TY - JOUR
T1 - Local growth rules can maintain metabolically efficient spatial structure throughout growth
AU - Guo, Yipei
AU - Tikhonov, Mikhail
AU - Brenner, Michael P.
N1 - Publisher Copyright:
© 2018 National Academy of Sciences. All right reserved.
PY - 2018/4/3
Y1 - 2018/4/3
N2 - A ubiquitous feature of bacterial communities is the existence of spatial structures. These are often coupled to metabolism, whereby the spatial organization can improve chemical reaction efficiency. However, it is not clear whether or how a desired colony configuration, for example, one that optimizes some overall global objective, could be achieved by individual cells that do not have knowledge of their positions or of the states of all other cells. By using a model which consists of cells producing enzymes that catalyze coupled metabolic reactions, we show that simple, local rules can be sufficient for achieving a global, community-level goal. In particular, even though the optimal configuration varies with colony size, we demonstrate that cells regulating their relative enzyme levels based solely on local metabolite concentrations can maintain the desired overall spatial structure during colony growth. We also show that these rules can be very simple and hence easily implemented by cells. Our framework also predicts scenarios where additional signaling mechanisms may be required.
AB - A ubiquitous feature of bacterial communities is the existence of spatial structures. These are often coupled to metabolism, whereby the spatial organization can improve chemical reaction efficiency. However, it is not clear whether or how a desired colony configuration, for example, one that optimizes some overall global objective, could be achieved by individual cells that do not have knowledge of their positions or of the states of all other cells. By using a model which consists of cells producing enzymes that catalyze coupled metabolic reactions, we show that simple, local rules can be sufficient for achieving a global, community-level goal. In particular, even though the optimal configuration varies with colony size, we demonstrate that cells regulating their relative enzyme levels based solely on local metabolite concentrations can maintain the desired overall spatial structure during colony growth. We also show that these rules can be very simple and hence easily implemented by cells. Our framework also predicts scenarios where additional signaling mechanisms may be required.
KW - Local rules
KW - Metabolism
KW - Spatial structure
UR - http://www.scopus.com/inward/record.url?scp=85044848150&partnerID=8YFLogxK
U2 - 10.1073/pnas.1801853115
DO - 10.1073/pnas.1801853115
M3 - Article
C2 - 29555757
AN - SCOPUS:85044848150
SN - 0027-8424
VL - 115
SP - 3593
EP - 3598
JO - Proceedings of the National Academy of Sciences of the United States of America
JF - Proceedings of the National Academy of Sciences of the United States of America
IS - 14
ER -