genetica per scienze naturali a.a. 05-06 prof s. presciuttini evolution in a glass experimental work...

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Genetica per Scienze Natura a.a. 05-06 prof S. Presciut Evolution in a glass Experimental work with bacteria, eukaryotic micro- Experimental work with bacteria, eukaryotic micro- organisms and very small animals can tell us much organisms and very small animals can tell us much about the occurrence and properties of mutations, about the occurrence and properties of mutations, including beneficial mutations. Over the last fifty including beneficial mutations. Over the last fifty years or so beneficial mutations have been observed to years or so beneficial mutations have been observed to occur in a number of studies occur in a number of studies Most of these experiments were done in a continuous Most of these experiments were done in a continuous culture system called a culture system called a chemostat chemostat . . A chemostat consists of a bottle in which the A chemostat consists of a bottle in which the organisms grow. Growth medium (i.e. food) is organisms grow. Growth medium (i.e. food) is continuously pumped into the bottle and waste continuously pumped into the bottle and waste products, residual medium and organisms flow out. The products, residual medium and organisms flow out. The contents of the bottle are well mixed so that each contents of the bottle are well mixed so that each critter in the chemostat has an equal chance of critter in the chemostat has an equal chance of getting at each bit of food. Factors that affect the getting at each bit of food. Factors that affect the growth of the organisms such as temperature are growth of the organisms such as temperature are controlled, sometimes quite rigourously. Several controlled, sometimes quite rigourously. Several variations of chemostats have been developed. variations of chemostats have been developed.

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Page 1: Genetica per Scienze Naturali a.a. 05-06 prof S. Presciuttini Evolution in a glass Experimental work with bacteria, eukaryotic micro-organisms and very

Genetica per Scienze Naturalia.a. 05-06 prof S. Presciuttini

Evolution in a glass Experimental work with bacteria, eukaryotic micro-organisms and Experimental work with bacteria, eukaryotic micro-organisms and

very small animals can tell us much about the occurrence and very small animals can tell us much about the occurrence and properties of mutations, including beneficial mutations. Over the last properties of mutations, including beneficial mutations. Over the last fifty years or so beneficial mutations have been observed to occur in a fifty years or so beneficial mutations have been observed to occur in a number of studiesnumber of studies

Most of these experiments were done in a continuous culture system Most of these experiments were done in a continuous culture system called a called a chemostatchemostat. .

A chemostat consists of a bottle in which the organisms grow. Growth A chemostat consists of a bottle in which the organisms grow. Growth medium (i.e. food) is continuously pumped into the bottle and waste medium (i.e. food) is continuously pumped into the bottle and waste products, residual medium and organisms flow out. The contents of products, residual medium and organisms flow out. The contents of the bottle are well mixed so that each critter in the chemostat has an the bottle are well mixed so that each critter in the chemostat has an equal chance of getting at each bit of food. Factors that affect the equal chance of getting at each bit of food. Factors that affect the growth of the organisms such as temperature are controlled, growth of the organisms such as temperature are controlled, sometimes quite rigourously. Several variations of chemostats have sometimes quite rigourously. Several variations of chemostats have been developed.been developed.

Page 2: Genetica per Scienze Naturali a.a. 05-06 prof S. Presciuttini Evolution in a glass Experimental work with bacteria, eukaryotic micro-organisms and very

Genetica per Scienze Naturalia.a. 05-06 prof S. Presciuttini

The chemostat

Schematic diagram of a chemostat, a device for the Schematic diagram of a chemostat, a device for the continuous culture of bacteria. The chemostat relieves the continuous culture of bacteria. The chemostat relieves the environmental conditions that restrict growth by environmental conditions that restrict growth by continuously supplying nutrients to cells and continuously supplying nutrients to cells and rremoving emoving waste substances and spent cells from the culture mediumwaste substances and spent cells from the culture medium

