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Canalisation (genetics)

Canalisation is a measure of the ability of a population to produce the same phenotype regardless of variability of its environment or genotype. It is a form of evolutionary robustness. The term was coined in 1942 by C. H. Waddington to capture the fact that "developmental reactions, as they occur in organisms submitted to natural selection...are adjusted so as to bring about one definite end-result regardless of minor variations in conditions during the course of the reaction".[1] He used this word rather than robustness to consider that biological systems are not robust in quite the same way as, for example, engineered systems.

Norms of reaction for two genotypes. Genotype B shows a strongly bimodal distribution indicating differentiation into distinct phenotypes. Each phenotype that results from genotype A is buffered against environmental variation—it is canalised.

Biological robustness or canalisation comes about when developmental pathways are shaped by evolution. Waddington introduced the concept of the epigenetic landscape, in which the state of an organism rolls "downhill" during development. In this metaphor, a canalised trait is illustrated as a valley (which he called a creode) enclosed by high ridges, safely guiding the phenotype to its "fate". Waddington claimed that canals form in the epigenetic landscape during evolution, and that this heuristic is useful for understanding the unique qualities of biological robustness.[2]

Genetic assimilation edit

Waddington used the concept of canalisation to explain his experiments on genetic assimilation.[3] In these experiments, he exposed Drosophila pupae to heat shock. This environmental disturbance caused some flies to develop a crossveinless phenotype. He then selected for crossveinless. Eventually, the crossveinless phenotype appeared even without heat shock. Through this process of genetic assimilation, an environmentally induced phenotype had become inherited. Waddington explained this as the formation of a new canal in the epigenetic landscape.

It is, however, possible to explain genetic assimilation using only quantitative genetics and a threshold model, with no reference to the concept of canalisation.[4][5][6][7] However, theoretical models that incorporate a complex genotype–phenotype map have found evidence for the evolution of phenotypic robustness[8] contributing to genetic assimilation,[9] even when selection is only for developmental stability and not for a particular phenotype, and so the quantitative genetics models do not apply. These studies suggest that the canalisation heuristic may still be useful, beyond the more simple concept of robustness.

Congruence hypothesis edit

Neither canalisation nor robustness are simple quantities to quantify: it is always necessary to specify which trait is canalised (robust) to which perturbations. For example, perturbations can come either from the environment or from mutations. It has been suggested that different perturbations have congruent effects on development taking place on an epigenetic landscape.[10][11][12][13][14] This could, however, depend on the molecular mechanism responsible for robustness, and be different in different cases.[15]

Evolutionary capacitance edit

The canalisation metaphor suggests that some phenotypic traits are very robust to small perturbations, for which development does not exit the canal, and rapidly returns down, with little effect on the final outcome of development. But perturbations whose magnitude exceeds a certain threshold will break out of the canal, moving the developmental process into uncharted territory. For instance, the study of an allelic series for Fgf8, an important gene for craniofacial development, with decreasing levels of gene expression demonstrated that the phenotype remains canalised as long as the expression level is above 40% of the wild-type expression.[16]

Strong robustness up to a limit, with little robustness beyond, is a pattern that could increase evolvability in a fluctuating environment.[17] Canalisation of a large set of genotypes into a limited phenotypic space has been suggested as a mechanism for the accumulation, in a neutral manner, of mutations that could otherwise be deleterious.[18] Genetic canalisation could allow for evolutionary capacitance, where genetic diversity accumulates in a population over time, sheltered from natural selection because it does not normally affect phenotypes. This hidden diversity could then be unleashed by extreme changes in the environment or by molecular switches, releasing previously cryptic genetic variation that can then contribute to a rapid burst of evolution,[18] a phenomenon termed decanalisation. Cycles of canalization-decanalization could explain the alternating periods of stasis, where genotypic diversity accumulates without morphological changes, followed by rapid morphological changes, where decanalization releases the phenotypic diversity and becomes subject to natural selection, in the fossil record, thus providing a potential developmental explanation for the punctuated equilibrium.[17]

