RNA molecules can fold into complex and stable 3D structures, allowing them to carry out important genetic, structural, and regulatory roles inside the cell. These complex structures often contain 3D pockets made up of secondary structural motifs that can be potentially targeted by small molecule ligands. Indeed, many RNA structures in PDB contain bound small molecules, and high-throughput experimental studies have generated a large number of interacting RNA and ligand pairs. There is considerable interest in developing small molecule lead compounds targeting viral RNAs or those RNAs implicated in neurological diseases or cancer. We hypothesize that RNAs that have similar secondary structural motifs may bind to similar small molecule ligands. Toward this goal, we established a database collecting RNA secondary structural motifs and bound small molecule ligands. We further developed a computational pipeline, which takes as input an RNA sequence, predicts its secondary structure, extracts structural motifs, and searches the database for similar secondary structure motifs and interacting small molecule. We demonstrated the utility of the server by querying alpha-synuclein mRNA 5 ' UTR sequence and finding potential matches which were validated as correct. The server is publicly available at http://RNALigands.ccbr.utoronto.ca. The source code can also be downloaded at https://github.com/SaisaiSun/RNALigands.
机构:
Zhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
Hangzhou Carbonsilicon AI Technol Co Ltd, Hangzhou 310018, Zhejiang, Peoples R ChinaZhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
Jiang, Dejun
Du, Hongyan
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Zhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
Du, Hongyan
Zhao, Huifeng
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Zhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
Hangzhou Carbonsilicon AI Technol Co Ltd, Hangzhou 310018, Zhejiang, Peoples R ChinaZhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
Zhao, Huifeng
Deng, Yafeng
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Hangzhou Carbonsilicon AI Technol Co Ltd, Hangzhou 310018, Zhejiang, Peoples R ChinaZhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
Deng, Yafeng
Wu, Zhenxing
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Zhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
Wu, Zhenxing
Wang, Jike
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Zhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
Wang, Jike
Zeng, Yundian
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机构:
Zhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
Zeng, Yundian
Zhang, Haotian
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Zhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
Zhang, Haotian
Wang, Xiaorui
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机构:
Macau Univ Sci & Technol, China State Key Lab Qual Res Chinese Med, Macau 999078, Peoples R ChinaZhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
Wang, Xiaorui
Wang, Ercheng
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机构:
Zhejiang Lab, Hangzhou 311100, Zhejiang, Peoples R ChinaZhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
Wang, Ercheng
Hou, Tingjun
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Zhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
Hou, Tingjun
Hsieh, Chang-Yu
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Zhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Innovat Inst Artificial Intelligence Med, Coll Pharmaceut Sci, Hangzhou 310058, Peoples R China
机构:
Waseda Univ, Dept Elect Engn & Biosci, Fac Sci & Engn, Shinjuku Ku, 55N-06-10,3-4-1 Okubo, Tokyo 1698555, Japan
Natl Inst Adv Ind Sci & Technol, AIRC, Koto Ku, 2-4-7 Aomi, Tokyo 1350064, JapanWaseda Univ, Dept Elect Engn & Biosci, Fac Sci & Engn, Shinjuku Ku, 55N-06-10,3-4-1 Okubo, Tokyo 1698555, Japan
Hamada, Michiaki
Ono, Yukiteru
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机构:
IMSBIO Co Ltd, Toshima Ku, 4-21-1-601 Higashi Ikebukuro, Tokyo 1700013, JapanWaseda Univ, Dept Elect Engn & Biosci, Fac Sci & Engn, Shinjuku Ku, 55N-06-10,3-4-1 Okubo, Tokyo 1698555, Japan
Ono, Yukiteru
Kiryu, Hisanori
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机构:
Univ Tokyo, Grad Sch Frontier Sci, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778562, JapanWaseda Univ, Dept Elect Engn & Biosci, Fac Sci & Engn, Shinjuku Ku, 55N-06-10,3-4-1 Okubo, Tokyo 1698555, Japan
Kiryu, Hisanori
Sato, Kengo