Continuous culture, in a device called a chemostat, can be used to maintain a bacterial population at a constant density, a situation that is, in many ways, more similar to bacterial growth in natural environments. In a chemostat, the growth chamber is connected to a reservoir of sterile medium. Once growth is initiated, fresh medium is continuously supplied from the reservoir. The volume of fluid in the growth chamber is maintained at a constant level by some sort of overflow drain. Fresh medium is allowed to enter into the growth chamber at a rate that limits the growth of the bacteria. The bacteria grow (cells are formed) at the same rate that bacterial cells (and spent medium) are removed by the overflow. The rate of addition of the fresh medium determines the rate of growth because the fresh medium always contains a limiting amount of an essential nutrient.

Page 3: Genetica per Scienze Naturali a.a. 05-06 prof S. Presciuttini Evolution in a glass Experimental work with bacteria, eukaryotic micro-organisms and very

Genetica per Scienze Naturalia.a. 05-06 prof S. Presciuttini

Fluctuations of mutant strains In In an earlyan early study study,, resistance to a resistance to a phagephage was used as a marker to follow the was used as a marker to follow the

appearance of some mutations in a chemostat culture.appearance of some mutations in a chemostat culture. Novick and Szilard grew Novick and Szilard grew E. coliE. coli in a chemostat at a steady-state density of about 3 × in a chemostat at a steady-state density of about 3 ×

101088 cells per ml. Periodically they assayed cells sampled from the chemostat for cells per ml. Periodically they assayed cells sampled from the chemostat for resistance to infection by bacteriophage T5 and calculated the density of T5 resistance to infection by bacteriophage T5 and calculated the density of T5 resistant cells in the culture.resistant cells in the culture.

At no time was phage T5 present in the chemostat nor had the cells in the chemostat At no time was phage T5 present in the chemostat nor had the cells in the chemostat been exposed to phage T5. They found that there was always a fraction of cells in been exposed to phage T5. They found that there was always a fraction of cells in the culture that was resistant to T5.the culture that was resistant to T5.

The density of resistant cells fluctuated betweeen 10The density of resistant cells fluctuated betweeen 1022 and 10 and 1033 per ml. per ml. The increases and decreases reflect the occurrence of mutations within strains in the The increases and decreases reflect the occurrence of mutations within strains in the

chemostat. The initial increase in the frequency of resistant cells occurs because a chemostat. The initial increase in the frequency of resistant cells occurs because a mutation occurs within a T5 resistant strain that makes it (and its descendents) the mutation occurs within a T5 resistant strain that makes it (and its descendents) the fastest growing cells in the culture. As long as this strain remains the fastest fastest growing cells in the culture. As long as this strain remains the fastest growing one its representation in the population will increase. Eventually different growing one its representation in the population will increase. Eventually different favorable mutation occurs in a cell that is sensitive to T5 that makes it (and its favorable mutation occurs in a cell that is sensitive to T5 that makes it (and its descendents) the fastest growing cells in the culture. This causes the frequency of descendents) the fastest growing cells in the culture. This causes the frequency of T5 resistance to decline. Later a different mutation occurs in a T5 resistant strain T5 resistance to decline. Later a different mutation occurs in a T5 resistant strain that makes it the fastest growing strain. Its frequency increases, and so on.that makes it the fastest growing strain. Its frequency increases, and so on.

Page 4: Genetica per Scienze Naturali a.a. 05-06 prof S. Presciuttini Evolution in a glass Experimental work with bacteria, eukaryotic micro-organisms and very

Genetica per Scienze Naturalia.a. 05-06 prof S. Presciuttini

Neutral mutations It is important to note that in this environment sensitivity and resistance to infection It is important to note that in this environment sensitivity and resistance to infection

by T5 is a neutral trait here. Because there is no T5 in the environment, resistance by T5 is a neutral trait here. Because there is no T5 in the environment, resistance does not provide an advantage.does not provide an advantage.