HSP90 and decanalisation edit

In 1998, Susan Lindquist discovered that Drosophila hsp83 heterozygous mutants exhibit a large diversity of phenotypes (from sexual combs on the head, to scutoid-like and notched wings phenotypes). She showed that these phenotypes could be passed on to the next generation, suggesting a genetic basis for those phenotypes.[19] The authors hypothesized that Hsp90 (the gene mutated in hsp83), as a chaperone protein, plays a pivotal role in the folding and activation of many proteins involved in developmental signaling pathways, thus buffering against genetic variation in those pathways.[20] hsp83 mutants would therefore release the cryptic genetic variation, resulting in a diversity of phenotypes.

In 2002, Lindquist showed that pharmacological inhibition of HSP90 in Arabidopsis thaliana also lead to a wide range of phenotypes, some of which could be considered adaptive, further supporting the canalising role of HSP90.[21]

Finally, the same type of experiment in the cavefish Astyanax mexicanus yielded similar results. This species encompasses two populations: an eyed population living under the water surface and an eye-less blind population living in caves. Not only is the cave population eye-less but it also displays a largely reduced orbit size. HSP90 inhibition leads to an increased variation in orbit size that could explain how this trait could evolve in just a few generations. Further analysis showed that low conductivity in the cave water induces a stress response mimicking the inhibition of HSP90, providing a mechanism for decanalisation.[22]

It is worth noting that interpretation of the original Drosophila paper[19] is now subject to controversy. Molecular analysis of the hsp83 mutant showed that HSP90 is required for piRNA biogenesis, a set of small RNAs repressing transposons in the germline.,[23] causing massive transposon[24] insertional mutagenesis that could explain the phenotypic diversification.[25]

Significance of Variability in Components edit

Understanding variability is an important aspect of comprehending natural selection and mutations. Variability can be classified into two categories: modulating phenotypic variation and modulating the phenotypes that are produced.[26] The presence of this so-called bias in genetic variability allows us to gain further insights into how certain phenotypes are more successful in terms of their actual morphology, biochemical makeup, or behavior.[27] It is scientifically known that organisms need to develop systematically integrated systems in order to thrive in their specific ecosystems. This extends to morphology, where variations must occur in a systematic order; otherwise, phenotypic mutations will not persist due to the occurrence of natural selection. The variation affects the speed and rate of evolutionary change through the selection and modulation of phenotypic variations.[28] Ultimately, this results in a lower amount of diversity observed throughout evolution, as the majority of phenotypes do not persist beyond a few generations due to their inferior morphology, biochemical makeup, or physical movement or appearance.

