Monday, 30 April 2012

Strawberry DNA Extraction Lab

Check out the video I made for my biology class regarding DNA extraction through ethanol precipitation!


http://www.youtube.com/watch?v=UQQOwRPYvzg

Friday, 9 March 2012

Beta Vulgaris Root Tonoplast and Cell Membrane Permeability Increase Through Immersion in Solutions of; Low pH, Extreme Temperature, and of High Solvent Concentration.


Beta Vulgaris Root Tonoplast and Cell Membrane Permeability Increase Through Immersion in Solutions of; Low pH, Extreme Temperature, and of High Solvent Concentration


Eric Horton
March 5th 2012
SBI 4U1 – 70
Prepared for D. Melegos







Abstract
            This manuscript explores the affects of various stresses on the permeability of cell membranes and tonoplasts. Some background information will be provided covering various topics including the fluid mosaic model, free radicals, antioxidants, betanin, spectrophotometry and Beer’s law. The experimental approach for the lab will be highlighted along with the objectives and anticipated results. A clear outline of the methodology followed will be covered followed by the results obtained through the lab. The results will be explained along with sources of error present during the lab and future lab prospects.      

 Introduction

In order to understand the logic behind the methodology of this lab, and understand the results, it is important to have a firm grasp of a few preliminary concepts. For example, the fluid mosaic model, seen as figure 1 in the appendix section, is the most widely accepted model used to describe the composition of biological membranes. The term mosaic implies the nature of the membrane, showing how it is composed of many different structures that work side by side without creating an intermediate substance [1]. In general, the structure of biological membranes consists of a lipid bilayer, with impeded proteins [1]. The term fluid mosaic implies the presence of lateral motion within the membrane. The proteins float in the lipid bilayer, free to move along the plane of the membrane [1]. Other components of the membrane include oligosaccharide chains, membrane proteins and cholesterol [1]. Understanding the composition of the cell membrane is key to understanding what stresses will be the most successful in altering the permeability of the Beta vulgaris’ cell membranes.
Free radicals are very unstable molecules that possess an odd unpaired electron. This is a result of a bond splitting, leaving the odd unpaired electron as depicted in figure 2. As a result of their unstable nature, free radicals react quickly with other compounds attempting to capture the needed electron, regaining stability. This means that free radicals tend to attack the nearest stable molecule in order to “steal” an electron, leaving that molecule as a free radical. This creates a chain reaction that eventually can disrupt the living cell. Free radicals can be created by your body naturally during metabolism. Sometimes the body’s immune systems cells purposely create free radicals in order to neutralize viruses and bacteria present in the body. On the other hand, environmental factors the body is exposed to such as pollution, radiation, cigarette smoke and herbicides seen in figure 3 can cause free radical formation. Interestingly enough, Free radical damage tends to accumulate with age. [2]
 Antioxidants are substances such as vitamin C or E that remove potentially damaging oxidizing agents from a living organism. Vitamins C and E are thought to protect the body against the damaging effects of free radicals. These antioxidants neutralize free radicals by donating one of their own electrons. This puts an end to the “electron stealing” chain reaction created by free radicals. Antioxidant nutrients don’t become free radicals themselves after donating an electron because they are stable in both forms. Their unique properties help prevent cell and tissue damage that could lead to disease. Vitamin E tends to protect against cardiovascular disease by defending against LDL oxidation and artery-clogging plaque formation. Many studies have linked high vitamin C intakes with lower rates of cancer, particularly cancers of the mouth, larynx and esophogus. [2]
