Signal transduction is of vital importance to the growth and adaptation of living organisms. The key to understand mechanisms of biological signal transduction is elucidation of the conformational dynamics of its signaling proteins, as the activation of a signaling protein is fundamentally a process of conformational transition from an inactive to an active state. A predominant form of signal transduction for bacterial sensing of environmental changes in the wild or inside their hosts is a variety of two-component systems, in which the conformational transition of a response regulator (RR) from an inactive to an active state initiates responses to the environmental changes. Here, RR activation has been investigated using RR468 as a model system by extensive unbiased all-atom molecular dynamics (MD) simulations in explicit solvent, starting from snapshots along a targeted MD trajectory that covers the conformational transition. Markov state modeling, transition path theory, and geometric analyses of the wealth of the MD data have provided a comprehensive description of the RR activation. It involves a network of metastable states, with one metastable state essentially the same as the inactive state and another very similar to the active state that are connected via a small set of intermediates. Five major pathways account for >75% of the fluxes of the conformational transition from the inactive to the active-like state. The thermodynamic stability of the states and the activation barriers between states are found, to identify rate-limiting steps. The conformal transition is initiated predominantly by movements of the beta 3 alpha 3 loop, followed by movements of the beta 4 alpha 4-loop and neighboring alpha 4 helix region, and capped by additional movements of the beta 3 alpha 3 loop. A number of transient hydrophobic and hydrogen bond interactions are revealed, and they may be important for the conformational transition.
机构:
Stanford Univ, Biophys Program, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Beauchamp, Kyle A.
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Bowman, Gregory R.
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Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Bowman, Gregory R.
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Lane, Thomas J.
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Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Lane, Thomas J.
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Maibaum, Lutz
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Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Maibaum, Lutz
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Haque, Imran S.
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Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Haque, Imran S.
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Pande, Vijay S.
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h-index: 0
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Stanford Univ, Biophys Program, Stanford, CA 94305 USA
Stanford Univ, Dept Chem, Stanford, CA 94305 USA
Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
机构:
Stanford Univ, Biophys Program, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Beauchamp, Kyle A.
;
Ensign, Daniel L.
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Univ Texas Austin, Dept Chem & Biochem, Austin, TX 78712 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Ensign, Daniel L.
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Das, Rhiju
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Pande, Vijay S.
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h-index: 0
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Stanford Univ, Biophys Program, Stanford, CA 94305 USA
Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
机构:
NIH, Math & Stat Comp Lab, Div Computat Biosci, Ctr Informat Technol, Bethesda, MD 20892 USANIH, Math & Stat Comp Lab, Div Computat Biosci, Ctr Informat Technol, Bethesda, MD 20892 USA
Berezhkovskii, Alexander
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Hummer, Gerhard
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NIDDKD, Chem Phys Lab, NIH, Bethesda, MD 20892 USANIH, Math & Stat Comp Lab, Div Computat Biosci, Ctr Informat Technol, Bethesda, MD 20892 USA
Hummer, Gerhard
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Szabo, Attila
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NIDDKD, Chem Phys Lab, NIH, Bethesda, MD 20892 USANIH, Math & Stat Comp Lab, Div Computat Biosci, Ctr Informat Technol, Bethesda, MD 20892 USA
机构:
Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Dept Chem, Stanford, CA 94305 USA
Bowman, Gregory R.
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Voelz, Vincent A.
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Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Dept Chem, Stanford, CA 94305 USA
Voelz, Vincent A.
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Pande, Vijay S.
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h-index: 0
机构:
Stanford Univ, Dept Chem, Stanford, CA 94305 USA
Stanford Univ, Biophys Program, Stanford, CA 94305 USAStanford Univ, Dept Chem, Stanford, CA 94305 USA
机构:
Stanford Univ, Biophys Program, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Beauchamp, Kyle A.
;
Bowman, Gregory R.
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h-index: 0
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Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Bowman, Gregory R.
;
Lane, Thomas J.
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h-index: 0
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Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Lane, Thomas J.
;
Maibaum, Lutz
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h-index: 0
机构:
Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Maibaum, Lutz
;
Haque, Imran S.
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h-index: 0
机构:
Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Haque, Imran S.
;
Pande, Vijay S.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Biophys Program, Stanford, CA 94305 USA
Stanford Univ, Dept Chem, Stanford, CA 94305 USA
Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
机构:
Stanford Univ, Biophys Program, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Beauchamp, Kyle A.
;
Ensign, Daniel L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Dept Chem & Biochem, Austin, TX 78712 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
Ensign, Daniel L.
;
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机构:
Das, Rhiju
;
Pande, Vijay S.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Biophys Program, Stanford, CA 94305 USA
Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Biophys Program, Stanford, CA 94305 USA
机构:
NIH, Math & Stat Comp Lab, Div Computat Biosci, Ctr Informat Technol, Bethesda, MD 20892 USANIH, Math & Stat Comp Lab, Div Computat Biosci, Ctr Informat Technol, Bethesda, MD 20892 USA
Berezhkovskii, Alexander
;
Hummer, Gerhard
论文数: 0引用数: 0
h-index: 0
机构:
NIDDKD, Chem Phys Lab, NIH, Bethesda, MD 20892 USANIH, Math & Stat Comp Lab, Div Computat Biosci, Ctr Informat Technol, Bethesda, MD 20892 USA
Hummer, Gerhard
;
Szabo, Attila
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h-index: 0
机构:
NIDDKD, Chem Phys Lab, NIH, Bethesda, MD 20892 USANIH, Math & Stat Comp Lab, Div Computat Biosci, Ctr Informat Technol, Bethesda, MD 20892 USA
机构:
Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Dept Chem, Stanford, CA 94305 USA
Bowman, Gregory R.
;
Voelz, Vincent A.
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h-index: 0
机构:
Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Dept Chem, Stanford, CA 94305 USA
Voelz, Vincent A.
;
Pande, Vijay S.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Chem, Stanford, CA 94305 USA
Stanford Univ, Biophys Program, Stanford, CA 94305 USAStanford Univ, Dept Chem, Stanford, CA 94305 USA