See also edit

References edit

  1. ^ Waddington CH (1942). "Canalization of development and the inheritance of acquired characters". Nature. 150 (3811): 563–565. Bibcode:1942Natur.150..563W. doi:10.1038/150563a0. S2CID 4127926.
  2. ^ Waddington CH (1957). The strategy of the genes. George Allen & Unwin.
  3. ^ Waddington CH (1953). "Genetic assimilation of an acquired character". Evolution. 7 (2): 118–126. doi:10.2307/2405747. JSTOR 2405747.
  4. ^ Stern C (1958). "Selection for subthreshold differences and the origin of pseudoexogenous adaptations". American Naturalist. 92 (866): 313–316. doi:10.1086/282040. S2CID 84634317.
  5. ^ Bateman KG (1959). "The genetic assimilation of the dumpy phenocopy". American Naturalist. 56 (3): 341–351. doi:10.1007/bf02984790. S2CID 41242659.
  6. ^ Scharloo W (1991). "Canalization – genetic and developmental aspects". Annual Review of Ecology and Systematics. 22: 65–93. doi:10.1146/annurev.es.22.110191.000433.
  7. ^ Falconer DS, Mackay TF (1996). Introduction to Quantitative Genetics. pp. 309–310.
  8. ^ Siegal ML, Bergman A (August 2002). "Waddington's canalization revisited: developmental stability and evolution". Proceedings of the National Academy of Sciences of the United States of America. 99 (16): 10528–32. Bibcode:2002PNAS...9910528S. doi:10.1073/pnas.102303999. PMC 124963. PMID 12082173.
  9. ^ Masel J (September 2004). "Genetic assimilation can occur in the absence of selection for the assimilating phenotype, suggesting a role for the canalization heuristic". Journal of Evolutionary Biology. 17 (5): 1106–10. doi:10.1111/j.1420-9101.2004.00739.x. PMID 15312082.
  10. ^ Meiklejohn CD, Hartl DL (2002). "A single mode of canalization". Trends in Ecology & Evolution. 17 (10): 468–473. doi:10.1016/S0169-5347(02)02596-X.
  11. ^ Ancel LW, Fontana W (October 2000). "Plasticity, evolvability, and modularity in RNA". The Journal of Experimental Zoology. 288 (3): 242–83. CiteSeerX 10.1.1.43.6910. doi:10.1002/1097-010X(20001015)288:3<242::AID-JEZ5>3.0.CO;2-O. PMID 11069142.
  12. ^ Szöllosi GJ, Derényi I (April 2009). "Congruent evolution of genetic and environmental robustness in micro-RNA". Molecular Biology and Evolution. 26 (4): 867–74. arXiv:0810.2658. doi:10.1093/molbev/msp008. PMID 19168567.
  13. ^ Wagner GP, Booth G, Bagheri-Chaichian H (April 1997). "A Population Genetic Theory of Canalization". Evolution; International Journal of Organic Evolution. 51 (2): 329–347. CiteSeerX 10.1.1.27.1001. doi:10.2307/2411105. JSTOR 2411105. PMID 28565347.
  14. ^ Lehner B (February 2010). Polymenis M (ed.). "Genes confer similar robustness to environmental, stochastic, and genetic perturbations in yeast". PLOS ONE. 5 (2): e9035. Bibcode:2010PLoSO...5.9035L. doi:10.1371/journal.pone.0009035. PMC 2815791. PMID 20140261.
  15. ^ Masel J, Siegal ML (September 2009). "Robustness: mechanisms and consequences". Trends in Genetics. 25 (9): 395–403. doi:10.1016/j.tig.2009.07.005. PMC 2770586. PMID 19717203.
