Itt írjon a(z) Croc_sex_determination-ról/ről

The Background and Evolutionary Advantages of Temperature-Dependent Sex Determination in Crocodilians

Daniel Thomas, Manav Padia, Sasha Wavre

ABSTRACT

Definition of Crocodilian: A large predatory semi-aquatic reptile that includes: crocodiles, alligators, caimans, and gharial. Crocodilians are distinguished by long jaws, short legs, and a powerful tail.

Along with crocodilian species, sex is dependent on temperature in the following species: sea turtles & some lizards

INTRODUCTION

For crocodilians sex determination is based on the temperature of the environment, at temperatures around 30 degrees celsius all the hatchlings will be female and temperatures around 34 degrees celsius all the hatchlings will be male. Temperatures in between will give varied ratios of males to females.

In general there are two different types of nests that crocodilians build. In the first one the eggs are laid into a holle in the ground, such as on beaches or river banks. Here the temperature is maintained relatively stable by the insolation provided by the surrounding materials.

The second type of nest is a mound that is built up using vegetation. The insulation provided by the vegetation is less than that of sand for example, but the heat is mainly generated by the rotting vegetation surrounding the eggs.

According to the charnov bull model the temperature based sex determination can enhance maternal fitness relative to genotypic sex determination.

There is a strong bias of females to males around the ratio of 10 females to 1 male, this is often found in reptiles that have temperature based sex determination.

One of the main causes of the temperature sex based determination is the enzyme aromatase.

This works on effects of temperature as enzymes are highly sensitive to temperatures. Each enzyme has an optimum temperature at which its functionality is most rapid

Other factors temperature affects includes: hatchling size, pigmentation patterns, post-hatching growth rates and thermoregulation of juvenile crocodilians

Females born at 30 degrees will have absorbed more abdominal yolk, this causes the female to grow faster and become larger than males in their early like. This leads to heavier females becoming sexually mature faster compared to lighter males and females

HISTORY OF THE DISCOVERY OF TEMPERATURE DEPENDENT SEX DETERMINATION

The first ever description of temperature dependent sex determination was done by Madeline Charnier at the university of Dakar in Senegal in 1966. She witnessed that different temperatures affected the ratios of the number of males and the number of females in a single batch of eggs of the rainbow agama lizard.

In 1974 some researchers establishes that there was an existence of genotypic sex determination among turtes, this result weakened the idea for temperature dependent sex determination in reptiles and in vertebraes. Bull and Eric Charnov proposed a model for the evolution of environmental sex determination in 1977, they suggested applying the model to plants and invertebrates and not to vertebraes. The Charnov bull model shows the conditions necessary under which the evolution of environmental sex determination occurs.

In 1979 Bull and Richard Vigt from the institute of national de pesquisas da amazonia in Brazil showed that temperature dependent sex determination existed in some reptile species. They carried out an experiment to investigate the theory on 5 species of turtles under controlled and natural field conditions. The results of this experiment found evidence of temperature dependent sex determination in four out of the five species this then confirmed that temperature dependent sex determination exists in some vertebraes. As of 2004 it is found to believe that seventy nine species of turtles show temperature dependent sex determination.

From then on scientists have worked in order to test and determine the range of temperatures in which the number of males and females are equal. Pieau and his colleagues focussed on finding the thermosensitive period or the time in which developmental changes took place of the sexual organs.

In the 1990s, David crews from the university of texas at austin discovered that some environmental pollutants causes sex altering effects in reptiles. Polychlorinated biphenyls are molecules with strictures similar to estrogen and hence this pollutants override the effects of temperature dependent sex determination.

DEVELOPMENTAL CYCLE OF A CROCODILIAN

Crocodilian eggs have an incubation period of around 65-90 days. The sex of the crocodillian is determined by the surrounding temperature. Temperatures below 30 degrees celsius produce all females, temperatures above 34 degrees celsius produce all males, and temperatures between 30 and 34 degrees will produce mixed results on the ratios of males and females. If the eggs are moved to warmer or cooler temperatures after the temperature sensitive period the sex of the crocodile will not be altered.

The temperatures sensitive period where the sex is determined is between seven and 21 days. The natural ratio of females to males is for every 1 male there are 5 females and this can be determined due to that fact that female eggs tend to weigh more than male eggs, this difference in weight may be an evolutionary advantage in that the females would reach sexual maturity faster and hence are able to breed again and reproduce more.

The basis of the temperature dependent sex determination is the aromatase enzyme.

EFFECT OF TEMPERATURE ON ENZYME ACTIVITY

Enzymes are biological catalysts that increase the rate of chemical reactions but are not used up in the reaction. Enzymes have an active site in which substrates can attach upon, one enzyme can be attached to one substrate.

Temperature affects the rate of enzyme activity, this is because at higher temperatures there are more collisions due to a higher kinetic energy, this gives the substrates a higher velocity and hence there are more successful collisions where the substrate binds onto the active site of the enzyme.

There is an optimum temperature in which enzymes work best at, some enzymes prefer higher temperatures where are some enzymes prefer cooler temperatures, these enzymes are adapted to where the organism lives, if an organism lives in the arctic the the enzymes are adapted to cooler temperatures and if the organism lives in a hotter climate then the enzyme is adapted to higher temperatures.(figure 1)

The catch is that enzymes have an optimal temperature but temperatures above this optimal temperature will slow down the rate of the reaction, this is due to the fact that above this optimal temperature enzymes start to denature and this means that the substrate can no longer fit onto the active site of the enzyme hence the enzyme is ineffective. Once an enzyme is denatured it can not go back to its original shape and form.

