Practical manual Immunology

Practical manual Immunology.

Immunology

From Immunology 5e, Goldsby et al.

Practical Program 2016

Prof. Peter Smooker

 

 

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Coordinator:

Prof. Peter Smooker School of Applied Sciences Biotechnology and Environmental Biology RMIT-University Plenty Road, Bundoora Melbourne VIC 3083 (: 9925 7129 Fax: 9925 7110 :: [email protected] Practical Class Times: Friday: 12:00 ā€“ 5:00pm Practical Class Outline: Practical 1: Day 1 Preparation of Antigen ā€“ Sonication 19 August Protein Determination ā€“ Bradford method

Preparation for ELISA ā€“ coating antigen onto microtitre plate

Day 2 ELISA 26 August

SEMESTER BREAK (29/08/2016 ā€“ 02/09/2016)

Practical 2: Day 1 Invasion & Adherence Assay 09 September Day 2 Analysis of results 16 September

Practical 3: 23 September Immuno-bioinformatics

Depending on time constraints, some methods may be demonstrated to

you. Your demonstrators will advise.

 

 

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Laboratory Safety:

1. The teaching laboratories in Building 223 are PC2 laboratories and are subject to Australian Standards for Laboratories AS/NZS 2243.3:2010.

2. Long-sleeved laboratory gowns/coats are to be worn at all times in the laboratory. If you do not have a laboratory gown/coat one can be hired from the APS Preparation room after the hiring fee has been paid. These are stored in the plastic bag in a designated place in the laboratory.

3. Suitable footwear must be worn; open sandal or thongs are not acceptable. Long hair must be tied back securely as a protection from Bunsen burners and interference with work being carried out. When working with infectious material wear gloves to ensure no contamination of hands.

4. Keep your bench free of non-essential material at all times. Bags are not permitted near the laboratory benches and therefore must be stored in a designated storage area. Regard all bench tops and other surfaces as potential sources of contamination.

5. When working at the benches avoid all hand-to-mouth operations. Never smoke, eat/drink or put anything in your mouth while in the laboratory.

6. Report any accidents involving cuts, burns, broken glass or spilled cultures immediately to a demonstrator. Tissues and Sodium Hypochlorite disinfectant are provided in the event of a spill.

7. Never place contaminated pipette tips on the bench.

8. Where to discard contaminated and non-contaminated waste:

 

 

 

 

 

 

 

 

 

 

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9. Use of the Fume hood: All procedures involving dangerous chemicals will be performed in the fume hood. Students will be instructed in the session.

10. Procedures before leaving the laboratory: a. Replace all empty sterile tip boxes used. b. Empty out non-sterile tips and eppendorf tubes into their snap-lock bags

and return racks to designated trolley. c. Return all plastic racks, pipettes and bottles of reagents to the designated

trolley. d. Ensure all used contaminated material is stored/disposed of appropriately. e. Clean your bench area. f. Close lids of all Biohazard Sharps containers and place them in the

designated storage area. g. Put chairs neatly under your bench. h. Wash hands thoroughly with soap and water.

 

Important Safety Considerations:

ā€¢ In immunology practical classes you are handling potentially dangerous bacterial cultures, please take care and adhere to good aseptic technique at all times.

ā€¢ Any student who may be at increased risk of infection is urged to discuss the matter confidentially with their demonstrator.

 

 

 

 

 

 

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GUIDELINES FOR WRITTEN WORK IN ADVANCED IMMUNOLOGY AND CELL TECHNOLOGY:

For each of the three practicals within this subject there is a written component. Practical 1 (ELISA) and Practical 2 (Infection &Invasion) require a scientific report and Practical 3 (Bioinformatics) has an assignment sheet. All of the formal scientific reports must follow this set of guidelines in order to be passed. Please take note of the marking scheme for each report for detailed allocation of

marks for each section within the report. Word Count Limit: The upper limit for these reports is 750 words. Turnitin: All reports are to be submitted to Turnitin for similarities to other studentā€™s reports and already published works. All reports must be written in Third Person/passive text (this means no personal pronouns- No; I saw/ we saw/ we did/ we showed). A correct example of passive writing is ā€œThe data shown representsā€¦.ā€. All sections are to be written in PAST TENSE, except when mentioning a known fact, e.g. ā€œIt was shown that some cells stainedā€¦ā€

HEADINGS FOR THESE REPORTS INCLUDE:

1. Introduction & Aims

The introduction should include the necessary background information required to understand the topic (for this you will need to read current literature) and an aim/purpose of the practical. Be sure to correctly reference any information provided from a reliable source. This section is usually allocated the second most marks in a marking scheme.

2. Materials & Methods

The materials and methods section will contain all of the materials used in the practical and the procedures followed. As these are provided for you in detail you do not need to re-write these, however you must mention any changes made to a protocol and reference them accordingly.

 

3. Results

The results section should have your data organized and presented as clearly and precisely as possible. Avoid repeating results. Data presented in the results section must be the final result (either a graph or table); any raw data (All OD readings, individual group colony counts, calculations etc.) should be placed in an appendix and referred to in text.

 

 

 

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In some cases you may be required to provide results from a calculation. In this case you may show written calculations for one example within the results section and provide the answers from the rest. All other calculations should be in an appendix and referred to in text. All presented data must have a legend (a statement describing what the data represents). For tables the legend is above the table (see Example 1) for figures the legend is below the figure (see Example 2). Example 1: How to include a table in your data

Table 1) Class average of colony counts of E.coli and Salmonella on LB agar E. coli

(Adherence) Salmonella (Adherence)

E. coli (Invasion)

Salmonella (Invasion)

QC Controls

10-2 10-3 10-2 10-3 10-1 10-2 10-1 10-2 10-1 10-2

132 14 85 7 0 0 22 2 0 0

Example 2: How to include a figure in your data

Figure 2) ELISA Detection of Salmonella Typhymurium 82/6915 H-antigen using anti-Salmonella H-antigen antibody and anti-Shigella antibody (negative control). 4. Discussion & Final Conclusions

The discussion section is where you ā€œdiscussā€ the results you saw and how it applies to current scientific research.

Any unexpected result should be discussed, i.e. if something gave a positive response and it was supposed to be negative. However donā€™t spend the entire discussion on the reasons why the experiment did/didnā€™t respond as expected. Any references mentioned in the introduction or in literature can be used as a

0

0.5

1

1.5

2

2.5

3

1 4 16 64 256 1024

O D 4 50

Titre

ELISA for Detection of Salmonella H- antigen

1/400 anti-Salmonella

1/400 Anti-Shigella

 

Anti-Salmonella antibody

Anti-Shigella antibody

 

 

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comparison to our experiments. Use this real knowledge to explain the relevancy of our model practical experiment. Finally there should be a sentence or two concluding statement that summarizing the findings of this report.

This section is usually allocated the most marks in a marking scheme. 5. References

The Referencing section is important part of any scientific communication. Any comment or result that is not your own must be referenced, unless it is widely accepted or known information (e.g., ā€œEscherichia coli is a gram negative bacillusā€ does not need to be referenced).