  16. ^ Green RM, Fish JL, Young NM, Smith FJ, Roberts B, Dolan K, et al. (December 2017). "Developmental nonlinearity drives phenotypic robustness". Nature Communications. 8 (1): 1970. Bibcode:2017NatCo...8.1970G. doi:10.1038/s41467-017-02037-7. PMC 5719035. PMID 29213092.
  17. ^ a b Eshel I, Matessi C (August 1998). "Canalization, genetic assimilation and preadaptation. A quantitative genetic model". Genetics. 149 (4): 2119–33. doi:10.1093/genetics/149.4.2119. PMC 1460279. PMID 9691063.
  18. ^ a b Paaby AB, Rockman MV (April 2014). "Cryptic genetic variation: evolution's hidden substrate". Nature Reviews. Genetics. 15 (4): 247–58. doi:10.1038/nrg3688. PMC 4737706. PMID 24614309.
  19. ^ a b Rutherford SL, Lindquist S (November 1998). "Hsp90 as a capacitor for morphological evolution". Nature. 396 (6709): 336–42. Bibcode:1998Natur.396..336R. doi:10.1038/24550. PMID 9845070. S2CID 204996106.
  20. ^ Whitesell L, Lindquist SL (October 2005). "HSP90 and the chaperoning of cancer". Nature Reviews. Cancer. 5 (10): 761–72. doi:10.1038/nrc1716. PMID 16175177. S2CID 22098282.
  21. ^ Queitsch C, Sangster TA, Lindquist S (June 2002). "Hsp90 as a capacitor of phenotypic variation". Nature. 417 (6889): 618–24. Bibcode:2002Natur.417..618Q. doi:10.1038/nature749. PMID 12050657. S2CID 4419085.
  22. ^ Rohner N, Jarosz DF, Kowalko JE, Yoshizawa M, Jeffery WR, Borowsky RL, et al. (December 2013). "Cryptic variation in morphological evolution: HSP90 as a capacitor for loss of eyes in cavefish". Science. 342 (6164): 1372–5. Bibcode:2013Sci...342.1372R. doi:10.1126/science.1240276. PMC 4004346. PMID 24337296.
  23. ^ Mutation in this gene results in the gene being expressed
  24. ^ Hackett, Perry B.; Largaespada, David A.; Switzer, Kirsten C.; Cooper, Laurence J. N. (1 April 2013). "Evaluating risks of insertional mutagenesis by DNA transposons in gene therapy". Translational Research. 161 (4): 265–283. doi:10.1016/j.trsl.2012.12.005. PMC 3602164. PMID 23313630.
  25. ^ Specchia V, Piacentini L, Tritto P, Fanti L, D'Alessandro R, Palumbo G, et al. (February 2010). "Hsp90 prevents phenotypic variation by suppressing the mutagenic activity of transposons". Nature. 463 (7281): 662–5. Bibcode:2010Natur.463..662S. doi:10.1038/nature08739. PMID 20062045. S2CID 4429205.
  26. ^ Hallgrímsson, Benedikt; Willmore, Katherine; Hall, Brian K. (2002). "Canalization, Developmental Stability, and Morphological Integration in Primate Limbs". American Journal of Physical Anthropology. Suppl 35: 131–158. doi:10.1002/ajpa.10182. PMC 5217179. PMID 12653311.
  27. ^ West-Eberhard, M J (November 2018). "Phenotypic Plasticity and the Origins of Diversity". Annual Review of Ecology and Systematics. 20 (Annual Review of Ecology and Systematics): 249–278. doi:10.1146/annurev.es.20.110189.001341.
  28. ^ Loewe, Laurence; Hill, William G. (27 April 2010). "The population genetics of mutations: good, bad and indifferent". Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 365 (1544): 1153–1167. doi:10.1098/rstb.2009.0317. PMC 2871823. PMID 20308090.

