88396 abstracts remained.

The text-mining process to get CHD related genes could be divided in to 5 following steps:

  • 1) Extracting all keywords from abstracts and ignoring those keywords start with numbers. 101402 keywords were extracted.

  • 2) Input these keywords into Gene library in ArrayTrack and find possible related genes. 4674 genes were then found.

  • 3) Put these 4674 genes again into pubmed abstracts to find related aticles. Only genes which offical name or there keyword description (such as prolactin for gene PRL) could be found in the abstract would be remained. As a result, 1247 genes were remained.

  • 4) Manually examined on the 1247 genes to validate it was acutally related to CHD. Some genes would be filtered if it represents other meanings (such as gene CAD, Entrez ID:790, carbamoyl-phosphate synthetase 2, is mostly meant coronary arterial disease in articles). 681 genes were then validated with at least one reference.

  • 5) All genes was compared with 1078 CHD genes in RGD database, and 370 genes were overlapped. These 370 genes were labels as "RGD_Supported" and the other 293 genes were labels as "REFERED". All 663 genes had supported references in CHD@ZJU which were examined by step 4.
  • How To contact Us

    Collaboration Information: Prof. Xiaohui Fan (

    Website using assistance : Leihong Wu (

    Basic Information

    Gene Name: KLF14

    Description: Kruppel-like factor 14

    Entrez Gene ID: 136259

    SwissProt Acc Number: Q8TD94

    RefSeq: NM_138693

    It was supported literatures to be a novel CHD related gene:

    ..The T allele of rs4731702 located near the KLF14 gene was associated with a decreased risk of MI with an odds ratio (OR) of 0.72 (P<3.85*10(-3))...

    From PMID: 22702842, in Journal J Thromb Haemost. , 2012


    There were 2 potential papers with KLF14 and CHD.

    22702842 Genome-wide association study validation identifies novel loci for atherosclerotic cardiovascular disease.Journal of thrombosis and haemostasis : JTHMore Details
    19578363 New common variants affecting susceptibility to basal cell carcinoma.Nature geneticsMore Details

    NOTEs: These result is mostly from TEXT-MINING and there might have mismatches.

    PPI interactions

    There were totally 1 unique genes interacted with KLF14. Show PPI network

    Gene nameInteraction typereference PMIDCHD relation
    UBC Affinity Capture-MS21906983 No

    Involved FDA drugs

    There was no drug associated with KLF14