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Genetic drift and population size

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General fitness, health and nutrition
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7 June 2004
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Tim Tyler
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  1. I've written an essay about genetic drift and
    population size.

    This essay is intended to dispell some of the myths
    (recently expressed on other threads in this forum)
    suggesting that the effects of genetic drift are independent
    of the population size.

    Supposedly this is common knowledge - but in fact it's
    nonsense.

    The mix-up seems to arise from getting genetic drift muddled
    up with neutral evolution :-(

    ``Genetic drift and population size''

    - alife.co.ukgenetic drift and population s
    ize/

    This page shows the results of experimental modelling of the
    probability of fixation of near neutral alleles by genetic
    drift in populations of various sizes.

    It illustrates pretty clearly that the rate of fixation of
    alleles due to genetic drift is usually a function of the
    population size.

    The fixation rate of slightly-deleterious alleles by
    genetic drift is *dramatically* reduced in large
    populations - since there the effects of genetic drift on
    near-neutral alleles are more powerfully and effectively
    opposed by selective forces.

    Enjoy,
    --
    __________
    |im |yler timtyler.orgtimtyler.org [email hidden] Remove
    lock to reply.

  2. On Mon, 31 May 2004 17:25:45 +0000 (UTC),

    Tim Tyler said:

    I've written an essay about genetic drift and
    population size.

    This essay is intended to dispell some of the myths
    (recently expressed on other threads in this forum)
    suggesting that the effects of genetic drift are
    independent of the population size.

    The rate of substitution of alleles in a population by
    random genetic drift alone is independent of population
    size. The rate of substitution of beneficial alleles
    alleles by natural selection depends on population size
    (N). This rate also depends on the selective advantage (s)
    of an allele and on the rate of formation (u) of
    beneficial alleles.

    The formula is

    K = 4 Nsu

    Quoted message said:

    Supposedly this is common knowledge - but in fact it's
    nonsense.

    No, it's correct common knowledge that the rate of gene
    substitution by random genetic drift alone is independent of
    population size.

    Quoted message said:

    The mix-up seems to arise from getting genetic drift
    muddled up with neutral evolution :-(

    Neutral mutations are the only ones that aren't affected by
    natural selection. I'm not confusing the effects of random
    genetic drift with neutral theory. I'm well aware of the
    fact that there are alleles affected by natural selection.

    Quoted message said:

    ``Genetic drift and population size''

    - alife.co.ukgenetic drift and population
    _size/

    This page shows the results of experimental modelling of
    the probability of fixation of near neutral alleles by
    genetic drift in populations of various sizes.

    When natural selection operates, the rate of substitution
    depends on population size. This is true whether the
    selective advantage (s) is very small (i.e. near neutral) or
    very large.

    Quoted message said:

    It illustrates pretty clearly that the rate of fixation of
    alleles due to genetic drift is usually a function of the
    population size.

    Your data shows that the probability of fixation of a
    deleterious allele depends on population size. This is
    natural selection in action.

    Quoted message said:

    The fixation rate of slightly-deleterious alleles by
    genetic drift is *dramatically* reduced in large
    populations - since there the effects of genetic drift on
    near-neutral alleles are more powerfully and effectively
    opposed by selective forces.

    Yes, when natural selection operates, population size is
    important. The question you didn't ask is what percentage of
    mutations have selection coefficients that are large enough
    to ensure fixation in reasonable-sized populations. You also
    need to ask whether there's any evidence that the nucleotide
    substitutions we see in most DNA could possibly be slightly
    advantageous or slightly deleterious.

    Quoted message said:

    Enjoy,

    I did. Thanks.

    Larry Moran

  3. "Tim Tyler" <[email hidden]> wrote in message
    "]news:[email hidden]...

    Quoted message said:

    I've written an essay about genetic drift and
    population size.

    This essay is intended to dispell some of the myths
    (recently expressed on other threads in this forum)
    suggesting that the effects of genetic drift are
    independent of the population size.

