Estimating genome-wide off-target effects for pyrrole-imidazole polyamide binding by a pathway-based expression profiling approach
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作者:
Lin, Jason
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机构:
Chiba Canc Ctr, Res Inst, Canc Genet Lab, Chuo Ku, Chiba, Japan
Natl Inst Adv Ind Sci & Technol, Artificial Intelligence Res Ctr, Koto Ku, Tokyo, JapanChiba Canc Ctr, Res Inst, Canc Genet Lab, Chuo Ku, Chiba, Japan
Lin, Jason
[1
,2
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Krishnamurthy, Sakthisri
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Chiba Canc Ctr, Res Inst, Lab Innovat Canc Therapeut, Chuo Ku, Chiba, JapanChiba Canc Ctr, Res Inst, Canc Genet Lab, Chuo Ku, Chiba, Japan
Krishnamurthy, Sakthisri
[3
]
Yoda, Hiroyuki
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Chiba Canc Ctr, Res Inst, Lab Innovat Canc Therapeut, Chuo Ku, Chiba, JapanChiba Canc Ctr, Res Inst, Canc Genet Lab, Chuo Ku, Chiba, Japan
Yoda, Hiroyuki
[3
]
Shinozaki, Yoshinao
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Chiba Canc Ctr, Res Inst, Canc Genet Lab, Chuo Ku, Chiba, JapanChiba Canc Ctr, Res Inst, Canc Genet Lab, Chuo Ku, Chiba, Japan
Shinozaki, Yoshinao
[1
]
Watanabe, Takayoshi
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Chiba Canc Ctr, Res Inst, Lab Innovat Canc Therapeut, Chuo Ku, Chiba, JapanChiba Canc Ctr, Res Inst, Canc Genet Lab, Chuo Ku, Chiba, Japan
Watanabe, Takayoshi
[3
]
Koshikawa, Nobuko
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Chiba Canc Ctr, Res Inst, Canc Genet Lab, Chuo Ku, Chiba, JapanChiba Canc Ctr, Res Inst, Canc Genet Lab, Chuo Ku, Chiba, Japan
Koshikawa, Nobuko
[1
]
Takatori, Atsushi
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Chiba Canc Ctr, Res Inst, Lab Innovat Canc Therapeut, Chuo Ku, Chiba, JapanChiba Canc Ctr, Res Inst, Canc Genet Lab, Chuo Ku, Chiba, Japan
Takatori, Atsushi
[3
]
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Horton, Paul
[4
,5
]
Nagase, Hiroki
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Chiba Canc Ctr, Res Inst, Canc Genet Lab, Chuo Ku, Chiba, JapanChiba Canc Ctr, Res Inst, Canc Genet Lab, Chuo Ku, Chiba, Japan
Nagase, Hiroki
[1
]
机构:
[1] Chiba Canc Ctr, Res Inst, Canc Genet Lab, Chuo Ku, Chiba, Japan
[2] Natl Inst Adv Ind Sci & Technol, Artificial Intelligence Res Ctr, Koto Ku, Tokyo, Japan
[3] Chiba Canc Ctr, Res Inst, Lab Innovat Canc Therapeut, Chuo Ku, Chiba, Japan
In the search for new pharmaceutical leads, especially with DNA-binding molecules or genome editing methods, the issue of side and off-target effects have always been thorny in nature. A particular case is the investigation into the off-target effects of N-methylpyrrole-N-methylimidazole polyamides, a naturally inspired class of DNA binders with strong affinity to the minor-groove and sequence specificity, but at < 20 bases, their relatively short motifs also insinuate the possibility of non-unique genomic binding. Binding at non-intended loci potentially lead to the rise of off-target effects, issues that very few approaches are able to address to-date. We here report an analytical method to infer off-target binding, via expression profiling, based on probing the relative impact to various biochemical pathways; we also proposed an accompanying side effect prediction engine for the systematic screening of candidate polyamides. This method marks the first attempt in PI polyamide research to identify elements in biochemical pathways that are sensitive to the treatment of a candidate polyamide as an approach to infer possible off-target effects. Expression changes were then considered to assess possible outward phenotypic changes, manifested as side effects, should the same PI polyamide candidate be administered clinically. We validated some of these effects with a series of animal experiments, and found agreeable corroboration in certain side effects, such as changes in aspartate transaminase levels in ICR and nude mice post-administration.