Betanin is a food additive used to give a red colour to many food products including meat, ice cream and various beverages. Betanin is found in red beats or Beta vulgaris and is a type of antioxidant. Being an antioxidant, the consumption of betanin provides many benefits against oxidative and stress related disorders. Betanin is also known to increase the red blood cell count in the human body and maintain a proper metabolism. The flow chart labelled figure 5 in the appendix section shows the complex series of steps followed during the biosynthesis of betanin. Betanin has a structure as seen in figure 4, which consists of a great deal of nitrate, which can also be hazardous to human health in high doses. [3]
Spectrophotometry is the measurement of a solutions colour by determining the amount of light absorbed in the ultraviolet, infared, or invisible spectrum, used to calculate the concentration of a substance in solution [4]. When a beam of incident light passes through a solution, part of the light is reflected, part is absorbed and the rest is transmitted. The relationship that exists between the concentration of a compound and the extent of absorption of light is based on Lambert’s Law and Beer’s Law [5].  According to Lambert’s law, the light absorbed by a solution is directly proportional to the length of the light path through the solution [5]. According to Beer’s law, the amount of light absorbed is directly proportional to the concentration of absorbing solute in the solution [5]. During this lab, spectrophotometry will be a key tool used to determine the relative effectiveness of each stress on the Beta vulgaris’ cellular membrane.
The objective of this lab was to investigate the extracellular concentrations of betanin, and correlate it with the cell membrane/tonoplast permeability. Factors used to test the viability of these cell parts will include the determination of the optimal pH, temperature, and solvent. These results will be quantified using a spectrophotometer.
The approach taken with this experiment involves various controls coupled with isolation of the various factors. In order to test for the optimal pH value for cell membrane permeability, five beet root disks were immersed for 10 minutes in a test tube containing one of the six solutions, with pH’s of 2,4,6,7,10 and 12. Within this portion of the experiment, water (pH of 7) acts as a control of sorts. This “neutral” pH should have little to no effect on the membrane.
For the second portion of the experiment, temperature was isolated as a factor affecting the membrane permeability. Five different tests were run, one with five disks inserted into a test tube with water at a temperature of -180 C, the second set in a test tube with water at 40 C, the third set was placed in water at 210 C, the fourth set was put in water at 400 C and the final five disks were put in water at 800 C. All of these solutions were left to incubate for 10 minutes. The room temperature water in this case (210 C) acted as a control.
For the final variable, five beet root disks were put into each of the six test tubes containing various solvents of varying concentrations for 10 minutes. The solutions used included; 1% acetone, 25% acetone, 50% acetone, 1% methanol, 25% methanol, 50% methanol.
After the incubation time for each of the samples was complete, the extracellular fluid from each test tube was poured into a small cuvette and then inserted into the spectrophotometer. The resulting absorbance values were examined and a conclusion was drawn.
It is anticipated that the greatest absorbance will occur when the cells have been submitted to the harsher stresses. Various high and very low temperatures should return a high absorbance value, along with the higher concentrations of solvents. High and low pH’s should also cause greater cell membrane and tonoplast permeability,
resulting in higher absorbance values. The more moderate conditions aren’t as likely to increase the cells permeability and in turn should have low absorbance values.

