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The Luria–Delbrück experiment (1943) (also called the Fluctuation Test) demonstrated that in
bacteria Bacteria (; : bacterium) are ubiquitous, mostly free-living organisms often consisting of one Cell (biology), biological cell. They constitute a large domain (biology), domain of Prokaryote, prokaryotic microorganisms. Typically a few micr ...
, genetic
mutation In biology, a mutation is an alteration in the nucleic acid sequence of the genome of an organism, virus, or extrachromosomal DNA. Viral genomes contain either DNA or RNA. Mutations result from errors during DNA or viral replication, ...
s arise in the absence of selective pressure rather than being a response to it. Thus, it concluded Darwin's theory of
natural selection Natural selection is the differential survival and reproduction of individuals due to differences in phenotype. It is a key mechanism of evolution, the change in the Heredity, heritable traits characteristic of a population over generation ...
acting on random mutations applies to bacteria as well as to more complex organisms. Max Delbrück and
Salvador Luria Salvador Edward Luria (; ; born Salvatore Luria; August 13, 1912 – February 6, 1991) was an Italian microbiologist, later a Naturalized citizen of the United States#Naturalization, naturalized U.S. citizen. He won the Nobel Prize in Physiology ...
won the 1969
Nobel Prize in Physiology or Medicine The Nobel Prize in Physiology or Medicine () is awarded yearly by the Nobel Assembly at the Karolinska Institute for outstanding discoveries in physiology or medicine. The Nobel Prize is not a single prize, but five separate prizes that, acco ...
in part for this work.


Simple model

Suppose a single bacterium is introduced to a growth medium with rich nutrients, and allowed to grow for N\times of its doubling time, we would obtain 2^N offsprings. Then, we introduce a ''challenge'' by bacteriophages. This would kill off most bacteria, but leave some alive. We can then smear the growth medium over a new growth medium, and count the number of colonies as the number of survivors. In the Lamarckian scenario, each bacterium faces the challenge alone. Most would perish, but a few would survive the ordeal and found a new colony. In the Darwinian scenario, resistance to the phage would randomly occur during the replication. Those that inherited the resistance would survive, while those that did not would die. In the Lamarckian scenario, assuming each bacterium has an equally small probability of survival, then the number of new colonies is Poisson distributed, which decays exponentially at large number of survivors. In the Darwinian scenario, assuming that the probability of mutation is small enough that we expect only a single mutation during the entire replication phase, and that, for simplicity, we really do get just a single mutation, then with probability 1/2 there is a single survivor, with probability 1/4 there are 2 survivors, etc. That is, the probability scales as \frac. In particular, if the distribution of survivor number turns out to decay more like a power law than like an exponential, then we can conclude with high statistical likelihood that Darwinian scenario is true. This is a rough overview of the Luria–Delbrück experiment. (Section 4.4 )