Any information retrieved from a journal article or website on the Internet must be written in your own words and properly referenced. It is only acceptable to take material word-for-word from another source if you place in within a parenthesis. Direct quotations such as these are generally boring to read and should only be used if there is a special reason.

All reports must have in-text referencing as well as a reference list.

WIKIPEDIA and its constituent websites (anything with a Wiki attached or forum related references) are NOT suitable referencing material!!!

You also cannot reference spoken sources (like lecturers or demonstrators).

It is highly recommended that you use a Referencing Manager program (like Endnote/Procite/Refworks/Mendeley, etc.) to keep references properly managed. They will generate a reference list and will ensure the formatting of references automatically.

Failure to include references will result in a zero mark for the report.

6. Appendices

The appendix section includes any supplementary data or material that does not belong within the report. All raw data and calculations go in this section numbered separately.

Example:

Appendix 1: Raw calculations for the CFU/mL of E. coli and Salmonella for infection and

invasion assay.

OD600 (E.coli) = 2.65 (2.65 * 7.65) – 0.3 = 19.97 X 109 CFU/mL

 

 

 

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BEFORE SUBMITTING:

ā€¢ Keep your report concise. DONā€™T WAFFLE.

ā€¢ To get the highest possible marks, follow the individual marking scheme and these guidelines for each practical.

ā€¢ Make sure the in text citations match the references list.

ā€¢ We understand that you all come from different backgrounds, so to ensure your report follows correct spelling, language and formatting it would be beneficial if you proof-read your assignment and perhaps get someone else to proof-read it to make sure any spelling/grammatical errors are not overlooked.

ā€¢ Ensure all bacterial names are italicised and written out in full once before you start using abbreviations, e.g. ā€œEscherichia coli (E. coli) is a gram-negative rod shaped bacteria. E. coli is a commonly studied organism.ā€

ā€¢ Ensure all Chemical names are written out in full once before you start using abbreviations, e.g. Bovine Serum Albumin (BSA)

ā€¢ Any report submitted without one of abovementioned sections (with the possible exception of an appendix) will be marked down.

ā€¢ Any report submitted after the assigned due date (without prior extension or confirmation from Prof. Peter Smooker) will receive a penalty as per the course guide.

ā€¢ Reports submitted to Turnitin must be the same report as the one submitted for marking. Any report that has is found to be plagiarised from another student or published works will receive a mark of zero

 

 

 

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PRACTICAL 1

ENZYME-LINKED IMMUNOSORBENT ASSAY (ELISA) Background (ELISA) Salmonella enterica subsp. enterica serovar Typhimurium is a Gram-negative, rod-shaped, flagellated, facultative anaerobic bacterium. It is a member of the genus Salmonella. Many of the pathogenic serovars of the S. enterica species are in this subspecies. Salmonella are found worldwide in cold and warm-blooded animals (including humans), and in the environment. They are commonly the cause illnesses such as typhoid fever, paratyphoid fever, and foodborne illness(1). Serotyping is the process by which the Salmonella genus is classified into further serovar subtypes is due to immunogenic surface marker variation in the O-polysaccharide (O-Antigen) and the flagellin protein (H-antigen). Fritz Kauffmann and P. Bruce White initially proposed serotyping in 1934 as a classification scheme for Salmonella (2). In this practical, we will determine the presence of a specific antigen in lysates of Salmonella and E. coli. We will be using the Bradford Assay for the determination of protein concentration, and an Enzyme-Linked-Immunosorbent Assay (ELISA) in order to determine the presence of H-antigen of Salmonella Typhimurium 82/6915. E. coli DH5Ī± will be used as a negative control as it does not express the same H-antigen as Salmonella. Day 1: A. Isolation of antigen by sonication B. Determination of protein concentration using the Bradford assay C. Coating antigen onto microtitre plate Day 2: D. Indirect ELISA References: 1. HERIKSTAD, H., Y. MOTARJEMI, R. TAUXE, nbsp, and V. 2002. Salmonella

surveillance: a global survey of public health serotyping. Epidemiology & Infection 129:1-8.

2. McQuiston, J. R., R. J. Waters, B. A. Dinsmore, M. L. Mikoleit, and P. I. Fields. 2011. Molecular Determination of H Antigens of Salmonella by Use of a Microsphere- Based Liquid Array. Journal of Clinical Microbiology 49:565-573.

 

 

 

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Day 1 A. ISOLATION OF ANTIGEN BY SONICATION Background Sonication can be defined as the disruption of cells by high frequency sound waves. This technique is commonly used to isolate bacterial proteins and involves harvesting and washing of the bacterial cells, followed by sonication on ice (see method below). The cell lysate is then centrifuged at high speed to recover the bacterial proteins, which are found in the supernatant. These proteins can then be used as soluble antigens in the Enzyme Linked Immunosorbent Assay (ELISA). In this practical we are using a strain of Salmonella Typhimurium, which expresses flagella protein (H-antigen). When a lysate is made, it will contain this antigen, in addition to all the other bacterial proteins. As a (negative) control, we use a strain that does not express the antigen (E coli DH5Ī±). Reagents and Equipment – E coli DH5Ī± / Salmonella Typhimurium 82/6915 cultures – 10 mM Tris-HCl, pH 7.4 – 10 ml centrifuge tubes – Benchtop centrifuge – Sonicator – Esky + ice – Pipettes and tips (non sterile) – Eppendorf tubes (non sterile)

 

 

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Procedure 1. A 10 ml overnight culture of E. coli DH5Ī± or Salmonella Typhimurium

82/6915 is used to inoculate 150 ml LB and is grown to an OD of 0.3- 0.6. The bacteria from ten millilitre samples of these are collected by centrifugation at 5,500 rpm, and the pellets stored frozen.

This step has been done for you. Students start here: Label your tubes with your group initials 2. Re-suspend the cell pellet in 1 ml of 10 mM Tris-HCl, pH 7.4 and

centrifuge at 5,500 rpm for 2 minutes. Remove the supernatant and then repeat the re-suspension and centrifugation steps.

3. Resuspend cells in a final volume of 2 ml of 10mM Tris-HCl, pH 7.4 and place tubes on ice for sonication.

The demonstrators will combine the cultures of E. coli DH5Ī± and Salmonella Typhimurium 82/6915, as a larger volume of culture is required to assist in

sonication. N.B Ear muffs must be worn at all times during sonication of the cells 4. Sonicate cells (as demonstrated) using the following programme:

 

Pulse ā€“ 30 secs.

6 times Rest ā€“ 30 secs.

Demonstrators will aliquot sonicated samples back into Eppendorf tubes and return to students. Label your tubes. 5. Transfer the cell lysate to Eppendorf tubes and centrifuge at 14,000 rpm

for 5 minutes. Transfer the supernatant to a clean Eppendorf tube.

This part will be demonstrated to you. Your demonstrators will advise.

