Convergent evolution

Last updated

E obesa symmetrica ies.jpg
Astrophytum asterias1.jpg
Two succulent plant genera, Euphorbia and Astrophytum , are only distantly related, but the species within each have converged on a similar body form.

Convergent evolution is the independent evolution of similar features in species of different periods or epochs in time. Convergent evolution creates analogous structures that have similar form or function but were not present in the last common ancestor of those groups. The cladistic term for the same phenomenon is homoplasy. The recurrent evolution of flight is a classic example, as flying insects, birds, pterosaurs, and bats have independently evolved the useful capacity of flight. Functionally similar features that have arisen through convergent evolution are analogous, whereas homologous structures or traits have a common origin but can have dissimilar functions. Bird, bat, and pterosaur wings are analogous structures, but their forelimbs are homologous, sharing an ancestral state despite serving different functions.

Contents

The opposite of convergence is divergent evolution, where related species evolve different traits. Convergent evolution is similar to parallel evolution, which occurs when two independent species evolve in the same direction and thus independently acquire similar characteristics; for instance, gliding frogs have evolved in parallel from multiple types of tree frog.

Many instances of convergent evolution are known in plants, including the repeated development of C4 photosynthesis, seed dispersal by fleshy fruits adapted to be eaten by animals, and carnivory.

Overview

Homology and analogy in mammals and insects: on the horizontal axis, the structures are homologous in morphology, but different in function due to differences in habitat. On the vertical axis, the structures are analogous in function due to similar lifestyles but anatomically different with different phylogeny. Analogous & Homologous Structures.svg
Homology and analogy in mammals and insects: on the horizontal axis, the structures are homologous in morphology, but different in function due to differences in habitat. On the vertical axis, the structures are analogous in function due to similar lifestyles but anatomically different with different phylogeny.

In morphology, analogous traits arise when different species live in similar ways and/or a similar environment, and so face the same environmental factors. When occupying similar ecological niches (that is, a distinctive way of life) similar problems can lead to similar solutions. [1] [2] [3] The British anatomist Richard Owen was the first to identify the fundamental difference between analogies and homologies. [4]

In biochemistry, physical and chemical constraints on mechanisms have caused some active site arrangements such as the catalytic triad to evolve independently in separate enzyme superfamilies. [5]

In his 1989 book Wonderful Life , Stephen Jay Gould argued that if one could "rewind the tape of life [and] the same conditions were encountered again, evolution could take a very different course." [6] Simon Conway Morris disputes this conclusion, arguing that convergence is a dominant force in evolution, and given that the same environmental and physical constraints are at work, life will inevitably evolve toward an "optimum" body plan, and at some point, evolution is bound to stumble upon intelligence, a trait presently identified with at least primates, corvids, and cetaceans. [7]

Distinctions

Cladistics

In cladistics, a homoplasy is a trait shared by two or more taxa for any reason other than that they share a common ancestry. Taxa which do share ancestry are part of the same clade; cladistics seeks to arrange them according to their degree of relatedness to describe their phylogeny. Homoplastic traits caused by convergence are therefore, from the point of view of cladistics, confounding factors which could lead to an incorrect analysis. [8] [9] [10] [11]

Atavism

In some cases, it is difficult to tell whether a trait has been lost and then re-evolved convergently, or whether a gene has simply been switched off and then re-enabled later. Such a re-emerged trait is called an atavism. From a mathematical standpoint, an unused gene (selectively neutral) has a steadily decreasing probability of retaining potential functionality over time. The time scale of this process varies greatly in different phylogenies; in mammals and birds, there is a reasonable probability of remaining in the genome in a potentially functional state for around 6 million years. [12]

Parallel vs. convergent evolution

Evolution at an amino acid position. In each case, the left-hand species changes from having alanine (A) at a specific position in a protein in a hypothetical ancestor, and now has serine (S) there. The right-hand species may undergo divergent, parallel, or convergent evolution at this amino acid position relative to the first species. Evolutionary trends.svg
Evolution at an amino acid position. In each case, the left-hand species changes from having alanine (A) at a specific position in a protein in a hypothetical ancestor, and now has serine (S) there. The right-hand species may undergo divergent, parallel, or convergent evolution at this amino acid position relative to the first species.

When two species are similar in a particular character, evolution is defined as parallel if the ancestors were also similar, and convergent if they were not. [lower-alpha 2] Some scientists have argued that there is a continuum between parallel and convergent evolution, [13] [14] while others maintain that despite some overlap, there are still important distinctions between the two. [15] [16]

When the ancestral forms are unspecified or unknown, or the range of traits considered is not clearly specified, the distinction between parallel and convergent evolution becomes more subjective. For instance, the striking example of similar placental and marsupial forms is described by Richard Dawkins in The Blind Watchmaker as a case of convergent evolution, because mammals on each continent had a long evolutionary history prior to the extinction of the dinosaurs under which to accumulate relevant differences. [17]

At molecular level

Evolutionary convergence of serine and cysteine protease towards the same catalytic triads organisation of acid-base-nucleophile in different protease superfamilies. Shown are the triads of subtilisin, prolyl oligopeptidase, TEV protease, and papain. Triad convergence ser cys.svg
Evolutionary convergence of serine and cysteine protease towards the same catalytic triads organisation of acid-base-nucleophile in different protease superfamilies. Shown are the triads of subtilisin, prolyl oligopeptidase, TEV protease, and papain.

Proteins

Protease active sites

The enzymology of proteases provides some of the clearest examples of convergent evolution. These examples reflect the intrinsic chemical constraints on enzymes, leading evolution to converge on equivalent solutions independently and repeatedly. [5] [18]

Serine and cysteine proteases use different amino acid functional groups (alcohol or thiol) as a nucleophile. In order to activate that nucleophile, they orient an acidic and a basic residue in a catalytic triad. The chemical and physical constraints on enzyme catalysis have caused identical triad arrangements to evolve independently more than 20 times in different enzyme superfamilies. [5]

Threonine proteases use the amino acid threonine as their catalytic nucleophile. Unlike cysteine and serine, threonine is a secondary alcohol (i.e. has a methyl group). The methyl group of threonine greatly restricts the possible orientations of triad and substrate, as the methyl clashes with either the enzyme backbone or the histidine base. Consequently, most threonine proteases use an N-terminal threonine in order to avoid such steric clashes. Several evolutionarily independent enzyme superfamilies with different protein folds use the N-terminal residue as a nucleophile. This commonality of active site but difference of protein fold indicates that the active site evolved convergently in those families. [5] [19]