History

By the 1940s the ideas of inheritance and mutation were generally accepted, though the role of DNA as the hereditary material had not yet been established. It was thought that bacteria were somehow different and could develop heritable genetic mutations depending on the circumstances they found themselves: in short, was the mutation in bacteria pre-adaptive (pre-existent) or post-adaptive (directed adaption)?Luria SE (1984) A slot machine, a broken test tube: An autobiography. Harper & Row In their experiment, Luria and Delbrück inoculated a small number of bacteria (''
Escherichia coli ''Escherichia coli'' ( )Wells, J. C. (2000) Longman Pronunciation Dictionary. Harlow ngland Pearson Education Ltd. is a gram-negative, facultative anaerobic, rod-shaped, coliform bacterium of the genus '' Escherichia'' that is commonly fo ...
'') into separate
culture Culture ( ) is a concept that encompasses the social behavior, institutions, and Social norm, norms found in human societies, as well as the knowledge, beliefs, arts, laws, Social norm, customs, capabilities, Attitude (psychology), attitudes ...
tubes. After a period of growth, they plated equal volumes of these separate cultures onto
agar Agar ( or ), or agar-agar, is a jelly-like substance consisting of polysaccharides obtained from the cell walls of some species of red algae, primarily from " ogonori" and " tengusa". As found in nature, agar is a mixture of two components, t ...
containing the T1
phage A bacteriophage (), also known informally as a phage (), is a virus that infects and replicates within bacteria. The term is derived . Bacteriophages are composed of proteins that encapsulate a DNA or RNA genome, and may have structures tha ...
(virus). If resistance to the virus in bacteria were caused by an induced activation in bacteria i.e. if resistance were not due to heritable genetic components, then each plate should contain roughly the same number of resistant colonies. Assuming a constant rate of mutation, Luria hypothesized that if mutations occurred after and in response to exposure to the selective agent, the number of survivors would be distributed according to a
Poisson distribution In probability theory and statistics, the Poisson distribution () is a discrete probability distribution that expresses the probability of a given number of events occurring in a fixed interval of time if these events occur with a known const ...
with the
mean A mean is a quantity representing the "center" of a collection of numbers and is intermediate to the extreme values of the set of numbers. There are several kinds of means (or "measures of central tendency") in mathematics, especially in statist ...
equal to the
variance In probability theory and statistics, variance is the expected value of the squared deviation from the mean of a random variable. The standard deviation (SD) is obtained as the square root of the variance. Variance is a measure of dispersion ...
. This was not what Delbrück and Luria found: Instead the number of resistant colonies on each plate varied drastically: the variance was considerably greater than the mean. Luria and Delbrück proposed that these results could be explained by the occurrence of a constant rate of random mutations in each generation of bacteria growing in the initial culture tubes. Based on these assumptions Delbrück derived a
probability distribution In probability theory and statistics, a probability distribution is a Function (mathematics), function that gives the probabilities of occurrence of possible events for an Experiment (probability theory), experiment. It is a mathematical descri ...
(now called the Luria–Delbrück distribution) that gives a relationship between moments consistent with the experimentally obtained values. Therefore, the conclusion was that mutations in bacteria, as in other organisms, are
random In common usage, randomness is the apparent or actual lack of definite pattern or predictability in information. A random sequence of events, symbols or steps often has no order and does not follow an intelligible pattern or combination. ...
rather than directed. The results of Luria and Delbrück were confirmed in more graphical, but less quantitative, way by Newcombe. Newcombe incubated bacteria in a
Petri dish A Petri dish (alternatively known as a Petri plate or cell-culture dish) is a shallow transparent lidded dish that biologists use to hold growth medium in which cells can be cultured,R. C. Dubey (2014): ''A Textbook Of Biotechnology For Class- ...
for a few hours, then replica plated it onto two new Petri dishes treated with phage. The first plate was left unspread, and the second plate was then respread, that is, bacterial cells were moved around allowing single cells in some colony to form their own new colonies. If colonies contained resistant bacterial cells before entering into contact with the phage virus, one would expect that some of these cells would form new resistant colonies on the respread dish and so to find a higher number of surviving bacteria there. When both plates were incubated for growth, there were actually as much as 50 times greater number of bacterial colonies on the respread dish. This showed that bacterial mutations to virus resistance had randomly occurred during the first incubation. Once again, the mutations occurred before selection was applied. More recently, the results of Luria and Delbrück were questioned by Cairns and others, who studied mutations in sugar
metabolism Metabolism (, from ''metabolē'', "change") is the set of life-sustaining chemical reactions in organisms. The three main functions of metabolism are: the conversion of the energy in food to energy available to run cellular processes; the co ...
as a form of environmental stress. Some scientists suggest that this result may have been caused by selection for gene amplification and/or a higher
mutation rate In genetics, the mutation rate is the frequency of new mutations in a single gene, nucleotide sequence, or organism over time. Mutation rates are not constant and are not limited to a single type of mutation; there are many different types of mu ...
in cells unable to divide. Others have defended the research and propose mechanisms which account for the observed phenomena consistent with adaptive mutagenesis. This distribution appears to have been first determined by Haldane. An unpublished manuscript was discovered in 1991 at
University College London University College London (Trade name, branded as UCL) is a Public university, public research university in London, England. It is a Member institutions of the University of London, member institution of the Federal university, federal Uni ...
describing this distribution. The derivation is different but the results are difficult to compute without the use of a computer.


