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Fitness (biology)

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Expected reproductive success
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Evolutionary biology

Fitness (often denotedw{\displaystyle w} orω inpopulation genetics models) is aquantitative representation of individualreproductive success. It is also equal to theaverage contribution to thegene pool of the next generation, made by the same individuals of the specified genotype or phenotype. Fitness can be defined either with respect to agenotype or to aphenotype in a given environment or time. The fitness of a genotype is manifested through its phenotype, which is also affected by the developmental environment. The fitness of a given phenotype can also be different in different selective environments.

Withasexual reproduction, it is sufficient to assign fitnesses to genotypes. Withsexual reproduction, recombination scramblesalleles into different genotypes every generation; in this case, fitness values can be assigned to alleles by averaging over possible genetic backgrounds. Natural selection tends to make alleles with higher fitness more common over time, resulting inDarwinian evolution.

The term "Darwinian fitness" can be used to make clear the distinction withphysical fitness.[1] Fitness does not include a measure of survival or life-span;Herbert Spencer's well-known phrase "survival of the fittest" should be interpreted as: "Survival of the form (phenotypic or genotypic) that will leave the most copies of itself in successive generations."

Inclusive fitness differs from individual fitness by including the ability of an allele in one individual to promote the survival and/or reproduction of other individuals that share that allele, in preference to individuals with a different allele. To avoid double counting, inclusive fitness excludes the contribution of other individuals to the survival and reproduction of the focal individual. One mechanism of inclusive fitness iskin selection.

Fitness as propensity

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Fitness is often defined as apropensity or probability, rather than the actual number of offspring. For example, according toMaynard Smith, "Fitness is a property, not of an individual, but of a class of individuals—for example homozygous for allele A at a particular locus. Thus the phrase 'expected number of offspring' means the average number, not the number produced by some one individual. If the first human infant with a gene for levitation were struck by lightning in its pram, this would not prove the new genotype to have low fitness, but only that the particular child was unlucky."[2]

Alternatively, "the fitness of the individual—having an array x ofphenotypes—is the probability, s(x), that the individual will be included among the group selected as parents of the next generation."[3]

Models of fitness

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In order to avoid the complications of sex and recombination, the concept of fitness is presented below in the restricted setting of an asexual population withoutgenetic recombination. Thus, fitnesses can be assigned directly to genotypes. There are two commonly used operationalizations of fitness – absolute fitness and relative fitness.

Absolute fitness

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The absolute fitness (W{\displaystyle W}) of a genotype is defined as the proportional change in the abundance of that genotype over one generation attributable to selection. For example, ifn(t){\displaystyle n(t)} is the abundance of a genotype in generationt{\displaystyle t} in an infinitely large population (so that there is nogenetic drift), and neglecting the change in genotype abundances due tomutations, then[4]

n(t+1)=Wn(t){\displaystyle n(t+1)=Wn(t)}.

An absolute fitness larger than 1 indicates growth in that genotype's abundance; an absolute fitness smaller than 1 indicates decline.

Relative fitness

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Whereas absolute fitness determines changes in genotype abundance, relative fitness (w{\displaystyle w}) determines changes in genotypefrequency. IfN(t){\displaystyle N(t)} is the total population size in generationt{\displaystyle t}, and the relevant genotype's frequency isp(t)=n(t)/N(t){\displaystyle p(t)=n(t)/N(t)}, then

p(t+1)=ww¯p(t){\displaystyle p(t+1)={\frac {w}{\overline {w}}}p(t)},

wherew¯{\displaystyle {\overline {w}}} is the mean relative fitness in the population (again setting aside changes in frequency due to drift and mutation). Relative fitnesses only indicate the change in prevalence of different genotypes relative to each other, and so only their values relative to each other are important; relative fitnesses can be any nonnegative number, including 0. It is often convenient to choose one genotype as a reference and set its relative fitness to 1. Relative fitness is used in the standardWright–Fisher andMoran models of population genetics.

Absolute fitnesses can be used to calculate relative fitness, sincep(t+1)=n(t+1)/N(t+1)=(W/W¯)p(t){\displaystyle p(t+1)=n(t+1)/N(t+1)=(W/{\overline {W}})p(t)} (we have used the fact thatN(t+1)=W¯N(t){\displaystyle N(t+1)={\overline {W}}N(t)}, whereW¯{\displaystyle {\overline {W}}} is the mean absolute fitness in the population). This implies thatw/w¯=W/W¯{\displaystyle w/{\overline {w}}=W/{\overline {W}}}, or in other words, relative fitness is proportional toW/W¯{\displaystyle W/{\overline {W}}}. It is not possible to calculate absolute fitnesses from relative fitnesses alone, since relative fitnesses contain no information about changes in overall population abundanceN(t){\displaystyle N(t)}.

Assigning relative fitness values to genotypes is mathematically appropriate when two conditions are met: first, the population is at demographic equilibrium, and second, individuals vary in their birth rate, contest ability, or death rate, but not a combination of these traits.[5]

Change in genotype frequencies due to selection

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Increase in frequency over time of genotypeA{\displaystyle A}, which has a 1% greater relative fitness than the other genotype present,B{\displaystyle B}

The change in genotype frequencies due to selection follows immediately from the definition of relative fitness,

Δp=p(t+1)p(t)=ww¯w¯p(t){\displaystyle \Delta p=p(t+1)-p(t)={\frac {w-{\overline {w}}}{\overline {w}}}p(t)}.

