Antibiotic Resistance
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Biology
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Feb 20, 2024
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Antibiotic Resistance
A study in natural selection
Connections
●
The microbiology lab techniques you learn in this lab will be important for future coursework and possibly for working in research labs on campus.
●
You have likely heard about medical problems caused by the evolution of antibiotic resistant bacteria, such as methicillin-resistant Staphylococcus aureus
(MRSA). The same evolutionary forces at work in this experiment are responsible for the development of antibiotic resistance in medical contexts.
●
This activity relates to the Microbial Evolution research area in our foundations lab courses.
Goals/Skills
After completing this lab activity you will:
●
Understand general sterile technique and common sources of contamination in a lab setting.
●
Be able to count bacterial colonies on an agar plate and estimate cell population size by dilution plating.
●
Be able to streak a plate to obtain single bacterial colonies.
●
Be able to describe how natural selection acts on existing variation in a population.
Make your own copy of this document
Remember to make a copy of this document (File>Make a copy), or download a copy (File>Download) to use as your working document. 1
Introduction
Natural selection occurs when there is a heritable phenotypic variation within a population, and when having a certain phenotype confers a fitness advantage. Since organisms with the selected phenotype will go on to produce more offspring, over many generations the frequency of the genetic variant responsible for the phenotype will increase in the population. In this lab, we will see if a selective environment will cause a change in the frequency of a phenotype in the bacterium Escherichia coli
(
E. coli
). The selective environment will be bacterial
media with antibiotics in it. The phenotype in question is antibiotic resistance (i.e., the ability to survive and reproduce when there is antibiotic present in the media). E. coli
is a bacterium that naturally occurs in the intestinal tract of mammals. You will notice, in the experiment details below, that we incubate E. coli
at 37°C when we work with it in the lab. 37°C is 98.6°F (human body temperature). This is the optimal temperature for E. coli
, and the temperature at which they reproduce the fastest. The antibiotic rifampicin is toxic to E. coli
because it inhibits RNA synthesis by binding to RNA polymerase and preventing the production of new proteins required for metabolism and growth. Although rifampicin is toxic to E. coli
, mutations can occur that enable E. coli
to overcome or avoid the toxic effects of the antibiotic.
Microbiology techniques
In addition to studying natural selection with our rifampicin experiment, you will also learn some important microbiology lab techniques. In this lab activity you will learn how to keep your bench space, lab equipment, and tools sterile in order to prevent contamination of your bacterial cultures while you work (and to prevent your cultures from contaminating surfaces in the lab!). You will also learn some common techniques we use to inoculate bacterial cultures, determine whether a culture is diverse or homogenous, isolate individual colonies of bacteria to work with, and figure out the population density in a liquid culture (how many cells/ml in a culture). These microbiology techniques will be important for future coursework, and are common ones you will come across in many research labs at the university.
Overview of the experiment
In the first part of this experiment, we will determine if there is existing variability in our E. coli
culture, upon which natural selection can act. In other words, we want to find out whether or not there are rifampicin-resistant mutants already present in the population of mostly antibiotic-
sensitive E. coli
. You will also prepare experimental subcultures of your E. coli
culture and see 2
what the effects of selective pressure are on the population. You will grow one subculture in standard nutrient medium, and another in medium that has rifampicin in it.
3
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Day 1: Microbiology Skills & Starting the Experiment Sterile technique
Microorganisms are everywhere. They are in the air, water, and virtually all surfaces around you. They are also all over you! To study a particular sample of a microorganism, we need to be
sure that we have a culture containing only the intended microorganism. In order to do this, we need to use sterile equipment and techniques that prevent unwanted organisms from entering our cultures. Note that sterile technique also prevents the accidental release of the microorganisms you are working with. You won’t work with pathogenic microorganisms in the foundations labs, but it’s possible that in the future you will work with something that poses a health risk. Good sterile technique prevents contamination from going both ways (i.e., from contaminating your lab work and preventing people in the lab from getting exposed to the organism you’re working with).
