The Antibacterial Effects of Honey on Microbial Flora science/PJAS/PJAS 14 … · • Anti-virals...
Transcript of The Antibacterial Effects of Honey on Microbial Flora science/PJAS/PJAS 14 … · • Anti-virals...
The Antibacterial Effects of Honey on Microbial Flora
Ryan NguyenGrade 10
Central Catholic High school
Antimicrobials
Artificial• Antibiotics• Disinfectants• Sulfa drugs• Anti-virals• Anti-fungals• Anti-protozoals• Iodine• Tryclosan• Bleach
Natural• Onions and garlic• Cruciferous vegetables
– Cabbage– Spinach– Kale
• Fermented foods– Loaded with microflora
• Herbs• Honey
Background Information• Known for its healing properties for
thousands of years• Ancient Greeks used it along with other
groups of people• Up to second World War honey was still
used• Modern antibiotics reduced honey in
medicinal use• Some honey can kill certain strains of
antibiotic-resistant bacteria• Mixed with water and oxygen, honey
creates glutonic acid and hydrogen peroxide which are antibacterial
Honey Tree’s Sugar Free Imitation Honey®
• Artificial honey created as a substitute • Sugar free• Said to be perfect for diabetics• Ingredients
– Malitol syrup– Natural and artificial flavors– Acesulfame K– Malic acid
Thrifty Bee™ Honey
• Dark & robust real honey• Low in fat & sodium• Extremely high in sugar• Ingredients
– Honey
Human Bacterial Flora
• Microorganisms that reside in or on the surface of the body – Respiratory, urinary, digestive tracts and skin
• Consists of mostly bacteria, protists, fungi and archea
• Most are harmless, but some can cause disease• Most studies based on ingested materials on
human cells, BUT humans are a collection of cells and symbionts
• Estimated 10% of body mass is symbionts
Gram (-) Vs. Gram (+) Bacteria
• Cell wall contains an extra layer of lipopolysaccharides for extra protection
• Outer membrane protects bacteria from several antibiotics
Most pathogenic bacteria in humans are Gram (+) organisms
Simple cell wall Some antibiotics work against the
formation of the cell wall
Escherichia coli
• One of most common forms of bacteria found in many environments
• Gram (-) bacilli• Part of human flora; found in colon and digestive
tract• Reproduction time of 30 minutes• Most are non-pathogenic• Aerobic
Staphylococcus epidermidis
• Common surface symbiont in mammals• Gram (+) cocci• Most are non-pathogenic• Part of human skin flora• Forms biofilms• Aerobic
Previous Studies
• Raw and processed honey prevented bacterial growth and found to be an effective bactericide
• Honey produces hydrogen peroxide, contributing to its antibacterial effects
Purpose
• To determine if two brands of honey, Honey Tree’s Sugar Free Imitation Honey® and Thrifty Bee™ Honey, will significantly affect the survivorship of E. coli or Staph
Hypothesis
• Null Hypothesis:Honey Tree’s Sugar Free Imitation Honey® and Thrifty Bee™ Honey will not significantly affect the survivorship of Staph or E. coli.
• Alternative Hypothesis:Honey Tree’s Sugar Free Imitation Honey® and Thrifty Bee™ Honey will significantly reduce the survivorship of Staph and E. coli.
Materials• LB Media (0.5% yeast extract, 1%
tryptone, 1% sodium chloride)• Luria Broth agar plates • E. coli DH5 Alpha• Staphylococcus epidermidis• Pipets• Sterile Dilution Fluid [SDF] (100
mM KH2PO4, 100 mM K2HPO4, 10 mM MgSO4, 1mM NaCl)
• Sterile test tubes
• Sterile spreader bars• Incubator• Ethanol• Matches• Turntable• Bunsen burner• Vortex• Thrifty Bee™ Honey• Sugar Free® Honey• Sidearm flask• Klett spectrophotometer
Procedures – Liquid Pulse1. E. Coli & Staph was grown overnight in sterile LB media.2. Sample of the overnight culture was added to fresh media
in a sterile sidearm flask.3. The culture was incubated at 37°C until a density of 50
Klett spectrophotometer units was reached (Cell density approximately 108 cells/mL).