 

 

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B. PROTEIN DETERMINATION: BRADFORD METHOD Background The Bradford method utilises the ability of a dye, for example Bio-Rad Protein Assay Dye Reagent, to bind to proteins (specifically arginine, histidine and the aromatic amino acids). Binding of the dye to different amounts of a standard protein, usually Bovine Serum Albumin (BSA) is quantitated by measuring the absorbance at 600 nm and used to generate a standard curve. This can then be used to quantify the unknown protein(s). Reagents and Equipment

– Eppendorf tubes (non sterile) – 96-well microtitre plates – Pipettes and tips

– Bio-Rad Protein Assay Dye Binding Reagent:

This reagent is commercially purchased as a concentrate o Dilute 1 part Dye Binding Reagent Concentrate in 4 parts Distilled,

Deionised (DDI) Water. Then filter through 0.45 Āµm filter, store at 4Ā°C, filter required amount again before use.

– BSA standard: Standard Albumin solution: 1 mg/ml – 0.15 M NaCl

 

 

 

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Procedure 1. Label tubes as follows:

Blank S1 S2 S3 S4 S5 S6 S7 S8

2. Set up the standards as follows:

ĀµL Blank S1 S2 S3 S4 S5 S6 S7 S8

BSA (1 mg/ml) 0 0 3 6 9 12 15 18 21

0.15 M NaCl 100 100 97 94 91 88 85 82 79

Final protein amount (Āµg) 0 0 3 —- —- —- —- —- —-

Fill in the blanks as how much protein is in each tube (Āµg)

3. For test samples, aliquot 10 ĀµL into an Eppendorf tube, then add 90 ĀµL of 0.15 M NaCl (This makes a 1/10 dilution).

4. Add 900 ĀµL Dye Binding Reagent to each tube, mix thoroughly, stand for 2

minutes at room temperature.

5. Aliquot 2 x 200 ĀµL to 96-well microtitre plates as shown below and read on ELISA reader at 595 nm. Pipette standards and test samples as follows:

Make sure that there are no air bubbles present as this can alter the reading.

1 2 3 4 5 6 7 8 9 10 11 12 A B B B B B S1 S2 S3 S4 S5 S6 S7 S8 C S1 S2 S3 S4 S5 S6 S7 S8 D T1 T2 E T1 T2 F G H

B ā€“ Blank S1 to S8 ā€“ Standards T1 & T2 ā€“ Samples

KEEP YOUR SAMPLE as it will be used in the next step!

Sample

 

 

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Calculations to determine your protein sample: Students will be provided an excel spreadsheet containing Raw data (OD595 readings) from the Bradford Assay. From these results students will create a standard curve showing the absorbance versus protein amount (Āµg) for the standards and this can be used to determine the protein content of your cell lysate. Creating the Standard Curve In Excel:

Use these instructions in conjunction with Bradford calculations tutorial given in class.

1. The first thing to be done is to average all of your blank wells, e.g., Average Blank =Average(A1:A4).

2. Then you must average all of your standards in duplicates E.g., S1 (average) =Average(C1:D1), S2 (average) =Average(C2:D2) and so on.

3. Finally you must do the same for all of your samples. 4. Once you have done this, you must then normalise against background. In order to do

this you take all OD readings and minus the Average Blank. 5. Once all of the readings are normalised, you can create the standard curve using the BSA

standard protein concentration (calculated page 13, step 2) as the X-axis, and the Standard OD readings (minus blank) as the Y-axis. To do this fill in the standard concentrations in a column next to standard OD readings and highlight both columns, then go to Chart and select Scatter plot (Marked Scatter).

6. Once you have a graph on the page (ensuring Protein Concentration is X-axis and OD readings is Y-axis) Right click on one of the points and select ā€œAdd trend lineā€. Once this opens up select ā€œLinearā€ and ensure the intercept = 0, and make the equation and R2 value visible on the graph.

7. From the equation you can determine your total protein concentration. Calculating your protein concentration: Once you have your standard curve you can calculate the protein concentration (Āµg/Āµl) of your original sample (obtained in part A of this practical). You will need to take into account the dilution factor and the volume of your diluted sample (from step 3 of this procedure).

This is an example of the calculations required for determining your protein

concentration. Use these to assist your own calculations

but do not use the values included.

If your equation is

y=0.0246x and your Average OD (minus blank) is 0.13338, substitute y for

your OD value: y=0.0246x

0.13338=0.0246x

1. Then you solve for x (your protein concentration) y=0.0246x 0.13338=0.0246x

x=0.13338/0.0246 x= 5.422Āµg (in 10 ĀµL)

= 5.422Āµg/10

= 0.5422 Āµg/ĀµL this is your final concentration!!!

(This is the volume we added to the assay, so to determine Āµg/ĀµL (final)

concentration you must divide by 10).

 

 

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B. COATING ANTIGEN ONTO MICROTITRE PLATE Reagents and Equipment – Antigen (from last weekā€™s practical) – Coating buffer (0.016 M Na2CO3, 0.034 M NaHCO3, pH 9.6) – 96-well flat bottom ELISA plate – Yellow tips ProcedureS Note that some wells are treated differently to others- carefully follow the protocol below (particularly note the underlined points). 1. Use Bradford assay results to estimate total protein content in the

samples, and dilute protein samples to 0.005 Āµg/ĀµL in Coating buffer (which has been provided).

 

 

 

 

Use C1V1=C2V2 calculation to determine dilution of antigen:

Example:

If my lysate concentration is 0.5422 Āµg/ĀµL then the volume I need to add is:

C1V1=C2V2 V1= C2 x V2 = 0.005 Āµg/ĀµL X 3000 ĀµL = 27.665 ĀµL

C1 0.5422 Āµg/ĀµL

Now try it for yourself: If your lysate concentration is Āµg/ĀµL then the volume needed is: C1V1=C2V2 V1= C2 x V2 = 0.005 Āµg/ĀµL X 3000 ĀµL = ĀµL

C1 Āµg/ĀµL

2. Coat the wells with 100 ĀµL of diluted samples (equivalent to 0.5Āµg of antigen per well) to all wells.

3. Incubate the plate at 40C overnight.

C1= your sample lysate concentration (Āµg/ĀµL) V1= what we are trying to find out (ĀµL) C2=0.005 Āµg/ĀµL (final concentration) V2= 3 mL= 3000ĀµL (total volume required to coat a 96-well plate)

 

 

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Day 2

B. INDIRECT ELISA Background The indirect ELISA is used for the screening of antisera for specific antibodies and utilises semi-purified or purified antigen. Q: What does a direct ELISA identify? Antibodies are detected by coating the wells of microtitre plates with antigen, incubating the coated plates with test solutions containing specific antibodies, and washing away unbound antibodies. A solution containing a secondary antibody (against the test antibodies) conjugated to an enzyme such as horseradish peroxidase is then added to the plate. After incubation, unbound conjugate is washed away and substrate solution is added. After incubation, the amount of substrate hydrolysed is assessed by measuring the absorbance at 450 nm, using an ELISA plate reader. The measured amount is proportional to the amount of specific antibody in the test solution. Figure 3. Indirect ELISA to detect specific antibodies. Ag = antigen, Ab =

antibody, E = enzyme.

