Lab 2
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Electrical Engineering
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Feb 20, 2024
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Ying-Quinn Liu
ANT 001 Human Evolutionary Biology
Week 2 Lab
1. Start off with the following settings for this simulation:
a. Natural selection = off (unchecked). This means that only drift is at work.
b. Carrying capacity = a “very-low”. This means the environment can only sustain a small
population of E-coli.
c. Number of types = 8. This means there are 8 different variants of E-coli (colors)
d. Max initial population = 16. This means that on average there will be 2 individuals of each
color variant.
e. This is a fairly slow simulation so I recommend setting the model speed to it’s maximum.
2. Does drift produce the same result in different lineages?
a. Click “go” to run the simulation.
b. How many time steps does it take for at least 1 variant to go extinct? Which color
variant went extinct first? (Check out bottom left graph. Note: you can click the name of
the color to toggle between it being graphed or not).
c. After about 5k timesteps pause the simulation by clicking “go”. How many variants
have gone extinct? Which variant is most common? (Hover over the lines in the bottom
graph to see the name of the color)
Run
# Colors extinct at 5k
timesteps
Most common color
1
3
Cyan
d. Run the simulation a couple more times from scratch with the same settings by
pressing “setup.” Note which color goes extinct and which becomes more common each
time. Is it the same each time? Why or why not?
It is not the same each time because it is up
to chance.
Run
First
extinct color
Most common color
2
Orange
Yellow
Run
Time to extinction
First
extinct color
1
93
Magenta
3
Orange
Cyan
e. What does this tell us about the effect of drift on variation within and between groups?
(Hint: we can think of each simulation we run with the same settings as representing
different groups of E-coli.)
Within a group, variation always decreases due to genetic drift. genetic drift tends to decrease
genetic diversity within individual groups (simulations) of E. coli over time. However, it doesn't
address the variation between different groups or populations, as genetic drift is a random
process, and outcomes can vary.
3. How can we reduce the strength of drift?
a. How do you think you can change 1 parameter setting in the model to reduce the
strength of drift? Why?
To reduce the strength of genetic drift in your model, you should increase the population size
parameter. This change should result in a more stable genetic diversity within the population
and less drastic changes in allele frequencies due to random chance events.
b. Run the experiment to test your prediction. That is, change the parameter and see if the
extinctions are less severe (e.g., time to first extinction is longer, fewer variants have gone
extinct at 5k timesteps). You may want to run the study several times to check.
c. Are your predictions supported? Why or why not?
Yes, it is taking a very long time for a type of bacteria to go extinct. When there was a smaller
population, it only took 93 time steps for one type to fo extinct. Now that there is a larger
population, it will take many more time steps.
DRIFT AND NATURAL SELECTION EXPERIMENTS
4. Now let’s turn on natural selection (check the box)
a. Set the selective advantage to 1.
b. Make sure the brown E-coli have the selective advantage and that you can see them on your
screen once you click setup. The variants with the selective advantage can eat sugar more
efficiently and are outlined on the visual space with a blue halo.
c. Set number of types = 4
d. Max initial population = to maximum (40)
e. Carrying capacity = very high
5. Run the simulation to about 5k timesteps about 4 times and compare with your neighbors.
a. What fraction of the time did the brown E-coli become the most common one?
Most common color: Orange brown red brown
2/4= 1/2= 0.5
b. Change the selective advantage to .2 and run a couple times to 5k timesteps.
c. Compare how often the brown E-coli becomes the most popular one.
Most common color: Red yellow orange brown
1/4= 0.25
d. What can you conclude about the extent to which natural selection and drift play a role
in evolution?
The roles of natural selection and genetic drift in evolution are both significant, but they operate
in different ways. Natural selection is thel driving force of evolution, favoring traits that provide
survival advantages and leading to the adaptation of populations to their environments. It is a
non-random process that results in the accumulation of adaptive traits. On the other hand,
genetic drift is a random process that can lead to changes in allele frequencies within
populations due to chance events. It is more pronounced in smaller populations and can lead to
the random fixation or loss of alleles, reducing genetic diversity.
1.
Natural Selection
Predictive Claim: The breakdown of the water treatment system leading to fecal contamination
in a community already infected with E. coli increases the force of natural selection.
Evidence: Natural selection operates by favoring traits that enhance an organism's fitness in a
specific environment. In this case, the environment consists of the human gut, and certain E.
coli variants may be better suited for survival and replication in this environment.
Explanation: The increased exposure to new E. coli strains due to the contaminated water
source subjects them to selective pressures within each individual's gut. Over time, natural
selection may favor E. coli variants that are better adapted to thrive in the human gut
environment. This could result in a decrease in genetic variation within populations,within each
individual human, as these advantageous variants become dominant.
2.
Migration
Predictive Claim: The introduction of E. coli infections to a neighboring community through
contaminated runoff increases the force of migration.
Evidence: Migration occurs when individuals from different populations intermingle, leading to
the mixing of genetic variants. In this scenario, new individuals from the neighboring community
are exposed to E. coli from the contaminated water source.
Explanation: Migration can increase genetic variation within populations of each human as new
genetic variants are introduced through infection. Between populations, it can lead to a mixing of
genetic diversity as E. coli strains from different sources intermingle. However, this mixing may
not completely homogenize the populations, as selective pressures within each human's gut
may still act to maintain some distinct genetic characteristics.
3.
Mutatiom
Predictive Claim: The use of a humanitarian shipment of antibiotics increases the force of
mutation on E. coli.
Evidence: Antibiotics exert selective pressures on bacteria, often leading to mutations of
resistance. These mutations are a source of genetic variation.
Explanation: The use of antibiotics will select for antibiotic-resistant E. coli variants within each
individual. This can increase genetic variation within certain populations as new resistant
variants emerge. However, the overall genetic diversity between everyone may not change
significantly unless resistant strains are transmitted and establish in new individuals.
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4.
Genetic Drift:
Predictive Claim: Genetic drift is a continuous evolutionary force acting on E. coli populations.
Evidence: Genetic drift acts on E. coli populations due to random selection of alleles, and its
influence is ongoing within populations of E. coli residing in different human hosts.
Explanation: Genetic drift is a random process that can lead to allele frequency changes over
time due to chance events. It operates continuously in all populations, influencing genetic
variation within and between populations. In smaller populations or isolated groups of
individuals, genetic drift may have a more pronounced impact, potentially leading to greater
divergence in E. coli populations between different humans. In larger populations, its effect may
be less significant, but it still contributes to ongoing genetic changes. Genetic drift is a constant
force that can operate alongside other evolutionary mechanisms.
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