The mechanism of the denaturation is that enzymes are made up of a sequence of amino acids folded into a specific three dimensional structure, upon heating of the enzyme the molecules start to vibrate a lot and after a certain point of vibration is reached then the enzyme changes form and the confirmation of the active site changes. synthax: text describing image

Cooling an enzyme reduces the rate of the chemical reaction as there are less successful collisions per unit time hence only a few substrates attach onto the active sites per unit time. Freezing the enzymes will reduce the rate significantly, because enzymes are not rigid and the active site is able to mould to the substrate to a certain degree hence freezing will make the active site rigid and the substrate will not be able to attach to the active site.

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

WHAT IS AROMATASE AND WHAT DOES IT DO

This particular enzyme belongs to the much larger family of enzymes called Cytochrome P450. This general family of enzymes are monooxygenases which catalyse a wide variety of reactions. The one we will be talking about is the specific enzyme called Aromatase.

The Aromatase enzyme is found in various tissues around the body, these include; the gonads, brain and adipose tissue. It has other names which include oestrogen synthetase or oestrogen synthase. As the name suggests the enzyme is responsible for an important step in the synthesis of the hormone oestrogen. The function of the enzyme is to convert androgens into oestrogen. Androgens are a group of sex hormones which are produced during puberty and include testosterone which is the main one. Aromatase enzyme converts testosterone and G19 steroids into estradiol (a form of oestrogen).

Oestrogen is an essential hormone used to regulate sex differentation, the maturation of sexual organs and the sexual characteristics of a female organism. Its other significant role is within the menstrual cycle and enables pregnancies to occur. It carries out its role by binding to receptors on the surface of the cells. Oestrogen doesnt only affect sexual organs but has been linked to having effects on various other tissues and even the nervous system.

SEXUAL MATURATION OF MALES VS. FEMALES

The expression of the aromatase enzyme through transcription and translation of the specific gene called CYP19A1 will determine the relative concentrations of the enzyme present within certain tissue types as mentioned above. The expression will have effects not only on neuroendocrine events and reproduction but also synaptic plasticity and cell survival.

Theory papers that have been written about temperature dependent sex determination are majority based on a common assumption that crocodilian populations are female biased with regard to the adult population.

As stated previously the main advantage to using temperature dependent sex determination is that the females reach sexual maturity faster than their male counterparts. This in turn means that the females are able to reproduce sooner and allow survival of the species.

OTHER EFFECTS OF TEMPERATURE ON THE DEVELOPMENT OF CROCODILIANS

The effect of temperature on a hatching egg will affect aspects pre hatching and post hatching. Higher temperatures of incubation will lead to increased growth and development rates in the embryo. As a result of this the hatching time will also be decreased compared to eggs which have been incubated at lower temperatures. In general the males growth rate is much higher than the females’ if the two were incubated at the same temperature.

The mass of hatchlings is also affected by the temperature, higher temperatures will lead to lower birth weights compared to lower temperatures, along with this lower temperatures will have a much larger abdominal yolk present.

Pigmentation of the hatchlings is also heavily dependent on the temperature of incubation. Higher incubation (around 33 degrees) will cause more darker stripes to be formed compared to the cooler incubation (around 30 degrees). The patterns of males and females are also affected, in males the number of white stripes is increased along the entire body compared to the females.

Lastly the temperature preferences of the hatchlings is also determined by the temperature at which they were incubated at. Males which are produced at higher incubation temperatures often preferred the warmer areas

GLOBAL WARMING AND ITS POTENTIAL EFFECT ON SEX DETERMINATION

Since sex of crocodillians is not based on chromosomes but on temperature during incubation. The eggs incubation temperature is very sensitive, that even a 2 degree change in temperature can drastically change the sex ratio

Since warmer temperatures skew the sex ratio towards males, it will become increasingly harder to find mates. Hence, global warming proposes a major threat on the extinction of the species

TSD species would have to change their geographic regions or even transition to genetic sex determination (GSD) in order to prevail global warming,

However, there is also data that suggests that these species may be incapable of evolving fast enough to counteract the negative consequences of global warming effects. They however can serve as ideal indicators of its biological impact.

ADVANTANGES OF TEMPERATURE DEPENDENT SEX DETERMINATION

The main evolutionary significance of temperature dependent sex determination (TSD) is still unknown. However, certain advantages to species that posses it is sexual dimorphism. TSD Maximizes fitness in the individual, since the embryo develops into the sex-best suited to theincubation conditions at the time.

Eggs withholding females crocodilians typically tend to be heavier since they absorb more abdominal yolk. This extra energy preserved helps females to grow larger than males in their early years of life.

Female crocodillians also reach sexual maturity faster than males. Which benefits the species as they can start to reproduce sooner.

CONCLUSION

In conclusion temperature has a major role in the sex determination of crocodilians and the ratio of males vs females that are hatched, if the temperature is above 34 degrees celsius all males will be produced and if its below 30 degrees celsius all females will be produced. The main cause of this is the enzymatic effect of aromatase which is responsible for the production of the sex hormone oestrogen. The effect of global warming can potentially change the ratio of males and females hatched. The evolutionary advantage is that females reach sexual maturation faster and hence are able to reproduce.

REFERENCES

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