    Supposedly this is common knowledge - but in fact it's
    nonsense.

    The mix-up seems to arise from getting genetic drift
    muddled up with neutral evolution :-(

    ``Genetic drift and population size''

    - alife.co.ukgenetic drift and population
    _size/

    This page shows the results of experimental modelling of
    the probability of fixation of near neutral alleles by
    genetic drift in populations of various sizes.

    It illustrates pretty clearly that the rate of fixation of
    alleles due to genetic drift is usually a function of the
    population size.

    The fixation rate of slightly-deleterious alleles by
    genetic drift is *dramatically* reduced in large
    populations - since there the effects of genetic drift on
    near-neutral alleles are more powerfully and effectively
    opposed by selective forces.

    Enjoy,
    --

    Excellent! The only thing missing from your essay is a
    definition of "near neutral". It is my understanding that a
    mutation is "effectively neutral" if the selection
    coefficient is less than the reciprocal of the population
    size. So, the borderline between neutrality and non-
    neutrality for a population size of 100 would be a fitness
    of .99. For a population size of 50, the borderline would be
    at a fitness of .98.

    As can be seen from your graphs, right at the borderline
    there is a balance between NS and drift. Drift "wants" the
    fixation percent to be 50%. NS "wants" 0%. From your
    simulation results, it can be seen that an excellent
    compromise is reached at around 37%. I expect that this 37%
    figure will be true for all borderline cases, no matter what
    population size you choose.

    If you want to go from a sharp border between selection and
    effective neutrality to a border region of "near
    neutrality", I would suggest that you simply apply a factor
    of two on either side of the nominal border. That is, a
    fitness "w" can be:

    Neutral
    1 > w > (1 - 1/2N)

    Near-neutral (1 - 1/2N) > w > (1 - 2/N)

    Selective (1 - 2/N) > w

    Of course, the fraction of all genes that fall into each of
    these three regimes is an empirical question, not a
    theoretical one. Or is it? I am currently playing around
    with some ideas that try to predict the distribution of w
    (or s) values that will be found in a typical genome. It
    seems to me that ideas from the Haldane's Dilemma debate can
    be combined with an assumption that a steady state is
    reached between mutation and selection, and with the idea
    that mutation is random across genes. Taken together, these
    ideas may somehow force the distribution to make most non-
    deleterious gene mutations to be effectively neutral. If I
    come up with anything, I'll let you know.

  4. Tim Tyler said:

    I've written an essay about genetic drift and
    population size.

    This essay is intended to dispell some of the myths
    (recently expressed on other threads in this forum)
    suggesting that the effects of genetic drift are
    independent of the population size.

    Supposedly this is common knowledge - but in fact it's
    nonsense.

    The mix-up seems to arise from getting genetic drift
    muddled up with neutral evolution :-(

    ``Genetic drift and population size''

    - alife.co.ukgenetic drift and population
    _size/

    This page shows the results of experimental modelling of
    the probability of fixation of near neutral alleles by
    genetic drift in populations of various sizes.

    It illustrates pretty clearly that the rate of fixation of
    alleles due to genetic drift is usually a function of the
    population size.

    The fixation rate of slightly-deleterious alleles by
    genetic drift is *dramatically* reduced in large
    populations - since there the effects of genetic drift on
    near-neutral alleles are more powerfully and effectively
    opposed by selective forces.

    Enjoy,

    The Panda's Thumb blog <http://www.pandasthumb.org> has a
    recent blog by Reed Cartright on coalescence and drift, with
    Real Math :-) too.
    --
    John S Wilkins PhD - www.wilkins.id.au a little emptier, a
    little spent as always by that quiver in the self,
    subjugated, yes, and obedient. -- Seamus Heaney

  5. Hi Tim,

    in article [email hidden], Tim Tyler at
    [email hidden] wrote on 5/31/04 10:25 AM:

    Quoted message said:

    I've written an essay about genetic drift and
    population size.

