Computational challenges of systems biology

被引:43
|
作者
Finkelstein, A [1 ]
Hetherington, J [1 ]
Li, LZ [1 ]
Margoninski, O [1 ]
Saffrey, P [1 ]
Seymour, R [1 ]
Warner, A [1 ]
机构
[1] UCL, London WC1E 6BT, England
关键词
D O I
10.1109/MC.2004.1297236
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
By posing novel computational challenges and stretching the state of the art, bioinformatics has become the computing response to the molecular revolution in biology. But bioinformatics is only the first step in reshaping the life sciences. For further progress we must return to the study of whole biological systems: the heart, cardiovascular system, brain, and liver. Progress in systems biology will require computer scientists to work closely with life scientists and mathematicians. In contrast to the molecular biology revolution, computer science will actively engage in shaping systems biology. The prize to be attained is immense, ranging from in silico drug design and testing to individualized medicine that takes into account physiology and genetic profiles.
引用
收藏
页码:26 / +
页数:9
相关论文
共 50 条
  • [21] Aging and computational systems biology
    Mooney, Kathleen M.
    Morgan, Amy E.
    Mc Auley, Mark T.
    WILEY INTERDISCIPLINARY REVIEWS-SYSTEMS BIOLOGY AND MEDICINE, 2016, 8 (02) : 123 - 139
  • [22] Computational systems biology for toxicology
    Mendes, Pedro
    TOXICOLOGY LETTERS, 2014, 229 : S13 - S13
  • [23] Toward computational systems biology
    You, LC
    CELL BIOCHEMISTRY AND BIOPHYSICS, 2004, 40 (02) : 167 - 184
  • [24] Computational systems biology of aging
    Kriete, Andres
    Lechner, Mark
    Clearfield, Drew
    Bohmann, Dirk
    WILEY INTERDISCIPLINARY REVIEWS-SYSTEMS BIOLOGY AND MEDICINE, 2011, 3 (04) : 414 - 428
  • [25] Computational Models in Systems Biology
    Chen, Xue-wen
    2009 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING ( GRC 2009), 2009, : 1 - 1
  • [26] Toward computational systems biology
    Lingchong You
    Cell Biochemistry and Biophysics, 2004, 40 : 167 - 184
  • [27] Computational Inference in Systems Biology
    Macdonald, Benn
    Husmeier, Dirk
    BIOINFORMATICS AND BIOMEDICAL ENGINEERING (IWBBIO 2015), PT II, 2015, 9044 : 276 - 288
  • [28] India's Computational Biology Growth and Challenges
    Chakraborty, Chiranjib
    Bandyopadhyay, Sanghamitra
    Agoramoorthy, Govindasamy
    INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, 2016, 8 (03) : 263 - 276
  • [29] The Center for Computational Biology: resources, achievements, and challenges
    Toga, Arthur W.
    Dinov, Ivo D.
    Thompson, Paul M.
    Woods, Roger P.
    Van Horn, John D.
    Shattuck, David W.
    Parker, D. Stott
    JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2012, 19 (02) : 202 - 206
  • [30] India’s Computational Biology Growth and Challenges
    Chiranjib Chakraborty
    Sanghamitra Bandyopadhyay
    Govindasamy Agoramoorthy
    Interdisciplinary Sciences: Computational Life Sciences, 2016, 8 : 263 - 276