Target-centric drug development strategies prioritize single-target potency in vitro and do not account for connectivity and multi-target effects within a signal transduction network. Here, we present a systems biology approach that combines transcriptomic and structural analyses with live-cell imaging to predict small molecule inhibitors of TNF-induced NF-kappa B signaling and elucidate the network response. We identify two first-in-class small molecules that inhibit the NF-kappa B signaling pathway by preventing the maturation of a rate-limiting multiprotein complex necessary for IKK activation. Our findings suggest that a network-centric drug discovery approach is a promising strategy to evaluate the impact of pharmacologic intervention in signaling.
机构:
Univ Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, Malaysia
Yeo, Kok Siong
Tan, Ming Cheang
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Univ Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, Malaysia
Tan, Ming Cheang
Wong, Wan Ying
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Univ Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, Malaysia
Wong, Wan Ying
Loh, Sheng Wei
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Univ Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, Malaysia
Loh, Sheng Wei
Lam, Yi Lyn
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Univ Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, Malaysia
Lam, Yi Lyn
Tan, Chin Leng
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Univ Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, Malaysia
Tan, Chin Leng
Lim, Yat-Yuen
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Univ Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, Malaysia
Lim, Yat-Yuen
Ea, Chee-Kwee
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机构:
Univ Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, Malaysia
Univ Texas Southwestern Med Ctr Dallas, Dept Mol Biol, Dallas, TX 75390 USAUniv Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur 50603, Malaysia
机构:
Institute for Systems Theory and Automatic Control, Universität Stuttgart, Pfaffenwaldring 9, Stuttgart 70569, GermanyInstitute for Systems Theory and Automatic Control, Universität Stuttgart, Pfaffenwaldring 9, Stuttgart 70569, Germany
Waldherr, Steffen
Hasenauer, Jan
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机构:
Institute for Systems Theory and Automatic Control, Universität Stuttgart, Pfaffenwaldring 9, Stuttgart 70569, GermanyInstitute for Systems Theory and Automatic Control, Universität Stuttgart, Pfaffenwaldring 9, Stuttgart 70569, Germany
Hasenauer, Jan
Doszczak, Malgorzata
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机构:
Institute for Cell Biology and Immunology, Universität Stuttgart, Allmandring 31, Stuttgart 70569, GermanyInstitute for Systems Theory and Automatic Control, Universität Stuttgart, Pfaffenwaldring 9, Stuttgart 70569, Germany
Doszczak, Malgorzata
Scheurich, Peter
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机构:
Institute for Cell Biology and Immunology, Universität Stuttgart, Allmandring 31, Stuttgart 70569, GermanyInstitute for Systems Theory and Automatic Control, Universität Stuttgart, Pfaffenwaldring 9, Stuttgart 70569, Germany
Scheurich, Peter
Allgöwer, Frank
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机构:
Institute for Systems Theory and Automatic Control, Universität Stuttgart, Pfaffenwaldring 9, Stuttgart 70569, GermanyInstitute for Systems Theory and Automatic Control, Universität Stuttgart, Pfaffenwaldring 9, Stuttgart 70569, Germany
Allgöwer, Frank
Lecture Notes in Control and Information Sciences,
2010,
407
: 365
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377