个人简介
田博学,研究员,博士生导师,于2020年6月加入清华大学药学院,以及清华-北大生命科学联合中心。田博学2008年本科毕业于华东理工大学,2009年硕士毕业于瑞典厄勒布鲁大学。2012年10月博士毕业于爱尔兰国立大学-高威,师从Leif A. Eriksson。2013年2月进入美国加州大学旧金山分校 Matthew P. Jacobson实验室从事博士后研究。田博学博士主要从事计算化学和计算生物学相关研究。论文发表在PNAS、JACS、PLOS computational biology等学术期刊。
研究领域
课题组开发并且应用物理化学、计算化学、计算生物学、人工智能等方法,解决生物化学和药学相关领域的关键问题。
1)化学反应预测:利用量子化学计算方法生成数据,并利用这些数据训练人工智能模型,预测反应产物
2)药物设计:利用计算化学与人工智能方法设计小分子药物和抗体药物
3)全细胞模型:融合多组学数据,建立基于数据的全细胞模型,预测外来分子与细胞的相互作用
近期论文
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J. M. Bruining, Y. Wang, F. Oltrabella, B. Tian, H. Liu, P. Bhattacharya, S. Guo, J. M. Holton, R. J. Fletterick, M. P. Jacobson, P. M. England. Covalent Modification and Regulation of the Nuclear Receptor Nurr1 by a Dopamine Metabolite. Cell Chem Biol. 2019, 26, 1-12.
F. J. Cortez, P. Nguyen, C. Truillet, B. Tian, K. M. Kuchenbecker, M. J Evans, P. Webb, M. P Jacobson, R. J. Fletterick, P. M. England. Development of 5N-Bicalutamide, A High-affinity Reversible Covalent Antiandrogen. ACS Chem. Biol. 2017, 12, 2934-2939.
B. Tian, C. D. Poulter, M. P. Jacobson. Defining the Product Chemical Space of Monoterpenoid Synthases. PLOS Comp. Bio. 2016, 12(8), e1005053.
J. Y. Chow, B. Tian (Co-first author), G. Ramamoorthy, B. S. Hillerich, R. D. Seidel, S. C. Almo, M. P. Jacobson, C. D. Poulter. Computational-guided discovery and characterization of a sesquiterpene synthase from Streptomyces clavuligerus. Proc. Natl. Acad. Sci. USA, 2015, 112, 5661-5666.
G. Ramamoorthy, M. L. Pugh, B. Tian, R. M. Phan, L. B. Perez, M. P. Jacobson, C. D. Poulter. Synthesis and Enzymatic Studies of Bisubstrate Analogues for Farnesyl Diphosphate Synthase. J. Org. Chem. 2015, 80, 3902-3913.
B. Tian, F. H. Wallrapp, G. L. Holiday, J. Y. Chow, P. C. Babbitt, C. D. Poulter, M. P. Jacobson. Predicting the functions and specificity of triterpenoid synthases: A mechanism-based multi-intermediate docking approach. PLOS Comp. Bio. 2014, 10, e1003874.
S. Krishnan, R. M. Miller, B. Tian, R. D. Mullins, M. P. Jacobson, J. Taunton. Design of reversible, cysteine-targeted Michael acceptors guided by kinetic and computational analysis. J. Am. Chem. Soc. 2014, 136, 12624-12630.
M.P. Jacobson, C. Kalyanaraman, S. Zhao, B. Tian. Leveraging structure for enzyme function prediction: methods, opportunities, and challenges. Trends Biochem. Sci. 2014, 39, 363-371.
B. Tian, F. H. Wallrapp, C. Kalyanaraman, S. Zhao, L. A. Eriksson, M. P. Jacobson. Predicting Enzyme-Substrate Specificity with QM/MM Methods: A Case Study of the Stereo-specificity of D-glucarate Dehydratase. Biochemistry 2013, 52, 5511-5513.
B. Tian, N. An, W. P. Deng, L. A. Eriksson. Catalysts or Initiators?-Beckmann Rearrangement Revisited. J. Org. Chem. 2013, 78, 6782-6785.
N. An, B. Tian, L. A. Eriksson, W. P. Deng. Mechanistic Insight into Self-Propagation of Organo-Mediated Beckmann Rearrangement: A Combined Experimental and Computational Study. J. Org. Chem. 2013, 78, 4297-4302.
B. Tian, L. A. Eriksson. Catalytic Mechanism and Product Specificity of Oxidosqualene-Lanosterol Cyclase: A QM/MM Study. J. Phys. Chem. B 2012, 116, 13857-13862.
B. Tian, E. Erdtman, L. A. Eriksson. Catalytic Mechanism of Porphobilinogen Synthase: The Chemical Step Revisited by QM/MM Calculations. J. Phys. Chem. B 2012, 116, 12105-12112.
B. Tian, L. A. Eriksson. Catalytic Mechanism and Roles of Arg197 and Thr183 in the Staphylococcus aureus Sortase A Enzyme. J. Phys. Chem. B 2011, 115, 13003-13011.
B. Tian, L. A. Eriksson. Structural changes of Listeria Monocytogenes Sortase A: A key to understanding the catalytic mechanism. Proteins: Struct., Funct., Bioinf. 2011, 79, 1564-1572.
B. Tian, L. A. Eriksson. Catalytic Roles of Active Site Residues in 2-Methyl-3-hydroxypyridine-5-carboxylic Acid Oxygenase: An ONIOM/DFT Study. J. Phys. Chem. B 2011, 115, 1918-1926.
B. Tian, E. Eriksson, L. A. Eriksson. Can range-separated hybrid DFT functionals predict low-lying excitations? A Tookad case study. J. Chem. Theory Comput. 2010, 6, 2086-2094.
B. Tian, Y. Tu, Ǻ. Strid, L. A. Eriksson. Hydroxylation and Ring-opening Mechanism of an Unusual Flavoprotein Monooxygenase, 2-Methyl-3-hydroxypyridine-5-carboxylic Acid Oxygenase: A Theoretical Study. Chem. Eur. J. 2010, 16, 2557-2566.