Cone snail and fish insulin

Conus geographus produces a distinct form of insulin that is more similar to fish insulin protein sequences than to insulin from more closely related molluscs, suggesting convergent evolution, [20] though with the possibility of horizontal gene transfer. [21]

Ferrous iron uptake via protein transporters in land plants and chlorophytes

Distant homologues of the metal ion transporters ZIP in land plants and chlorophytes have converged in structure, likely to take up Fe2+ efficiently. The IRT1 proteins from Arabidopsis thaliana and rice have extremely different amino acid sequences from Chlamydomonas 's IRT1, but their three-dimensional structures are similar, suggesting convergent evolution. [22]

Na+,K+-ATPase and Insect resistance to cardiotonic steroids

Many examples of convergent evolution exist in insects in terms of developing resistance at a molecular level to toxins. One well-characterized example is the evolution of resistance to cardiotonic steroids (CTSs) via amino acid substitutions at well-defined positions of the α-subunit of Na+,K+-ATPase (ATPalpha). Variation in ATPalpha has been surveyed in various CTS-adapted species spanning six insect orders. [23] [24] [25] Among 21 CTS-adapted species, 58 (76%) of 76 amino acid substitutions at sites implicated in CTS resistance occur in parallel in at least two lineages. [25] 30 of these substitutions (40%) occur at just two sites in the protein (positions 111 and 122). CTS-adapted species have also recurrently evolved neo-functionalized duplications of ATPalpha, with convergent tissue-specific expression patterns. [23] [25]

Nucleic acids

Convergence occurs at the level of DNA and the amino acid sequences produced by translating structural genes into proteins. Studies have found convergence in amino acid sequences in echolocating bats and the dolphin; [26] among marine mammals; [27] between giant and red pandas; [28] and between the thylacine and canids. [29] Convergence has also been detected in a type of non-coding DNA, cis-regulatory elements, such as in their rates of evolution; this could indicate either positive selection or relaxed purifying selection. [30] [31]

In animal morphology

Dolphins and ichthyosaurs converged on many adaptations for fast swimming. Ichthyosaur vs dolphin.svg
Dolphins and ichthyosaurs converged on many adaptations for fast swimming.

Bodyplans

Swimming animals including fish such as herrings, marine mammals such as dolphins, and ichthyosaurs (of the Mesozoic) all converged on the same streamlined shape. [32] [33] A similar shape and swimming adaptations are even present in molluscs, such as Phylliroe . [34] The fusiform bodyshape (a tube tapered at both ends) adopted by many aquatic animals is an adaptation to enable them to travel at high speed in a high drag environment. [35] Similar body shapes are found in the earless seals and the eared seals: they still have four legs, but these are strongly modified for swimming. [36]

The marsupial fauna of Australia and the placental mammals of the Old World have several strikingly similar forms, developed in two clades, isolated from each other. [7] The body, and especially the skull shape, of the thylacine (Tasmanian tiger or Tasmanian wolf) converged with those of Canidae such as the red fox, Vulpes vulpes . [37]

Echolocation

As a sensory adaptation, echolocation has evolved separately in cetaceans (dolphins and whales) and bats, but from the same genetic mutations. [38]

Electric fishes

The Gymnotiformes of South America and the Mormyridae of Africa independently evolved passive electroreception (around 119 and 110 million years ago, respectively). Around 20 million years after acquiring that ability, both groups evolved active electrogenesis, producing weak electric fields to help them detect prey. [39]

Eyes

The camera eyes of vertebrates (left) and cephalopods (right) developed independently and are wired differently; for instance, optic nerve fibres reach the vertebrate retina from the front, creating a blind spot . Evolution eye.svg
The camera eyes of vertebrates (left) and cephalopods (right) developed independently and are wired differently; for instance, optic nerve fibres reach the vertebrate retina from the front, creating a blind spot .

One of the best-known examples of convergent evolution is the camera eye of cephalopods (such as squid and octopus), vertebrates (including mammals) and cnidaria (such as jellyfish). [41] Their last common ancestor had at most a simple photoreceptive spot, but a range of processes led to the progressive refinement of camera eyes—with one sharp difference: the cephalopod eye is "wired" in the opposite direction, with blood and nerve vessels entering from the back of the retina, rather than the front as in vertebrates. As a result, cephalopods lack a blind spot. [7]

Flight

Vertebrate wings are partly homologous (from forelimbs), but analogous as organs of flight in (1) pterosaurs, (2) bats, (3) birds, evolved separately. Homology.jpg
Vertebrate wings are partly homologous (from forelimbs), but analogous as organs of flight in (1) pterosaurs, (2) bats, (3) birds, evolved separately.

Birds and bats have homologous limbs because they are both ultimately derived from terrestrial tetrapods, but their flight mechanisms are only analogous, so their wings are examples of functional convergence. The two groups have independently evolved their own means of powered flight. Their wings differ substantially in construction. The bat wing is a membrane stretched across four extremely elongated fingers and the legs. The airfoil of the bird wing is made of feathers, strongly attached to the forearm (the ulna) and the highly fused bones of the wrist and hand (the carpometacarpus), with only tiny remnants of two fingers remaining, each anchoring a single feather. So, while the wings of bats and birds are functionally convergent, they are not anatomically convergent. [3] [42] Birds and bats also share a high concentration of cerebrosides in the skin of their wings. This improves skin flexibility, a trait useful for flying animals; other mammals have a far lower concentration. [43] The extinct pterosaurs independently evolved wings from their fore- and hindlimbs, while insects have wings that evolved separately from different organs. [44]

Flying squirrels and sugar gliders are much alike in their body plans, with gliding wings stretched between their limbs, but flying squirrels are placental mammals while sugar gliders are marsupials, widely separated within the mammal lineage from the placentals. [45]

Hummingbird hawk-moths and hummingbirds have evolved similar flight and feeding patterns. [46]

Insect mouthparts

Insect mouthparts show many examples of convergent evolution. The mouthparts of different insect groups consist of a set of homologous organs, specialised for the dietary intake of that insect group. Convergent evolution of many groups of insects led from original biting-chewing mouthparts to different, more specialised, derived function types. These include, for example, the proboscis of flower-visiting insects such as bees and flower beetles, [47] [48] [49] or the biting-sucking mouthparts of blood-sucking insects such as fleas and mosquitos.