canalisation, genetics, other, uses, canalisation, disambiguation, canalisation, measure, ability, population, produce, same, phenotype, regardless, variability, environment, genotype, form, evolutionary, robustness, term, coined, 1942, waddington, capture, fa. For other uses see Canalisation disambiguation Canalisation is a measure of the ability of a population to produce the same phenotype regardless of variability of its environment or genotype It is a form of evolutionary robustness The term was coined in 1942 by C H Waddington to capture the fact that developmental reactions as they occur in organisms submitted to natural selection are adjusted so as to bring about one definite end result regardless of minor variations in conditions during the course of the reaction 1 He used this word rather than robustness to consider that biological systems are not robust in quite the same way as for example engineered systems Norms of reaction for two genotypes Genotype B shows a strongly bimodal distribution indicating differentiation into distinct phenotypes Each phenotype that results from genotype A is buffered against environmental variation it is canalised Biological robustness or canalisation comes about when developmental pathways are shaped by evolution Waddington introduced the concept of the epigenetic landscape in which the state of an organism rolls downhill during development In this metaphor a canalised trait is illustrated as a valley which he called a creode enclosed by high ridges safely guiding the phenotype to its fate Waddington claimed that canals form in the epigenetic landscape during evolution and that this heuristic is useful for understanding the unique qualities of biological robustness 2 Contents 1 Genetic assimilation 2 Congruence hypothesis 3 Evolutionary capacitance 4 HSP90 and decanalisation 5 Significance of Variability in Components 6 See also 7 ReferencesGenetic assimilation editWaddington used the concept of canalisation to explain his experiments on genetic assimilation 3 In these experiments he exposed Drosophila pupae to heat shock This environmental disturbance caused some flies to develop a crossveinless phenotype He then selected for crossveinless Eventually the crossveinless phenotype appeared even without heat shock Through this process of genetic assimilation an environmentally induced phenotype had become inherited Waddington explained this as the formation of a new canal in the epigenetic landscape It is however possible to explain genetic assimilation using only quantitative genetics and a threshold model with no reference to the concept of canalisation 4 5 6 7 However theoretical models that incorporate a complex genotype phenotype map have found evidence for the evolution of phenotypic robustness 8 contributing to genetic assimilation 9 even when selection is only for developmental stability and not for a particular phenotype and so the quantitative genetics models do not apply These studies suggest that the canalisation heuristic may still be useful beyond the more simple concept of robustness Congruence hypothesis editNeither canalisation nor robustness are simple quantities to quantify it is always necessary to specify which trait is canalised robust to which perturbations For example perturbations can come either from the environment or from mutations It has been suggested that different perturbations have congruent effects on development taking place on an epigenetic landscape 10 11 12 13 14 This could however depend on the molecular mechanism responsible for robustness and be different in different cases 15 Evolutionary capacitance editThe canalisation metaphor suggests that some phenotypic traits are very robust to small perturbations for which development does not exit the canal and rapidly returns down with little effect on the final outcome of development But perturbations whose magnitude exceeds a certain threshold will break out of the canal moving the developmental process into uncharted territory For instance the study of an allelic series for Fgf8 an important gene for craniofacial development with decreasing levels of gene expression demonstrated that the phenotype remains canalised as long as the expression level is above 40 of the wild type expression 16 Strong robustness up to a limit with little robustness beyond is a pattern that could increase evolvability in a fluctuating environment 17 Canalisation of a large set of genotypes into a limited phenotypic space has been suggested as a mechanism for the accumulation in a neutral manner of mutations that could otherwise be deleterious 18 Genetic canalisation could allow for evolutionary capacitance where genetic diversity accumulates in a population over time