Methodology
The methodology for this lab was broken down into several steps. The first step involved the preparation of the Beta vulgaris root for testing. The beet was prepared by slicing the top and bottom off of a fresh beet. Using a cork borer, a core sample of the root was extracted. After driving the borer into the beet, the tweezers were used to remove the core sample. The cylindrical root section was then sliced into small 3mm thick disks using a scalpel. For our section of the experiment, fifteen disks were prepared. Once all the cutting was complete, the disks were put into a beaker and then immersed in tap water. The beaker was then agitated, swirled and then emptied. This process was repeated three times in order to adequately rinse the contents of the burst cells from the samples.
In order to test the permeability of the cells under various temperature conditions, five pre cut and rinsed disks were placed in the freezer at a temperature of eighteen degrees below zero Celsius. Five disks were also placed in the fridge at a temperature of four degrees Celsius. Five disks from the freezer were then put into a large test tube, five disks from the fridge were placed in another large test tube, and then the five of freshly cut disks were placed into each of the three remaining test tubes. Using a graduated cylinder, 10ml of tap water was measured out and added to each of the five test tubes. Each of the samples was incubated for 10 minutes. The samples containing the disks from the fridge and freezer were incubated at room temperature along with the 210 C sample. The 400C and 800C samples were incubated in water baths at their assigned temperatures.
In order to investigate the relationship between membrane and tonoplast permeability and varying pH, a series of steps were followed. As for the previous test, 25 3mm beet root disks were prepared using the cork borer and scalpel. 5 disks were placed into each of the six clean test tubes prepared. Each test tube was labelled using masking tape and a permanent marker with the pH value of either 2,4,6,7,10 or 12. Then 10mL of each solution of a varying pH was measured using a graduated cylinder, and then added to the corresponding test tube.
As for the test involving pH, a key sequence of steps was followed in order to test the effect of various solvents of numerous concentrations on membrane and tonoplast permeability. 25 3mm beat root disks were prepared using a cork borer and a scalpel. 5 disks were placed in each of the 6 test tubes. Each test tube was labelled with one of the following solvents and concentration; 1% acetone, 25% acetone, 50% acetone 1% methanol, 25% methanol, 50% methanol. Then 10ml of each solvent was measured using a graduated cylinder and added to the corresponding test tube.
All of the samples were then allowed to incubate for 10 minutes, some at specific temperatures, and the rest at room temperature. After the 10 minute incubation period, the samples were gently agitated and then the liquid portion was poured into small test tubes. The spectrophotometer was then set to 560nm and calibrated using a test tube containing tap water. Once calibrated, each of the five small test tubes were placed in the spectrophotometer and their absorbance readings were recorded in table 1 in the appendix section.

Results
            After conducting the above experiment, a clear and relatively definitive set or results were obtained. As seen in table 1, it was clearly observed that as the different stresses were applied, varying absorbance values resulted. With regards to pH, the lower acidic pH values returned higher absorbance values than the moderate to basic pH solutions. At a pH of 2, the highest absorbance value of 0.52 was observed compared to the 0.02 value at the pH of water and 0.05 at a pH of 12. This clearly indicates that the cell membranes and tonoplasts are significantly more permeable in acidic solutions. As indicated by chart 1 found in the appendix section, a clear logarithmic trend associating increasing pH with reduced absorbance values can be observed.
            The temperature related stress results were rather interesting as well. Table 1 indicates that the cell membrane and tonoplast are the most permeable at extreme temperatures. At -180 C an absorbance value of 1.61 is observed and at 800 C an absorbance value of 1.05 results. These values contrast the absorbencies indicated at a more moderate temperature of 210 C where absorbance values of 0.04 were observed. Through plotting this data on chart 2, a parabolic trend is observed, this indicates that extreme temperatures provide the most stress to a cells membrane and tonoplasts.
            In the final test, it was noted that with increasing the concentration of solvent used in the test, greater membrane and tonoplast permeability was achieved. The absorbencies for this test ranged from 0.02 for the 1% acetone solution, to 0.46 for the 50% acetone solution. For the methanol, 0.02 absorbance values was observed at a 1% concentration, and at a 50% concentration a 0.32 absorbance value was found to exist. Through the exponential trends illustrated on chart 3 it became clear that not only as the concentration increased the absorbency increased, but the acetone was more effective than methanol at creating permeability.

