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Unfortunately, there is currently no effective antiviral drug or vaccine against the virus. Identification of new anti-ASFV drugs is urgently needed. Here, an up-to-date set of protein\u2013protein interactions between ASFV and swine were curated by integration of protein\u2013protein interactions from multiple sources. Thirty-eight swine proteins were observed to interact with ASFVs and were defined as ASFV-interacting swine proteins. The ASFV-interacting swine proteins were found to play a central role in the swine protein\u2013protein interaction network, with significant larger degree, betweenness and smaller shortest path length than other swine proteins. Some of ASFV-interacting swine proteins also interacted with several other viruses and could be taken as potential targets of drugs for broad-spectrum effect, such as HSP90AB1. Finally, the antiviral drugs which targeted ASFV-interacting swine proteins and ASFV proteins were predicted. Several drugs with either broad-spectrum effect or high specificity on ASFV-interacting swine proteins were identified, such as Polaprezinc and Geldanamycin. Structural modeling and molecular dynamics simulation showed that Geldanamycin could bind with swine HSP90AB1 stably. This work could not only deepen our understanding towards the ASFV-swine interactions, but also help for the development of effective antiviral drugs against the ASFVs.<\/jats:p>","DOI":"10.7717\/peerj.8855","type":"journal-article","created":{"date-parts":[[2020,4,1]],"date-time":"2020-04-01T04:56:24Z","timestamp":1585716984000},"page":"e8855","source":"Crossref","is-referenced-by-count":14,"title":["Prediction of antiviral drugs against African swine fever viruses based on protein\u2013protein interaction analysis"],"prefix":"10.7717","volume":"8","author":[{"given":"Zhaozhong","family":"Zhu","sequence":"first","affiliation":[{"name":"College of Biology, Hunan Provincial Key Laboratory of Medical Virology, Bioinformatics Center, Hunan University, Changsha, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yunshi","family":"Fan","sequence":"additional","affiliation":[{"name":"College of Biology, Hunan Provincial Key Laboratory of Medical Virology, Bioinformatics 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