 

 

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Reagents and Equipment – 96-well flat bottom ELISA plate coated with antigen (prepared previously) – Yellow tips – Wash bottles – 1x PBS – PBS/Tween (1x PBS with 0.05% Tween 20) – Distilled water – Blotto (5% skim milk in PBS with 0.05% Tween 20) – Diluent (1% skim milk in PBS with 0.05% Tween 20) – Anti-Salmonella H-antigen polyclonal antibody – Anti-Shigella polyclonal antibody – Goat anti rabbit IgG ā€“ HRP conjugate – TMB substrate – 2 M H2SO4 – ELISA plate reader

Note that some wells are treated differently to others- carefully follow the protocol below (particularly note the underlined points).

1-3 done by staff)

Table 1) Template for ELISA assay.

 

 

 

 

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Procedure 1. Wash plate with 1X PBS/Tween once, and add 200 ĀµL of Blotto solution

(to all wells except A3, add 100 ĀµL PBS to A3) incubate for 1 hour at 370C with gentle shaking.

2. Discard Blotto solution, and wash wells with 3 times with PBS/Tween.

3. Add 100 ĀµL of diluent into well A1& A3, C2-12 and E2-12.

4. Add 200 ĀµL of Salmonella antiserum into well C1, and 200 ĀµL of Shigella antiserum into well E1. In well A2 & A3 add 100 ĀµL of Salmonella antiserum.

5. Make a serial dilution from C1 to C12 as following:

 

 

 

 

6. Repeat this process for Row E exactly as you have done for C.

 

 

 

7. Incubate the plate at 37oC for 1 hour with gentle shaking.

8. Discard primary antibody and wash wells 3 times with PBS/Tween.

9. Add 100 ĀµL of 1/5000 diluted Goat anti-rabbit IgG-HRP conjugate to all wells, except A2. Add 100 ĀµL of diluent in well A2.

10. Incubate the plate at 37oC for 1 hour with gentle shaking.

11. Discard antibody solution and wash 3 times with PBS/Tween, and once with distilled water.

Perform Step 12 & 13 to be completed in the Fume hood:

12. Add 100 ĀµL of TMB (tetramethylbenzidine) substrate to all wells (Blue colour will develop). Incubate the plates in dark for up to 30min (your demonstrator will define the length of incubation required).

13. Stop the reaction by addition of 100 ĀµL of 2M H2SO4 per well (TMB substrate will turn yellow).

14. The ELISA plates will be read at 450nm.

 

 

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PRACTICAL 2

ADHERENCE and INVASION ASSAYS

Background Most pathogenic bacteria causing infection require virulence determinants that enhance their ability to adhere to sites of infection and invade through the membrane. Humans possess several physical and chemical barriers to infectious agents, which are the same in all individuals. The similarity of these barriers has enabled microbial evolution that use mechanisms based on a similar theme. Adherence is the first and most important microbial mechanism for initiating the infectious disease process. Attachment or adhesion requires the involvement of a receptor on the host and a molecule on the surface of the microbe called an adhesin. Generally host receptors are carbohydrates while adhesins are usually proteins. For example, strains of E. coli possess one type of pilus, referred to as type 1 pili that bind to receptors containing the sugar mannose. Pili are adhesins found in many Gram-negative species. Gram-positive organisms, such as Streptococcus pyogenes, adhere to epithelial cells of the skin and nasopharynx. Epithelial cells are covered with the plasma glycoprotein fibronectin. Fibronectin acts as a receptor for the lipoteichoic acid adhesin of S. pyogenes. Some microbes do not remain on the epithelial surface but instead penetrate to subepithelial layers. The ability to penetrate below the epithelium is referred to as invasiveness. Salmonella Typhimurium is capable of invading the human intestinal epithelium. Salmonella, and some enteropathogenic E. coli strains, use a terminally differentiated epithelial cell, the M cell of the Peyerā€™s patch in the terminal ileum and in other gut-associated lymphoid tissue, as a portal of entry into the host. The M cells found in Peyerā€™s patches are thought to internalise luminal contents for delivery to underlying antigen-presenting cells. M cells possess fewer lysosomes and a sparse mucus layer that makes them a prime target for invasive bacterial pathogens. In this experiment, the invasiveness of Salmonella Typhimurium 82/6915 will be determined. E. coli DH5Ī± is used as a control (this strain of E. coli is not invasive). References:

1. Boyd, Robert F., Basic medical microbiology. 5th ed. 1995. Little Brown & Company (Inc.)

2. Neidhardt, Frederick C., Escherichia coli and Salmonella. 2nd ed. 1996.

ASM Press.

 

 

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Figure 4. Electron Micrograph of E. coli adhering to the intestinal epithelium (From H. W. Moon, B. Naggy, and R. E. Isaacson, J. Infect. Dis. 136[Suppl.]:124, 1977)

Cancer Cells in Culture Both normal cells and cancer cells can be cultured in vitro in the laboratory. However, they behave quite differently. Normal cells pass through a limited number of cell divisions (50 is about the limit) before they decline in vigor and die. This is probably caused by their inability to synthesize telomerase. Cancer cells may be immortal; that is, proliferate indefinitely in culture. For example INT407 cells are cultured in laboratories around the world. They are all descended from cells removed from the human embryonic intestinal epithelium. Cancer cells in culture produce telomerase.

 

 

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Day 1 Materials

– DMEM (Dulbeccoā€™s Modified Eagle Medium) – Salmonella Typhimurium 82/6915 culture – E. coli DH5Ī± culture – 24-well plate (12 wells seeded with INT407 cells) – PBS (phosphate buffered saline) – Gentamycin (200 Āµg/mL) – Triton X-100 (0.1%) – LB agar plates – Sterile spreaders – Sterile Eppendorf tubes – Plastic dropper – Incubator (37Ā°C, 5% CO2)

Procedure Note: Salmonella Typhimurium 82/6915 is a non-attenuated wild type strain and hence, is virulent and infectious. Wear gloves at all times during the experiment. 1. Each pair is provided with Salmonella Typhimurium 82/6915 and

Escherichia coli DH5Ī±. Determine the cell count for both bacterial cultures. You are given the optical density reading of the cell growth at 600 nm. Using the following formula, dilute your bacteria to 5 x 107 CFU in a total volume of 1 mL in 1 x DMEM.

(OD600 x 7.65) ā€“ 0.3 =? X 109 CFU/mL

2. You are supplied with a 24 well plate, which has 12 wells containing a

monolayer of INT407 cells. The cells have been seeded out at 105 cells per well. Wash the monolayer in each well gently with PBS 3 times (500 Āµl of PBS each time).

Growing INT407 cells are adherent ā€“ that means, they stick to the bottom of the well and multiply. Hence, you can discard growth medium/PBS by carefully tipping the medium off.

 

 

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3. Label the plate with columns 1-3 and rows a-d (Figure 5).