    This essay is intended to dispell some of the myths
    (recently expressed on other threads in this forum)
    suggesting that the effects of genetic drift are
    independent of the population size.

    Supposedly this is common knowledge - but in fact it's
    nonsense.

    The mix-up seems to arise from getting genetic drift
    muddled up with neutral evolution :-(

    ``Genetic drift and population size''

    - alife.co.ukgenetic drift and population
    _size/

    This page shows the results of experimental modelling of
    the probability of fixation of near neutral alleles by
    genetic drift in populations of various sizes.

    It illustrates pretty clearly that the rate of fixation of
    alleles due to genetic drift is usually a function of the
    population size.

    The fixation rate of slightly-deleterious alleles by
    genetic drift is *dramatically* reduced in large
    populations - since there the effects of genetic drift on
    near-neutral alleles are more powerfully and effectively
    opposed by selective forces.

    Enjoy,

    I did enjoy your essay, and I must say that everything you
    wrote is consistent with my current understanding of genetic
    evolution. I did not find your essay to contradict
    conventional wisdom from population (evolutionary) genetics,
    either. So, I think there must have been semantic
    misunderstandings in your reading of statements by myself
    and Larry Moran.

    Cheers,

    Guy

  6. Larry Moran <[email hidden]> wrote or quoted:

    Quoted message said:

    The question you didn't ask is what percentage of
    mutations have selection coefficients that are large
    enough to ensure fixation in reasonable-sized populations.

    In my example, the mutants were *deleterious*. Selection
    prevented their fixation by genetic drift. The alleles
    weren't fixed by selection - they were prevented (by
    selection) from reaching fixation (by genetic drift).

    The question of how many mutations are sufficiently
    deleterious to be affected in this way in realistic
    populations is an interesting one
    - but some are bound to be, and that seems sufficient to
    establish that the chance of alleles getting fixed by
    genetic drift can be a function of the size of the
    population.

    Quoted message said:

    You also need to ask whether there's any evidence that the
    nucleotide substitutions we see in most DNA could possibly
    be slightly advantageous or slightly deleterious.

    Nucleotide substitutions that seem close to neutrality can
    nontheless have effects on the phenotype in several ways.

    For example, substitutions in junk DNA can be expressed by
    removing stop codons.

    Similarly, "third-base" mutations can have effects even if
    they result in the same amino acid being coded for - since
    they can alter the probabilities of the sequence mutating
    into the sequences representing other amino acids.

    Some viruses use enzymes to target particular DNA sequences
    - to identify where to paste themselves. While such enzymes
    exist the exact details of the DNA sequence are likely to
    have selective consequences.

    In other words, neutrality is an ideal which is not realised
    in practice - practically all alleles have some non-zero
    selection coefficient associated with them.
    --
    __________
    |im |yler timtyler.orgtimtyler.org [email hidden] Remove
    lock to reply.

  7. Perplexed in Peoria <[email hidden]> wrote or quoted:

    Quoted message said:

    "Tim Tyler" <[email hidden]> wrote in message

    [Tim's essay about genetic drift and population size]

    Quoted message said:
    Quoted message said:

    ``Genetic drift and population size''

    - alife.co.ukgenetic drift and populati
    on_size/

    This page shows the results of experimental modelling of
    the probability of fixation of near neutral alleles by
    genetic drift in populations of various sizes.

    It illustrates pretty clearly that the rate of fixation
    of alleles due to genetic drift is usually a function of
    the population size.

    [...]

    Quoted message said:

    Excellent! The only thing missing from your essay is a
    definition of "near neutral". It is my understanding
    that a mutation is "effectively neutral" if the
    selection coefficient is less than the reciprocal of the
    population size.

    That sounds about right to me.