Discussion     
            The results obtained through the series of test conducted can be justified using some basic knowledge of cell membranes. The results of the temperature portion of the lab can be explained using the properties of cell membranes. When the cell is submitted to high temperatures, the phospholipids become increasingly fluid, increasing the permeability of the membrane. This allows materials previously unable to travel in and out of the cell to do so. The extremely high temperatures can also break the hydrogen bonds found in the protein structure which could cause protein de-naturation. When the cell is frozen, the membrane bursts because of the ice crystals and extreme temperatures make the cell brittle, causing it to fracture. This allows an increase in permeability as well.
When subjected to a solution consisting of a solvent the membrane also becomes more permeable. Acetone and methanol are both polar solvents. The phospholipids bilayer is also polar, meaning they will tend to combine easily. Solvents denature the proteins found in the phospholipids bilayer, meaning the sulphide bridges between cysteine amino acids found in the quaternary and tertiary may be disrupted. The alteration to the proteins structure stops them from being able to function correctly. This protein alteration creates gaps in the cell membrane that allow for increased permeability. As the concentration of the solvents increased, this effect is further magnified. Acetone has a greater effect on the cell membrane because acetone has a greater molecular dipole (2.91) than that of methanol (1.69). The difference in polarity makes acetone a stronger solvent, resulting in a more significant effect on the cell membrane. 
pH also has a similar affect on the cell membrane. With the increase in acidity during the pH stress test, protein denaturation occurs as well. The change in pH tends to disrupt the ionic bonds found in the proteins tertiary and quaternary structures. These disruption cause changes to the shape of the protein and as a result of this the protein is denatured. Changes to the proteins composition can cause an increase in the membrane permeability.
 Along with the increase in permeability through each of the stresses, comes an increase in the absorbency. As the cell membrane becomes increasingly permeable, the more betanin is released into the extracellular fluid. With the increase in betanin release, there is an increase in the absorbency measured using the spectrophotometer.  
Through conducting this lab several sources of error became evident. During the temperature stress test, the incubation time was supposed to be 10 minutes. However, by the time the water was added to each of the test tubes, and each test tube made it to its designated temperature environment, the times were skewed. With the present lab set up it was impossible to incubate each of the samples for the same period of time. The difference in incubation time could alter the absorbency values significantly. This could be remedied by setting separate timers for each of the test tubes incubation. Another source of error that became evident was the insertion of the frozen or chilled beet disks into room temperature water. This would moderate the temperature during incubation, rather than having a consistent temperature. This problem however is somewhat unavoidable, unless that water was made the same temp as the disk. This would pose a problem for the frozen disk test however. The final source of error that was evident during the lab was the consistency in the size of beet disks used. There was no step taken to ensure absolute accuracy with respect to disk size. Different disk sizes could contribute to large or fewer available cells and therefore lesser or greater absorbency values. This problem could be fixed using a tool that cuts consistent disk sizes. An example of this may include a cheese slicer. A consistent disk size would make for far more accurate results.  
A potential lab proposal may be one that incorporates a comparison between polar and non polar solvents. Despite its carcinogenic nature, benzene would be a good non polar solvent that could be compared to acetone and methanol. 3 test tubes, one with 1% concentration the others 25% and 50% respectively. The results of this test could be graphed with the results of the polar solvent test. This would give insight into the effects of the disruption of the London forces between non polar amino acids. Another potential lab proposal might involve the isolation of betanin in order to explore its abilities as an antioxidant. One might consider introducing free radicals into a group of plant or animals and observing the effects. Then a comparison might be made with the results after antioxidants are added to the samples. This would allow us to verify and explore the importance of antioxidants in our diet.

References
[1] Campbell, M. K., & Farrell, S. O. (2011). Lipids and Proteins are Associated in Biological Membranes. Biochemistry (7th ed., pp. 207,208). Belmont: Brooks/Cole.
[5] Chauhan, B. (2008). Principles of Biochemistry and Biophysics. Bangalore, New Delhi: University Science Press.
[2] Understanding Free Radicals and Antioxidants. (n.d.). HealthCheck Systems. Retrieved March 3, 2012, from http://www.healthchecksystems.com/antioxid.htm
[3] Walker, M. (2011, February 25). What is Betanin Used For? Health Benefits and Side Effects of Betanin. Kay Circle | Everyday Reference. Retrieved March 3, 2012, from http://www.kaycircle.com/What-is-Betanin-Used-For-Health-Benefits-and-Side-Effects-of-Betanin
[4] spectrophotometry - definition of spectrophotometry in the Medical dictionary - by the Free Online Medical Dictionary, Thesaurus and Encyclopedia.. (n.d.). Medical Dictionary. Retrieved March 3, 2012, from http://medical-dictionary.thefreedictionary.com/spectrophotometry



