Si-Kao Guo

Dr. Si-Kao Guo

TC Jenkins Department of Biophysics, Johns Hopkins University, Baltimore, Maryland, USA
orcid
Postdoc in computational biophysics. Focusing on protein ass...

Research Focus & Metrics

Academic Career Length

10Years (2017-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
1 February 2017 in Journal of Theoretical Biology
Verified
Journal Article
Closed access
Si-Kao GuoSi-Kao Guo
Si-Kao Guo
PWPeng-Ye Wang
Peng-Ye Wang
PXPing Xie
Ping Xie

28 October 2018 in Proteins: Structure, Function, and Bioinformatics
Verified
Journal Article
Closed access
PDF file
XSXiao‐Xuan Shi
Xiao‐Xuan Shi
YFYi‐Ben Fu
Yi‐Ben Fu
Si-Kao GuoSi-Kao Guo
Si-Kao Guo
PWPeng-Ye Wang
Peng-Ye Wang
HCHong Chen
Hong Chen
PXPing Xie
Ping Xie

7 October 2019 in Proteins: Structure, Function, and Bioinformatics
Verified
Journal Article
Closed access
PDF file
XSXiao‐Xuan Shi
Xiao‐Xuan Shi
Si-Kao GuoSi-Kao Guo
Si-Kao Guo
PWPeng-Ye Wang
Peng-Ye Wang
HCHong Chen
Hong Chen
PXPing Xie
Ping Xie

1 October 2019 in Biophysical Chemistry
Verified
Journal Article
Closed access
Si-Kao GuoSi-Kao Guo
Si-Kao Guo
XSXiao-Xuan Shi
Xiao-Xuan Shi
PWPeng-Ye Wang
Peng-Ye Wang
PXPing Xie
Ping Xie

20 July 2018 in FEBS Open Bio
Verified
Journal Article
Open access
PDF file
Si-Kao GuoSi-Kao Guo
Si-Kao Guo
XSXiao‐Xuan Shi
Xiao‐Xuan Shi
PWPeng-Ye Wang
Peng-Ye Wang
PXPing Xie
Ping Xie
Kinesin‐1 is a homodimeric motor protein that can move along microtubule filaments by hydrolyzing ATP with a high processivity. How the two motor domains are coordinated to achieve such high processivity is not clear. To address this issue, we computationally studied the run length of the dimer with our proposed model. The computational data quantitatively reproduced the puzzling experimental data, including the dramatically asymmetric character of the run length with respect to the direction of external load acting on the coiled‐coil stalk, the enhancement of the run length by addition of phosphate, and the contrary features of the run length for different types of kinesin‐1 with extensions of their neck linkers compared with those without extension of the neck linker. The computational data on other aspects of the movement dynamics such as velocity and durations of one‐head‐bound and two‐head‐bound states in a mechanochemical coupling cycle were also in quantitative agreement with the available experimental data. Moreover, predicted results are provided on dependence of the run length upon external load acting on one head of the dimer, which can be easily tested in the future using single‐molecule optical trapping assays.

21 March 2022 in PLOS Computational Biology
Verified
Journal Article
Open access
PDF file
Si-Kao GuoSi-Kao Guo
Si-Kao Guo
ASAlexander Sodt
Alexander Sodt
MJMargaret E. Johnson
Margaret E. Johnson
Clathrin-coated structures must assemble on cell membranes to internalize receptors, with the clathrin protein only linked to the membrane via adaptor proteins. These structures can grow surprisingly large, containing over 20 clathrin, yet they often fail to form productive vesicles, instead aborting and disassembling. We show that clathrin structures of this size can both form and disassemble spontaneously when adaptor protein availability is low, despite high abundance of clathrin. Here, we combine recent in vitro kinetic measurements with microscopic reaction-diffusion simulations and theory to differentiate mechanisms of stable vs unstable clathrin assembly on membranes. While in vitro conditions drive assembly of robust, stable lattices, we show that concentrations, geometry, and dimensional reduction in physiologic-like conditions do not support nucleation if only the key adaptor AP-2 is included, due to its insufficient abundance. Nucleation requires a stoichiometry of adaptor to clathrin that exceeds 1:1, meaning additional adaptor types are necessary to form lattices successfully and efficiently. We show that the critical nucleus contains ~25 clathrin, remarkably similar to sizes of the transient and abortive structures observed in vivo. Lastly, we quantify the cost of bending the membrane under our curved clathrin lattices using a continuum membrane model. We find that the cost of bending the membrane could be largely offset by the energetic benefit of forming curved rather than flat structures, with numbers comparable to experiments. Our model predicts how adaptor density can tune clathrin-coated structures from the transient to the stable, showing that active energy consumption is therefore not required for lattice disassembly or remodeling during growth, which is a critical advance towards predicting productive vesicle formation.