Crowd Sourcing a New Paradigm for Interactome Driven Drug Target Identification in Mycobacterium tuberculosis

被引:30
作者
Vashisht, Rohit [1 ,2 ]
Mondal, Anupam Kumar [1 ]
Jain, Akanksha
Shah, Anup [1 ]
Vishnoi, Priti [1 ]
Priyadarshini, Priyanka
Bhattacharyya, Kausik [1 ]
Rohira, Harsha [3 ]
Bhat, Ashwini G. [2 ]
Passi, Anurag
Mukherjee, Keya [1 ]
Choudhary, Kumari Sonal [1 ]
Kumar, Vikas [4 ]
Arora, Anshula [3 ]
Munusamy, Prabhakaran [5 ]
Subramanian, Ahalyaa [6 ]
Venkatachalam, Aparna [6 ]
Gayathri, S. [7 ]
Raj, Sweety [3 ]
Chitra, Vijaya [8 ]
Verma, Kaveri [9 ]
Zaheer, Salman [10 ]
Balaganesh, J. [11 ]
Gurusamy, Malarvizhi [12 ]
Razeeth, Mohammed [12 ]
Raja, Ilamathi [12 ]
Thandapani, Madhumohan [12 ]
Mevada, Vishal [13 ]
Soni, Raviraj [13 ]
Rana, Shruti [13 ]
Ramanna, Girish Muthagadhalli [14 ]
Raghavan, Swetha [14 ]
Subramanya, Sunil N. [14 ]
Kholia, Trupti [15 ]
Patel, Rajesh [16 ]
Bhavnani, Varsha [17 ]
Chiranjeevi, Lakavath [18 ]
Sengupta, Soumi [19 ]
Singh, Pankaj Kumar [20 ]
Atray, Naresh [21 ]
Gandhi, Swati [22 ]
Avasthi, Tiruvayipati Suma [23 ,28 ]
Nisthar, Shefin [24 ]
Anurag, Meenakshi [1 ]
Sharma, Pratibha [25 ]
Hasija, Yasha [26 ]
Dash, Debasis [1 ]
Sharma, Arun [27 ]
Scaria, Vinod [1 ]
Thomas, Zakir
机构
[1] CSIR, Inst Genom & Integrat Biol, Delhi, India
[2] Indian Inst Sci, Dept Biochem, Bangalore 560012, Karnataka, India
[3] Univ Delhi, Acharya Narendra Dev Coll, Delhi 110007, India
[4] Goethe Univ Frankfurt, Frankfurt, Germany
[5] PSG Coll Technol, Coimbatore, Tamil Nadu, India
[6] SASTRA Univ, Thanjavur, Tamilnadu, India
[7] SDM Coll, Ujire, Karnataka, India
[8] Sree Narayan Guru Coll, Coimbatore, Tamil Nadu, India
[9] Maharshi Dayanand Univ, Rohtak, Haryana, India
[10] Amity Univ, Amity Inst Biotechnol, Lucknow, Uttar Pradesh, India
[11] Bharathiar Univ, Coimbatore, Tamil Nadu, India
[12] Bharathidasan Univ, Tiruchirappall, Tamil Nadu, India
[13] Hem N Gujarat Univ, Patan, Gujarat, India
[14] Business Intelligence Technol India Pvt Ltd, Bangalore, Karnataka, India
[15] Saurashtra Univ, Christ Coll, Rajkot 360005, Gujarat, India
[16] Hemchandracharya N Gujarat Univ, Dept Life Sci, Patan, Gujarat, India
[17] Univ Pune, Dept Biotechnol, Pune, Maharashtra, India
[18] CSIR, Indian Inst Toxicol Res, Lucknow, Uttar Pradesh, India
[19] Indian Stat Inst, Kolkata, W Bengal, India
[20] Maulana Azad Natl Inst Technol, Bhopal, Madhya Pradesh, India
[21] Shri Ram Coll Pharm, Karnal, Haryana, India
[22] Maharaj Sayajirao Univ Baroda, Baroda, Gujarat, India
[23] Univ Hyderabad, Sch Life Sci, Dept Biotechnol, Pathogen Biol Lab, Hyderabad 500134, Andhra Pradesh, India
[24] Univ Kerala, Thiruvananthapuram 695034, Kerala, India
[25] All India Inst Med Sci, New Delhi, India
[26] Delhi Technol Univ, Dept Biotechnol, Delhi, India
[27] CSIR, Inst Microbial Technol, Bioinformat Ctr, Chandigarh, India
[28] Univ Malaya, Inst Biol Sci, Fac Sci, Kuala Lumpur, Malaysia
来源
PLOS ONE | 2012年 / 7卷 / 07期
关键词
ANTI-SIGMA-FACTOR; BINDING-SITES; DATABASE; NETWORK; BIOLOGY; INHIBITOR; ALGORITHM; PROTEINS;
D O I
10.1371/journal.pone.0039808
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
A decade since the availability of Mycobacterium tuberculosis (Mtb) genome sequence, no promising drug has seen the light of the day. This not only indicates the challenges in discovering new drugs but also suggests a gap in our current understanding of Mtb biology. We attempt to bridge this gap by carrying out extensive re-annotation and constructing a systems level protein interaction map of Mtb with an objective of finding novel drug target candidates. Towards this, we synergized crowd sourcing and social networking methods through an initiative 'Connect to Decode' (C2D) to generate the first and largest manually curated interactome of Mtb termed '3interactome pathway' (IPW), encompassing a total of 1434 proteins connected through 2575 functional relationships. Interactions leading to gene regulation, signal transduction, metabolism, structural complex formation have been catalogued. In the process, we have functionally annotated 87% of the Mtb genome in context of gene products. We further combine IPW with STRING based network to report central proteins, which may be assessed as potential drug targets for development of drugs with least possible side effects. The fact that five of the 17 predicted drug targets are already experimentally validated either genetically or biochemically lends credence to our unique approach.
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页数:11
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