Sunday, 15 January 2012


pGLO Bacterial Transformation Using Calcium Chloride Transformation Solution and Heat Shock


IDC-4U5

co-authors : Katelyn Dixon
Eric Horton
Sharmarke Mohamed
Jordan Khan


Abstract 
Genetic transformation occurs when an organism is modified by the introduction of new genetic information which is incorporated into the organism’s genome. Bacterial transformation is the easiest type of genetic transformation to create in a lab due to the single celled nature of bacteria. In this lab the engineered pGLO plasmid is incorporated into E. Coli bacteria, and adds the genes which code for the proteins GFP and beta lactamase to the modified bacteria’s genome. To see the effects of this plasmid on the cells, bacteria treated with the plasmid were grown on two separate agarose plates containing LB nutrient broth and ampicillin, and another containing LB nutrient broth, ampicillin and arabinose. To contrast these plates two more plates were grown, one with LB nutrient broth and ampicillin and the other with only the LB broth, using cells that didn’t contain the plasmid. To see the effects of the calcium chloride solution used in the procedure another experiment was run under the same parameters, except the calcium chloride solution was replaced with distilled water. The results showed that when calcium chloride was used the plasmid was successfully incorporated into the E. Coli’s genome, since the cells treated with the plasmid fluoresced green under ultraviolet light and were resistant to ampicillin, an affect of beta lactamase. The results in the second test showed that the calcium chloride solution is essential to efficient plasmid uptake, but to what degree was not determined. Transformation efficiency was used in this lab to quantify the uptake of the plasmid DNA. In the tests where calcium chloride was used the transformation efficiency was much higher than those where distilled water was used. In a further analysis of the experiment sources of error, future prospects, and the ethical implications of bacterial transformation are discussed.  

