Mutational pathway determines whether drug gradients accelerate evolution of drug-resistant cells
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...
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Veröffentlicht in: | Physical review letters 2012-08, Vol.109 (8), p.088101-088101, Article 088101 |
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creator | Greulich, Philip Waclaw, Bartłomiej Allen, Rosalind J |
description | 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. |
doi_str_mv | 10.1103/PhysRevLett.109.088101 |
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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.</description><subject>Cell Physiological Phenomena - drug effects</subject><subject>Cell Physiological Phenomena - genetics</subject><subject>Dose-Response Relationship, Drug</subject><subject>Drug Resistance - genetics</subject><subject>Models, Genetic</subject><subject>Mutation</subject><subject>Pharmaceutical Preparations - administration & dosage</subject><subject>Pharmacokinetics</subject><issn>0031-9007</issn><issn>1079-7114</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpNkE1Lw0AQhhdRbK3-hbJHL6mz2Ta7e5TiF1QU0XOYJLNNJE3q7qal_97UVvE0MDzvO8PD2FjARAiQN6_lzr_RZkEhTASYCWgtQJywoQBlIiXE9JQNAaSIDIAasAvvPwFAxIk-Z4NYAsRKJUOGz13AULUN1nyNodzijhcUyK2qhjzflhRKcrxw3ZIvHRYVNcFzzHOqyWEgTpu27vYFvLU_WOTIVz5gE3gP1f6SnVmsPV0d54h93N-9zx-jxcvD0_x2EeVyZkJEBcZojI6NSmILRazQFDbJdZHpWWatJK1wakQygwwtCEsyEbHNc7Bak7RyxK4PvWvXfnXkQ7qq_P4DbKjtfCpAQ5_obfRockBz13rvyKZrV63Q7Xoo3etN_-ntdyY96O2D4-ONLltR8Rf79Sm_AUIYfEc</recordid><startdate>20120824</startdate><enddate>20120824</enddate><creator>Greulich, Philip</creator><creator>Waclaw, Bartłomiej</creator><creator>Allen, Rosalind J</creator><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20120824</creationdate><title>Mutational pathway determines whether drug gradients accelerate evolution of drug-resistant cells</title><author>Greulich, Philip ; Waclaw, Bartłomiej ; Allen, Rosalind J</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c359t-eda2a99829762f0d27a9df6c8db85bff3e87a491650baf01fe3612fcc0f88e3f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Cell Physiological Phenomena - drug effects</topic><topic>Cell Physiological Phenomena - genetics</topic><topic>Dose-Response Relationship, Drug</topic><topic>Drug Resistance - genetics</topic><topic>Models, Genetic</topic><topic>Mutation</topic><topic>Pharmaceutical Preparations - administration & dosage</topic><topic>Pharmacokinetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Greulich, Philip</creatorcontrib><creatorcontrib>Waclaw, Bartłomiej</creatorcontrib><creatorcontrib>Allen, Rosalind J</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Physical review letters</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Greulich, Philip</au><au>Waclaw, Bartłomiej</au><au>Allen, Rosalind J</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Mutational pathway determines whether drug gradients accelerate evolution of drug-resistant cells</atitle><jtitle>Physical review letters</jtitle><addtitle>Phys Rev Lett</addtitle><date>2012-08-24</date><risdate>2012</risdate><volume>109</volume><issue>8</issue><spage>088101</spage><epage>088101</epage><pages>088101-088101</pages><artnum>088101</artnum><issn>0031-9007</issn><eissn>1079-7114</eissn><abstract>Drug gradients are believed to play an important role in the evolution of bacteria resistant to antibiotics and tumors resistant to anticancer drugs. 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subjects | Cell Physiological Phenomena - drug effects Cell Physiological Phenomena - genetics Dose-Response Relationship, Drug Drug Resistance - genetics Models, Genetic Mutation Pharmaceutical Preparations - administration & dosage Pharmacokinetics |
title | Mutational pathway determines whether drug gradients accelerate evolution of drug-resistant cells |
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