The basic principles of sterile technique are to work quickly and to avoid contamination of your sample from the air or any surfaces/instruments that your sample might come in contact with. Never touch anything sterile with your hands, and avoid breathing directly onto sterile items. Items such as inoculating loops, petri dishes, pipette tips, microfuge tubes, and any glassware used should all be sterilized prior to use. Your lab instructor can show you the autoclave tape that indicates whether or not an item has been sterilized in the autoclave. Also, remember that any item exposed to the air is at risk of contamination. Anything with a lid (test tubes, pipette tip boxes, petri dishes, etc.) should be kept closed except for the brief moment when you need to remove the lid to do your work. Streaking for single colonies
When working with bacteria cultures, it is often desirable to obtain single, isolated colonies on a media plate. This can help you separate species from a mixed culture, and is also a way to start
a culture of genetically identical cells. Each individual colony comes from one individual cell; therefore a colony is made up of individuals that are genetically identical to each other. In this lab, you will practice the skill of streaking a plate for single colonies (often referred to as “streak plating”). This streak plate will not be part of the antibiotic resistance experiment, but it will help you practice an important microbiology lab skill. Before you get a media plate and begin streaking the E. coli
, follow the steps below to practice your streaking plan.
4
1.
This diagram shows an agar media plate divided
into 3 sections. Draw a similar diagram on a piece
of paper or on the whiteboard in the lab. 2.
On the diagram, draw a small dot or circle in sector
1, to indicate where you will initially spread the
bacteria onto the plate with your inoculating loop.
3.
Draw your streak pattern in the first sector by
making a tight zigzag line that begins at the dot
from the previous step and fills most of the sector.
The lines in your zigzag should not touch each
other.
4.
Start your zigzag streak for the second section by
crossing your zigzag in the first section and then
streaking into the second section. Continue your
zigzag in the second section.
5.
Finally, cross your zigzag in section 2 and continue it into section 3, completing the zigzag in the third section.
Procedure for streaking a plate for single colonies
You will work with a lab partner on the antibiotic resistance experiment. However, it is important for every person to demonstrate that they can get single colonies on a plate. 1.
Swab your bench with 70% ethanol, and allow it to dry. 70% ethanol is flammable! Do not spray ethanol on your bench in the presence of an open flame. Be aware of what students next to you and on the other side of the bench are doing (they may already have their Bunsen burner lit). 2.
Obtain an LB media plate. On the bottom of the plate, not the lid, write your name or initials, the date, and your lab section number. 3.
Get an E. coli
stock plate from your lab instructor.
4.
It is common practice to also label a plate with the bacteria’s strain number. Look at the stock plate - if the strain number is there you can add that information to the label on your own plate.
5.
It is recommended that you draw lines on the bottom
of the plate to designate the three sectors, as shown
in the diagram above.
6.
Check your Bunsen burner: Make sure the needle
valve on the bottom is not closed all the way, and
make sure the collar is not completely open. Light
your Bunsen burner, and adjust the flame so it is low
and blue. 7.
Flame your wire loop, starting at the end closest to
the handle and working your way to the loop end.
Each section should turn orange before you move to
5
the next area. Wait about 5 seconds for the loop to cool. You can touch the wire loop to the agar in the plate (near the edge of the plate) to ensure that your loop is cool enough before you pick up a colony.
8.
Pick a single colony off the stock plate, and spot the bacteria onto sector 1 of your plate. Be careful to put the lids back on both plates quickly after you use them.
9.
Flame the loop again, and let it cool briefly. Start at the spot of bacteria you put on the plate, and streak through sector 1.
10. Flame the loop again, and let it cool briefly. Streak some cells from your sector 1 zigzag into sector 2, and continue your streak through sector 2.