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机构:
Keio Univ, Dept Biosci & Informat, Kohoku Ku, 3-14-1 Hiyoshi, Yokohama, Kanagawa 2238522, JapanWaseda Univ, Dept Elect Engn & Biosci, Fac Sci & Engn, Shinjuku Ku, 55N-06-10,3-4-1 Okubo, Tokyo 1698555, Japan
Sato, Kengo
Kato, Yuki
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机构:
Kyoto Univ, Ctr iPS Cell Res & Applicat CiRA, Sakyo Ku, Kyoto 6068507, JapanWaseda Univ, Dept Elect Engn & Biosci, Fac Sci & Engn, Shinjuku Ku, 55N-06-10,3-4-1 Okubo, Tokyo 1698555, Japan
Kato, Yuki
Fukunaga, Tsukasa
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机构:
Univ Tokyo, Grad Sch Frontier Sci, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778562, JapanWaseda Univ, Dept Elect Engn & Biosci, Fac Sci & Engn, Shinjuku Ku, 55N-06-10,3-4-1 Okubo, Tokyo 1698555, Japan
Fukunaga, Tsukasa
Mori, Ryota
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机构:
Univ Tokyo, Grad Sch Frontier Sci, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778562, JapanWaseda Univ, Dept Elect Engn & Biosci, Fac Sci & Engn, Shinjuku Ku, 55N-06-10,3-4-1 Okubo, Tokyo 1698555, Japan
Mori, Ryota
Asai, Kiyoshi
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机构:
Natl Inst Adv Ind Sci & Technol, AIRC, Koto Ku, 2-4-7 Aomi, Tokyo 1350064, Japan
Univ Tokyo, Grad Sch Frontier Sci, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778562, JapanWaseda Univ, Dept Elect Engn & Biosci, Fac Sci & Engn, Shinjuku Ku, 55N-06-10,3-4-1 Okubo, Tokyo 1698555, Japan
机构:
Harbin Inst Technol, Shenzhen Grad Sch, Sch Comp Sci & Technol, Shenzhen 518055, Guangdong, Peoples R China
Harbin Inst Technol, Shenzhen Grad Sch, Key Lab Network Oriented Intelligent Computat, Shenzhen 518055, Guangdong, Peoples R China
Gordon Life Sci Inst, Belmont, MA 02478 USAHarbin Inst Technol, Shenzhen Grad Sch, Sch Comp Sci & Technol, Shenzhen 518055, Guangdong, Peoples R China
Liu, Bin
Liu, Fule
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机构:
Harbin Inst Technol, Shenzhen Grad Sch, Sch Comp Sci & Technol, Shenzhen 518055, Guangdong, Peoples R ChinaHarbin Inst Technol, Shenzhen Grad Sch, Sch Comp Sci & Technol, Shenzhen 518055, Guangdong, Peoples R China
Liu, Fule
Wang, Xiaolong
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机构:
Harbin Inst Technol, Shenzhen Grad Sch, Sch Comp Sci & Technol, Shenzhen 518055, Guangdong, Peoples R China
Harbin Inst Technol, Shenzhen Grad Sch, Key Lab Network Oriented Intelligent Computat, Shenzhen 518055, Guangdong, Peoples R ChinaHarbin Inst Technol, Shenzhen Grad Sch, Sch Comp Sci & Technol, Shenzhen 518055, Guangdong, Peoples R China
Wang, Xiaolong
Chen, Junjie
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机构:
Harbin Inst Technol, Shenzhen Grad Sch, Sch Comp Sci & Technol, Shenzhen 518055, Guangdong, Peoples R ChinaHarbin Inst Technol, Shenzhen Grad Sch, Sch Comp Sci & Technol, Shenzhen 518055, Guangdong, Peoples R China
Chen, Junjie
Fang, Longyun
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机构:
Harbin Inst Technol, Shenzhen Grad Sch, Sch Comp Sci & Technol, Shenzhen 518055, Guangdong, Peoples R ChinaHarbin Inst Technol, Shenzhen Grad Sch, Sch Comp Sci & Technol, Shenzhen 518055, Guangdong, Peoples R China
Fang, Longyun
Chou, Kuo-Chen
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机构:
Gordon Life Sci Inst, Belmont, MA 02478 USA
King Abdulaziz Univ, Ctr Excellence Genom Med Res CEGMR, Jeddah 21589, Saudi ArabiaHarbin Inst Technol, Shenzhen Grad Sch, Sch Comp Sci & Technol, Shenzhen 518055, Guangdong, Peoples R China
机构:
Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USAUniv Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
Zhang, Chengxin
Zhang, Xi
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机构:
Univ Michigan, Dept Biol Chem, Ann Arbor, MI 48109 USAUniv Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
Zhang, Xi
Freddolino, Peter L.
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机构:
Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Biol Chem, Ann Arbor, MI 48109 USAUniv Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
Freddolino, Peter L.
Zhang, Yang
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机构:
Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Biol Chem, Ann Arbor, MI 48109 USA
Natl Univ Singapore, Sch Comp, Dept Comp Sci, Singapore, Singapore
Natl Univ Singapore, Canc Sci Inst Singapore, Singapore 117599, Singapore
Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Biochem, Singapore 117596, SingaporeUniv Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA