TY - JOUR
T1 - A master equation approach to actin polymerization applied to endocytosis in yeast
AU - Wang, Xinxin
AU - Carlsson, Anders E.
N1 - Funding Information:
This work was supported by the National Institute of General Medical Sciences (https://www.nigms.nih.gov) under Grant R01 GM107667 to AEC and the National Science Foundation (https://www.nsf.gov) under Grant Agreement CMMI:15-458571 to AEC. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Publisher Copyright:
© 2017 Wang, Carlsson.
PY - 2017/12
Y1 - 2017/12
N2 - We present a Master Equation approach to calculating polymerization dynamics and force generation by branched actin networks at membranes. The method treats the time evolution of the F-actin distribution in three dimensions, with branching included as a directional spreading term. It is validated by comparison with stochastic simulations of force generation by actin polymerization at obstacles coated with actin “nucleation promoting factors” (NPFs). The method is then used to treat the dynamics of actin polymerization and force generation during endocytosis in yeast, using a model in which NPFs form a ring around the endocytic site, centered by a spot of molecules attaching the actin network strongly to the membrane. We find that a spontaneous actin filament nucleation mechanism is required for adequate forces to drive the process, that partial inhibition of branching and polymerization lead to different characteristic responses, and that a limited range of polymerization-rate values provide effective invagination and obtain correct predictions for the effects of mutations in the active regions of the NPFs.
AB - We present a Master Equation approach to calculating polymerization dynamics and force generation by branched actin networks at membranes. The method treats the time evolution of the F-actin distribution in three dimensions, with branching included as a directional spreading term. It is validated by comparison with stochastic simulations of force generation by actin polymerization at obstacles coated with actin “nucleation promoting factors” (NPFs). The method is then used to treat the dynamics of actin polymerization and force generation during endocytosis in yeast, using a model in which NPFs form a ring around the endocytic site, centered by a spot of molecules attaching the actin network strongly to the membrane. We find that a spontaneous actin filament nucleation mechanism is required for adequate forces to drive the process, that partial inhibition of branching and polymerization lead to different characteristic responses, and that a limited range of polymerization-rate values provide effective invagination and obtain correct predictions for the effects of mutations in the active regions of the NPFs.
UR - http://www.scopus.com/inward/record.url?scp=85039918369&partnerID=8YFLogxK
U2 - 10.1371/journal.pcbi.1005901
DO - 10.1371/journal.pcbi.1005901
M3 - Article
C2 - 29240771
AN - SCOPUS:85039918369
SN - 1553-734X
VL - 13
JO - PLoS computational biology
JF - PLoS computational biology
IS - 12
M1 - e1005901
ER -