11. Flame the loop again, and let it cool briefly. Streak some cells from the sector 2 zigzag into sector 3, and continue your streak through sector 3.
12. Flame the loop again before setting it down.
13. Turn off the gas valve to your Bunsen burner.
14. Bring your streaked plate to your lab instructor, or place it on the designated tray. Make sure your plate is upside down (agar side up, lid side down), in preparation for incubation. These plates will be incubated at 37°C until the next lab period (48 hours). 15. Swab your bench with 70% ethanol again, and allow it to dry. Inoculating experimental subcultures
Here, you will use the original E. coli
stock culture to inoculate two new cultures - one with regular LB liquid media and one with LB media that includes rifampicin. The media with rifampicin is now a selective environment. Any individuals with a rifampicin-resistant phenotype will be at a huge advantage in this culture. It is always good microbiological technique to prepare subcultures before you start doing other procedures with your stock cultures. 1.
Obtain two 50 ml glass test tubes that contain 5 ml of liquid LB media each. Use a sharpie to label these with you and your partner’s initials or names, the date, and your lab section number. 2.
Label one tube LB, and one tube LB+rif (this is the tube that will have rifampicin added to the media).
3.
For the LB+rif tube, calculate how much rifampicin to add. ○
The rifampicin stock available in the lab is 50 mg/ml. You’ll need to add the correct volume of this stock to give a final concentration of 50 μg/ml in your culture tube. ○
Do a C
1
V
1
=C
2
V
2
calculation to figure out how much rifampicin stock you’ll need. Remember that your tube contains 5 ml of media.
○
Check the result of your calculation with a few other people in the room, and/or your lab instructor, to be sure you have the right volume before you add it to your
tube.
4.
Re-light your Bunsen burner, and adjust it to a blue flame. When working with bacteria cultures, we generally keep a Bunsen burner going on our bench in order to help create a sterile field. The lit burner creates an updraft of air, which draws contaminants in the 6
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air up and away from the bench space. This helps prevent bacteria, mold spores, and other microbes in the environment from landing on your work. 5.
Once you’re confident about the amount of antibiotic to add to the LB+rif tube, add that and briefly vortex mix the tube.
6.
Obtain a tube of E. coli
stock culture from your lab instructor. This will be the inoculum for your test tube cultures.
7.
Using proper sterile technique, add 100 μl of the stock culture to each of your tubes.
8.
If you’re going to move onto dilution plating fairly soon, you can leave your Bunsen burner lit. If you’re going to take a break you should turn off the gas valve now.
9.
Place your tubes in the 37°C shaking incubator. These tubes will incubate for ~48 hours,
until the next lab period. Dilution plating, round 1
This set of plates will show you what is present in your initial cell population at the beginning of the experiment. Is there diversity in this culture, with respect to the ability to withstand rifampicin? When plating samples for counting, the goal is to obtain plates with a reasonable number of colonies to count accurately, and with enough colonies to give meaningful data. At the low end of this range, we aim to get at least 30 colonies. At the high end of this range, we want plates that have a number of colonies that can be reasonably counted (i.e., the colonies aren’t overlapping each other so much that they cannot be accurately counted, which can happen when you have several hundred colonies on a plate). Because cultures can vary substantially in density, the optimal dilution for obtaining a good number of colonies won’t be the
same for all cultures. This is why you will plate out a few different dilutions of the E. coli
stock culture in order to cover the range of dilutions that are most likely to yield a countable and useful
number of colonies. 1.
Light your Bunsen burner, if it’s not already lit from inoculating your subculture tubes.
2.
Using good sterile technique, do a serial dilution from the E. coli
stock culture (not from the subcultures you just prepared, but from the original tube of E. coli
culture you were given today). Use the diagram below as a reference for which dilutions to make.
○
Use liquid LB media as the diluent. ○
Note that most steps are 1:10 dilutions here, but one step is a 1:100 dilution.
○
Be sure to vortex each tube as you go!