But it doesn't seem to provide much disadvantage either. If it provided a But it doesn't seem to provide much disadvantage either. If it provided a disadvantage, the resistant cells would washout of the chemostat. In this disadvantage, the resistant cells would washout of the chemostat. In this environment, it is selectively neutral.environment, it is selectively neutral.

Mutations in other genes cause some cells to have a higher growth rate. It is just a Mutations in other genes cause some cells to have a higher growth rate. It is just a matter of whether these mutations occur first in resistant or sensitive cells that matter of whether these mutations occur first in resistant or sensitive cells that determines whether the frequency of T5 resistant cells increases or decreases.determines whether the frequency of T5 resistant cells increases or decreases.

It's a hitchhiking effect - the T5 resistance gene just goes along for the ride with the It's a hitchhiking effect - the T5 resistance gene just goes along for the ride with the genes causing the fluctuations.genes causing the fluctuations.

Bacteria carrying neutral mutations constitute a fluctuatingBacteria carrying neutral mutations constitute a fluctuating proportion of growing proportion of growing cultures. The fluctuations are attributedcultures. The fluctuations are attributed to periodic selection of fitter clones, with to periodic selection of fitter clones, with each successiveeach successive sweep replacing less fit members of the population, includingsweep replacing less fit members of the population, including those those with neutral mutations. The frequency of neutral mutationswith neutral mutations. The frequency of neutral mutations can also change in clonal can also change in clonal populations as a consequence of hitchhikingpopulations as a consequence of hitchhiking with favorable mutations.with favorable mutations.

Page 5: Genetica per Scienze Naturali a.a. 05-06 prof S. Presciuttini Evolution in a glass Experimental work with bacteria, eukaryotic micro-organisms and very

Genetica per Scienze Naturalia.a. 05-06 prof S. Presciuttini

An example with yeast Paquin & Adams (1983) studied haploid and diploid populations of yeast to estimate Paquin & Adams (1983) studied haploid and diploid populations of yeast to estimate

the relative rate that beneficial mutations would arise in an asexual population of each the relative rate that beneficial mutations would arise in an asexual population of each type. type.

Populations were kept in a chemostat (a fairly constant environment) at a population Populations were kept in a chemostat (a fairly constant environment) at a population size of about 5 billion. Initially, the population was started from a single clone (one size of about 5 billion. Initially, the population was started from a single clone (one genotype). genotype).

A neutral marker, canavanine resistance then increased in frequency due to mutation A neutral marker, canavanine resistance then increased in frequency due to mutation pressure alone (amino acid mutation rate = 10pressure alone (amino acid mutation rate = 10 -7-7), although the mutations always ), although the mutations always remained low in frequency (< 10remained low in frequency (< 10-5-5) during the hundreds of generations of the ) during the hundreds of generations of the experiment. experiment.

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When a beneficial mutation When a beneficial mutation occurred, it was most likely to arise occurred, it was most likely to arise in a canavanine sensitive cell. in a canavanine sensitive cell. The beneficial mutation would then The beneficial mutation would then sweep through the population. sweep through the population. Canavanine sensitivity would "hitch-Canavanine sensitivity would "hitch-hike" along, driving back down the hike" along, driving back down the frequency of canavanine resistance.frequency of canavanine resistance.

Page 6: Genetica per Scienze Naturali a.a. 05-06 prof S. Presciuttini Evolution in a glass Experimental work with bacteria, eukaryotic micro-organisms and very

Genetica per Scienze Naturalia.a. 05-06 prof S. Presciuttini

Interpreting mutant fluctuations This chart is an explanation of what happens in the chemostatThis chart is an explanation of what happens in the chemostat

Page 7: Genetica per Scienze Naturali a.a. 05-06 prof S. Presciuttini Evolution in a glass Experimental work with bacteria, eukaryotic micro-organisms and very