    Quoted message said:

    Of course, the fraction of all genes that fall into each
    of these three regimes is an empirical question, not a
    theoretical one. Or is it? I am currently playing around
    with some ideas that try to predict the distribution of w
    (or s) values that will be found in a typical genome. It
    seems to me that ideas from the Haldane's Dilemma debate
    can be combined with an assumption that a steady state is
    reached between mutation and selection, and with the idea
    that mutation is random across genes. Taken together,
    these ideas may somehow force the distribution to make
    most non-deleterious gene mutations to be effectively
    neutral. [...]

    Non-deleterious mutations are either neutral or beneficial.
    Neutral mutations are - IMO - roughly infinitely rare - and
    beneficial mutations are not common - so the conclusion
    seems to make sense.

    I'm not sure if this is what you meant, though :-|

    It would have made more sense for you to guess that
    mutations were either near neutral - or *strongly*
    deleterious.

    If all areas of an organism's genome were either important
    or non-functional, this might make sense.

    I can't think of any reason why that should be the case,
    though - unless perhaps the organism is very small and
    simple - and practically everything is pretty important.

    In big creatures, I expect that there are plenty of alleles
    floating around that have intermediate fitness values.
    --
    __________
    |im |yler timtyler.orgtimtyler.org [email hidden] Remove
    lock to reply.

  8. (Larry Moran) said:

    The rate of substitution of alleles in a population by
    random genetic drift alone is independent of
    population size.

    As stated this is either incomplete or (if one chooses to be
    curmudgeon) wrong. The rate of substitution of alleles in a
    population by random geneticly drift alone is independent of
    population size *in a population that has reached
    equilibrium*. The same is not true of nonequilibrium
    populations. A recently expanded population has a lower rate
    of substitution than it did before the expansion, for
    example. The difference can be important for real
    populations, some of which (humans, for example) may never
    reach equilibrium because they are too large.

    --
    Steve Schaffner [email hidden] Immediate assurance is an
    excellent sign of probable lack of insight into the topic.
    Josiah Royce

  9. On Tue, 1 Jun 2004 15:25:44 +0000 (UTC),

    Tim Tyler said:

    Larry Moran <[email hidden]> wrote
    or quoted:

    Quoted message said:

    The question you didn't ask is what percentage of
    mutations have selection coefficients that are large
    enough to ensure fixation in reasonable-sized
    populations.

    In my example, the mutants were *deleterious*. Selection
    prevented their fixation by genetic drift. The alleles
    weren't fixed by selection - they were prevented (by
    selection) from reaching fixation (by genetic drift).

    In other words, the other, beneficial, allele was selected
    over the deleterious allele.

    Quoted message said:

    The question of how many mutations are sufficiently
    deleterious to be affected in this way in realistic
    populations is an interesting one
    - but some are bound to be, and that seems sufficient to
    establish that the chance of alleles getting fixed by
    genetic drift can be a function of the size of the
    population.

    The probability of a *particular* allele becoming fixed by
    random genetic drift (alone) is 1 P = --- 2N

    where N is the population size. This means that the
    probability for each allele depends on the population size.
    This isn't disputed. The probability of *any* allele
    becoming fixed in a population by drift is the probability
    of fixing each allele times the number of alleles that arise
    by mutation. The number of alleles that arise in a
    population is given by 2Nu where u is the rate of mutation
    (per gene per generation).

    Thus, the rate of substitution of neutral alleles in a
    population is

    1 K = 2Nu x --- = u 2N

    and it is independant of population size.

    For beneficial alleles that arise in a population the
    probability of fixation can be approximated by

    P = 2s

    where s is the selective advantage. This equation holds for
    small values of
    s (s< .05) and populations greater than about 100
    individuals. It is pretty much independant of
    population size for realistic populations. For a
    population of 100 and a selective advantage of 0.001
    the equation yields a probability of 0.002 (0.2%) and
    this is only a bit higher than the probability (1/2N =
    0.005) that the allele would be fixed by drift alone it
    it were neutral. As the selective advantage goes even
    lower (i.e. very close to neutral) the probability of
    fixation by natural selection falls below the
    probabilty of fixation by drift.