7
3.
You will make 2 sets of dilution plates, both from the serial dilution you just made. One set will be on plates with LB media, and the other set will be on LB+rifampicin plates. Obtain the plates you’ll need, according to the list below. Label each plate with the type of media (LB or LB+rif), your name/initials, today’s date, and the dilution you will plate. It is important to note that you are only going to plate 1/10 of the volume in each of your serial dilution tubes (that’s 100 μl out of the total 1000 μl in each tube). This is an additional 1:10 dilution. We’ll therefore refer to the final dilution on each plate as the “total effective dilution”. This total effective dilution is the number you’ll need when you do your calculations later. When you label your plates, make sure it’s clear whether you’re writing down the dilution you plated or the total effective dilution (or write both down).
○
Dilutions to plate on LB plates:
■
10
-5
(10
-6
total effective dilution)
■
10
-6
(10
-7
total effective dilution)
■
10
-7
(10
-8
total effective dilution)
○
Dilutions to plate on LB+rifampicin plates (50 μg/ml rifampicin) :
■
Undiluted E. coli
culture (10
-1
total effective dilution)
■
10
-1
(10
-2
total effective dilution)
■
10
-2
(10
-3
total effective dilution
■
10
-3
(10
-4
total effective dilution)
4.
Make sure you have a glass media spreader, a jar of 95% alcohol, and a lid for the jar. Set the glass media spreader in the jar of alcohol and keep the lid nearby in case you accidentally light the alcohol in the jar on fire (if that happens, put the lid on the jar to extinguish the flame).
8
5.
To plate the 10
-5
dilution: Pipette 100 μl from the tube onto the center of the appropriately labeled media plate. 6.
Pick up the glass spreader from the jar of alcohol, and allow the excess alcohol to drip off for a moment (into the jar). Briefly put the spreader into the flame of the Bunsen burner to set the remaining alcohol on fire. The alcohol sterilizes the glass spreader, and
the flame removes the alcohol so the spreader is ready to use (once cool).
7.
After the alcohol burns off of the spreader, let it cool for a few seconds. Do not wave it around or put it down on the bench while it is cooling. You can touch the spreader to the media near the edges of your plate briefly to cool it off a bit faster, just make sure the hot
glass doesn’t touch the puddle of culture you pipetted onto your plate. 8.
When the spreader has cooled off, use it to spread the small puddle of liquid around the plate, doing your best to cover the entire surface. Close the lid of the plate as quickly as possible.
9.
Return the glass spreader to the alcohol jar until you are ready to use it again.
10. Repeat the above steps for the other dilutions you are plating.
11. When you’re done with the glass spreader, flame the alcohol off of it one more time. After that, you can set it down on the bench.
12. Put the cap back on the alcohol jar.
13. Turn off the gas valve to your Bunsen burner.
14. Bundle your plates together with rubber bands and give them to your lab instructor or place them on the designated tray. The plates will be incubated at 37°C until the next lab
period.
Today in lab, you dilution plated from the original E. coli
culture. The results of these plates will show us if there is existing variability in the population (i.e., if some individuals happen to be resistant to rifampicin due to genetic mutations). You also set up two new cultures - one in LB and one in LB+rifampicin. What is the purpose of the LB-only culture? This culture acts as an experimental control alongside your LB+rifampicin culture. You’ll compare the outcomes of these two cultures to each other, in terms of the portion of the population that is resistant to rifampicin. Day 2: Continuing the Experiment
Checking on your streak plates
With your lab instructor, look at your incubated streak plate. Do you have single, isolated colonies that are not touching other colonies? If you did, nice work! If you did not get single colonies, don’t be discouraged. This is a skill that takes some practice. Even people with lots of lab experience occasionally get a plate with too much growth on it. Spend some time looking at your plate with your lab instructor to try to determine why you didn’t get single colonies, and then get a new LB plate and try again. Remember to label your plate with all the important 9
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information. You can borrow a streak plate from someone else in the lab who got single colonies
(once they’re done looking at it). This plate can serve as your stock plate to pick a colony off of.