机构:
Peking Univ, Peking Tsinghua Ctr Life Sci, Beijing, Peoples R China
Peking Univ, Acad Adv Interdisciplinary Studies, Beijing, Peoples R ChinaPeking Univ, Peking Tsinghua Ctr Life Sci, Beijing, Peoples R China
Lei, Zhixin
Meng, Haowei
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Peking Univ, Sch Life Sci, State Key Lab Prot & Plant Gene Res, Beijing, Peoples R ChinaPeking Univ, Peking Tsinghua Ctr Life Sci, Beijing, Peoples R China
Meng, Haowei
Rao, Xichen
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Peking Univ, Sch Life Sci, State Key Lab Prot & Plant Gene Res, Beijing, Peoples R ChinaPeking Univ, Peking Tsinghua Ctr Life Sci, Beijing, Peoples R China
Rao, Xichen
Zhao, Huanan
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机构:
Tsinghua Univ, Sch Life Sci, Beijing, Peoples R China
Tsinghua Univ, Peking Univ Natl Inst Biol Sci Joint Grad Program, Sch Life Sci, Beijing, Peoples R ChinaPeking Univ, Peking Tsinghua Ctr Life Sci, Beijing, Peoples R China
Zhao, Huanan
Yi, Chengqi
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机构:
Peking Univ, Peking Tsinghua Ctr Life Sci, Beijing, Peoples R China
Peking Univ, Sch Life Sci, State Key Lab Prot & Plant Gene Res, Beijing, Peoples R China
Peking Univ, Dept Chem Biol & Synthet, Beijing, Peoples R China
Peking Univ, Coll Chem & Mol Engn, Funct Biomol Ctr, Beijing, Peoples R China
Peking Univ, Peking Univ Genome Editing Res Ctr, Beijing, Peoples R ChinaPeking Univ, Peking Tsinghua Ctr Life Sci, Beijing, Peoples R China
机构:
Toolgen, Seoul, South KoreaToolgen, Seoul, South Korea
Kwon, Jeonghun
Kim, Minyoung
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Toolgen, Seoul, South KoreaToolgen, Seoul, South Korea
Kim, Minyoung
Hwang, Woochang
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机构:
Hanyang Univ, Coll Med, Dept Premed, Seoul, South Korea
Hanyang Univ, Hanyang Inst Biosci & Biotechnol, Seoul, South KoreaToolgen, Seoul, South Korea
Hwang, Woochang
Jo, Anna
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Toolgen, Seoul, South KoreaToolgen, Seoul, South Korea
Jo, Anna
Hwang, Gue-Ho
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Hanyang Univ, Dept Chem, Seoul, South KoreaToolgen, Seoul, South Korea
Hwang, Gue-Ho
Jung, Minhee
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Toolgen, Seoul, South KoreaToolgen, Seoul, South Korea
Jung, Minhee
Kim, Un Gi
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Toolgen, Seoul, South KoreaToolgen, Seoul, South Korea
Kim, Un Gi
Cui, Gang
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Yonsei Univ, Dept Ophthalmol, Coll Med, Seoul, South KoreaToolgen, Seoul, South Korea
Cui, Gang
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Kim, Heonseok
Eom, Joon-Ho
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Natl Inst Food & Drug Safety Evaluat, Cheongju, South KoreaToolgen, Seoul, South Korea
Eom, Joon-Ho
Hur, Junho K.