    Your simulations were a bit unrealistic since you started
    with equal numbers of deleterious and benefical alleles
    (50:50) and very small populations. You didn't explain how a
    deleterious mutation rose to the level of 50% in your
    populations.

    Quoted message said:
    Quoted message said:

    You also need to ask whether there's any evidence that
    the nucleotide substitutions we see in most DNA could
    possibly be slightly advantageous or slightly
    deleterious.

    Nucleotide substitutions that seem close to neutrality can
    nontheless have effects on the phenotype in several ways.

    For example, substitutions in junk DNA can be expressed by
    removing stop codons.

    Similarly, "third-base" mutations can have effects even if
    they result in the same amino acid being coded for - since
    they can alter the probabilities of the sequence mutating
    into the sequences representing other amino acids.

    Some viruses use enzymes to target particular DNA
    sequences - to identify where to paste themselves. While
    such enzymes exist the exact details of the DNA sequence
    are likely to have selective consequences.

    In other words, neutrality is an ideal which is not
    realised in practice - practically all alleles have some
    non-zero selection coefficient associated with them.

    All of these hypothetical examples are situations where a
    neutral allele isn't a neutral allele. You'll get no
    argument from me on this point. There certainly are alleles
    that have low selective advantages and are affected by
    natural selection in competition with random genetic drift.
    On the other hand, there are lots of mutations in junk DNA
    that aren't likely to have any effect on the organism. I
    conclude that that there are thousand and thousands of truly
    neutral alleles that have become fixed in the human
    population over time.

    We began this discussion when I said that random genetic
    drift is the main mechanism of evolution when you take into
    account *all* of evolution. So far you haven't given me any
    definition of *all of evolution* that causes me to change my
    mind. Right now you seem to be trying to deny that there are
    any such thing as neutral mutations - even in junk DNA. Is
    that how you intend to continue the discussion? Are you
    saying that random genetic drift isn't the main mechanism of
    evolution because (almost) all mutations are either
    beneficial or deleterious?

    Larry Moran

  10. Larry Moran <[email hidden]> wrote or quoted:

    Quoted message said:

    Your simulations were a bit unrealistic since you started
    with equal numbers of deleterious and benefical alleles
    (50:50) and very small populations. You didn't explain how
    a deleterious mutation rose to the level of 50% in your
    populations.

    The initial 50:50 split was a simplification - I wanted each
    population to start with the same proportion of deleterious
    alleles (to simulate some constant mutation rate).

    With a 50:50 split I could test any population size that was
    a multiple of two - without concerning myself with the
    possibility that different populations had systematically
    different initial ratios of the mutation.

    The <= 100 population sizes were because I have other uses
    for my CPU time besides running simulations - and those
    population sizes demonstrated the effect well enough.

    Quoted message said:

    We began this discussion when I said that random genetic
    drift is the main mechanism of evolution when you take
    into account *all* of evolution.

    As I remember it, the statement at the head of this bit of
    the discussion was:

    ``The overall rate and extent of evolution by random genetic
    drift is independent of population size.''

    Quoted message said:

    Right now you seem to be trying to deny that there are any
    such thing as neutral mutations - even in junk DNA. Is
    that how you intend to continue the discussion? Are you
    saying that random genetic drift isn't the main mechanism
    of evolution because (almost) all mutations are either
    beneficial or deleterious?

    No.
    --
    __________
    |im |yler timtyler.orgtimtyler.org [email hidden] Remove
    lock to reply.

  11. Larry Moran <[email hidden]> wrote or quoted:

    Quoted message said:

    For beneficial alleles that arise in a population the
    probability of fixation can be approximated by

    P = 2s

    where s is the selective advantage. This equation holds
    for small values of
    s (s< .05) and populations greater than about 100
    individuals. It is pretty much independant of
    population size for realistic populations.