`
Results of dilution plating, round 1
1.
Count the number of colonies on each of your LB plates, and enter those numbers in Table 1. If a plate has several hundred colonies, you may want to divide the plate into sections to help you keep track. You can count each section and add them up to find the
total, or you could count one section and multiply to get an estimate of the total number of colonies on the plate (consider the fact that you now have an estimate rather than an actual colony count, though).
2.
Count the colonies on each of your LB+rifampicin plates, and enter those numbers in Table 2. Table 1. Results of first round of dilution plating, LB media plates.
Dilution you plated
Total effective dilution
Number of colonies
10
-5
10
-6
10
-6
10
-7
10
-7
10
-8
Table 2. Results of first round of dilution plating, LB+rifampicin media plates.
Dilution you plated
Total effective dilution
Number of colonies
Undiluted culture
10
-1
10
-1
10
-2
10
-2
10
-3
10
-3
10
-4
10
Liquid cultures - making observations
Bring your two test tube cultures (LB and LB+rifampicin) to your bench to make observations. Use the space below to write down your observations. Is the media relatively cloudy, or is it clear? Do the cultures in the two tubes look similar to each other, or different?
Dilution plating, round 2
You will now make sets of dilution plates from each of your test tube cultures. The protocol here is the same as the one you followed on day 1, so look at the day 1 instructions for more specific instructions if you’re unsure about a certain step.
1.
Light your Bunsen burner and adjust to a blue flame.
2.
From each of your 2 test tube cultures (LB and LB+rifampicin), make the same serial dilution that you did on day 1 (refer to the serial dilution diagram in the day 1 protocol). ○
Be sure to label your serial dilution sets in a way that you know which one is which.
○
Remember to vortex each tube, including your glass test tube culture, as you work on the serial dilution. 3.
Get the LB and LB+rifampicin media plates you need in order to make the dilution plate sets listed below. Remember that the goal is to get plates with more than 30 colonies, but not so many that it’s impossible to count accurately. It’s reasonable to predict that the colony grown in regular LB will have results similar to your first round of dilution plates, so you’ll plate the same concentrations as last time from your LB culture. For the culture grown in LB+rifampicin, we don’t know how many colonies might grow on the antibiotic plates. We will therefore plate a wider range of dilutions from that test tube culture.
○
From the LB test tube culture:
■
Dilutions to plate on LB plates:
●
10
-5
(10
-6
total effective dilution)
●
10
-6
(10
-7
total effective dilution)
●
10
-7
(10
-8
total effective dilution)
■
Dilutions to plate on LB+rifampicin plates (50 μg/ml rifampicin) :
●
Undiluted E. coli
culture (10
-1
total effective dilution)
●
10
-1
(10
-2
total effective dilution)
●
10
-2
(10
-3
total effective dilution
●
10
-3
(10
-4
total effective dilution)
○
From the LB+rifampicin test tube culture:
■
Dilutions to plate on LB plates:
●
10
-5
(10
-6
total effective dilution)
●
10
-6
(10
-7
total effective dilution)
11
●
10
-7
(10
-8
total effective dilution)
■
Dilutions to plate on LB+rifampicin plates (50 μg/ml rifampicin) :
●
Obtain 5 LB+rifampicin plates, and choose which dilutions you want to plate. ●
Write down which 5 dilutions you’ll plate, and your reasoning for picking these dilutions (this will be one of the post-lab questions).
4.
Make sure you’ve labeled your plates so you know which sets are for the LB culture and which sets are for the LB+rifampicin culture. Work methodically so you don’t get the various sets of plates mixed up.
5.
Swab your bench with 70% ethanol and allow it to dry. Remember to look around you and see if there are any lit Bunsen burners nearby. 6.