Introduction 
Bacterial transformation occurs if a bacterium uptakes a piece of DNA and integrates it into its genome. Bacterial transformation is done in two different ways in the lab: electroporation and through calcium chloride/heat-shock. Electroporation is when electrical shock is used to make the cell membrane permeable to DNA. Calcium chloride/heat-shock is when the plasmids are incorporated into the chemically-competent cells made permeable by the heat shock and calcium chloride solution.  In 1928, Frederick Griffith, a physician from London, was the first person to experiment with bacterial transformation.  He permanently transformed a safe, nonpathogenic bacterial strain of pneumococcus into a deadly pathogenic strain.[6] 
Escherichia coli or E. coli is a gram negative, bacillus, bacteria. E. coli makes a great bacterial candidate for the bacterial transformation because it is made up of one cell, it reproduces every twenty minutes, it does not harm people, and it cannot survive outside of the lab. Ampicillin is an antibiotic that has a beta-lactam structure. It has the ability to kill E. coli cells. [7] 
Plasmids are small circular autonomously replicating pieces of DNA, found inside prokaryotic bacterial cells. They replicate their own DNA by borrowing the cells’ polymerase. Due to their size, plasmid DNA is easy to extract and purify from bacterial cells. Plasmids may express antibiotic resistant genes or be modified to express proteins of interest, and  are useful for cloning foreign genes. [8] 
The pGLO plasmid contains the gene for green florescent protein (GFP) and a gene for ampicillin resistances called beta-lactamase . The pGLO plasmid also contains a special gene regulation system,  or operon, that can be used to control expression of the florescent protein in the transformed cells called araC regulator protein. [6][7] 
Green fluorescent protein, or GFP, is found naturally in the luminescent jellyfish Aequorea Victoria. GFP glows bright green when exposed to ultraviolet light due to resonation which the light causes. GFP is mainly used in biotechnology as a biological marker or indicator. It has also been used to produce luminescent plants and animals.[4]                      GFP production is monitored by a modified arabinose operon located on the pGLO plasmid. In the operon, the protein araC blocks RNA polymerase from binding to the Pbad promoter. When arabinose is present it changes the shape of the araC protein causing it to promote, instead of prevent, RNA polymerase binding. Once RNA polymerase has attached to the promoter, transcription of the GFP gene begins and continues until arabinose runs out.[9][3]         
 Ampicillin is an antibiotic that falls into the penicillin group of drugs. Ampicillin is often used to fight bacteria in the human body, specifically various types of infections. Such infections may include  those  caused by bacteria, like ear infections, bladder infections, pneumonia, gonorrhea, and E. coli or salmonella infection. Ampicillin’s ability to exterminate bacteria makes it ideal for this lab [10].                      
During the course of this experiment, our objective was to manipulate a variable present within the lab and determine what affect this change would have on the results of the lab. Our particular objective was to determine whether or not the calcium chloride transformation solution was a critical ingredient in influencing the uptake and expression of the pGLO gene. In order to accurately test this variable, we performed the complete pGLO lab as instructed in the pGLO manual as a control, and then proceeded to manipulate the lab through duplicating the lab setup, however using an altered transformation solution. The calcium chloride was replaced with distilled water for the second set of plates, in order to compare the expression of the pGLO gene in each case. In the end there was a total of 8 petri dishes. The first four were prepared ahead of time, and filled with a solution containing nutrient agar solution, as well as a combination of various solutions. These solutions included LB broth, ampicillin and arabinose. Two of the plates, (LB/amp) and (LB/amp/ara) we covered in a solution consisting of transformation solution, LB broth and pGLO plasmid DNA. The other two, (LB/amp) and (LB) were covered in a solution consisting of only the transformation solution and LB broth. These four plates acted as our control. We anticipated that the LB/amp/ara plate containing the pGLO plasmid DNA would become fluorescent. The other four plates were the exact same, except none of them were covered with a solution that contained the calcium chloride; instead distilled water was combined with the LB broth and pGLO plasmid DNA. It was anticipated that in the plates not containing the transformation solution, there would be no expression of the pGLO gene. This result is expected because in theory, the transformation solution is an essential step for giving the bacteria the ability to take up the pGlo plasmid, since the solution makes the bacterial cell walls more permeable. 

Methodology


Results

The lab results can be seen in the appendix section. As seen in figure 1, the control test, the LB plate containing the -pGLO sample, bacteria grew evenly on the plate in the areas where it was spread with the transfer loop. In the LB/amp plate treated with the -pGLO sample absolutely no bacterial growth was observed. In the LB/amp plate containing the +pGLO sample several large, yellow colonies appeared, some grouped in clusters and others spread over the plate. In the LB/amp/ara plate with the +pGLO sample many yellow, differently sized colonies grew, which fluoresced green under ultraviolet light. 
Figure 2  contains the results for the variable test, where the transformation solution was replaced with distilled water. In the LB plate containing the -pGLO sample, bacteria grew evenly on the plate in the areas where it was spread with the transfer loop. In the LB/amp plate treated with the -pGLO sample absolutely no bacterial growth was observed. In the LB/amp plate containing the +pGLO sample a few small yellow colonies appeared, spread randomly across the plate. In the LB/amp/ara plate containing the +pGLO sample no bacterial growth was observed. 
When the transformation solution was used, there were 492 transformants per micro gram, as seen in  figure 2  of the appendix section. However, when the transformation solution was replaced with distilled water, there were 0 transformants per micro gram, as seen in figure 1 of the appendix section.  
Figure 3 of the appendix section shows the calculations for the transformation efficiency on the LB/amp plate where no transformation solution was used. There were 67 transformants per micro gram on the LB/amp plate.