Opposable thumbs

Opposable thumbs allowing the grasping of objects are most often associated with primates, like humans, monkeys, apes, and lemurs. Opposable thumbs also evolved in giant pandas, but these are completely different in structure, having six fingers including the thumb, which develops from a wrist bone entirely separately from other fingers. [50]

Primates

Veronika Loncka.jpg
Angela Bassett by Gage Skidmoe.jpg
(misseuwaipeu) jejaggiyeongsang eomjeonghwa 3m3s.jpg
Convergent evolution human skin color map.svg Despite the similar lightening of skin colour after moving out of Africa, different genes were involved in European (left) and East Asian (right) lineages.

Convergent evolution in humans includes blue eye colour and light skin colour. [51] When humans migrated out of Africa, they moved to more northern latitudes with less intense sunlight. [51] It was beneficial to them to reduce their skin pigmentation. [51] It appears certain that there was some lightening of skin colour before European and East Asian lineages diverged, as there are some skin-lightening genetic differences that are common to both groups. [51] However, after the lineages diverged and became genetically isolated, the skin of both groups lightened more, and that additional lightening was due to different genetic changes. [51]

HumansLemurs
A blue eye.jpg
Eye See You (2346693372).jpg
Eulemur mongoz (male - face).jpg
Blue-eyed black lemur.jpg
Despite the similarity of appearance, the genetic basis of blue eyes is different in humans and lemurs.

Lemurs and humans are both primates. Ancestral primates had brown eyes, as most primates do today. The genetic basis of blue eyes in humans has been studied in detail and much is known about it. It is not the case that one gene locus is responsible, say with brown dominant to blue eye colour. However, a single locus is responsible for about 80% of the variation. In lemurs, the differences between blue and brown eyes are not completely known, but the same gene locus is not involved. [52]

In plants

In myrmecochory, seeds such as those of Chelidonium majus have a hard coating and an attached oil body, an elaiosome, for dispersal by ants. Chelidonium majus seeds.jpg
In myrmecochory, seeds such as those of Chelidonium majus have a hard coating and an attached oil body, an elaiosome, for dispersal by ants.

The annual life-cycle

While most plant species are perennial, about 6% follow an annual life cycle, living for only one growing season. [53] The annual life cycle independently emerged in over 120 plant families of angiosperms. [54] [55] The prevalence of annual species increases under hot-dry summer conditions in the four species-rich families of annuals (Asteraceae, Brassicaceae, Fabaceae, and Poaceae), indicating that the annual life cycle is adaptive. [53] [56]

Carbon fixation

C4 photosynthesis, one of the three major carbon-fixing biochemical processes, has arisen independently up to 40 times. [57] [58] About 7,600 plant species of angiosperms use C4 carbon fixation, with many monocots including 46% of grasses such as maize and sugar cane, [59] [60] and dicots including several species in the Chenopodiaceae and the Amaranthaceae. [61] [62]

Fruits

Fruits with a wide variety of structural origins have converged to become edible. Apples are pomes with five carpels; their accessory tissues form the apple's core, surrounded by structures from outside the botanical fruit, the receptacle or hypanthium. Other edible fruits include other plant tissues; [63] the fleshy part of a tomato is the walls of the pericarp. [64] This implies convergent evolution under selective pressure, in this case the competition for seed dispersal by animals through consumption of fleshy fruits. [65]

Seed dispersal by ants (myrmecochory) has evolved independently more than 100 times, and is present in more than 11,000 plant species. It is one of the most dramatic examples of convergent evolution in biology. [66]

Carnivory

Molecular convergence in carnivorous plants Chitinase4TC.jpg
Molecular convergence in carnivorous plants

Carnivory has evolved multiple times independently in plants in widely separated groups. In three species studied, Cephalotus follicularis , Nepenthes alata and Sarracenia purpurea , there has been convergence at the molecular level. Carnivorous plants secrete enzymes into the digestive fluid they produce. By studying phosphatase, glycoside hydrolase, glucanase, RNAse and chitinase enzymes as well as a pathogenesis-related protein and a thaumatin-related protein, the authors found many convergent amino acid substitutions. These changes were not at the enzymes' catalytic sites, but rather on the exposed surfaces of the proteins, where they might interact with other components of the cell or the digestive fluid. The authors also found that homologous genes in the non-carnivorous plant Arabidopsis thaliana tend to have their expression increased when the plant is stressed, leading the authors to suggest that stress-responsive proteins have often been co-opted [lower-alpha 3] in the repeated evolution of carnivory. [67]

Methods of inference

Angiosperm phylogeny of orders based on classification by the Angiosperm Phylogeny Group. The figure shows the number of inferred independent origins of C3-C4 photosynthesis and C4 photosynthesis in parentheses. Phenotypic-landscape-inference-reveals-multiple-evolutionary-paths-toC4-photosynthesis-elife00961fs002.jpg
Angiosperm phylogeny of orders based on classification by the Angiosperm Phylogeny Group. The figure shows the number of inferred independent origins of C3-C4 photosynthesis and C4 photosynthesis in parentheses.

Phylogenetic reconstruction and ancestral state reconstruction proceed by assuming that evolution has occurred without convergence. Convergent patterns may, however, appear at higher levels in a phylogenetic reconstruction, and are sometimes explicitly sought by investigators. The methods applied to infer convergent evolution depend on whether pattern-based or process-based convergence is expected. Pattern-based convergence is the broader term, for when two or more lineages independently evolve patterns of similar traits. Process-based convergence is when the convergence is due to similar forces of natural selection. [68]

Pattern-based measures

Earlier methods for measuring convergence incorporate ratios of phenotypic and phylogenetic distance by simulating evolution with a Brownian motion model of trait evolution along a phylogeny. [69] [70] More recent methods also quantify the strength of convergence. [71] One drawback to keep in mind is that these methods can confuse long-term stasis with convergence due to phenotypic similarities. Stasis occurs when there is little evolutionary change among taxa. [68]

Distance-based measures assess the degree of similarity between lineages over time. Frequency-based measures assess the number of lineages that have evolved in a particular trait space. [68]

Process-based measures

Methods to infer process-based convergence fit models of selection to a phylogeny and continuous trait data to determine whether the same selective forces have acted upon lineages. This uses the Ornstein–Uhlenbeck process to test different scenarios of selection. Other methods rely on an a priori specification of where shifts in selection have occurred. [72]

See also

Notes

  1. However, evolutionary developmental biology has identified deep homology between insect and mammal body plans, to the surprise of many biologists.
  2. However, all organisms share a common ancestor more or less recently, so the question of how far back to look in evolutionary time and how similar the ancestors need to be for one to consider parallel evolution to have taken place is not entirely resolved within evolutionary biology.
  3. The prior existence of suitable structures has been called pre-adaptation or exaptation.

