Network physiology reveals relations between network topology and physiological function

被引:547
作者
Bashan, Amir [3 ]
Bartsch, Ronny P. [1 ,2 ]
Kantelhardt, Jan. W. [4 ]
Havlin, Shlomo [3 ]
Ivanov, Plamen Ch [1 ,2 ,5 ,6 ,7 ]
机构
[1] Harvard Univ, Sch Med, Boston, MA 02115 USA
[2] Brigham & Womens Hosp, Div Sleep Med, Boston, MA 02115 USA
[3] Bar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
[4] Univ Halle Wittenberg, Inst Phys, D-06099 Halle, Saale, Germany
[5] Boston Univ, Dept Phys, Boston, MA 02215 USA
[6] Boston Univ, Ctr Polymer Studies, Boston, MA 02215 USA
[7] Bulgarian Acad Sci, Inst Solid State Phys, BU-1784 Sofia, Bulgaria
基金
以色列科学基金会;
关键词
HEART-RATE; PHYLOGENETIC ANALYSIS; SLEEP; CONNECTIVITY; EVOLUTION; FEEDBACK; FAILURE;
D O I
10.1038/ncomms1705
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
The human organism is an integrated network where complex physiological systems, each with its own regulatory mechanisms, continuously interact, and where failure of one system can trigger a breakdown of the entire network. Identifying and quantifying dynamical networks of diverse systems with different types of interactions is a challenge. Here we develop a framework to probe interactions among diverse systems, and we identify a physiological network. We find that each physiological state is characterized by a specific network structure, demonstrating a robust interplay between network topology and function. Across physiological states, the network undergoes topological transitions associated with fast reorganization of physiological interactions on time scales of a few minutes, indicating high network flexibility in response to perturbations. The proposed system-wide integrative approach may facilitate the development of a new field, Network Physiology.
引用
收藏
页数:9
相关论文
共 42 条
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]   RESPIRATORY SINUS ARRHYTHMIA - FREQUENCY DEPENDENT PHENOMENON [J].
ANGELONE, A ;
COULTER, NA .
JOURNAL OF APPLIED PHYSIOLOGY, 1964, 19 (03) :479-&
[3]   Size and form in efficient transportation networks [J].
Banavar, JR ;
Maritan, A ;
Rinaldo, A .
NATURE, 1999, 399 (6732) :130-132
[4]   Experimental evidence for phase synchronization transitions in the human cardiorespiratory system [J].
Bartsch, Ronny ;
Kantelhardt, Jan W. ;
Penzel, Thomas ;
Havlin, Shlomo .
PHYSICAL REVIEW LETTERS, 2007, 98 (05)
[5]  
Bassingthwaighte J.B., 1994, FRACTAL PHYSL, DOI DOI 10.1007/978-1-4614-7572-9
[6]   Emergent properties of networks of biological signaling pathways [J].
Bhalla, US ;
Iyengar, R .
SCIENCE, 1999, 283 (5400) :381-387
[7]   Complex networks: Structure and dynamics [J].
Boccaletti, S. ;
Latora, V. ;
Moreno, Y. ;
Chavez, M. ;
Hwang, D. -U. .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2006, 424 (4-5) :175-308
[8]  
Buchman Timothy G., 2006, P631
[9]   Catastrophic cascade of failures in interdependent networks [J].
Buldyrev, Sergey V. ;
Parshani, Roni ;
Paul, Gerald ;
Stanley, H. Eugene ;
Havlin, Shlomo .
NATURE, 2010, 464 (7291) :1025-1028
[10]   Complex brain networks: graph theoretical analysis of structural and functional systems [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2009, 10 (03) :186-198