Discussion 

                In the control lab a different outcomes was observed in each of the four plates. In the LB/amp/arabinose agarose plate containing the +pGLO sample, fluorescent green colonies developed. This is because the gene which codes for the fluorescent protein, GFP, is located near the beta lactamase gene on the pGLO plasmid, which protects bacteria from the antibiotic ampicillin. When the cell produced beta lactamase to deactivate ampicillin, the GFP gene was also transcribed, producing the fluorescent protein observed. In the LB/amp plate containing the +pGLO sample white, non florescent cells were observed. While these genes contained the pGLO plasmid and the GFP gene they could not express the GFP gene because they were not grown in the presence of arabinose. While the presence of ampicillin causes the cell to transcribe the beta lactamase and GFP genes, arabinose is needed to activate the GFP operon. Therefore without arabinose in the agarose gel, GFP cannot be transcribed and the cells will not fluoresce. In the LB/amp agarose plate treated with the -pGLO sample, no cells grew. This is because without the pGLO plasmid and the beta lactamase gene the cells cannot deactivate the ampicillin in the gel. Therefore all the cells were wiped out. In the LB plate containing the -pGLO sample small colonies were seen spread over the entire plate. Because there was no ampicillin to kill the cells, all the cells survived and the entire plate was covered, in contrast to the other plates where individual colonies represented the cells which had taken up the plasmid. 
 In the variable lab, where the calcium chloride solution was replaced with distilled water, results for the -pGLO samples were the same. This is because the calcium chloride solution affects plasmid uptake and no plasmid was introduced to these samples. On the LB/amp/arabinose plate containing the +pGLO sample no bacterial growth was seen. This is because without the calcium chloride solution to make the cell walls of the bacteria more permeable the plasmid was not taken up by the cells. Without the beta lactamase gene to deactivate the ampicillin all the cells were killed and no colonies developed. In the LB/amp plate containing the +pGLO sample a small amount bacterial growth was seen. This means that some of the bacteria was taken up by the cell, since the beta lactamase gene prevented the ampicillin in the plate from killing all the bacteria cells. It is unknown why there was no plasmid uptake in the LB/amp/ara plate but some in the LB/amp plate. It may be due to an inconsistency in the procedure, or a random occurrence. Due to the varying results in this test, the affect of replacing the calcium chloride solution with water cannot be definitively stated, but it is known that it reduces plasmid uptake. 
The transformation efficiency of our control test was 492 transformants per microgram. This is much lower than the average of between 800 and 700 transformants per microgram. This lower number could be a result of sources of error that may be present within the methodology of this lab or potential human error. Our variable test had an even lower transformation efficiency of 0 transformants per microgram. This could be attributed to the lack of transformation solution, but the tests should be repeated to reach a definitive result. 
                Due to the multiple solutions and bacterial plates used in this lab there it is likely that some cross contamination occurred. Though many precautions were taken, such as using disposable pipettes and sterile loops, there is always a chance that these tools could be contaminated before use, or that a new substance, such as bacteria, was introduced from the environment. While this could be improved by using a culture hood or wearing gloves, cross contamination, especially from the environment, can never fully be prevented. 
                In this lab transformation efficiency was used to measure how successfully the plasmid was incorporated into the bacterial cells. While calculating transformation efficiency it was found that it depended highly on the amount of bacteria taken from the starter colony. Because of this inaccuracy the success of the experiment cannot be accurately quantitatively described. Even if only one colony is taken, it is unlikely that any two colonies are exactly the same size. 
                The transfer pipettes used during much of the procedure weren’t very accurate, since any variation of the pressure applied to the pipette would change the volume. This inaccuracy could be eliminated by using micropipettes, which are accurate to the microliter. 
                In the variable lab, the lack of calcium chloride solution had different effects on both +pGLO plates. On the LB/amp/ara plate no plasmid was incorporated into the cells, but on the LB/amp plate the plasmid was at least partially taken up by the cells. The reason for this inconsistency is unknown but is probably due to some error made in the methodology. This might have been because of cross contamination or incorrectly timing the temperature shocks used. To determine the cause of this anomaly the variable lab could be repeated to see if the results were similar. 
                This lab has many future prospects. Genetic modification does not have to be limited to florescence. Organisms can be modified to have all sorts of interesting and unique traits. For example, plants can be given plasmids so that they gain certain traits, such as resistance to disease or extreme weather. This can lead to better crop yield and shelf life. A lab extension of the pGLO lab may involve modifying more complex organisms than bacteria. For example, one could attempt to influence the expression of the GFP gene in fish, or another multi cellular organism. Another potential lab extension might include the isolation and purification of GFP. This could be done using column chromatography. It may also be worthwhile to repeat the experiment without the transformation solution to ensure the results are the same. This would further explain the effect of the calcium chloride solution. 
There are many ethical dilemmas associated with this lab because of the nature of this experiment. During this experiment, living organisms are being altered. Many would argue that in doing so the experimenters are “playing god”. This may seem like an absurd thing to question, but this is a living creature that simply just has no way of expressing itself to us. Do single celled organisms have fewer rights than us? Why should we be able to grow and kill these organisms at our own discretion? Who decides whether or not it is just to alter or work with certain organisms? The opinions on such a subject are very diverse, leaving us with no definitive answer. Many ethical dilemmas like these become evident when working with and altering living organisms for the sake of scientific inquiry; however there are many positive benefits to genetically engineering bacteria. For example, scientist have been able to genetically engineer forms of E. coli so they secrete proteins that have been found to block HIV from infecting cells of other living organisms [2 ]. Researchers at Tel Aviv University have even been able to manipulate bacteria so they light up when they come in contact with certain pollutants in water [1]. Bacteria have been genetically modified for many different reasons; many of them have had an incredibly positive impact on the world around us. As long as the benefits of bacterial transformation continue to outweigh the risks, their use will remain extremely important to humanity and beyond. 