Genetica per Scienze Naturalia.a. 05-06 prof S. Presciuttini

Genetic drift Fluctuations of mutant-clone frequencies in the chemostat are Fluctuations of mutant-clone frequencies in the chemostat are

examples of the process known as examples of the process known as genetic driftgenetic drift.. If a population is finite in size (as all populations are) and if a given If a population is finite in size (as all populations are) and if a given

pair of parents pair of parents of a diploid species of a diploid species has only a small number of has only a small number of offspring, then, even in the absence of all selective forces, the offspring, then, even in the absence of all selective forces, the frequency of a gene will not be exactly reproduced in the next frequency of a gene will not be exactly reproduced in the next generation, because of sampling error.generation, because of sampling error. If, in a population of 1000 individuals, the frequency of If, in a population of 1000 individuals, the frequency of aa is 0.5 in one is 0.5 in one

generation, then it may by chance be 0.493 or 0.505 in the next generation generation, then it may by chance be 0.493 or 0.505 in the next generation because of the chance production of slightly more or slightly fewer progeny of because of the chance production of slightly more or slightly fewer progeny of each genotype. In the second generation, there is another sampling error based each genotype. In the second generation, there is another sampling error based on the new gene frequency, so the frequency of on the new gene frequency, so the frequency of aa may go from 0.505 to 0.511 may go from 0.505 to 0.511 or back to 0.498. This process of random fluctuation continues generation after or back to 0.498. This process of random fluctuation continues generation after generation, with no force pushing the frequency back to its initial state, because generation, with no force pushing the frequency back to its initial state, because the population has no "genetic memory" of its state many generations ago. Each the population has no "genetic memory" of its state many generations ago. Each generation is an independent event.generation is an independent event.

Page 8: Genetica per Scienze Naturali a.a. 05-06 prof S. Presciuttini Evolution in a glass Experimental work with bacteria, eukaryotic micro-organisms and very

Genetica per Scienze Naturalia.a. 05-06 prof S. Presciuttini

Extinction of genetic variability by genetic drift The final result of this random change in allelic frequency is that the population The final result of this random change in allelic frequency is that the population

eventually drifts to eventually drifts to pp = 1 or = 1 or pp = 0. After this point, no further change is possible; the = 0. After this point, no further change is possible; the population has become homozygous. A different population, isolated from the first, population has become homozygous. A different population, isolated from the first, also undergoes thisalso undergoes this random genetic drift, random genetic drift, but it may become homozygous for allele but it may become homozygous for allele AA, whereas the first population has become homozygous for allele , whereas the first population has become homozygous for allele aa. As time goes . As time goes on, isolated populations diverge from each other, each losing heterozygosity. The on, isolated populations diverge from each other, each losing heterozygosity. The variation originally present variation originally present withinwithin populations now appears as variation populations now appears as variation amongamong populations.populations.

Computer simulation of genetic Computer simulation of genetic drift.  The frequency of an allele drift.  The frequency of an allele (e.g., A in a system with A and a) is (e.g., A in a system with A and a) is shown for five replicate populations shown for five replicate populations over the course of 100 generations, over the course of 100 generations, with a population size (N) of 20.  The with a population size (N) of 20.  The effect of drift is inversely effect of drift is inversely proportional to population size,  a proportional to population size,  a fundamental driving force in many fundamental driving force in many evolutionary divergencesevolutionary divergences

Page 9: Genetica per Scienze Naturali a.a. 05-06 prof S. Presciuttini Evolution in a glass Experimental work with bacteria, eukaryotic micro-organisms and very

Genetica per Scienze Naturalia.a. 05-06 prof S. Presciuttini

Genetic drift over evolutionary time The appearance, loss, and eventual incorporation of The appearance, loss, and eventual incorporation of neutralneutral mutations in the life of a mutations in the life of a

population. If random genetic drift does not cause the loss of a new mutation, then it population. If random genetic drift does not cause the loss of a new mutation, then it must eventually cause the entire population to become homozygous for the must eventually cause the entire population to become homozygous for the mutation.mutation.