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机构:
Hanyang Univ, Hanyang Inst Biosci & Biotechnol, Seoul, South Korea
Hanyang Univ, Coll Med, Dept Genet, Seoul, South KoreaToolgen, Seoul, South Korea
Hur, Junho K.
Lee, Junwon
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Yonsei Univ, Dept Ophthalmol, Coll Med, Seoul, South KoreaToolgen, Seoul, South Korea
Lee, Junwon
Kim, Youngho
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Toolgen, Seoul, South KoreaToolgen, Seoul, South Korea
Kim, Youngho
Kim, Jin-soo
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Inst Basic Sci IBS, Ctr Genome Engn, Seoul, South KoreaToolgen, Seoul, South Korea
Kim, Jin-soo
Bae, Sangsu
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Seoul Natl Univ, Dept Biochem & Mol Biol, Coll Med, Seoul, South KoreaToolgen, Seoul, South Korea
Bae, Sangsu
Lee, Jungjoon K.
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Toolgen, Seoul, South KoreaToolgen, Seoul, South Korea
机构:
Mayo Clin, Dept Hlth Sci Res, RM 006,3-F,Collaborat Res Bldg,13400 E Shea Blvd, Scottsdale, AZ 85259 USA
Mayo Clin, Ctr Individualized Med, RM 006,3-F,Collaborat Res Bldg,13400 E Shea Blvd, Scottsdale, AZ 85259 USAMayo Clin, Dept Hlth Sci Res, RM 006,3-F,Collaborat Res Bldg,13400 E Shea Blvd, Scottsdale, AZ 85259 USA
Prinz, Jeanette
Koohi-Moghadam, Mohamad
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Mayo Clin, Dept Hlth Sci Res, RM 006,3-F,Collaborat Res Bldg,13400 E Shea Blvd, Scottsdale, AZ 85259 USA
Mayo Clin, Ctr Individualized Med, RM 006,3-F,Collaborat Res Bldg,13400 E Shea Blvd, Scottsdale, AZ 85259 USA
Univ Hong Kong, Dept Chem, Hong Kong, Hong Kong, Peoples R ChinaMayo Clin, Dept Hlth Sci Res, RM 006,3-F,Collaborat Res Bldg,13400 E Shea Blvd, Scottsdale, AZ 85259 USA
Koohi-Moghadam, Mohamad
Sun, Hongzhe
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Univ Hong Kong, Dept Chem, Hong Kong, Hong Kong, Peoples R ChinaMayo Clin, Dept Hlth Sci Res, RM 006,3-F,Collaborat Res Bldg,13400 E Shea Blvd, Scottsdale, AZ 85259 USA
Sun, Hongzhe
Kocher, Jean-PierreA.
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Mayo Clin, Dept Hlth Sci Res, RM 006,3-F,Collaborat Res Bldg,13400 E Shea Blvd, Scottsdale, AZ 85259 USA
Mayo Clin, Ctr Individualized Med, RM 006,3-F,Collaborat Res Bldg,13400 E Shea Blvd, Scottsdale, AZ 85259 USAMayo Clin, Dept Hlth Sci Res, RM 006,3-F,Collaborat Res Bldg,13400 E Shea Blvd, Scottsdale, AZ 85259 USA
Kocher, Jean-PierreA.
Wang, Junwen
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Mayo Clin, Dept Hlth Sci Res, RM 006,3-F,Collaborat Res Bldg,13400 E Shea Blvd, Scottsdale, AZ 85259 USA
Mayo Clin, Ctr Individualized Med, RM 006,3-F,Collaborat Res Bldg,13400 E Shea Blvd, Scottsdale, AZ 85259 USA
Arizona State Univ, Dept Biomed Informat, Scottsdale, AZ USAMayo Clin, Dept Hlth Sci Res, RM 006,3-F,Collaborat Res Bldg,13400 E Shea Blvd, Scottsdale, AZ 85259 USA