    AIUI, population sizes in the real world range from one
    individual up to billions of them. Probability of fixation
    for a particular, non-neutral allele can range from around
    0.5 in small populations to .0001 in large ones.

    So - it seems rather misleasing to assert that the
    probability of fixation in "realistic populations" is
    "pretty much independent of population size".

    I can only think that you are using one of the terms
    "realistic" or "independent" in an unorthodox manner.
    --
    __________
    |im |yler timtyler.orgtimtyler.org [email hidden] Remove
    lock to reply.

  12. On Wed, 2 Jun 2004 20:39:54 +0000 (UTC), Tim Tyler <[email hidden]>

    Quoted message said:

    Larry Moran <[email hidden]> wrote
    or quoted:

    Quoted message said:

    For beneficial alleles that arise in a population the
    probability of fixation can be approximated by

    P = 2s

    where s is the selective advantage. This equation holds
    for small values of
    s (s< .05) and populations greater than about 100
    individuals. It is pretty much independant of
    population size for realistic populations.

    AIUI, population sizes in the real world range from one
    individual up to billions of them. Probability of fixation
    for a particular, non-neutral allele can range from around
    0.5 in small populations to .0001 in large ones.

    So - it seems rather misleasing to assert that the
    probability of fixation in "realistic populations" is
    "pretty much independent of population size".

    I can only think that you are using one of the terms
    "realistic" or "independent" in an unorthodox manner.

    Populations in an abstract, conceptual world range from one
    individual on to up. You can create artificial examples of
    populations in the "real" world smaller than 100
    individuals and you can find instances in the very short
    time span just before a population went extinct where it
    passed through a range of sizes varying from one hundred
    down through one to zero.

    What is your favorite endangered species? Snow Leopard,
    Siberian Tiger, Whooping Crane, Cheetah, California Condor?
    These all number in excess of 100. How long do you think a
    population can remain less than 100, especially down in the
    low dozens or single digits where the population size really
    does make a difference for fixation? What is the probability
    of extinction for such populations?

    Real life science uses weasel words like "realistic
    population size" and "pretty much independent" to indicate
    what is useful to real field biologists doing real
    observational studies of real populations living in the real
    world. And fewer-than-100 doesn't "really" occur. Larry
    Moran's claim is quite clear, specific, and correct.

  13. r norman <rsn_@_comcast.net> wrote or quoted:

    Quoted message said:
    Tim Tyler said:

    Larry Moran <[email hidden]> wrote or
    quoted:

    Quoted message said:
    Quoted message said:
    Quoted message said:

    For beneficial alleles that arise in a population the
    probability of fixation can be approximated by

    P = 2s

    where s is the selective advantage. This equation holds
    for small values of
    s (s< .05) and populations greater than about 100
    individuals. It is pretty much independant of
    population size for realistic populations.

    AIUI, population sizes in the real world range from
    one individual up to billions of them. Probability of
    fixation for a particular, non-neutral allele can
    range from around 0.5 in small populations to .0001 in
    large ones.

    So - it seems rather misleasing to assert that the
    probability of fixation in "realistic populations" is
    "pretty much independent of population size".

    I can only think that you are using one of the terms
    "realistic" or "independent" in an unorthodox manner.

    Populations in an abstract, conceptual world range from
    one individual on to up. You can create artificial
    examples of populations in the "real" world smaller than
    100 individuals and you can find instances in the very
    short time span just before a population went extinct
    where it passed through a range of sizes varying from one
    hundred down through one to zero.

    What is your favorite endangered species? Snow Leopard,
    Siberian Tiger, Whooping Crane, Cheetah, California
    Condor? These all number in excess of 100. How long do you
    think a population can remain less than 100, especially
    down in the low dozens or single digits where the
    population size really does make a difference for
    fixation? What is the probability of extinction for such
    populations?