Light your Bunsen burner and set it to a low blue flame. Get your glass spreader and jar of 95% alcohol ready.
7.
Plate 100 μl of each dilution onto the appropriate plate, and use the sterilized glass spreader to move the liquid around and cover the entire surface of the plate. 8.
Turn the gas valve to your Bunsen burner off.
9.
Bundle your plates with rubber bands and give them to your lab instructor or place them on the designated tray. They will be incubated at 37°C for ~48 hours, then moved to 4°C
until the next lab period.
Natural selection discussion
With your lab partner, use a large sheet of chart paper to create a drawing or flow chart showing
how rifampicin-resistant E. coli
would become more common, over time, in the E. coli
population
in the LB+rifampicin culture tube. You may want to refer back to the Introduction section
of this document. Along with your drawings, include these terms: ●
fitness advantage
●
mutations
●
selective pressure
●
frequency
Your lab instructor will tell you when to put your large chart paper up on the board. Until that time, don’t post your paper. After the class discussion, take a photo of your flow chart. You will need to turn this in as part of your post-lab assignment.
12
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Day 3: Collecting & Analyzing Results
Checking on your streak plates (if applicable)
If you repeated the streak-plating protocol during the last lab, check on your plate to see if you’ve obtained single colonies or not. Consult with your lab instructor.
Results of dilution plating, round 2
Like your first round of dilution plates, count the number of colonies on each plate. Enter the data into the appropriate rows on Tables 3-6.
Table 3. Results of second round of dilution plating, culture grown in LB, colonies on LB plates.
Dilution you plated
Total effective dilution
Number of colonies
10
-5
10
-6
10
-6
10
-7
10
-7
10
-8
Table 4. Results of second round of dilution plating, culture grown in LB, colonies on LB+rifampicin plates.
Dilution you plated
Total effective dilution
Number of colonies
Undiluted culture
10
-1
10
-1
10
-2
10
-2
10
-3
10
-3
10
-4
Table 5. Results of second round of dilution plating, culture grown in LB+rifampicin, colonies on LB plates.
Dilution you plated
Total effective dilution
Number of colonies
10
-5
10
-6
10
-6
10
-7
10
-7
10
-8
13
Table 6. Results of second round of dilution plating, culture grown in LB+rifampicin, colonies on LB+rifampicin plates.
Dilution you plated
Total effective dilution
Number of colonies
Calculating CFU/ml
How to calculate CFU/ml
Now that you have the colony counts from your dilution plates, you can use this information to calculate the size of the bacteria population in each of your cultures. With bacterial populations, we talk about population sizes in terms of the number of colony forming units (CFUs) per ml of media. Colony forming units are assumed to represent single cells. However, if cells adhere to one another, colonies may arise from small groups of cells rather than single cells. This is why it
would not be completely accurate to call the measure “cells/ml”. To calculate CFU/ml, you need to take into account both the number of colonies you counted and the total effective dilution on the plate. Remember that each tube in your serial dilution had a total volume of 1 ml (1000 μl). Because you only put 100 μl from each tube on the plate, you effectively carried out an additional 1:10 dilution. Therefore, you want to use the total effective dilution when you calculate CFU/ml.
Here is a sample CFU/ml calculation:
Plated: 10
-6
total effective dilution
Colony count: 64 colonies
(
colony count
)
×
(
dilution factor
)
=
CFU
/
ml
The “dilution factor” in the above equation is the inverse of the total effective dilution. In this example, the dilution factor is 10
6
.
So, the calculation would be 64
×
10
6
=
6.4
×
10
7
CFU
/
ml
14
Calculating CFU/ml for your dilution plates
For each set of dilution plates, pick one plate with an appropriate colony count (more than 30 but not so many that you couldn’t count accurately). Transfer those numbers to the table below (Table 7), and calculate the CFU/ml (you’ll calculate the percent resistance in the next section, so you can leave that blank for now).