Related Research Articles

Common descent is a concept in evolutionary biology applicable when one species is the ancestor of two or more species later in time. According to modern evolutionary biology, all living beings could be descendants of a unique ancestor commonly referred to as the last universal common ancestor (LUCA) of all life on Earth.

Genomic imprinting is an epigenetic phenomenon that causes genes to be expressed or not, depending on whether they are inherited from the female or male parent. Genes can also be partially imprinted. Partial imprinting occurs when alleles from both parents are differently expressed rather than complete expression and complete suppression of one parent's allele. Forms of genomic imprinting have been demonstrated in fungi, plants and animals. In 2014, there were about 150 imprinted genes known in mice and about half that in humans. As of 2019, 260 imprinted genes have been reported in mice and 228 in humans.

Macroevolution usually means the evolution of large-scale structures and traits that go significantly beyond the intraspecific variation found in microevolution. In other words, macroevolution is the evolution of taxa above the species level.

Molecular evolution is the process of change in the sequence composition of cellular molecules such as DNA, RNA, and proteins across generations. The field of molecular evolution uses principles of evolutionary biology and population genetics to explain patterns in these changes. Major topics in molecular evolution concern the rates and impacts of single nucleotide changes, neutral evolution vs. natural selection, origins of new genes, the genetic nature of complex traits, the genetic basis of speciation, the evolution of development, and ways that evolutionary forces influence genomic and phenotypic changes.

The molecular clock is a figurative term for a technique that uses the mutation rate of biomolecules to deduce the time in prehistory when two or more life forms diverged. The biomolecular data used for such calculations are usually nucleotide sequences for DNA, RNA, or amino acid sequences for proteins.

<span class="mw-page-title-main">Afrotheria</span> Clade of mammals containing elephants and elephant shrews

Afrotheria is a superorder of mammals, the living members of which belong to groups that are either currently living in Africa or of African origin: golden moles, elephant shrews, otter shrews, tenrecs, aardvarks, hyraxes, elephants, sea cows, and several extinct clades. Most groups of afrotheres share little or no superficial resemblance, and their similarities have only become known in recent times because of genetics and molecular studies. Many afrothere groups are found mostly or exclusively in Africa, reflecting the fact that Africa was an island continent from the Cretaceous until the early Miocene around 20 million years ago, when Afro-Arabia collided with Eurasia.

Thermogenesis is the process of heat production in organisms. It occurs in all warm-blooded animals, and also in a few species of thermogenic plants such as the Eastern skunk cabbage, the Voodoo lily, and the giant water lilies of the genus Victoria. The lodgepole pine dwarf mistletoe, Arceuthobium americanum, disperses its seeds explosively through thermogenesis.

Evolvability is defined as the capacity of a system for adaptive evolution. Evolvability is the ability of a population of organisms to not merely generate genetic diversity, but to generate adaptive genetic diversity, and thereby evolve through natural selection.

Parallel evolution is the similar development of a trait in distinct species that are not closely related, but share a similar original trait in response to similar evolutionary pressure.

<span class="mw-page-title-main">Sequence homology</span> Shared ancestry between DNA, RNA or protein sequences

Sequence homology is the biological homology between DNA, RNA, or protein sequences, defined in terms of shared ancestry in the evolutionary history of life. Two segments of DNA can have shared ancestry because of three phenomena: either a speciation event (orthologs), or a duplication event (paralogs), or else a horizontal gene transfer event (xenologs).

<span class="mw-page-title-main">Tyrosinase</span> Enzyme for controlling the production of melanin

Tyrosinase is an oxidase that is the rate-limiting enzyme for controlling the production of melanin. The enzyme is mainly involved in two distinct reactions of melanin synthesis otherwise known as the Raper Mason pathway. Firstly, the hydroxylation of a monophenol and secondly, the conversion of an o-diphenol to the corresponding o-quinone. o-Quinone undergoes several reactions to eventually form melanin. Tyrosinase is a copper-containing enzyme present in plant and animal tissues that catalyzes the production of melanin and other pigments from tyrosine by oxidation. It is found inside melanosomes which are synthesized in the skin melanocytes. In humans, the tyrosinase enzyme is encoded by the TYR gene.

<span class="mw-page-title-main">Divergent evolution</span> Accumulation of differences between closely related species populations, leading to speciation

Divergent evolution or divergent selection is the accumulation of differences between closely related populations within a species, sometimes leading to speciation. Divergent evolution is typically exhibited when two populations become separated by a geographic barrier and experience different selective pressures that cause adaptations. After many generations and continual evolution, the populations become less able to interbreed with one another. The American naturalist J. T. Gulick (1832–1923) was the first to use the term "divergent evolution", with its use becoming widespread in modern evolutionary literature. Examples of divergence in nature are the adaptive radiation of the finches of the Galápagos, changes in mobbing behavior of the kittiwake, and the evolution of the modern-day dog from the wolf.

Evidence of common descent of living organisms has been discovered by scientists researching in a variety of disciplines over many decades, demonstrating that all life on Earth comes from a single ancestor. This forms an important part of the evidence on which evolutionary theory rests, demonstrates that evolution does occur, and illustrates the processes that created Earth's biodiversity. It supports the modern evolutionary synthesis—the current scientific theory that explains how and why life changes over time. Evolutionary biologists document evidence of common descent, all the way back to the last universal common ancestor, by developing testable predictions, testing hypotheses, and constructing theories that illustrate and describe its causes.

<span class="mw-page-title-main">Catalytic triad</span> Set of three coordinated amino acids

A catalytic triad is a set of three coordinated amino acids that can be found in the active site of some enzymes. Catalytic triads are most commonly found in hydrolase and transferase enzymes. An acid-base-nucleophile triad is a common motif for generating a nucleophilic residue for covalent catalysis. The residues form a charge-relay network to polarise and activate the nucleophile, which attacks the substrate, forming a covalent intermediate which is then hydrolysed to release the product and regenerate free enzyme. The nucleophile is most commonly a serine or cysteine amino acid, but occasionally threonine or even selenocysteine. The 3D structure of the enzyme brings together the triad residues in a precise orientation, even though they may be far apart in the sequence.