 

 

Blank = 1 x DMEM Column 1 ā€“ Control (blank ā€“ DO NOT ADD ANY BACTERIA) Column 2 ā€“ Adhesion and invasion (Stripes) Column 3 ā€“ Invasion only (Spots) 4. Add 200 ĀµL of 1 x DMEM to all wells in column 1. 5. Add 200 ĀµL of 5 x 107/mL bacteria (in DMEM) according to the diagram

shown above. This will equate to 1 x 107 bacteria per well.

6. Incubate at 37 Ā°C in CO2 incubator for 1.5 hour.

During this incubation both E. coli and Salmonella will adhere to the INT407 cells. Only Salmonella will invade the INT407 cells, as E. coli DH5Ī± is incapable of invading host cells. During this incubation period, label the tubes you will need for subsequent steps as outlined on page 23.

7. Wash the monolayer gently with PBS three times (500 Āµl of PBS each time).

8. To columns 1 and 3 add 200 ĀµL of 200 Āµg/mL gentamycin. To column 2 add 400 ĀµL/well of 0.1% Triton X-100.

A

B

C

D

3 1 2

Blank SALMONELLA E. COLI

FIGURE 5

 

 

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Note: Gentamycin kills the bacteria that have adhered but not those that have invaded. Triton X-100 lyses INT407 cells releasing any bacterial cells that have invaded the INT407 cells.

9. Incubate at 37Ā°C in CO2 incubator for 15 minutes.

10. Remove 20 ĀµL from wells A2 – D2 (mix the well with a pipette first).

Immediately return the plate to the incubator.

11. Make serial dilutions (in 1X PBS) of the samples from the 4 wells of

column 2 and plate out 100 ĀµL of 10-2 and 10-3 dilutions onto LB agar. Label these plates adhesion (E. coli or Salmonella).

 

12. Incubate column 1 and 3 for a further 45 minutes at 37Ā°C in CO2 incubator.

13. Wash the monolayer three times with PBS.

14. Add 400 ĀµL of 0.1% Triton X-100 to columns 1 and 3 and incubate at

37Ā°C in CO2 incubator for 15 minutes. 15. Make serial dilutions (in 1X PBS) of the 4 wells of column 3 and only A1

from column 1 plate out 100 ĀµL of 10-1 and 10-2 dilutions onto LB agar. Label plates from column 3 invasion (E. coli or Salmonella) and that from A1 control

 

 

16. Incubate LB agar plates at 37Ā°C overnight.

 

 

Practical manual Immunology

24

Table 2. Labelling instructions for Eppendorf tubes for dilutions in steps 11-15.

 

Step Well Sample Dilutions req. for plating

Tube labels No.

Tubes req.

11 Adhesion and Invasion

A2 E. coli 10-2, 10-3 A2 E -2 and A2 E -3 3

B2 E. coli ā€œ B2 E -2 and B2 E -3 3

C2 S. Typhimurium ā€œ C2 S -2 and C2 S -3 3

D2 S. Typhimurium ā€œ D2 S -2 and D2 S -3 3

TOTAL (step 9) 12 tubes

 

15 Invasion only

A3 E. coli 10-1, 10-2 A3 E -1 and A3 E -2 2

B3 E. coli ā€œ B3 E -1 and B3 E -2 2

C3 S. Typhimurium ā€œ C3 S -1 and C3 S -2 2

D3 S. Typhimurium ā€œ D3 S -1 and D3 S -2 2

 

A1 Blank 10-1, 10-2 A1 B -1 and A1 B -2 2

TOTAL (step 11) 10 tubes

Total for assay 22 tubes

 

 

Practical manual Immunology

25

Day 2 Count colonies on plates and record all results as a group. Use following table to record group results. You will have duplicate plates for the same sample at the same dilution. Record your average colony count in the table.

Group

ADHERENCE INVASION QC

BLANK E. coli Salmonella E. coli Salmonella

10-2 10-3 10-2 10-3 10-1 10-2 10-1 10-2 10-1 10-2

1

2

3

4

5

6

7

8

Check for any colonies on control plates and record all results.

Results are expressed as a percentage of the total number of colonies adhered or invaded divided by the inoculum.

Total %

Adhered Bacteria Total %

Invaded Bacteria Further, calculate % of bacterial cells invaded compared to those that adhered

using the total number of cells adhered.

% Invasion compared to

adhesion

 

= Number of colonies adhered X dilution factor X 100 Original inoculum

=

= Number of colonies invaded X dilution factor X 100 Number of colonies adhered =

= Number of colonies invaded X dilution factor X 100 Original inoculum =

 

 

Practical manual Immunology

26

PRACTICAL 3

Immunology Prac 3. Bioinformatics

For your write-up of this practical, give an introduction on computational methods of epitope prediction (approx half a page), noting both T and B cell, and the differences. Answer the questions posed below in bold, with reasoning. 1. Use the following sequence: >gi|45384056|ref|NP_990483.1| ovalbumin [Gallus gallus] MGSIGAASMEFCFDVFKELKVHHANENIFYCPIAIMSALAMVYLGAKDSTRT QINKVVRFDKLPGFGDSIEAQCGTSVNVHSSLRDILNQITKPNDVYSFSLASR LYAEERYPILPEYLQCVKELYRGGLEPINFQTAADQARELINSWVESQTNGII RNVLQPSSVDSQTAMVLVNAIVFKGLWEKTFKDEDTQAMPFRVTEQESKPV QMMYQIGLFRVASMASEKMKILELPFASGTMSMLVLLPDEVSGLEQLESIINF EKLTEWTSSNVMEERKIKVYLPRMKMEEKYNLTSVLMAMGITDVFSSSANLS GISSAESLKISQAVHAAHAEINEAGREVVGSAEAGVDAASVSEEFRADHPFL FCIKHIATNAVLFFGRCVSP Using http://www.syfpeithi.de/home.htm , determine which is the dominant CD8 epitope in mice. Use H2-kb, and search for octomers. Try human HLA-B*08, again octomers. Is the same peptide dominant? Is it predicted that HLA-B*08 can present this peptide? This peptide is widely used in antigen presentation assays in immunology. Does BIMAS http://www-bimas.cit.nih.gov/molbio/hla_bind/ also predict this as the dominant peptide? Using the Hopp-Woods tool at http://www.vivo.colostate.edu/molkit/hydropathy/index.html find the most hydrophilic region of the protein. Where is it? Why might it be important to know this? 2. If you were going to design a peptide vaccine to (A) induce CTLā€™s, or (B) induce antibodies from the following sequence, which regions would you choose? Assume you will test in H2-Db mice. LPKSFDARVEWPHCPSISEIRDQSSCGSCWAFGAVEAMSDRICIKSKGKHK PFLSAENLVSCCSSCGMGCNGGFPHSAWLYWKNQGIVTGDLYNTTNGCQP YEFPPCEHHVIGPLPSCDGDVETPSCKTNCQPGYNIPYEKD 3. Using PAProc, http://www.paproc.de/ predict the proteolytic products from ovalbumin after processing by the human wild-type 1 proteosome.

 

 

Practical manual Immunology

27

Is the dominant H2-kb epitope in mice available for loading onto human MHC? Around what proportion of the protein would be available for presentation? 4. B cell epitope prediction. These are much more complex, as often epitopes represented by antibody are not linear, and therefore are derived from different regions of the polypeptide chain. If detailed knowledge of the protein structure is known, then prediction may be easier. Generally, prediction revolves around the prediction of surface regions. Go to http://tools.immuneepitope.org/tools/bcell/iedb_input Input the ovalbumin sequence. Use each of the algorithms to see the output. What does each predict for the ovalbumin sequence, and why is this important? Are any of the peptides predicted by more than one method?

 

 

Practical manual Immunology

28

APPENDIX: Material Safety Data Sheet for Tetramethyl Benzidine (TMB)

EMERGENCY OVERVIEW NON-CARCINOGENIC ANALOG OF BENZEDINE, MILD OXIDIZING AGENT

PRODUCT IDENTIFICATION Form: liquid Colour: Colourless to light yellow Boiling point: approx. 100 Ā°C Solubility in water: miscible: Stability: The product is stable for a minimum of 1 year at 2Ā°-25Ā°C. Protect from direct UV light. Avoid elevated temperatures.

Incompatibility: Strong oxidizing agents and metals.

 

HEALTH HAZARD INFORMATION Primary routes of Exposure: Routes of exposure: may be absorbed by ingestion. Inhalation: Inhalation of vapours is unlikely at normal temperature. Skin: skin contact may cause irritation. Eyes: Splashes may cause irritation. Ingestion: May cause irritation. Accidental exposure/spillage information: Personal precautions: Use personal protection. Ventilate area of leak or spill. Methods for cleaning up/collecting: absorb spillage with an inert material and place spillage in a suitable container for disposal.

 

PRECAUTIONS FOR USE Personal protective equipment: respiratory protection: none with normal use. Skin protection: use gloves of rubber or plastic. Eye protection: wear tight fitting safety goggles when risk of splashing.

 

 

Practical manual Immunology

29

First Aid: Inhalation: Remove to fresh air. Keep at rest. If needed: get medical attention. Skin contact: Remove contaminated clothing and wash with soap and water. Eye contact: Immediately flush with water or physiological salt water, holding eye lips open, remember to remove contact lenses, if any. If needed: get medical attention.

Ingestion: Rinse mouth and drink plenty of water. Keep under surveillance. If needed get medical attention.

Information: show this Safety Data Sheet to doctor or emergency ward. SAFE HANDLING INFORMATION Flammability: Not flammable. Personal precautions: Use personal protection. Ventilate area of leak or spill. Methods for cleaning up/collecting: absorb spillage with an inert material and place spillage in a suitable container for disposal.

Safe storage: in a well closed container. Storage is recommended at 2 to 25Ā°C. Disposal: Do not empty large amounts into water or drains.

Practical manual Immunology

 
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Biology 121 Lab

Biology 121 Lab. 1. A.Ā  Briefly, outline the main steps of the photosynthetic pathway.Ā  Be sure to indicate how the light-dependent and light-independent reactions are coupled.

B. Why is Chlorophyll-a central to the light-dependent reactions?Ā  AND ā€“ What important role(s) do accessory pigments play in this process?

2. Consider last weekā€™s laboratory exercise concerning carbon-fixation in an aquatic plant.Ā  Recall, we used BTB to monitor pH of the surrounding medium as a proxy for CO2 concentration.Ā Ā Ā  Why might we expect to see a DECREASE in pH in the plant/dark tube?Ā  (i.e., What metabolic process might contribute to this result?)
3.Ā  If a farm pond, stocked with fish and plants, were measured for pH at sunrise and sunset what would be the results?Ā  Why?
4. Describe the redox reaction that was the subject of the ā€œHill reactionā€.Ā  What is normally the final electron acceptor and what did we use as a substitute? Why did we use what we used?

CELLULAR RESPIRATION

 

 

What is CELLULAR respiration?

chemical E (glucose) + O2 ā†’ ā€œbiochemical currencyā€ (ATP)

C6H12O6 + 6 O2 ā†’ 6 CO2 + 6 H2O + E

ļƒ˜ā€Æ Oxygen (O2) is ESSENTIAL for AEROBIC respirationā€¦

ļƒ˜ā€Æ 4 main stepsā€¦1 is common to both aerobic AND anaerobic respiratory pathwaysā€¦

 

 

Aerobic vs. Anaerobic Respiration

ļ¬ā€Æ Aerobic ļƒ¼ā€Æ requires O2 ļƒ¼ā€Æ 4 main steps ļƒ¼ā€Æ yields up to 38 ATP glucose-1 ļƒ¼ā€Æ obligate aerobes, facultative anaerobes

ļ¬ā€Æ Anaerobic ļƒ¼ā€Æ NO O2 required ļƒ¼ā€Æ 1 main step ļƒ¼ā€Æ yields 2 ATP glucose-1 ļƒ¼ā€Æ obligate anaerobes

 

 

The Mitochondrion

ā€¢ā€Æ Glucose is broken down in the cytoplasm ā€¢ā€Æ Krebā€™s Cycle occurs in the matrix ā€¢ā€Æ Electron transport occurs in/on the cristae

(envelope)

 

 

Aerobic Respiration

C6H12O6 + 6 O2 ā†’ 6 CO2 + 6 H2O + E

Step 1: Glycolysis (ā€œglycoā€ ā€œlysisā€; cytoplasm)*

glucose ā†’ 2 pyruvate + 2 ATP + 2 NADH2 (6C) (3C)

cytoplasm

glycolysis

 

 

Step 2: Pyruvate Oxidation (mito matrix)

2 pyruvate ā†’ 2 Acetyl CoA + 2 CO2 + 2 NADH2 (3C) (2C)

pyruvate oxidation

matrix

 

 

Step 3: Krebā€™s Cycle (aka TCA Cycle or Citric Acid Cycle; mito matrix)

2 Acetyl CoA + 2 Oxaloacetic Acid (2C) (4C)

2 Citric Acid + 4 CO2 + 2 ATP + 6 NADH2 + 2 FADH2 (6C)

Krebā€™s Cycle

matrix

 

 

Step 4: Oxidative Phosphorylation (aka e- transport; mito cristae)

ļ¬ā€Æ NADH2 + FADH2 are involved with e – transport

ļƒ¼ā€Æ donate e- to carriers in the transport chain ļƒ¼ā€Æ pumping of H+ ions ā†’ [ ] gradient ļƒ¼ā€Æ generation of ATP

ļ¬ā€Æ O2 is the final e- acceptor oxidative phosphorylation

cristae

 

 

out

in

mito matrix

intermembrane space

NADH2 & FADH2

ATP synthase

 

 

Summary ļ¬ā€Æ 3 ATP per NADH2 (x 10) (= 30; steps 1-3) ļ¬ā€Æ 2 ATP per FADH2 (x 2) (= 4; step 3) ļ¬ā€Æ 4 ā€œsubstrate-levelā€ ATP (= 4; steps 1 & 3)

38 TOTAL glucose-1

ļƒ˜ā€Æ Theoretical maximum = 38 ATPā€¦no system is perfect!