    Real life science uses weasel words like "realistic
    population size" and "pretty much independent" to indicate
    what is useful to real field biologists doing real
    observational studies of real populations living in the
    real world. And fewer-than-100 doesn't "really" occur.

    You are mistaken.

    Some species that start off with one mutant individual whose
    offspring mate with each other.

    Other species arise from one individual through
    polyploidity events.

    Yet more species arise from a breeding pair stranded on
    an island.

    These things really do happen - and can represent
    significant evolutionary events.

    Drift is an important force at such small population sizes.

    It is an error to assert that small population sizes do not
    exist in the real world - except during extinction events.

    It is also a mistake to think that the probabilty of
    extinction of such small populations is necessarily low. Two
    individuals on an island may have few predators, plentiful
    food resources and may have little difficulty finding a
    mate. Note that for drift to occur the population doesn't
    have to *stay* small for very long - one generation may
    easily be enough.

    So: small population sizes often occur at speciation events
    - a location from which they can impact the path the
    evolutionary process takes.

    They often arise when when a new and isolated environment is
    invaded by only a few members of a species.

    The process is usually known as "The Founder Effect".

    encyclopedia.thefreedictionary.comFounder%20effect

    ...has more details about that.
    --
    __________
    |im |yler timtyler.orgtimtyler.org [email hidden] Remove
    lock to reply.

  14. r norman <rsn_@_comcast.net> wrote in
    :"]news:[email hidden]:

    Quoted message said:
    Tim Tyler said:

    Larry Moran <[email hidden]> wrote
    or quoted:

    Quoted message said:

    For beneficial alleles that arise in a population the
    probability of fixation can be approximated by

    P = 2s

    where s is the selective advantage. This equation holds
    for small values of s (s < 0.05) and populations greater
    than about 100 individuals. It is pretty much
    independant of population size for realistic
    populations.

    Quoted message said:
    Quoted message said:

    AIUI, population sizes in the real world range from one
    individual up to billions of them. Probability of fixation
    for a particular, non-neutral allele can range from around
    0.5 in small populations to .0001 in large ones.

    Quoted message said:
    Quoted message said:

    So - it seems rather misleasing to assert that the
    probability of fixation in "realistic populations" is
    "pretty much independent of population size".

    (snip)

    Quoted message said:

    What is your favorite endangered species? Snow Leopard,
    Siberian Tiger, Whooping Crane, Cheetah, California
    Condor? These all number in excess of 100. How long do you
    think a population can remain less than 100, especially
    down in the low dozens or single digits where the
    population size really does make a difference for
    fixation? What is the probability of extinction for such
    populations?

    Quoted message said:

    Real life science uses weasel words like "realistic
    population size" and "pretty much independent" to indicate
    what is useful to real field biologists doing real
    observational studies of real populations living in the
    real world. And fewer-than-100 doesn't "really" occur.
    Larry Moran's claim is quite clear, specific, and correct.

    I have recently been reading Wilson's "Sociobiology", in
    which he discusses effective population size. I quote: "the
    effective population numbers of the few real populations
    measured so far have generally turned out to be low", often
    in the range of 50-100. Of course, this small effective size
    implies that sampling error will be quite significant - so I
    appear to be disagreeing with you and Larry about the
    probability of fixation due to selection being independent
    of population size but at the cost of greatly increasing the
    probability of drift causing fixation of even non-neutral
    mutations. To paraphrase the Wicked Witch - You cursed brat!
    Look what you've done!I'm drifting! Drifting! :-)

    Yours,

    Bill Morse

  15. On Fri, 4 Jun 2004 17:14:15 +0000 (UTC), Tim Tyler <[email hidden]>

    Quoted message said:

    r norman <rsn_@_comcast.net> wrote or quoted:

    Quoted message said:
    Tim Tyler said:

    Larry Moran <[email hidden]> wrote or
    quoted:

    Quoted message said:
    Quoted message said:

    > For beneficial alleles that arise in a population the
    > probability of fixation can be approximated by
    >
    > P = 2s
    >
    > where s is the selective advantage. This equation
    > holds for small values of
    > s (s< .05) and populations greater than about 100
    > individuals. It is pretty much independant of
    > population size for realistic populations.