sheltered from natural selection because it does not normally affect phenotypes This hidden diversity could then be unleashed by extreme changes in the environment or by molecular switches releasing previously cryptic genetic variation that can then contribute to a rapid burst of evolution 18 a phenomenon termed decanalisation Cycles of canalization decanalization could explain the alternating periods of stasis where genotypic diversity accumulates without morphological changes followed by rapid morphological changes where decanalization releases the phenotypic diversity and becomes subject to natural selection in the fossil record thus providing a potential developmental explanation for the punctuated equilibrium 17 HSP90 and decanalisation editIn 1998 Susan Lindquist discovered that Drosophila hsp83 heterozygous mutants exhibit a large diversity of phenotypes from sexual combs on the head to scutoid like and notched wings phenotypes She showed that these phenotypes could be passed on to the next generation suggesting a genetic basis for those phenotypes 19 The authors hypothesized that Hsp90 the gene mutated in hsp83 as a chaperone protein plays a pivotal role in the folding and activation of many proteins involved in developmental signaling pathways thus buffering against genetic variation in those pathways 20 hsp83 mutants would therefore release the cryptic genetic variation resulting in a diversity of phenotypes In 2002 Lindquist showed that pharmacological inhibition of HSP90 in Arabidopsis thaliana also lead to a wide range of phenotypes some of which could be considered adaptive further supporting the canalising role of HSP90 21 Finally the same type of experiment in the cavefish Astyanax mexicanus yielded similar results This species encompasses two populations an eyed population living under the water surface and an eye less blind population living in caves Not only is the cave population eye less but it also displays a largely reduced orbit size HSP90 inhibition leads to an increased variation in orbit size that could explain how this trait could evolve in just a few generations Further analysis showed that low conductivity in the cave water induces a stress response mimicking the inhibition of HSP90 providing a mechanism for decanalisation 22 It is worth noting that interpretation of the original Drosophila paper 19 is now subject to controversy Molecular analysis of the hsp83 mutant showed that HSP90 is required for piRNA biogenesis a set of small RNAs repressing transposons in the germline 23 causing massive transposon 24 insertional mutagenesis that could explain the phenotypic diversification 25 Significance of Variability in Components editUnderstanding variability is an important aspect of comprehending natural selection and mutations Variability can be classified into two categories modulating phenotypic variation and modulating the phenotypes that are produced 26 The presence of this so called bias in genetic variability allows us to gain further insights into how certain phenotypes are more successful in terms of their actual morphology biochemical makeup or behavior 27 It is scientifically known that organisms need to develop systematically integrated systems in order to thrive in their specific ecosystems This extends to morphology where variations must occur in a systematic order otherwise phenotypic mutations will not persist due to the occurrence of natural selection The variation affects the speed and rate of evolutionary change through the selection and modulation of phenotypic variations 28 Ultimately this results in a lower amount of diversity observed throughout evolution as the majority of phenotypes do not persist beyond a few generations due to their inferior morphology biochemical makeup or physical movement or appearance See also editDevelopmental noise Phenotypic integration Phenotypic plasticity Developmental systems theory Gene regulatory network Systems biologyReferences edit Waddington CH 1942 Canalization of development and the inheritance of acquired characters Nature 150 3811 563 565 Bibcode 1942Natur 150 563W doi 10 1038 150563a0 S2CID 4127926 Waddington CH 1957 The strategy of the genes George Allen amp Unwin Waddington CH 1953 Genetic assimilation of an acquired character Evolution 7 2 118 126 doi 10 2307 2405747 JSTOR 2405747 Stern C 1958 Selection for subthreshold differences and the origin of pseudoexogenous adaptations American Naturalist 92 866 313 316 doi 10 1086 282040 S2CID 84634317 Bateman KG 1959 The genetic assimilation of the dumpy phenocopy American Naturalist 56 3 341 351 doi 10 1007 bf02984790 S2CID 41242659 Scharloo W 1991 Canalization genetic and developmental aspects Annual Review of Ecology and Systematics 