āˆ“ this number is rarely [if ever] achievedā€¦

 

 

Anaerobic Respiration

glucose ā†’ 2 pyruvate + 2 ATP + 2 NADH2 (6C) (3C)

2 lactate 2 ethanol + 2 CO2 (= fermentation) (3C) (2C)

– animals – plants – microbes – microbes

demand > O2 release of metabolic poison

 

 

5.1 Respiration in Peas Protocol 5.1: Germinating vs. Non-germinating

ā‡’ā€Æ Atmospheric/background CO2 level = 350-400 ppm

1.ā€Æ Obtain 25 germinating peas & blot dry 2.ā€Æ Place the peas in the respiration chamber 3.ā€Æ Place the CO2 sensor in the chamber 4.ā€Æ Wait 1 minute ā†’ begin collecting data for 5 minutes 5.ā€Æ Measure & record the weight (g) of the peas 6.ā€Æ Place the germinating peas in a beaker and place on ice for 5 minutes 7.ā€Æ Follow the instructions on pg. 4

ļƒ¼ā€Æ determine the rate of respiration (slope, m = rate; ppm CO2 min-1) ļƒ¼ā€Æ store the data for comparison with other measurements

15.ā€Æ Rinse and dry chamber 16.ā€Æ Place the CO2 sensor in the chamber with non-germinating peas 17.ā€Æ Wait 1 minute ā†’ begin collecting data for 5 minutes 18.ā€Æ Follow the instructions on pg. 4

ļƒ˜ā€Æ Use a notebook to ā€œfanā€ (i.e., clear) the sensor for 1 minute, returning the CO2 level to 300-400 ppm between EACH measurement!

 

 

5.2 Respiration in Peas Protocol 5.2: Room vs. Cold Temperature

1.ā€Æ Empty the chamber by PUTTING THE NON-

GERMINATING PEAS BACK ON THE SIDE BENCH, and ā€œclearā€ itā€¦

2. Rinse and dry chamber

3. Repeat steps 1-7 (Protocol 5.1) using COLD germinating peas

 

 

5.3 Respiration in Crickets Protocol 5.3: Room vs. Cold Temperature

1.ā€Æ Obtain 5-8 crickets & place in the respiration chamber 2.ā€Æ Place the CO2 sensor in the chamber 3.ā€Æ Wait 1 minute ā†’ begin collecting data for 5 minutes 4.ā€Æ Measure & record the weight (g) of the crickets 5.ā€Æ Place the crickets in the chamber on ice for 5 minutes (or until static) 6.ā€Æ Follow the instructions on pg. 4

ļƒ¼ā€Æ determine the rate of respiration (slope, m = rate; ppm CO2 min-1) ļƒ¼ā€Æ store the data for comparison with other measurements

7.ā€Æ Repeat steps 1-6 using COLD crickets 8.ā€Æ Rinse & dry the respiration chamber when finished

ļƒ˜ā€Æ Use a notebook to ā€œfanā€ (i.e., clear) the sensor for 1 minute, returning the CO2 level to 300-400 ppm between EACH measurement!

 

 

Do the results support your predictions? Peas ļ¬ā€Æ Germinating vs. Non-Germinating

ļƒ¼ā€Æ germinating > non-germinating ļƒ¼ā€Æ WHY?

ļ¬ā€Æ Room vs. Cold Temperature ļƒ¼ā€Æ room > cold ļƒ¼ā€Æ WHY?

Germinating

Germinating/COLD

Non-germinating

 

 

Do the results support your predictions?

Crickets ļ¬ā€Æ Room vs. Cold Temperature

ļƒ¼ā€Æ room > cold ļƒ¼ā€Æ WHY?

ļƒ˜ā€Æ What about PEAS vs. CRICKETS?? ļƒ˜ā€Æ Why is it important to ā€œnormalizeā€ by some

biological parameter (= fresh weight) for comparison?

Biology 121 Lab

 
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Biology 301 Pamphlet Assignment

Biology 301 Pamphlet Assignment. Biology 301 Pamphlet Assignment

Pamphlet addressing non-scientific community and presentation

 

Addresses Learning Outcome:

Recognize risk factors leading to disease and identify preventive measures and treatments.

This assignment is designed for you to demonstrate your ability to communicate your knowledge of a disease to the lay (non-scientific and non-medical) public.

Botulism

The disease or disorder should not be a common (uncommon) chronic disease or a unique preventable disease that has already addressed in our course.Ā Ā Common diseases include coronary artery disease, Alzheimer disease, arthritis, diabetes, AIDS, hypo- and hyper-thyroidism, hypertension, psoriasis, sleep apnea, Lymeā€™s Disease, sinusitis, allergic rhinitis, mononucleosis, asthma, urinary tract infections, many STDs (check with your instructor), irritable bowel disease, strep throat, MRSA, polio, tuberculosis, Lockjaw, anorexia nervosa, autism, Down syndrome, and many cancers (check with your instructor).Ā Ā For any additions to this list, check with your instructor.

 

Process

Create an informative pamphlet about the chosen chronic or preventable disease for a non-scientific community. Ideally, the pamphlet should be in the form of a six-page pamphlet.

 

Content

The pamphlet should contain the following:

Content and language that targets a lay audience.Ā Ā All terms should be explained and diagrams and graphics should be provided to clarify concepts and ideas.

A brief description of the disease, including its symptoms and signs

Explanation of the effects of the disease on healthy body function including cellular, tissue, organ and organ system levels

Risk factors contributing to the onset of the disease

Description of preventive steps to avoid the disease (if avoidable)

Available diagnostic and therapeutic tools

Outcomes of the disease (such as prognosis or recovery potential)

Information about how a person suffering from the disease can maintain a desirable quality of life, minimize or slow the progress of the disease

 

Body of the pamphlet

At a minimum, your pamphlet should contain the following required elements:

Introduction

Addresses signs, symptoms

Explains effects of the disease on healthy body functions, and relates this to signs and symptoms

Analyzes risk factors and preventive steps

Describes maintenance of quality of life

Discusses diagnostic and therapeutic tools

Explains expected outcomes and prognosis

Describes current areas of research into prevention, treatment or cure

Describes possible future areas of research into prevention, treatment or cure

Conclusion – summary of your findings

Final list of references included in pamphlet

Clarity, proper grammar, punctuation, spelling

 

List all references at the end of your pamphlet. You must use at least five references from credible, scientifically rigorous sources and cite them using American Psychological Association (APA) style. Two or more references should be from the UMUC Library. The references cited should be no older than seven years (published 2004 – 2011).Ā Ā References should be listed on a separate page that does not count toward the required length of the paper.

