DSS-PPI: a self-supervised graph learning framework for protein-protein interaction prediction via multimodal sequence semantics.

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Title: DSS-PPI: a self-supervised graph learning framework for protein-protein interaction prediction via multimodal sequence semantics.
Authors: Li S; School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China.; Anhui Province Key Laboratory of Smart Agricultural Technology and Equipment, Hefei, 230036, China., Wang Y; School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China.; Anhui Province Key Laboratory of Smart Agricultural Technology and Equipment, Hefei, 230036, China., Zhang H; School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China.; Anhui Province Key Laboratory of Smart Agricultural Technology and Equipment, Hefei, 230036, China., Xing X; School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China.; Anhui Province Key Laboratory of Smart Agricultural Technology and Equipment, Hefei, 230036, China., Shao Y; Anhui Province Engineering Laboratory of Animal Product Quality and Biosecurity, Hefei, Anhui, China. shaoying1005@126.com., Qi Z; School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China. qizhao1050@ahau.edu.cn.; Anhui Province Key Laboratory of Smart Agricultural Technology and Equipment, Hefei, 230036, China. qizhao1050@ahau.edu.cn.
Source: BMC genomics [BMC Genomics] 2026 Mar 21; Vol. 27 (1). Date of Electronic Publication: 2026 Mar 21.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100965258 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2164 (Electronic) Linking ISSN: 14712164 NLM ISO Abbreviation: BMC Genomics Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Li+S%22">Li S</searchLink>; School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China.; Anhui Province Key Laboratory of Smart Agricultural Technology and Equipment, Hefei, 230036, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China.; Anhui Province Key Laboratory of Smart Agricultural Technology and Equipment, Hefei, 230036, China.<br /><searchLink fieldCode="AU" term="%22Zhang+H%22">Zhang H</searchLink>; School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China.; Anhui Province Key Laboratory of Smart Agricultural Technology and Equipment, Hefei, 230036, China.<br /><searchLink fieldCode="AU" term="%22Xing+X%22">Xing X</searchLink>; School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China.; Anhui Province Key Laboratory of Smart Agricultural Technology and Equipment, Hefei, 230036, China.<br /><searchLink fieldCode="AU" term="%22Shao+Y%22">Shao Y</searchLink>; Anhui Province Engineering Laboratory of Animal Product Quality and Biosecurity, Hefei, Anhui, China. shaoying1005@126.com.<br /><searchLink fieldCode="AU" term="%22Qi+Z%22">Qi Z</searchLink>; School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China. qizhao1050@ahau.edu.cn.; Anhui Province Key Laboratory of Smart Agricultural Technology and Equipment, Hefei, 230036, China. qizhao1050@ahau.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%22100965258%22">BMC genomics</searchLink> [BMC Genomics] 2026 Mar 21; Vol. 27 (1). <i>Date of Electronic Publication: </i>2026 Mar 21.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100965258 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2164 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712164%22">14712164 </searchLink><i>NLM ISO Abbreviation: </i>BMC Genomics <i>Subsets: </i>MEDLINE
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        Value: 10.1186/s12864-026-12762-3
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              Text: 2026 Mar 21
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