Table 7. Compilation of usable colony counts from each dilution plate set, including calculated CFU/ml and percent resistance.
Culture
Plate medium
Table above to reference
Total effective dilution
Colony count
CFU/ml
% Resistance
Original E. coli
stock culture in LB
LB
Table 1
Original E. coli stock culture in LB
LB+rif
Table 2
LB subculture
LB
Table 3
LB subculture
LB+rif
Table 4
LB+rifampicin subculture
LB
Table 5
LB+rifampicin subculture
LB+rifam
picin
Table 6
Calculating percent resistance
For each culture (original E. coli
stock culture, LB subculture, and LB+rifampicin subculture) you
can now calculate the percent of the population that was resistant to rifampicin. The CFU/ml calculated from the regular LB plates gives you an estimate of the total population in the liquid culture, because we expect all E. coli
cells to be able to live and multiply on a regular LB plate. The CFU/ml calculated from the LB+rifampicin plates gives you an estimate of how many cells in the culture are resistant to rifampicin, because only those cells can grow on a rifampicin plate.
The ratio of these two numbers tells you what portion of the population is rifampicin resistant.
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(
(
rifampicinresistant CFU
/
ml
)
(
total populationCFU
/
ml
)
)
×
100
=
Percentage of populationthat' sresistant
¿
rifampicin
Calculate the percent of the population that was resistant to rifampicin in the original E. coli
stock culture, and in each of your two subcultures. Record those numbers in the right-most column of Table 7.
Thinking about the relationship between sample size and variation
Before you leave lab today, you are going to add your CFU/ml and percent resistance data to a class data sheet. Why are we compiling data from multiple replicates of this experiment, rather than just having you draw conclusions from your own experiment? Let’s spend some time thinking about sample size and its relationship to variation. We’ll think back to the data you collected in the zebrafish experiment, since that is a simple type of data that you are already familiar with. Then you can apply this thinking to your CFU/ml and percent resistance data set from this lab.
Specifically, let’s examine the relationship between sample size and the standard deviation (spread) of the data.
Q1 Working individually, describe the relationship between sample size and the standard deviation of data. Write your answer below and wait for your lab instructor before moving on to the next section.
The data table below shows heart rate measurements from untreated (control) zebrafish taken by students in a previous semester. The mean and standard deviation were calculated for various sample sizes (samples were chosen randomly, and heart rates with a value of “0” were discarded).
16
Q2 Based on this table, how would you describe the relationship between sample size and the standard deviation of the data? Support your answer with data from the table. When you are done writing, wait for your lab instructor before moving on.
Compiling class data & making figures
Add your data from Table 7 to the class data sheet, where your lab instructor will compile all of the data for your lab section. Once you have the data sheet with everyone’s data, you’ll be able to calculate summary statistics (mean, standard deviation, etc.). Your lab instructor will lead a discussion about what sort of figure would be appropriate to make with these data. 17
There are instructions available for making a bar plot showing the mean percent resistance (with
error bars showing the standard error of the mean) in either RStudio or JMP. You may make your plot in Excel, Google Sheets, or some other graphing software if you prefer. For the post-
lab assignment, you will turn in a figure (including an appropriate caption), and a brief write-up of the results in the format of the results section of a journal article.
Making a bar plot in RStudio
Making a bar plot in JMP
●
With the class data set, calculate the mean percent resistance in the original E. coli
stock culture and in the LB subculture. Are the numbers very different, or close? Do you think any difference you see here is biologically significant? Explain your reasoning. ●
With the class data set, calculate the mean percent resistance in the LB subculture and the LB+rifampicin subculture. How do these numbers compare? Explain why (or why not) you think these numbers are so different.
Post-lab Assignment
Remember to go to Canvas and do the post-lab assignment. You will turn in a figure (including a
caption), a results paragraph, and your answers to the post-lab questions.
18
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