Thus, a genotype's frequency will decline or increase depending on whether its fitness is lower or greater than the mean fitness, respectively.

In the particular case that there are only two genotypes of interest (e.g. representing the invasion of a new mutant allele), the change in genotype frequencies is often written in a different form. Suppose that two genotypesA{\displaystyle A} andB{\displaystyle B} have fitnesseswA{\displaystyle w_{A}} andwB{\displaystyle w_{B}}, and frequenciesp{\displaystyle p} and1p{\displaystyle 1-p}, respectively. Thenw¯=wAp+wB(1p){\displaystyle {\overline {w}}=w_{A}p+w_{B}(1-p)}, and so

Δp=ww¯w¯p=wAwBw¯p(1p){\displaystyle \Delta p={\frac {w-{\overline {w}}}{\overline {w}}}p={\frac {w_{A}-w_{B}}{\overline {w}}}p(1-p)}.

Thus, the change in genotypeA{\displaystyle A}'s frequency depends crucially on the difference between its fitness and the fitness of genotypeB{\displaystyle B}. Supposing thatA{\displaystyle A} is more fit thanB{\displaystyle B}, and defining theselection coefficients{\displaystyle s} bywA=(1+s)wB{\displaystyle w_{A}=(1+s)w_{B}}, we obtain

Δp=ww¯w¯p=s1+spp(1p)sp(1p){\displaystyle \Delta p={\frac {w-{\overline {w}}}{\overline {w}}}p={\frac {s}{1+sp}}p(1-p)\approx sp(1-p)},

where the last approximation holds fors1{\displaystyle s\ll 1}. In other words, the fitter genotype's frequency grows approximatelylogistically.

History

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Herbert Spencer

TheBritishsociologistHerbert Spencer coined the phrase "survival of the fittest" in his 1864 workPrinciples of Biology to characterise whatCharles Darwin had callednatural selection.[6]

The British-Indian biologistJ.B.S. Haldane was the first to quantify fitness, in terms of themodern evolutionary synthesis of Darwinism andMendelian genetics starting with his 1924 paperA Mathematical Theory of Natural and Artificial Selection. The next further advance was the introduction of the concept ofinclusive fitness by the British biologistW.D. Hamilton in 1964 in his paper onThe Genetical Evolution of Social Behaviour.

Genetic load

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Main article:Genetic load

Genetic load measures the average fitness of a population of individuals, relative either to a theoretical genotype of optimal fitness, or relative to the most fit genotype actually present in the population.[7] Consider n genotypesA1An{\displaystyle \mathbf {A} _{1}\dots \mathbf {A} _{n}}, which have the fitnessesw1wn{\displaystyle w_{1}\dots w_{n}} and thegenotype frequenciesp1pn{\displaystyle p_{1}\dots p_{n}} respectively. Ignoringfrequency-dependent selection, then genetic load (L{\displaystyle L}) may be calculated as:

L=wmaxw¯wmax{\displaystyle L={{w_{\max }-{\bar {w}}} \over w_{\max }}}

Genetic load may increase when deleterious mutations, migration,inbreeding, oroutcrossing lower mean fitness. Genetic load may also increase when beneficial mutations increase the maximum fitness against which other mutations are compared; this is known as thesubstitutional load or cost of selection.

See also

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Notes and references

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  1. ^Wassersug, J. D., and R. J. Wassersug, 1986. Fitness fallacies. Natural History 3:34–37.
  2. ^Maynard-Smith, J. (1989)Evolutionary GeneticsISBN 978-0-19-854215-5
  3. ^Hartl, D. L. (1981)A Primer of Population GeneticsISBN 978-0-87893-271-9
  4. ^Kimura, James F. Crow, Motoo (1970).An introduction to population genetics theory ([Reprint] ed.). New Jersey: Blackburn Press. p. 5.ISBN 978-1-932846-12-6.{{cite book}}: CS1 maint: multiple names: authors list (link)
  5. ^Bertram, Jason; Masel, Joanna (January 2019)."Density-dependent selection and the limits of relative fitness".Theoretical Population Biology.129:81–92.Bibcode:2019TPBio.129...81B.doi:10.1016/j.tpb.2018.11.006.PMID 30664884.
  6. ^"Letter 5140 – Wallace, A. R. to Darwin, C. R., 2 July 1866". Darwin Correspondence Project. Retrieved12 January 2010.
    "Letter 5145 – Darwin, C. R. to Wallace, A. R., 5 July (1866)". Darwin Correspondence Project. Retrieved12 January 2010.
    ^ "Herbert Spencer in hisPrinciples of Biology of 1864, vol. 1, p. 444, wrote: 'This survival of the fittest, which I have here sought to express in mechanical terms, is that which Mr. Darwin has called "natural selection", or the preservation of favoured races in the struggle for life.'"Maurice E. Stucke,Better Competition Advocacy, retrieved29 August 2007, citing HERBERT SPENCER, THE PRINCIPLES OF BIOLOGY 444 (Univ. Press of the Pac. 2002.)
  7. ^Ewens, Warren J. (2003).Mathematical population genetics (2nd ed.). New York: Springer. pp. 78–86.ISBN 978-0-387-20191-7.

Bibliography

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