<i>Why Evolution is True</i> Popular science book

Why Evolution is True is a popular science book by American biologist Jerry Coyne. It was published in 2009, dubbed "Darwin Year" as it marked the bicentennial of Charles Darwin and the hundred and fiftieth anniversary of the publication of his On the Origin of Species By Means of Natural Selection. Coyne examines the evidence for evolution, some of which was known to Darwin (biogeography) and some of which has emerged in recent years. The book was a New York Times bestseller, and reviewers praised the logic of Coyne's arguments and the clarity of his prose. It was reprinted as part of the Oxford Landmark Science series.

Enzyme promiscuity is the ability of an enzyme to catalyse a fortuitous side reaction in addition to its main reaction. Although enzymes are remarkably specific catalysts, they can often perform side reactions in addition to their main, native catalytic activity. These promiscuous activities are usually slow relative to the main activity and are under neutral selection. Despite ordinarily being physiologically irrelevant, under new selective pressures these activities may confer a fitness benefit therefore prompting the evolution of the formerly promiscuous activity to become the new main activity. An example of this is the atrazine chlorohydrolase from Pseudomonas sp. ADP that evolved from melamine deaminase, which has very small promiscuous activity toward atrazine, a man-made chemical.

A protein superfamily is the largest grouping (clade) of proteins for which common ancestry can be inferred. Usually this common ancestry is inferred from structural alignment and mechanistic similarity, even if no sequence similarity is evident. Sequence homology can then be deduced even if not apparent. Superfamilies typically contain several protein families which show sequence similarity within each family. The term protein clan is commonly used for protease and glycosyl hydrolases superfamilies based on the MEROPS and CAZy classification systems.

Recurrent evolution is the repeated evolution of a particular trait, character, or mutation. Most evolution is the result of drift, often interpreted as the random chance of some alleles being passed down to the next generation and others not. Recurrent evolution is said to occur when patterns emerge from this stochastic process when looking across multiple distinct populations. These patterns are of particular interest to evolutionary biologists, as they can demonstrate the underlying forces governing evolution.

The evolution of photosynthesis refers to the origin and subsequent evolution of photosynthesis, the process by which light energy is used to assemble sugars from carbon dioxide and a hydrogen and electron source such as water. The process of photosynthesis was discovered by Jan Ingenhousz, a Dutch-born British physician and scientist, first publishing about it in 1779.