4. The culture was diluted in a sterile dilution fluid to a concentration of approximately 105 cells/mL.
5. The selected honey variables were diluted with sterile dilution fluid to the chosen concentrations to a total of 9.9 mL.
Procedures – Liquid Pulse
6. 100 µL of cell culture was then added to the test tubes, yielding a final volume of 10 mL and a cell density of approximately 103 cells/mL.
7. The solution was then mixed by vortexing and allowed to sit at room temperature for 5 minutes.
8. After vortexing to evenly suspend cells, 100 µL aliquots were removed from the tubes and spread on LB agar plates.
9. The plates were incubated at 37°C for 24 hours.10. The resulting colonies were counted visually. Each colony is
assumed to have risen from one cell.
Chart of Concentrations (mL)
0% Concentration
1% Concentration
10% Concentration
50% Concentration
Microbe 0.1 mL 0.1 mL 0.1 mL 0.1 mL
SDF 9.9 mL 9.8 mL 8.9 mL 4.9 mL
Honey Brand 0 mL 0.1 mL 1 mL 5 mL
Total 10 mL 10 mL 10 mL 10 mL
Agar Infusion1. Honeys were directly infused into molten LB agar at
the following concentrations (0%, 1%, 10%)2. 100 mL aliquots from the liquid pulse control tube
(0% honey) were plated on to the infused plates3. The plates were incubated for 24 hours at 37° and
the resulting colonies counted.
Statistical Analyses
ANOVA: Single Factor• Analysis of Variation• Statistical test that
compares the means of multiple groups
• P-value from ANOVA testing identifies significance if P-value is < 0.05
Dunnett’s Test• Statistical test that
compares an experimental group directly to the control group
• Identifies that the experimental group is significantly different than the control if t-value > t-crit
P-value: 1.44E-17
P-value: 1.01E-16Sig: 0.01059
Sig: 0.00746
Sig: 0.00941
Variable Concentration T-value Interpretation
T-Crit: 3.10E. coli 1% Sugar Free 9.23 Significant
Thrifty Bee 11.20 Significant
10% Sugar Free 17.73 Significant
Thrifty Bee 18.04 Significant
50% Sugar Free 38.40 Significant
Thrifty Bee 35.15 Significant
Dunnett’s Test: Liquid Pulse
P-value: 2.59E-12
P-value: 7.92E-14Sig: 0.04997
Not Sig: 0.22589
Sig: 0.00884
Variable Concentration T-value Interpretation
T-Crit: 3.10
Staph 1% Sugar Free 10.85 Significant
Thrifty Bee 8.44 Significant
10% Sugar Free 28.53 Significant
Thrifty Bee 37.20 Significant
50% Sugar Free 42.48 Significant
Thrifty Bee 58.29 Significant
Dunnett’s Test: Liquid Pulse
P-value: 1.38E-22P-value: 4.66E-18Sig: 1.17E-06
Sig: 0.04044
Variable Concentration T-value Interpretation
T-Crit: 2.61E. coli 1% Sugar
Free10.65 Significant
Thrifty 9.51 Significant10% Sugar
Free24.21 Significant
Thrifty 22.03 Significant
Dunnett’s Test: Agar Infusion
P-value: 5.72E-21
P-value: 3.66E-21
Sig: 0.00079
Not Sig: 0.62660
Variable Concentration T-value Interpretation
T-Crit: 2.61
Staph 1% Sugar Free
9.59 Significant
Thrifty 15.50 Significant
10% SugarFree
21.97 Significant
Thrifty 29.15 Significant
Dunnett’s Test: Agar Infusion
Conclusions• Null Hypothesis: Rejected
• Sugar Free Honey (Liquid Pulse & Agar Infusion):– significantly reduced survivorship of E. coli at all
concentrations– significantly reduced survivorship of S. epidermidis at
all concentrations• Thrifty Bee Honey (Liquid Pulse & Agar Infusion):
– significantly reduced survivorship of E. coli at all concentrations
– significantly reduced survivorship of S. epidermidis at all concentrations
Limitations• Measuring honey was
difficult– Viscosity of honey impaired
pipetting
• Slight lag in synchronization of plating