    AIUI, population sizes in the real world range from
    one individual up to billions of them. Probability of
    fixation for a particular, non-neutral allele can
    range from around 0.5 in small populations to .0001 in
    large ones.

    So - it seems rather misleasing to assert that the
    probability of fixation in "realistic populations" is
    "pretty much independent of population size".

    I can only think that you are using one of the terms
    "realistic" or "independent" in an unorthodox manner.

    Populations in an abstract, conceptual world range from
    one individual on to up. You can create artificial
    examples of populations in the "real" world smaller than
    100 individuals and you can find instances in the very
    short time span just before a population went extinct
    where it passed through a range of sizes varying from one
    hundred down through one to zero.

    What is your favorite endangered species? Snow Leopard,
    Siberian Tiger, Whooping Crane, Cheetah, California
    Condor? These all number in excess of 100. How long do
    you think a population can remain less than 100,
    especially down in the low dozens or single digits where
    the population size really does make a difference for
    fixation? What is the probability of extinction for such
    populations?

    Real life science uses weasel words like "realistic
    population size" and "pretty much independent" to
    indicate what is useful to real field biologists
    doing real observational studies of real populations
    living in the real world. And fewer-than-100 doesn't
    "really" occur.

    You are mistaken.

    Some species that start off with one mutant individual
    whose offspring mate with each other.

    Other species arise from one individual through
    polyploidity events.

    Yet more species arise from a breeding pair stranded on
    an island.

    These things really do happen - and can represent
    significant evolutionary events.

    Drift is an important force at such small population sizes.

    It is an error to assert that small population sizes do not
    exist in the real world - except during extinction events.

    It is also a mistake to think that the probabilty of
    extinction of such small populations is necessarily low.
    Two individuals on an island may have few predators,
    plentiful food resources and may have little difficulty
    finding a mate. Note that for drift to occur the population
    doesn't have to *stay* small for very long - one generation
    may easily be enough.

    So: small population sizes often occur at speciation events
    - a location from which they can impact the path the
    evolutionary process takes.

    They often arise when when a new and isolated environment
    is invaded by only a few members of a species.

    The process is usually known as "The Founder Effect".

    encyclopedia.thefreedictionary.comFounder%2
    0effect

    ...has more details about that.

    My error. I completely forgot the founder effect, something
    I routinely teach. So there are two ways a population can be
    less than 100 for a very brief time, when it is on the way
    out and when it is on the way up. In both cases, the
    situation lasts for a very brief time.

    Still, neither has much to do with the real question: does
    population size influence the probability of fixation of
    beneficial alleles?

    In the founder effect, the individuals starting the new
    population do carry a set of alleles with frequencies rather
    different from those of the parent population and the allele
    frequencies might fluctuate wildly (drift) during the short
    period of population growth. However, the population is
    still the same species as the ancestral form, It is not
    until enough genetic difference develops to form
    reproductive isolation that you get a new species. And
    during all that time during which those changes occur, it is
    most unlikely that the population remains that small. Once
    the population reaches a reasonable size, the beneficial
    alleles are likely to take over once more and the actual
    number of individuals will not matter.

    The real question is: given a new mutation in the
    population, will it become fixed (or at least form into some
    form of stable polymorphism) and so remain, or will it
    disappear? That situation seldom happens in populations as
    small as you suggest simply because a small population
    experiences fewer total number of mutations and because the
    population remains small for a very short span in the total
    lifetime of the species. Given a set of existing alleles
    that are not yet in a stable polymorphism, will a
    catastrophe producing an extreme bottleneck or a founding
    event allow one or more to become fixed? Definitely. But
    what amount of genetic difference between species is
    accounted for by that mechanism?

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