References

  1. Kirk, John Thomas Osmond (2007). Science & Certainty. Csiro Publishing. p. 79. ISBN   978-0-643-09391-1. Archived from the original on 15 February 2017. Retrieved 23 January 2017. evolutionary convergence, which, quoting .. Simon Conway Morris .. is the 'recurring tendency of biological organization to arrive at the same "solution" to a particular "need". .. the 'Tasmanian tiger' .. looked and behaved like a wolf and occupied a similar ecological niche, but was in fact a marsupial not a placental mammal.
  2. Reece, J.; Meyers, N.; Urry, L.; Cain, M.; Wasserman, S.; Minorsky, P.; Jackson, R.; Cooke, B. (5 September 2011). Cambell Biology, 9th Edition. Pearson. p. 586. ISBN   978-1-4425-3176-5.
  3. 1 2 "Homologies and analogies". University of California Berkeley. Archived from the original on 19 November 2016. Retrieved 10 January 2017.
  4. Thunstad, Erik (2009). Darwins teori, evolusjon gjennom 400 år (in Norwegian). Oslo, Norway: Humanist forlag. p. 404. ISBN   978-82-92622-53-7.
  5. 1 2 3 4 Buller, A. R.; Townsend, C. A. (19 February 2013). "Intrinsic evolutionary constraints on protease structure, enzyme acylation, and the identity of the catalytic triad". Proceedings of the National Academy of Sciences of the United States of America. 110 (8): E653–61. Bibcode:2013PNAS..110E.653B. doi: 10.1073/pnas.1221050110 . PMC   3581919 . PMID   23382230.
  6. Gould, S.J. (1989). Wonderful Life: The Burgess Shale and the Nature of History. W.W. Norton. pp.  282–285. ISBN   978-0-09-174271-3.
  7. 1 2 3 Conway Morris, Simon (2005). Life's solution: inevitable humans in a lonely universe. Cambridge University Press. pp.  164, 167, 170 and 235. ISBN   978-0-521-60325-6. OCLC   156902715.
  8. Chirat, R.; Moulton, D. E.; Goriely, A. (2013). "Mechanical basis of morphogenesis and convergent evolution of spiny seashells". Proceedings of the National Academy of Sciences. 110 (15): 6015–6020. Bibcode:2013PNAS..110.6015C. doi: 10.1073/pnas.1220443110 . PMC   3625336 . PMID   23530223.
  9. Lomolino, M; Riddle, B; Whittaker, R; Brown, J (2010). Biogeography, Fourth Edition. Sinauer Associates. p. 426. ISBN   978-0-87893-494-2.
  10. West-Eberhard, Mary Jane (2003). Developmental Plasticity and Evolution. Oxford University Press. pp. 353–376. ISBN   978-0-19-512235-0.
  11. Sanderson, Michael J.; Hufford, Larry (1996). Homoplasy: The Recurrence of Similarity in Evolution. Academic Press. pp. 330, and passim. ISBN   978-0-08-053411-4. Archived from the original on 14 February 2017. Retrieved 21 January 2017.
  12. Collin, R.; Cipriani, R. (2003). "Dollo's law and the re-evolution of shell coiling". Proceedings of the Royal Society B. 270 (1533): 2551–2555. doi:10.1098/rspb.2003.2517. PMC   1691546 . PMID   14728776.
  13. Arendt, J; Reznick, D (January 2008). "Convergence and parallelism reconsidered: what have we learned about the genetics of adaptation?". Trends in Ecology & Evolution. 23 (1): 26–32. doi:10.1016/j.tree.2007.09.011. PMID   18022278.
  14. Waters, Jonathan M.; McCulloch, Graham A. (2021). "Reinventing the wheel? Reassessing the roles of gene flow, sorting and convergence in repeated evolution". Molecular Ecology. 30 (17): 4162–4172. Bibcode:2021MolEc..30.4162W. doi:10.1111/mec.16018. ISSN   1365-294X. PMID   34133810. S2CID   235460165.
  15. Pearce, T. (10 November 2011). "Convergence and Parallelism in Evolution: A Neo-Gouldian Account". The British Journal for the Philosophy of Science. 63 (2): 429–448. doi: 10.1093/bjps/axr046 .
  16. Zhang, J.; Kumar, S. (1997). "Detection of convergent and parallel evolution at the amino acid sequence level". Mol. Biol. Evol. 14 (5): 527–36. doi: 10.1093/oxfordjournals.molbev.a025789 . PMID   9159930.
  17. Dawkins, Richard (1986). The Blind Watchmaker. W. W. Norton. pp.  100–106. ISBN   978-0-393-31570-7.
  18. Dodson, G.; Wlodawer, A. (September 1998). "Catalytic triads and their relatives". Trends in Biochemical Sciences. 23 (9): 347–52. doi:10.1016/S0968-0004(98)01254-7. PMID   9787641.
  19. Ekici, O. D.; Paetzel, M.; Dalbey, R. E. (December 2008). "Unconventional serine proteases: variations on the catalytic Ser/His/Asp triad configuration". Protein Science. 17 (12): 2023–37. doi:10.1110/ps.035436.108. PMC   2590910 . PMID   18824507.
  20. Safavi-Hemami, Helena; Gajewiak, Joanna; Karanth, Santhosh; Robinson, Samuel D.; Ueberheide, Beatrix; Douglass, Adam D.; Schlegel, Amnon; Imperial, Julita S.; Watkins, Maren; Bandyopadhyay, Pradip K.; Yandell, Mark; Li, Qing; Purcell, Anthony W.; Norton, Raymond S.; Ellgaard, Lars; Olivera, Baldomero M. (10 February 2015). "Specialized insulin is used for chemical warfare by fish-hunting cone snails". Proceedings of the National Academy of Sciences. 112 (6): 1743–1748. Bibcode:2015PNAS..112.1743S. doi: 10.1073/pnas.1423857112 . PMC   4330763 . PMID   25605914.
  21. Martin, J. P.; Fridovich, I (1981). "Evidence for a natural gene-transfer from the ponyfish to its bioluminescent bacterial symbiont Photobacter leiognathi — the close relationship between bacteriocuprein and the copper-zinc superoxide-dismutase of teleost fishes". J. Biol. Chem. 256 (12): 6080–6089. doi: 10.1016/S0021-9258(19)69131-3 . PMID   6787049.
  22. Rodrigues, Wenderson Felipe Costa; Lisboa, Ayrton Breno P.; Lima, Joni Esrom; Ricachenevsky, Felipe Klein; Del-Bem, Luiz-Eduardo (10 January 2023). "Ferrous iron uptake via IRT1 / ZIP evolved at least twice in green plants". New Phytologist. 237 (6): 1951–1961. doi: 10.1111/nph.18661 . PMID   36626937.
  23. 1 2 Zhen, Ying; Aardema, Matthew L.; Medina, Edgar M.; Schumer, Molly; Andolfatto, Peter (28 September 2012). "Parallel Molecular Evolution in an Herbivore Community". Science. 337 (6102): 1634–1637. Bibcode:2012Sci...337.1634Z. doi:10.1126/science.1226630. ISSN   0036-8075. PMC   3770729 . PMID   23019645.
  24. Dobler, S., Dalla, S., Wagschal, V., & Agrawal, A. A. (2012). Community-wide convergent evolution in insect adaptation to toxic cardenolides by substitutions in the Na,K-ATPase. Proceedings of the National Academy of Sciences, 109(32), 13040–13045. https://doi.org/10.1073/pnas.1202111109