• Impurities in the honey (spores)
• Only three concentrations of honey were used
• Only two methods were used
Extensions• More trials• Different microbes• Smaller increments of
honey concentrations• Different types of honey
– Raw vs. artificial• Determine if the honey
affected the growth rate of the bacteria in addition to survivorship
• Use another method of experimentation
References• Peter B Olaitan, Olumfemi E Adeleke, and Iyabo O Ola
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2269714/• Burgget http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2269714/#R17• Water Activity http://www.wateractivity.org/• J.H Dustmann
http://www.apimondiafoundation.org/foundation/files/1979/J.H.%20DUSTMANN.pdf
• Sherlock O, Dolan A, Athman R, Power A, Gethin G, Cowman S, and Humphreys H http://www.ncbi.nlm.nih.gov/pubmed/20813024
• Bacteriostatic Definition http://www.wisegeek.com/what-is-a-bacteriostatic.htm
• D.P Mohapatra, V. Thakur, and S. K. Brarhttp://www.hindawi.com/journals/btri/2011/917505/
• Basson NJ and Grobler SRhttp://www.ncbi.nlm.nih.gov/pubmed/18627601
Honey Tree’s Sugar Free Imitation Honey®(Additional Info)
• Ingredients– Maltitol syrup
• Sugar free low carb sweetener– Natural & artificial flavors
• Artificial = non-natural products used to stimulate a desired flavor
• Natural = self-explanatory– Acesulfame K
• Sugar substitute– Malic Acid
• Acidulant & flavoring agent
Anova: E. Coli Liquid Pulse (Sugar Free)
SUMMARY
Groups Count Sum Average Variance
Column 1 7 1068 152.5714 34.28571
Column 2 5 640 128 18.5
Column 3 5 527 105.4 13.3
Column 4 5 245 49 14
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 32853.45 3 10951.15 506.8487 1.44E-17 3.159908
Within Groups 388.9143 18 21.60635
Total 33242.36 21
Anova: E. Coli Liquid Pulse (Thrifty)
SUMMARY
Groups Count Sum Average Variance
Column 1 7 1068 152.5714 34.28571
Column 2 5 585 117 36.5
Column 3 5 475 95 29.5
Column 4 5 198 39.6 24.3
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 38435.45 3 12811.82 406.7858 1.01E-16 3.159908
Within Groups 566.9143 18 31.49524
Total 39002.36 21
Anova: Staph Liquid Pulse (Sugar Free)
SUMMARY
Groups Count Sum Average Variance
Column 1 6 1143 190.5 19.5
Column 2 3 467 155.6667 56.33333
Column 3 3 296 98.66667 16.33333
Column 4 3 161 53.66667 20.33333
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 43450.9 3 14483.63 561.9752 2.59E-12 3.587434
Within Groups 283.5 11 25.77273
Total 43734.4 14
Anova: Staph Liquid Pulse (Thrifty)
SUMMARY
Groups Count Sum Average Variance
Column 1 6 1143 190.5 19.5
Column 2 3 508 169.3333 16.33333
Column 3 3 281 93.66667 20.33333
Column 4 3 116 38.66667 9.333333
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 54948.23 3 18316.08 1063.202 7.92E-14 3.587434
Within Groups 189.5 11 17.22727
Total 55137.73 14
Anova: E. Coli Sugar Free Infusion
SUMMARY
Groups Count Sum Average Variance
Column 1 20 3240 162 31.89474
Column 2 10 1396 139.6 41.82222
Column 3 10 1121 112.1 22.76667
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 16849.48 2 8424.738 262.5413 1.38E-22 3.251924
Within Groups 1187.3 37 32.08919
Total 18036.78 39
Anova: E. Coli Thrifty Infusion
SUMMARY
Groups Count Sum Average Variance
Column 1 10 2014 201.4 187.3778
Column 2 10 1603 160.3 42.01111
Column 3 10 1062 106.2 48.62222
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 45596.87 2 22798.43 246.0164 4.66E-18 3.354131
Within Groups 2502.1 27 92.67037
Total 48098.97 29
Anova: Staph Sugar Free Infusion
SUMMARY
Groups Count Sum Average Variance
