GraphkmerDTA: integrating local sequence patterns and topological information for drug-target binding affinity prediction and applications in multi-target anti-Alzheimer's drug discovery.

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Title: GraphkmerDTA: integrating local sequence patterns and topological information for drug-target binding affinity prediction and applications in multi-target anti-Alzheimer's drug discovery.
Authors: Zhang Z; School of Software, Henan University, Kaifeng, 475000, Henan, China., Luo G; School of Mathematics and Computer Science, Nanchang University, Nanchang, 330031, Jiangxi, China., Ma Y; Key Laboratory of Prevention and Treatment of Cardiovascular and Cerebrovascular Diseases Ministry of Education, Jiangxi Province Key Laboratory of Biomaterials and Biofabrication for Tissue Engineering, Gannan Medical University, Ganzhou, 341000, Jiangxi, China., Wu Z; School of Basic Medicine Sciences, Gannan Medical University, Ganzhou, 341000, Jiangxi, China., Peng S; Department of Computer Science, Jinggangshan University, Ji'an, 343009, Jiangxi, China., Chen S; Henan Engineering Research Center of Intelligent Technology and Application, Henan University, Kaifeng, 475000, Henan, China. ccb02kingdom@gmail.com.; School of Software, Nanchang University, Nanchang, 330031, Jiangxi, China. ccb02kingdom@gmail.com., Wu Y; Key Laboratory of Prevention and Treatment of Cardiovascular and Cerebrovascular Diseases Ministry of Education, Jiangxi Province Key Laboratory of Biomaterials and Biofabrication for Tissue Engineering, Gannan Medical University, Ganzhou, 341000, Jiangxi, China. wuyi@gmu.edu.cn.
Source: Molecular diversity [Mol Divers] 2025 Aug; Vol. 29 (4), pp. 3147-3164. Date of Electronic Publication: 2025 Jan 10.
Publication Type: Journal Article
Journal Info: Publisher: ESCOM Science Publishers Country of Publication: Netherlands NLM ID: 9516534 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-501X (Electronic) Linking ISSN: 13811991 NLM ISO Abbreviation: Mol Divers Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: GraphkmerDTA: integrating local sequence patterns and topological information for drug-target binding affinity prediction and applications in multi-target anti-Alzheimer's drug discovery.
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  Data: <searchLink fieldCode="AU" term="%22Zhang+Z%22">Zhang Z</searchLink>; School of Software, Henan University, Kaifeng, 475000, Henan, China.<br /><searchLink fieldCode="AU" term="%22Luo+G%22">Luo G</searchLink>; School of Mathematics and Computer Science, Nanchang University, Nanchang, 330031, Jiangxi, China.<br /><searchLink fieldCode="AU" term="%22Ma+Y%22">Ma Y</searchLink>; Key Laboratory of Prevention and Treatment of Cardiovascular and Cerebrovascular Diseases Ministry of Education, Jiangxi Province Key Laboratory of Biomaterials and Biofabrication for Tissue Engineering, Gannan Medical University, Ganzhou, 341000, Jiangxi, China.<br /><searchLink fieldCode="AU" term="%22Wu+Z%22">Wu Z</searchLink>; School of Basic Medicine Sciences, Gannan Medical University, Ganzhou, 341000, Jiangxi, China.<br /><searchLink fieldCode="AU" term="%22Peng+S%22">Peng S</searchLink>; Department of Computer Science, Jinggangshan University, Ji'an, 343009, Jiangxi, China.<br /><searchLink fieldCode="AU" term="%22Chen+S%22">Chen S</searchLink>; Henan Engineering Research Center of Intelligent Technology and Application, Henan University, Kaifeng, 475000, Henan, China. ccb02kingdom@gmail.com.; School of Software, Nanchang University, Nanchang, 330031, Jiangxi, China. ccb02kingdom@gmail.com.<br /><searchLink fieldCode="AU" term="%22Wu+Y%22">Wu Y</searchLink>; Key Laboratory of Prevention and Treatment of Cardiovascular and Cerebrovascular Diseases Ministry of Education, Jiangxi Province Key Laboratory of Biomaterials and Biofabrication for Tissue Engineering, Gannan Medical University, Ganzhou, 341000, Jiangxi, China. wuyi@gmu.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%229516534%22">Molecular diversity</searchLink> [Mol Divers] 2025 Aug; Vol. 29 (4), pp. 3147-3164. <i>Date of Electronic Publication: </i>2025 Jan 10.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22ESCOM+Science+Publishers%22">ESCOM Science Publishers </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>9516534 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1573-501X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213811991%22">13811991 </searchLink><i>NLM ISO Abbreviation: </i>Mol Divers <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s11030-024-11065-7
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      – TitleFull: GraphkmerDTA: integrating local sequence patterns and topological information for drug-target binding affinity prediction and applications in multi-target anti-Alzheimer's drug discovery.
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              Text: 2025 Aug
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              Y: 2025
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