  25. 1 2 3 Yang, L; Ravikanthachari, N; Mariño-Pérez, R; Deshmukh, R; Wu, M; Rosenstein, A; Kunte, K; Song, H; Andolfatto, P. (2019). "Predictability in the evolution of Orthopteran cardenolide insensitivity". Philosophical Transactions of the Royal Society of London, Series B. 374 (1777): 20180246. doi:10.1098/rstb.2018.0246. PMC   6560278 . PMID   31154978.
  26. Liu, Zhen; Qi, Fei-Yan; Zhou, Xin; Ren, Hai-Qing; Shi, Peng (2014). "Parallel Sites Implicate Functional Convergence of the Hearing Gene Prestin among Echolocating Mammals". Molecular Biology and Evolution. 31 (9): 2415–2424. doi: 10.1093/molbev/msu194 . ISSN   1537-1719. PMID   24951728.
  27. Foote, Andrew D.; Liu, Yue; Thomas, Gregg W. C.; Vinař, Tomáš; Alföldi, Jessica; Deng, Jixin; Dugan, Shannon; Elk, Cornelis E. van; Hunter, Margaret E. (March 2015). "Convergent evolution of the genomes of marine mammals". Nature Genetics. 47 (3): 272–275. doi:10.1038/ng.3198. PMC   4644735 . PMID   25621460.
  28. Hu, Yibo; Wu, Qi; Ma, Shuai; Ma, Tianxiao; Shan, Lei; Wang, Xiao; Nie, Yonggang; Ning, Zemin; Yan, Li (January 2017). "Comparative genomics reveals convergent evolution between the bamboo-eating giant and red pandas". Proceedings of the National Academy of Sciences of the United States of America. 114 (5): 1081–1086. Bibcode:2017PNAS..114.1081H. doi: 10.1073/pnas.1613870114 . PMC   5293045 . PMID   28096377.
  29. Feigin, Charles Y.; Newton, Axel H.; Doronina, Liliya; Schmitz, Jürgen; Hipsley, Christy A.; Mitchell, Kieren J.; Gower, Graham; Llamas, Bastien; Soubrier, Julien (January 2018). "Genome of the Tasmanian tiger provides insights into the evolution and demography of an extinct marsupial carnivore". Nature Ecology & Evolution. 2 (1): 182–192. doi: 10.1038/s41559-017-0417-y . PMID   29230027.
  30. Partha, Raghavendran; Chauhan, Bharesh K; Ferreira, Zelia; Robinson, Joseph D; Lathrop, Kira; Nischal, Ken K.; Chikina, Maria; Clark, Nathan L. (October 2017). "Subterranean mammals show convergent regression in ocular genes and enhancers, along with adaptation to tunneling". eLife. 6. doi: 10.7554/eLife.25884 . PMC   5643096 . PMID   29035697.
  31. Sackton, TB; Grayson, P; Cloutier, A; Hu, Z; Liu, JS; Wheeler, NE; Gardner, PP; Clarke, JA; Baker, AJ; Clamp, M; Edwards, SV (5 April 2019). "Convergent regulatory evolution and loss of flight in paleognathous birds". Science. 364 (6435): 74–78. Bibcode:2019Sci...364...74S. doi: 10.1126/science.aat7244 . PMID   30948549. S2CID   96435050.
  32. "How do analogies evolve?". University of California Berkeley. Archived from the original on 2 April 2017. Retrieved 26 January 2017.
  33. Selden, Paul; Nudds, John (2012). Evolution of Fossil Ecosystems (2nd ed.). CRC Press. p. 133. ISBN   978-1-84076-623-3. Archived from the original on 15 February 2017. Retrieved 26 January 2017.
  34. Helm, R. R. (18 November 2015). "Meet Phylliroe: the sea slug that looks and swims like a fish". Deep Sea News. Archived from the original on 26 July 2019. Retrieved 26 July 2019.
  35. Ballance, Lisa (2016). "The Marine Environment as a Selective Force for Secondary Marine Forms" (PDF). UCSD. Archived (PDF) from the original on 2 February 2017. Retrieved 19 September 2019.
  36. Lento, G. M.; Hickson, R. E.; Chambers, G. K.; Penny, D. (1995). "Use of spectral analysis to test hypotheses on the origin of pinnipeds". Molecular Biology and Evolution. 12 (1): 28–52. doi: 10.1093/oxfordjournals.molbev.a040189 . PMID   7877495.
  37. Werdelin, L. (1986). "Comparison of Skull Shape in Marsupial and Placental Carnivores". Australian Journal of Zoology. 34 (2): 109–117. doi:10.1071/ZO9860109.
  38. Liu, Yang; Cotton, James A.; Shen, Bin; Han, Xiuqun; Rossiter, Stephen J.; Zhang, Shuyi (1 January 2010). "Convergent sequence evolution between echolocating bats and dolphins". Current Biology. 20 (2): R53–R54. doi: 10.1016/j.cub.2009.11.058 . PMID   20129036. S2CID   16117978.
  39. Lavoué, Sébastien; Miya, Masaki; Arnegard, Matthew E.; Sullivan, John P.; Hopkins, Carl D.; Nishida, Mutsumi (14 May 2012). "Comparable Ages for the Independent Origins of Electrogenesis in African and South American Weakly Electric Fishes". PLOS ONE. 7 (5): e36287. Bibcode:2012PLoSO...736287L. doi: 10.1371/journal.pone.0036287 . PMC   3351409 . PMID   22606250.
  40. Roberts, M.B.V. (1986). Biology: A Functional Approach. Nelson Thornes. p. 274. ISBN   978-0-17-448019-8. Archived from the original on 12 September 2016.
  41. Kozmik, Z; Ruzickova, J; Jonasova, K; Matsumoto, Y.; Vopalensky, P.; Kozmikova, I.; Strnad, H.; Kawamura, S.; Piatigorsky, J.; Paces, V.; Vlcek, C. (1 July 2008). "From the Cover: Assembly of the cnidarian camera-type eye from vertebrate-like components". Proceedings of the National Academy of Sciences. 105 (26): 8989–8993. Bibcode:2008PNAS..105.8989K. doi: 10.1073/pnas.0800388105 . PMC   2449352 . PMID   18577593.
  42. "Plant and Animal Evolution". University of Waikato. Archived from the original on 18 March 2017. Retrieved 10 January 2017.
  43. Ben-Hamo, Miriam; Muñoz-Garcia, Agustí; Larrain, Paloma; Pinshow, Berry; Korine, Carmi; Williams, Joseph B. (June 2016). "The cutaneous lipid composition of bat wing and tail membranes: a case of convergent evolution with birds". Proc. R. Soc. B. 283 (1833): 20160636. doi:10.1098/rspb.2016.0636. PMC   4936036 . PMID   27335420.
  44. Alexander, David E. (2015). On the Wing: Insects, Pterosaurs, Birds, Bats and the Evolution of Animal Flight. Oxford University Press. p. 28. ISBN   978-0-19-999679-7. Archived from the original on 14 February 2017. Retrieved 21 January 2017.
  45. "Analogy: Squirrels and Sugar Gliders". University of California Berkeley. Archived from the original on 27 January 2017. Retrieved 10 January 2017.
  46. Herrera, Carlos M. (1992). "Activity pattern and thermal biology of a day-flying hawkmoth (Macroglossum stellatarum) under Mediterranean summer conditions". Ecological Entomology. 17 (1): 52–56. Bibcode:1992EcoEn..17...52H. doi:10.1111/j.1365-2311.1992.tb01038.x. hdl: 10261/44693 . S2CID   85320151.
  47. Krenn, Harald W.; Plant, John D.; Szucsich, Nikolaus U. (2005). "Mouthparts of flower-visiting insects". Arthropod Structure & Development. 34 (1): 1–40. doi:10.1016/j.asd.2004.10.002.
  48. Bauder, Julia A.S.; Lieskonig, Nora R.; Krenn, Harald W. (2011). "The extremely long-tongued Neotropical butterfly Eurybia lycisca (Riodinidae): Proboscis morphology and flower handling". Arthropod Structure & Development. 40 (2): 122–7. doi:10.1016/j.asd.2010.11.002. PMC   3062012 . PMID   21115131.
