Gard Model
   HOME

TheInfoList



OR:

In
evolutionary biology Evolutionary biology is the subfield of biology that studies the evolutionary processes such as natural selection, common descent, and speciation that produced the diversity of life on Earth. In the 1930s, the discipline of evolutionary biolo ...
, the GARD (Graded
Autocatalysis In chemistry, a chemical reaction is said to be autocatalytic if one of the reaction products is also a catalyst for the same reaction. Many forms of autocatalysis are recognized.Steinfeld J.I., Francisco J.S. and Hase W.L. ''Chemical Kinetics and ...
Replication Domain) model is a general kinetic model for homeostatic-growth and fission of compositional-assemblies, with specific application towards
lipid Lipids are a broad group of organic compounds which include fats, waxes, sterols, fat-soluble vitamins (such as vitamins A, D, E and K), monoglycerides, diglycerides, phospholipids, and others. The functions of lipids include storing ...
s. In the context of
abiogenesis Abiogenesis is the natural process by which life arises from non-living matter, such as simple organic compounds. The prevailing scientific hypothesis is that the transition from non-living to living entities on Earth was not a single even ...
, the lipid-world suggests assemblies of simple molecules, such as
lipids Lipids are a broad group of organic compounds which include fats, waxes, sterols, fat-soluble vitamins (such as vitamins Vitamin A, A, Vitamin D, D, Vitamin E, E and Vitamin K, K), monoglycerides, diglycerides, phospholipids, and others. The fu ...
, can store and propagate information, and thus undergo
evolution Evolution is the change in the heritable Phenotypic trait, characteristics of biological populations over successive generations. It occurs when evolutionary processes such as natural selection and genetic drift act on genetic variation, re ...
. These 'compositional assemblies' have been suggested to play a role in the origin of life. The idea is the information being transferred throughout the generations is '' compositional information '' – the different types and quantities of molecules within an assembly. This is different from the information encoded in
RNA Ribonucleic acid (RNA) is a polymeric molecule that is essential for most biological functions, either by performing the function itself (non-coding RNA) or by forming a template for the production of proteins (messenger RNA). RNA and deoxyrib ...
or
DNA Deoxyribonucleic acid (; DNA) is a polymer composed of two polynucleotide chains that coil around each other to form a double helix. The polymer carries genetic instructions for the development, functioning, growth and reproduction of al ...
, which is the specific sequence of bases in such molecule. Thus, the model is viewed as an alternative or an ancestor to the RNA world hypothesis.


The model

The composition vector of an assembly is written as: v=n_1\cdots n_. Where n_1\cdots n_ are the molecular counts of lipid type ''i'' within the assembly, and NG is how many different lipid types exist (''repertoire size''). The change in the count of molecule type ''i'' is described by: : \frac = (k_f \rho_i N-k_b n_i) \left(1+\sum_^\beta_ \frac\right) k_f and k_b are the basal forward (joining) and backward (leaving) rate constants, ''β''''ij'' is a non-negative rate enhancement exerted by molecule type ''j'' within the assembly on type ''i'' from the environment, and ρ is the environmental concentration of each molecule type. ''β'' is viewed as a directed, weighted, complex network. The assembly current size is N=\sum_^n_i. The system is kept away from equilibrium by imposing a fission action once the assembly reaches a maximal size, Nmax, usually in the order of NG. This splitting action produces two progeny of same size, and one of which is grown again. The model is subjected to a
Monte Carlo algorithm In computing, a Monte Carlo algorithm is a randomized algorithm whose output may be incorrect with a certain (typically small) probability. Two examples of such algorithms are the Karger–Stein algorithm and the Monte Carlo algorithm for mini ...
based simulations, using
Gillespie algorithm In probability theory, the Gillespie algorithm (or the Doob–Gillespie algorithm or stochastic simulation algorithm, the SSA) generates a statistically correct trajectory (possible solution) of a stochastic equation system for which the reaction r ...
.


Selection

In 2010, Eors Szathmary and collaborators chose GARD as an archetypal metabolism-first realization. They introduced into the model a selection coefficient which increases or decreases the growth rate of assemblies depending on how similar or dissimilar they are to a given target. They found that the ranking of the assemblies is unaffected by the selection pressure and concluded that GARD does not exhibit Darwinian evolution. In 2012,
Doron Lancet Doron Lancet () is an Israeli human geneticist. He is the Ralph D. and Lois R. Silver Professor of Human Genomics and head of the Crown Human Genome Center at the Weizmann Institute of Science. He is known for researching the genetic basis of olfa ...
and Omer Markovitch disputed this. Two major drawbacks of the 2010 paper were: (1) the authors focused on a general assembly and not on a composome or compotype (faithfully replicating and
quasispecies The quasispecies model is a description of the process of the Darwinian evolution of certain self-replicating entities within the framework of physical chemistry. A quasispecies is a large group or "cloud" of related genotypes that exist in an env ...
, respectively); (2) they performed only a single, random simulation to test the selectability.


Quasispecies

The
quasispecies model The quasispecies model is a description of the process of the Darwinian evolution of certain self-replicating entities within the framework of physical chemistry. A quasispecies is a large group or "cloud" of related genotypes that exist in an env ...
describes a population of replicators that replicate with relatively high mutations. Due to mutations and back mutations the population eventually centres around a master-replicator (master sequence). GARD's populations were shown to form a quasispecies around a master-compotype and to exhibit an
error catastrophe Error catastrophe refers to the cumulative loss of genetic information in a lineage of organisms due to high mutation rates. The mutation rate above which error catastrophe occurs is called the error threshold. Both terms were coined by Manfred ...
, similarly to classical quasispecies such as RNA viruses.


See also

*
Abiogenesis Abiogenesis is the natural process by which life arises from non-living matter, such as simple organic compounds. The prevailing scientific hypothesis is that the transition from non-living to living entities on Earth was not a single even ...
*
Protocell A protocell (or protobiont) is a self-organized, endogenously ordered, spherical collection of lipids proposed as a rudimentary precursor to cells during the origin of life. A central question in evolution is how simple protocells first arose a ...


References


External links

*GARD10 MATLAB code (see Markovitch and Lancet, 2012): https://github.com/ModelingOriginsofLife/GARD *Doron Lance
homepage
at
Weizmann Institute of Science The Weizmann Institute of Science ( ''Machon Weizmann LeMada'') is a Public university, public research university in Rehovot, Israel, established in 1934, fourteen years before the State of Israel was founded. Unlike other List of Israeli uni ...
, who is the inventor of GARD. *Origin of life
OOL
{{Webarchive, url=https://web.archive.org/web/20070710121329/http://ool.weizmann.ac.il/ , date=2007-07-10 ) at the Weizmann Institute. Evolutionary biology Origin of life Stochastic simulation