 References


[1] Blajchman, A. (2009, March 20). Genetically Engineered Bacteria to Measure Water Quality. Clean Tech News & Views. Retrieved January 15, 2012, from http://cleantechnica.com/2009/03/20/genetically-engineered-bacteria-to-measure-water-quality/

[2] Bacteria modified to combat HIV. (2005, November 13). BBC News. Retrieved January 15, 2012, from  http://news.bbc.co.uk/2/hi/health/4692905.stm
[3] General Applications of GFP. (n.d.). Green Fluorescent Protein. Retrieved January 15, 2012, from userpages.umbc.edu/~jili/ench772/application.html 
[4] Goodsell, D. (n.d.). Green Fluorescent Protein (GFP). Protein Data Bank. Retrieved January 15, 2012, from www.rcsb.org/pdb/101/motm.do?momID=42
[5] Gregory, M. J. (n.d.). Bacterial Transformation Lab. The Biology Web. Retrieved January 15, 2012, from faculty.clintoncc.suny.edu/faculty/michael.gregory/default.htm
[6] Hanahan, D. (1983). n.a.. Studies on transformation of Escherichia coli with plasmids (pp. 166, 557). n.a.: n.p..
[7] Hanahan, Douglas, Techniques for transformation of E. coli. In DNA Cloning: A     Practical Approach
(Ed. D. M. Glover), vol. 1. IRL Press, Oxford (1987).
[8] Mulligan, M. E. (n.d.). The Arabinose Operon. Memorial University. Retrieved January 15, 2012, from www.mun.ca/biochem/courses/3107/Topics/Ara_operon.html
[9] Schleif, Robert, Two positively regulated systems, ara and mal, In Escherichia coli and Salmonella,
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Appendix

Table 1
Table 2
Figure 1
Figure 2





Figure 3