  49. Wilhelmi, Andreas P.; Krenn, Harald W. (2012). "Elongated mouthparts of nectar-feeding Meloidae (Coleoptera)". Zoomorphology. 131 (4): 325–37. doi:10.1007/s00435-012-0162-3. S2CID   9194699.
  50. "When is a thumb a thumb?". Understanding Evolution. Archived from the original on 16 October 2015. Retrieved 14 August 2015.
  51. 1 2 3 4 5 Edwards, M.; et al. (2010). "Association of the OCA2 Polymorphism His615Arg with Melanin Content in East Asian Populations: Further Evidence of Convergent Evolution of Skin Pigmentation". PLOS Genetics. 6 (3): e1000867. doi: 10.1371/journal.pgen.1000867 . PMC   2832666 . PMID   20221248.
  52. Meyer, W. K.; et al. (2013). "The convergent evolution of blue iris pigmentation in primates took distinct molecular paths". American Journal of Physical Anthropology. 151 (3): 398–407. doi:10.1002/ajpa.22280. PMC   3746105 . PMID   23640739.
  53. 1 2 Poppenwimer, Tyler; Mayrose, Itay; DeMalach, Niv (December 2023). "Revising the global biogeography of annual and perennial plants". Nature. 624 (7990): 109–114. arXiv: 2304.13101 . Bibcode:2023Natur.624..109P. doi:10.1038/s41586-023-06644-x. ISSN   1476-4687. PMC   10830411 . PMID   37938778. S2CID   260332117.
  54. Friedman, Jannice (2 November 2020). "The Evolution of Annual and Perennial Plant Life Histories: Ecological Correlates and Genetic Mechanisms". Annual Review of Ecology, Evolution, and Systematics. 51 (1): 461–481. doi:10.1146/annurev-ecolsys-110218-024638. ISSN   1543-592X. S2CID   225237602.
  55. Hjertaas, Ane C.; Preston, Jill C.; Kainulainen, Kent; Humphreys, Aelys M.; Fjellheim, Siri (2023). "Convergent evolution of the annual life history syndrome from perennial ancestors". Frontiers in Plant Science. 13. doi: 10.3389/fpls.2022.1048656 . ISSN   1664-462X. PMC   9846227 . PMID   36684797.
  56. Boyko, James D.; Hagen, Eric R.; Beaulieu, Jeremy M.; Vasconcelos, Thais (November 2023). "The evolutionary responses of life-history strategies to climatic variability in flowering plants". New Phytologist. 240 (4): 1587–1600. doi: 10.1111/nph.18971 . ISSN   0028-646X. PMID   37194450.
  57. Williams, B. P.; Johnston, I. G.; Covshoff, S.; Hibberd, J. M. (September 2013). "Phenotypic landscape inference reveals multiple evolutionary paths to C4 photosynthesis". eLife. 2: e00961. doi: 10.7554/eLife.00961 . PMC   3786385 . PMID   24082995.
  58. Osborne, C. P.; Beerling, D. J. (2006). "Nature's green revolution: the remarkable evolutionary rise of C4 plants". Philosophical Transactions of the Royal Society B: Biological Sciences. 361 (1465): 173–194. doi:10.1098/rstb.2005.1737. PMC   1626541 . PMID   16553316.
  59. Sage, Rowan; Russell Monson (1999). "16". C4 Plant Biology. Elsevier. pp. 551–580. ISBN   978-0-12-614440-6.
  60. Zhu, X. G.; Long, S. P.; Ort, D. R. (2008). "What is the maximum efficiency with which photosynthesis can convert solar energy into biomass?". Current Opinion in Biotechnology. 19 (2): 153–159. doi:10.1016/j.copbio.2008.02.004. PMID   18374559. Archived from the original on 1 April 2019. Retrieved 29 December 2018.
  61. Sage, Rowan; Russell Monson (1999). "7". C4 Plant Biology. Elsevier. pp. 228–229. ISBN   978-0-12-614440-6.
  62. Kadereit, G.; Borsch, T.; Weising, K.; Freitag, H (2003). "Phylogeny of Amaranthaceae and Chenopodiaceae and the Evolution of C4 Photosynthesis". International Journal of Plant Sciences. 164 (6): 959–86. doi:10.1086/378649. S2CID   83564261.
  63. Ireland, Hilary, S.; et al. (2013). "Apple SEPALLATA1/2 -like genes control fruit flesh development and ripening". The Plant Journal. 73 (6): 1044–1056. doi: 10.1111/tpj.12094 . PMID   23236986.{{cite journal}}: CS1 maint: multiple names: authors list (link)
  64. Heuvelink, Ep (2005). Tomatoes. CABI. p. 72. ISBN   978-1-84593-149-0. Archived from the original on 1 April 2019. Retrieved 17 December 2016.
  65. Lorts, C.; Briggeman, T.; Sang, T. (2008). "Evolution of fruit types and seed dispersal: A phylogenetic and ecological snapshot" (PDF). Journal of Systematics and Evolution. 46 (3): 396–404. doi:10.3724/SP.J.1002.2008.08039 (inactive 31 January 2024). Archived from the original (PDF) on 18 July 2013.{{cite journal}}: CS1 maint: DOI inactive as of January 2024 (link)
  66. Lengyel, S.; Gove, A. D.; Latimer, A. M.; Majer, J. D.; Dunn, R. R. (2010). "Convergent evolution of seed dispersal by ants, and phylogeny and biogeography in flowering plants: a global survey". Perspectives in Plant Ecology, Evolution and Systematics. 12: 43–55. doi:10.1016/j.ppees.2009.08.001.
  67. Fukushima, K; Fang, X; et al. (2017). "Genome of the pitcher plant Cephalotus reveals genetic changes associated with carnivory". Nature Ecology & Evolution. 1 (3): 0059. Bibcode:2017NatEE...1...59F. doi: 10.1038/s41559-016-0059 . PMID   28812732.
  68. 1 2 3 Stayton, C. Tristan (2015). "The definition, recognition, and interpretation of convergent evolution, and two new measures for quantifying and assessing the significance of convergence". Evolution. 69 (8): 2140–2153. doi:10.1111/evo.12729. PMID   26177938. S2CID   3161530.
  69. Stayton, C. Tristan (2008). "Is convergence surprising? An examination of the frequency of convergence in simulated datasets". Journal of Theoretical Biology. 252 (1): 1–14. Bibcode:2008JThBi.252....1S. doi:10.1016/j.jtbi.2008.01.008. PMID   18321532.
  70. Muschick, Moritz; Indermaur, Adrian; Salzburger, Walter (2012). "Convergent Evolution within an Adaptive Radiation of Cichlid Fishes". Current Biology. 22 (24): 2362–2368. doi: 10.1016/j.cub.2012.10.048 . PMID   23159601.
  71. Arbuckle, Kevin; Bennett, Cheryl M.; Speed, Michael P. (July 2014). "A simple measure of the strength of convergent evolution". Methods in Ecology and Evolution. 5 (7): 685–693. Bibcode:2014MEcEv...5..685A. doi: 10.1111/2041-210X.12195 .
  72. Ingram, Travis; Mahler, D. Luke (1 May 2013). "SURFACE: detecting convergent evolution from comparative data by fitting Ornstein-Uhlenbeck models with stepwise Akaike Information Criterion". Methods in Ecology and Evolution. 4 (5): 416–425. Bibcode:2013MEcEv...4..416I. doi: 10.1111/2041-210X.12034 . S2CID   86382470.

Further reading