At that point, the mutation has been fixed.At that point, the mutation has been fixed. In the figure, 10 mutations have arisen, of which 9 (light red at bottom of graph) In the figure, 10 mutations have arisen, of which 9 (light red at bottom of graph)

increased slightly in frequency and then died out. Only the fourth mutation increased slightly in frequency and then died out. Only the fourth mutation eventually spread into the population.eventually spread into the population.

Therefore, a steady substitution Therefore, a steady substitution of one allele for another is of one allele for another is expected to occur due to genetic expected to occur due to genetic drift alonedrift alone

Page 10: Genetica per Scienze Naturali a.a. 05-06 prof S. Presciuttini Evolution in a glass Experimental work with bacteria, eukaryotic micro-organisms and very

Genetica per Scienze Naturalia.a. 05-06 prof S. Presciuttini

The probability of fixation of a neutral allele It has been proven by matematical analysis (and it is quite intuitive) It has been proven by matematical analysis (and it is quite intuitive)

that the probability of fixation that the probability of fixation u u of any neutral allele of any neutral allele aa is equal to its is equal to its frequency in the population:frequency in the population:

u = pu = paa

In a finite diploid population, pIn a finite diploid population, paa takes discrete values only, starting takes discrete values only, starting

from 1/(2N) in diploid species (when one copy only of allele a is from 1/(2N) in diploid species (when one copy only of allele a is present in the population), and incrementing at steps of 1/(2N).present in the population), and incrementing at steps of 1/(2N).

In other words, the initial frequency of a mutant allele is, by In other words, the initial frequency of a mutant allele is, by definition, pdefinition, paa = 1/(2N) = 1/(2N)

Thus, the probability of ultimate fixation of any new neutral mutation Thus, the probability of ultimate fixation of any new neutral mutation is equal to the reciprocal of twice the population size.is equal to the reciprocal of twice the population size.

Page 11: Genetica per Scienze Naturali a.a. 05-06 prof S. Presciuttini Evolution in a glass Experimental work with bacteria, eukaryotic micro-organisms and very

Genetica per Scienze Naturalia.a. 05-06 prof S. Presciuttini

The concept of gene substitution It is iIt is important to distinguish betweenmportant to distinguish between "Mutation" and "Substitution" "Mutation" and "Substitution" wwith respect to ith respect to

individuals and populationsindividuals and populations:: The The rate of gene substitutionrate of gene substitution (K) is defined as (K) is defined as the number of mutants reaching fixation the number of mutants reaching fixation

per unit time.per unit time. If neutral mutations occur at a rate of μ per gene per generation,If neutral mutations occur at a rate of μ per gene per generation, then the number of then the number of

mutants arising in a diploid population of size Nmutants arising in a diploid population of size N is 2N μ mutant alleles per generation.is 2N μ mutant alleles per generation. Since the probability ofSince the probability of fixation for each of these mutations is 1/(2N), we obtain the fixation for each of these mutations is 1/(2N), we obtain the resultresult thatthat

K = μ.K = μ. ThusThus theoretically, if the mutation rate μ is constant over time,theoretically, if the mutation rate μ is constant over time, neutral alleles neutral alleles

accumulate at a fixed rate independently ofaccumulate at a fixed rate independently of population size, and their rate of population size, and their rate of accumulation can be used as anaccumulation can be used as an evolutionary clock to measure divergence times. This evolutionary clock to measure divergence times. This is one ofis one of the fundamental tenants of molecular evolution.the fundamental tenants of molecular evolution.

This result can be intuitively understood by noting that, in a large population, theThis result can be intuitively understood by noting that, in a large population, the number of mutations arising every generation is high but the fixation probability ofnumber of mutations arising every generation is high but the fixation probability of each mutation is low.each mutation is low. In comparison, in a small population, the number of mutations In comparison, in a small population, the number of mutations arising every generation is low, but the fixation probability of each mutation is high.arising every generation is low, but the fixation probability of each mutation is high. As a consequence, the rate of substitution for neutral As a consequence, the rate of substitution for neutral mmutations is independent of utations is independent of population size.population size.