Column 1 20 3813 190.65 40.87105
Column 2 10 1673 167.3 52.9
Column 3 10 1362 136.2 55.06667
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 19968.15 2 9984.075 211.3032 5.72E-21 3.251924
Within Groups 1748.25 37 47.25
Total 21716.4 39
Anova: Staph Thrifty Infusion
SUMMARY
Groups Count Sum Average Variance
Column 1 10 2320 232 54.88889
Column 2 10 1818 181.8 76.84444
Column 3 10 1376 137.6 24.93333
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 44616.8 2 22308.4 427.1821 3.66E-21 3.354131
Within Groups 1410 27 52.22222
Total 46026.8 29
Anova: E. Coli Liquid Pulse (Sugar Free vs. Thirfty 1%)
SUMMARY
Groups Count Sum Average Variance
Column 1 5 640 128 18.5
Column 2 5 585 117 36.5
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 302.5 1 302.5 11 0.010593 5.317655
Within Groups 220 8 27.5
Total 522.5 9
Anova: E. Coli Liquid Pulse (Sugar Free Vs. Thrifty 10%)
SUMMARY
Groups Count Sum Average Variance
Column 1 5 527 105.4 13.3
Column 2 5 475 95 29.5
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 270.4 1 270.4 12.63551 0.007459 5.317655
Within Groups 171.2 8 21.4
Total 441.6 9
Anova: E. Coli Liquid Pulse (Sugar Free Vs. Thrifty 50%)
SUMMARY
Groups Count Sum Average Variance
Column 1 5 245 49 14
Column 2 5 198 39.6 24.3
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 220.9 1 220.9 11.53525 0.009411 5.317655
Within Groups 153.2 8 19.15
Total 374.1 9
Anova: Staph Liquid Pulse (Sugar Free Vs. Thrifty 1%)
SUMMARY
Groups Count Sum Average Variance
Column 1 3 467 155.6667 56.33333
Column 2 3 508 169.3333 16.33333
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 280.1667 1 280.1667 7.711009 0.049978 7.708647
Within Groups 145.3333 4 36.33333
Total 425.5 5
Anova: Staph Liquid Pulse (Sugar Free vs. Thrifty 10%)
SUMMARY
Groups Count Sum Average Variance
Column 1 3 296 98.66667 16.33333
Column 2 3 281 93.66667 20.33333
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 37.5 1 37.5 2.045455 0.225891 7.708647
Within Groups 73.33333 4 18.33333
Total 110.8333 5
Anova: Staph Liquid Pulse (Sugar Free Vs. Thrifty 50%)
SUMMARY
Groups Count Sum Average Variance
Column 1 3 161 53.66667 20.33333
Column 2 3 116 38.66667 9.333333
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 337.5 1 337.5 22.75281 0.00884 7.708647
Within Groups 59.33333 4 14.83333
Total 396.8333 5
Anova: Staph Infusion (Sugar Free Vs. Thrifty 1%)
SUMMARY
Groups Count Sum Average Variance
Column 1 10 1673 167.3 52.9
Column 2 10 1818 181.8 76.84444
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 1051.25 1 1051.25 16.20493 0.000793 4.413873
Within Groups 1167.7 18 64.87222
Total 2218.95 19
Anova: Staph Infusion (Sugar Free Vs. Thrifty 10%)
SUMMARY
Groups Count Sum Average Variance
Column 1 10 1362 136.2 55.06667
Column 2 10 1376 137.6 24.93333
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 9.8 1 9.8 0.245 0.626606 4.413873
Within Groups 720 18 40
Total 729.8 19
Anova: E. Coli Infusion (Sugar Free Vs. Thrifty 1%)
SUMMARY
Groups Count Sum Average Variance
Column 1 10 1396 139.6 41.82222
Column 2 10 1603 160.3 42.01111
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 2142.45 1 2142.45 51.11213 1.17E-06 4.413873
Within Groups 754.5 18 41.91667
Total 2896.95 19
Anova: E. Coli Infusion (Sugar Free Vs. Thrifty 10%)
SUMMARY
Groups Count Sum Average Variance
Column 1 10 1121 112.1 22.76667
Column 2 10 1062 106.2 48.62222
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 174.05 1 174.05 4.876109 0.040443 4.413873
Within Groups 642.5 18 35.69444
Total 816.55 19