Description of the test

A small number of cells are used to inoculate parallel cultures in a non-selective medium. The cultures are grown to saturation to obtain equal cell densities. The cells are plated onto selective media to obtain the number of mutants (''r''). Dilutions are plated onto rich medium to calculate the total number of viable cells ( ''N''''t'' ). The number of mutants that appear in the saturated culture is a measure of both the mutation rate and when the mutants arise during the growth of the culture: mutants appearing early in the growth of the culture will propagate many more mutants than those that arise later during growth. These factors cause the frequency (''r''/''N''''t'' ) to vary greatly, even if the number of mutational events (''m'') is the same. Frequency is not a sufficiently accurate measure of mutation and the mutation rate (''m''/''N''''t'') should always be calculated. The estimation of the mutation rate (''μ'') is complex. Luria and Delbruck estimated this parameter from the
mean A mean is a quantity representing the "center" of a collection of numbers and is intermediate to the extreme values of the set of numbers. There are several kinds of means (or "measures of central tendency") in mathematics, especially in statist ...
of the distribution but this estimator was subsequently shown to be biased. The Lea–Coulson method of the
median The median of a set of numbers is the value separating the higher half from the lower half of a Sample (statistics), data sample, a statistical population, population, or a probability distribution. For a data set, it may be thought of as the “ ...
was introduced in 1949. This method is based on the equation : \frac - \ln( m ) - 1.24 = 0 . : where: : ''r'' = median number of colonies on one plate containing the indicator (e.g. rifampicin, sodium chlorate, streptomycin) : ''m'' = a variable which will be varied, corresponds to the mutations/culture : : The value of the variable m is adjusted until the total value of the equation is close to 0. Then the mutation rate (probablitity of a mutation/cell/division or generation) can be calculated as one of three formulae: : (1) \mu = m/ : (2) \mu = m/(2\operatorname(N_t)) : (3) \mu = m\ln(2)/ : where ''N''''t'' is the median of the number of viable cells on a non-indicator plate (often LB agar with no additive) : The choice of which formula to use depends on at which stage in the cell division that the mutations are expected to occur. : This method has since been improved on but these more accurate methods are complex. The Ma–Sandri–Sarkar
maximum likelihood In statistics, maximum likelihood estimation (MLE) is a method of estimating the parameters of an assumed probability distribution, given some observed data. This is achieved by maximizing a likelihood function so that, under the assumed stati ...
estimator is currently the best known
estimator In statistics, an estimator is a rule for calculating an estimate of a given quantity based on Sample (statistics), observed data: thus the rule (the estimator), the quantity of interest (the estimand) and its result (the estimate) are distinguish ...
. A number of additional methods and estimates from experimental data have been described. Two web-applications for the calculation of the mutation rate are freely available: Falcor an
bz-rates
Bz-rates implements a generalized version of the Ma–Sandri–Sarkar
maximum likelihood In statistics, maximum likelihood estimation (MLE) is a method of estimating the parameters of an assumed probability distribution, given some observed data. This is achieved by maximizing a likelihood function so that, under the assumed stati ...
estimator that can take into account the relative differential growth rate between mutant and wild-type cells as well as a generating function estimator that can estimate both the mutation rate and the differential growth rate. A worked example is shown in this paper by Jones ''et al''.


Distribution

In all these models the mutation rate (''μ'') and growth rate (''β'') were assumed to be constant. The model can be easily generalized to relax these and other constraints. These rates are likely to differ in non experimental settings. The models also require that ''N''''t'' ''μ'' >> 1 where ''N''''t'' is the total number of organisms. This assumption is likely to hold in most realistic or experimental settings. Luria and Delbrück estimated the mutation rate (mutations per bacterium per unit time) from the equation : \mu = \frac where ''β'' is the cellular growth rate, ''n''0 is the initial number of bacteria in each culture, ''t'' is the time, and : \rho = \frac N where ''N''''s'' is the number of cultures without resistant bacteria and ''N'' is the total number of cultures. Lea and Coulson's model differed from the original in that they considered a collection of independent Yule processes (a filtered
Poisson process In probability theory, statistics and related fields, a Poisson point process (also known as: Poisson random measure, Poisson random point field and Poisson point field) is a type of mathematical object that consists of Point (geometry), points ...
). Numerical comparisons of these two models with realistic values of the parameters has shown that they differ only slightly. The
generating function In mathematics, a generating function is a representation of an infinite sequence of numbers as the coefficients of a formal power series. Generating functions are often expressed in closed form (rather than as a series), by some expression invo ...
for this model was found by Bartlett in 1978Bartlett M. (1978) An introduction to stochastic processes. Cambridge University Press, Cambridge, 3rd edition and is : G( z, \mu, \varphi) = \exp\left( \frac\left( \frac - 1 \right) \log\left( 1 - \varphi z \right) \right) where ''μ'' is the mutation rate (assumed to be constant), with ''β'' as the cellular growth rate (also assumed to be constant) and ''t'' as the time. The determination of ''μ'' from this equation has proved difficult but a solution was discovered in 2005. Differentiation of the generating function with respect to ''μ'' allows the application of the Newton–Raphson method which together with the use of a score function allows one to obtain confidence intervals for ''μ''.


Molecular biology

The mechanism of resistance to the phage T1 appears to have been due to mutations in the ''fhu''A gene - a membrane protein that acts as the T1 receptor. The ''ton''B gene product is also required for infection by T1. The FhuA protein is actively involved in the transport of ferrichrome, albomycin and
rifamycin The rifamycins are a group of antibiotics that are synthesized either naturally by the bacterium '' Amycolatopsis rifamycinica'' or artificially. They are a subclass of the larger family of ansamycins. Rifamycins are particularly effective aga ...
. It also confers sensitivity to microcin J25 and colicin M and acts as a receptor for the phages T5 and phi80 as well as T1. The FhuA protein has a beta-barrel domain (residues 161 to 714) that is closed by a globular cork domain (residues 1 to 160). Within the cork domain is the TonB binding region (residues 7 to 11). The large membrane spanning monomeric β-barrel domains have 22 β-strands of variable length, several of which extend significantly beyond the membrane hydrophobic core into the extracellular space. There are 11 extracellular loops numbered L1 to L11. The L4 loop is where the T1 phage binds.


References


External links


On Mutation lab

Profiles in Science: The Salvador E. Luria Papers
Information on Salvador Luria from the National Library of Medicine {{DEFAULTSORT:Luria-Delbruck experiment Biology experiments Genetics experiments Statistical genetics Bacteria 1943 in biology