 

Format of the pamphlet

Single-spaced

Two tri-fold pages (if printed back to back this tri-fold would be one page printed on both sides)

All content written in your own words

Reference citations included in APA format (not part of the tri-fold; should be provided on a separate page)

 

 

Pamphlet and PPT presentation (10%):Ā Explain a disease of the reproductive system that has a genetic basis ā€” risk factors, prevention, maintenance of health, treatment, outcomes; chronic diseaseā€”maintenance of state (prevention/slow progression), quality of life. If none is to your liking, OK to choose another disease that you have not chosen before. Also explain the disease’s effects on the body.Ā  Post the Pamphlet in your Assignments FolderĀ butĀ the PPT in the Discussion of week # 8.

Biology 301 Pamphlet Assignment

 
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Broyles Textbook Exercise 1 Excel Spread Sheet URGENT IN 2 Hrs

Broyles Textbook Exercise 1 Excel Spread Sheet URGENT IN 2 Hrs.

Broyles textbook exercise 1
Use Excel to complete “Exercise 1” on page 247 (Regression Analysis) in the textbook.
2) Answer the questions at the end of the exercise. There needs to be at least 150 words written to answer the questions regarding the numbers and information regarding Regression Analysis.
3) APA format is not required, but solid academic writing is expected.
4) This assignment uses a grading rubric. Instructors will be using the rubric to grade the assignment; therefore, students should review the rubric prior to beginning the assignment to become familiar with the assignment criteria and expectations for successful completion of the assignment.
Fundamentals of statistics in health administration
Broyles, R. W. (2006). Fundamentals of statistics in health administration. Sudbury, MA: Jones and Bartlett Publishers, LLC. ISBN-13: 9780763745561 (Available as eBook)
http://gcumedia.com/digital-resources/jonesandbartlett/2006/fundamentals-of-statistics-in-health-administration_ebook_1e.php
See attached copies of the scanned items one has the question on 247 and that questions tell you to look at another question to retrieve the data and answer the questions.Please note that the zip lock attachment has the question information you will need to do the excel and I attached the name of the book ect to do the written part. Please excuse the email address
I have a zip file where do i upload its not uploading on the order pageBroyles textbook exercise 1

Use Excel to complete “Exercise 1” on page 247 (Regression Analysis) in the textbook.

2) Answer the questions at the end of the exercise.

3) APA format is not required, but solid academic writingĀ is expected.

4) This assignment uses a grading rubric. Instructors will be using the rubric to grade the assignment; therefore, students should review the rubric prior to beginning the assignment to become familiar with the assignment criteria and expectations for successful completion of the assignment.

Ā Fundamentals of statistics in health administration

Broyles, R. W. (2006). Fundamentals of statistics in health administration. Sudbury, MA: Jones and Bartlett Publishers, LLC. ISBN-13: 9780763745561 (Available as eBook)

http://gcumedia.com/digital-resources/jonesandbartlett/2006/fundamentals-of-statistics-in-health-administration_ebook_1e.php

See attached copies of the scanned items one has the question on 247 and that questions tell you to look at another question to retrieve the data and answer the questions.

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Broyles Textbook Exercise 1

 

Ā  1 Unsatisfactory 0.00% 2 Less Than Satisfactory 65.00% 3 Satisfactory 75.00% 4 Good 85.00% 5 Excellent 100.00%
70.0 %Content Ā 
40.0 %Performance of Exercise 1 on p. 247 of Broyles Using Excel to do the Regression Analysis and Answering the Questions Attached Failure to demonstrate the ability to use Excel to do the regression analysis and correctly answer the questions attached. Demonstrates only minimal ability to use Excel to do the regression analysis and correctly answer the questions attached. Demonstrates ability to use Excel to do the regression analysis and correctly answer the questions attached, but has some slight misunderstanding of the process and applications. Demonstrates ability to use Excel to do the regression analysis and correctly answer the questions attached (in student’s own words). Demonstrates clearly and fully the ability to use Excel to do the regression analysis and correctly answer the questions attached (in the student’s own words).  
30.0 %Integration of Information from Outside Resources into the Body of Paper Failure to use references, examples, or explanations. Provides some supporting examples, but minimal explanations and no published references included. Supports main points with examples and explanations, but fails to include published references to support claims and ideas. Supports main points with references, explanations, and examples. Analysis and description is direct, competent, and appropriate of the criteria. Supports main points with references, examples, and full explanations of how they apply. Thoughtfully analyzes, evaluates, and describes major points of the criteria.  
20.0 %Organization and Effectiveness Ā 
7.0 %Assignment Development and Purpose Paper lacks any discernible overall purpose or organizing claim. Thesis and/or main claim are insufficiently developed and/or vague; purpose is not clear. Thesis and/or main claim are apparent and appropriate to purpose. Thesis and/or main claim are clear and forecast the development of the paper. It is descriptive and reflective of the arguments and appropriate to the purpose. Thesis and/or main claim are comprehensive. The essence of the paper is contained within the thesis. Thesis statement makes the purpose of the paper clear.  
8.0 %Argument Logic and Construction Statement of purpose is not justified by the conclusion. The conclusion does not support the claim made. Argument is incoherent and uses noncredible sources. Sufficient justification of claims is lacking. Argument lacks consistent unity. There are obvious flaws in the logic. Some sources have questionable credibility. Argument is orderly, but may have a few inconsistencies. The argument presents minimal justification of claims. Argument logically, but not thoroughly, supports the purpose. Sources used are credible. Introduction and conclusion bracket the thesis. Argument shows logical progression. Techniques of argumentation are evident. There is a smooth progression of claims from introduction to conclusion. Most sources are authoritative. Clear and convincing argument presents a persuasive claim in a distinctive and compelling manner. All sources are authoritative.  
5.0 %Mechanics of Writing (includes spelling, punctuation, grammar, language use) Surface errors are pervasive enough that they impede communication of meaning. Inappropriate word choice and/or sentence construction are used. Frequent and repetitive mechanical errors distract the reader. Inconsistencies in language choice (register), sentence structure, and/or word choice are present. Some mechanical errors or typos are present, but are not overly distracting to the reader. Correct sentence structure and audience-appropriate language are used. Prose is largely free of mechanical errors, although a few may be present. A variety of sentence structures and effective figures of speech are used. Writer is clearly in command of standard, written, academic English.  
10.0 %Format Ā 
5.0 %Paper Format (Use of appropriate style for the major and assignment) Template is not used appropriately, or documentation format is rarely followed correctly. Appropriate template is used, but some elements are missing or mistaken. A lack of control with formatting is apparent. Appropriate template is used. Formatting is correct, although some minor errors may be present. Appropriate template is fully used. There are virtually no errors in formatting style. All format elements are correct.  
5.0 %Research Citations (In-text citations for paraphrasing and direct quotes, and reference page listing and formatting, as appropriate to assignment and style) No reference page is included. No citations are used. Reference page is present. Citations are inconsistently used. Reference page is included and lists sources used in the paper. Sources are appropriately documented, although some errors may be present Reference page is present and fully inclusive of all cited sources. Documentation is appropriate and citation style is usually correct. In-text citations and a reference page are complete and correct. The documentation of cited sources is free of error.  
100 %Total Weightage    

 

 

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Broyles Textbook Exercise 1 Excel Spread Sheet URGENT IN 2 Hrs

 
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