Mutational Pathway Determines Whether Drug Gradients Accelerate Evolution of Drug-Resistant Cells

被引:75
作者
Greulich, Philip [1 ]
Waclaw, Bartlomiej [1 ]
Allen, Rosalind J. [1 ]
机构
[1] Univ Edinburgh, Sch Phys & Astron, SUPA, Edinburgh EH9 3JZ, Midlothian, Scotland
基金
英国工程与自然科学研究理事会;
关键词
ANTIBIOTIC-RESISTANCE; POPULATION-DYNAMICS; SPECIES RANGE; MODEL; ADAPTATION; EMERGENCE;
D O I
10.1103/PhysRevLett.109.088101
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Drug gradients are believed to play an important role in the evolution of bacteria resistant to antibiotics and tumors resistant to anticancer drugs. We use a statistical physics model to study the evolution of a population of malignant cells exposed to drug gradients, where drug resistance emerges via a mutational pathway involving multiple mutations. We show that a nonuniform drug distribution has the potential to accelerate the emergence of resistance when the mutational pathway involves a long sequence of mutants with increasing resistance, but if the pathway is short or crosses a fitness valley, the evolution of resistance may actually be slowed down by drug gradients. These predictions can be verified experimentally, and may help to improve strategies for combating the emergence of resistance.
引用
收藏
页数:5
相关论文
共 48 条
[1]   Reproduction-time statistics and segregation patterns in growing populations [J].
Ali, Adnan ;
Somfai, Ellak ;
Grosskinsky, Stefan .
PHYSICAL REVIEW E, 2012, 85 (02)
[2]  
[Anonymous], 2006, EVOLUTIONARY DYNAMIC, DOI DOI 10.2307/J.CTVJGHW98
[3]   The relationship between the volume of antimicrobial consumption in human communities and the frequency of resistance [J].
Austin, DJ ;
Kristinsson, KG ;
Anderson, RM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1999, 96 (03) :1152-1156
[4]   Ising quantum chain is equivalent to a model of biological evolution [J].
Baake, E ;
Baake, M ;
Wagner, H .
PHYSICAL REVIEW LETTERS, 1997, 78 (03) :559-562
[5]   Genetic progression and the waiting time to cancer [J].
Beerenwinkel, Niko ;
Antal, Tibor ;
Dingli, David ;
Traulsen, Arne ;
Kinzler, Kenneth W. ;
Velculescu, Victor E. ;
Vogelstein, Bert ;
Nowak, Martin A. .
PLOS COMPUTATIONAL BIOLOGY, 2007, 3 (11) :2239-2246
[6]   Species range expansion by beneficial mutations [J].
Behrman, K. D. ;
Kirkpatrick, M. .
JOURNAL OF EVOLUTIONARY BIOLOGY, 2011, 24 (03) :665-675
[7]   Ecological theory suggests that antimicrobial cycling will not reduce antimicrobial resistance in hospitals [J].
Bergstrom, CT ;
Lo, M ;
Lipsitch, M .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (36) :13285-13290
[8]   Evaluating treatment protocols to prevent antibiotic resistance [J].
Bonhoeffer, S ;
Lipsitch, M ;
Levin, BR .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1997, 94 (22) :12106-12111
[9]   Accumulation of driver and passenger mutations during tumor progression [J].
Bozic, Ivana ;
Antal, Tibor ;
Ohtsuki, Hisashi ;
Carter, Hannah ;
Kim, Dewey ;
Chen, Sining ;
Karchin, Rachel ;
Kinzler, Kenneth W. ;
Bogelstein, Bert ;
Nowak, Martin A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (43) :18545-18550
[10]   Antibiotic interactions that select against resistance [J].
Chait, Remy ;
Craney, Allison ;
Kishony, Roy .
NATURE, 2007, 446 (7136) :668-671