22 65 93 doi 10 1146 annurev es 22 110191 000433 Falconer DS Mackay TF 1996 Introduction to Quantitative Genetics pp 309 310 Siegal ML Bergman A August 2002 Waddington s canalization revisited developmental stability and evolution Proceedings of the National Academy of Sciences of the United States of America 99 16 10528 32 Bibcode 2002PNAS 9910528S doi 10 1073 pnas 102303999 PMC 124963 PMID 12082173 Masel J September 2004 Genetic assimilation can occur in the absence of selection for the assimilating phenotype suggesting a role for the canalization heuristic Journal of Evolutionary Biology 17 5 1106 10 doi 10 1111 j 1420 9101 2004 00739 x PMID 15312082 Meiklejohn CD Hartl DL 2002 A single mode of canalization Trends in Ecology amp Evolution 17 10 468 473 doi 10 1016 S0169 5347 02 02596 X Ancel LW Fontana W October 2000 Plasticity evolvability and modularity in RNA The Journal of Experimental Zoology 288 3 242 83 CiteSeerX 10 1 1 43 6910 doi 10 1002 1097 010X 20001015 288 3 lt 242 AID JEZ5 gt 3 0 CO 2 O PMID 11069142 Szollosi GJ Derenyi I April 2009 Congruent evolution of genetic and environmental robustness in micro RNA Molecular Biology and Evolution 26 4 867 74 arXiv 0810 2658 doi 10 1093 molbev msp008 PMID 19168567 Wagner GP Booth G Bagheri Chaichian H April 1997 A Population Genetic Theory of Canalization Evolution International Journal of Organic Evolution 51 2 329 347 CiteSeerX 10 1 1 27 1001 doi 10 2307 2411105 JSTOR 2411105 PMID 28565347 Lehner B February 2010 Polymenis M ed Genes confer similar robustness to environmental stochastic and genetic perturbations in yeast PLOS ONE 5 2 e9035 Bibcode 2010PLoSO 5 9035L doi 10 1371 journal pone 0009035 PMC 2815791 PMID 20140261 Masel J Siegal ML September 2009 Robustness mechanisms and consequences Trends in Genetics 25 9 395 403 doi 10 1016 j tig 2009 07 005 PMC 2770586 PMID 19717203 Green RM Fish JL Young NM Smith FJ Roberts B Dolan K et al December 2017 Developmental nonlinearity drives phenotypic robustness Nature Communications 8 1 1970 Bibcode 2017NatCo 8 1970G doi 10 1038 s41467 017 02037 7 PMC 5719035 PMID 29213092 a b Eshel I Matessi C August 1998 Canalization genetic assimilation and preadaptation A quantitative genetic model Genetics 149 4 2119 33 doi 10 1093 genetics 149 4 2119 PMC 1460279 PMID 9691063 a b Paaby AB Rockman MV April 2014 Cryptic genetic variation evolution s hidden substrate Nature Reviews Genetics 15 4 247 58 doi 10 1038 nrg3688 PMC 4737706 PMID 24614309 a b Rutherford SL Lindquist S November 1998 Hsp90 as a capacitor for morphological evolution Nature 396 6709 336 42 Bibcode 1998Natur 396 336R doi 10 1038 24550 PMID 9845070 S2CID 204996106 Whitesell L Lindquist SL October 2005 HSP90 and the chaperoning of cancer Nature Reviews Cancer 5 10 761 72 doi 10 1038 nrc1716 PMID 16175177 S2CID 22098282 Queitsch C Sangster TA Lindquist S June 2002 Hsp90 as a capacitor of phenotypic variation Nature 417 6889 618 24 Bibcode 2002Natur 417 618Q doi 10 1038 nature749 PMID 12050657 S2CID 4419085 Rohner N Jarosz DF Kowalko JE Yoshizawa M Jeffery WR Borowsky RL et al December 2013 Cryptic variation in morphological evolution HSP90 as a capacitor for loss of eyes in cavefish Science 342 6164 1372 5 Bibcode 2013Sci 342 1372R doi 10 1126 science 1240276 PMC 4004346 PMID 24337296 Mutation in this gene results in the gene being expressed Hackett Perry B Largaespada David A Switzer Kirsten C Cooper Laurence J N 1 April 2013 Evaluating risks of insertional mutagenesis by DNA transposons in gene therapy Translational Research 161 4 265 283 doi 10 1016 j trsl 2012 12 005 PMC 3602164 PMID 23313630 Specchia V Piacentini L Tritto P Fanti L D Alessandro R Palumbo G et al February 2010 Hsp90 prevents phenotypic variation by suppressing the mutagenic activity of transposons Nature 463 7281 662 5 Bibcode 2010Natur 463 662S doi 10 1038 nature08739 PMID 20062045 S2CID 4429205 Hallgrimsson Benedikt Willmore Katherine Hall Brian K 2002 Canalization Developmental Stability and Morphological Integration in Primate Limbs American Journal of Physical Anthropology Suppl 35 131 158 doi 10 1002 ajpa 10182 PMC 5217179 PMID 12653311 West Eberhard M J November 2018 Phenotypic Plasticity and the Origins of Diversity Annual Review of Ecology and Systematics 20 Annual Review of Ecology and Systematics 249 278 doi 10 1146 annurev es 20 110189 001341 Loewe Laurence Hill William G 27 April 2010 The population genetics of mutations good bad and indifferent Philosophical Transactions of the Royal Society of London Series B Biological Sciences 365 1544 1153 1167 doi 10 1098 rstb 2009 0317 PMC 2871823 PMID 20308090 Retrieved from https en wikipedia org w index php title Canalisation genetics amp 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