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uKnow and the Secret Life of Yogurt

Tikhon S. Kozlov

Urbana Middle School

Ijamsville, Maryland, 21754, USA

Presented at Frederick County Science and Engineering Fair

on March 20, 2021

Project: MS-MCR01

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INTRODUCTION

  • Did you know that 99% of microbes around us are good, and only less than 1% cause diseases?
  • Gut of a healthy human contains 100 trillion of microorganisms (the so-called normal microflora or microbiota)
  • These bacteria live in a symbiotic relationship with the host. The type of this symbiosis is mutualism because bacteria use the host as their source of nutrition, while the host benefits from bacteria’s help to digest food
  • Changes in microflora are associated with some diseases (e.g., Crohn’s disease, Inflammatory Bowel Syndrome, Obesity)
  • Humans source their good microflora from food
  • Consumption of fermented products such as yogurts, pickles, Kombucha is recommended for a dietary source of probiotics
  • Gut microbiota in a 70 kg human weighs 200g (equivalent to a medium-sized mango)
  • Gut microbiota has ~200 times more genes than all human body cells taken together
  • Microbiologists argue that humans are more microbes

Fun Facts

Dietary Sources of Probiotics

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INTRODUCTION (continues…)

  • Bacteria in yogurt cultures digest milk sugar lactose; the result of this digestion is the formation of lactic acid, which changes the milk’s pH to acidic and makes the milk curd
  • But…are all yogurts good for your gut? How do consumers know if a yogurt they see on shelves in a grocery store would supply good bacteria to their gut or simply serve a source of calories and nutrients (protein, fat, carbs)
  • To answer these important questions and help people select yogurts with good source of probiotics, I conducted my project

Milk Sugar = Lactose

Glucose

Galactose

Bacterial enzyme

Lactase

+

Other bacterial

Enzymes

Enzyme is a protein that can catalyze a biochemical reaction

  • More than 3 million Americans every year develop lactose intolerance (inability to digest lactose in milk)
  • Lactose intolerance is a recessive trait, whereas lactase persistence is dominant.

Fun Facts

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Research Questions, Hypothesis, Goals

  • QuestionsDo all yogurts have an equal number of live bacteria beneficial to a human? Does the number of live cells correlate with the pH of yogurt? How can we help consumers to understand if their yogurt contains enough good microflora or it is simply a source of proteins, fats, and carbohydrates?
  • Engineering Goals:

1) Estimate number of live bacteria in yogurts of different brands and different types

2) Measure pH of yogurts of different brands and different types

3) Correlate the number of live bacteria to pH

4) Create a new app, uKnow

  • Hypothesis- there may be a difference in live bacteria between organic and non-organic yogurt, between flavored and plain yogurt. Flavored yogurts contain more sugar than plain yogurts; bacteria would consume the sugar faster and starve so there would be fewer live bacteria in flavored yogurt than in plain yogurt

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METHODS

11 Cherry Flavored Yogurts from 9 Brands

5 Plain Yogurts from 5 Brands

Organic

Not Organic

  • I wanted to be consistent
  • I was concerned that different flavors may influence bacterial growth

Why Cherry?

0.9 mL Sterile water

0.1 mL Yogurt

0.02 mL diluted yogurt

Agar plate

Incubate 24 hours and count colonies

  • Dip a strip of pH paper into yogurt
  • Remove access yogurt with paper towel
  • Compare the strip color to the color code on the box to decode the pH

Experiment 1 (repeat 2 times)

Experiment 2

Analyze Data

Create new app

uKnow

Android Studio

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RESULTS

  • Siggi’s brand had more live bacteria than Two Good and Giant brands
  • Plain yogurt had more live bacteria than flavored yogurt in all brands
  • Siggi’s yogurt had more live bacteria than Two Good and Giant in the non-organic group
  • Organic yogurt had more live bacteria than non-organic yogurt
  • It means Colony Forming Unit
  • Each colony on agar plate contains many bacterial cells that are daughters of one cell
  • Number of CFU shows how many live bacterial cells were in the original yogurt

What is CFU?

  • Number of colonies on the plate x 10 x 50
  • 10 is the dilution factor, because I mixed 0.1 mL of yogurt with 0.9 mL of water
  • 50 is another correction factor, because I used 0.02 mL out of 1 mL of diluted yogurt to seed onto agar plate

How to calculate CFU?

Each thick bar shows average number of colonies

Each thin (T-looking) bar is the error bar

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RESULTS (continue…)

Activia Brand had the highest number of live bacteria than other brands

  • One colony in White Mountain Plain Organic yogurt is shown below
  • I love cars, and this colony reminded me the Mercedes logo
  • Do you agree?

Fun Finding

  • It is a standard deviation (SD)
  • SD shows how different an individual measurement is from the average
  • To calculate SD on these graphs I used Excel, but one can also do it using a formula shown below

What is Error Bar?

 

 

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RESULTS (continue…)

Brand

Flavor

Replicate 1, Number of Colonies

Replicate 2, Number of Colonies

Average Number of Colonies

Dilution Factor

Seed Volume Correction factor

CFU per 1 mL

Standard Deviation

pH

Activia

Cherry

573*

671*

622

10

50

311000

69.3

4

Chobani

Cherry

7

5

6

10

50

3000

1.4

4

Dannon Fruits on the bottom

Cherry

1

3

2

10

50

1000

1.4

4

Dannon Light&Fit

Cherry

7

3

5

10

50

2500

2.8

4

Dannon Oikos Triple zero

Cherry

9

15

12

10

50

6000

4.2

4

Giant

Cherry

3

5

4

10

50

2000

1.4

5

Giant

Plain

10

7

8.5

10

50

4250

2.1

5

GoodBelly

Cherry

4

2

3

10

50

1500

1.4

4.5

Noosa

Cherry

0

7

3.5

10

50

1750

4.9

4

Siggi's

Cherry

27

31

29

10

50

14500

2.8

4

Siggi's

Plain

47

61

54

10

50

27000

9.9

4

Stony Field

Plain-Organic

78

95

86.5

10

50

43250

12.0

4

Two Good

Cherry

9

12

10.5

10

50

5250

2.1

4

Two Good

Plain

18

14

16

10

50

8000

2.8

4

White Montain

Plain-Organic

99

81

90

10

50

45000

12.7

3

Yoplait

Cherry

0

5

2.5

10

50

1250

3.5

5

  • The pH of most yogurts was 4
  • The pH of White Mountain yogurt was 3; this yogurt is more acidic
  • The pH of Giant and Yoplait yogurts was 5; these yogurts are less acidic

*This data may be inaccurate: due to the large number of colonies that were transparent rather than white, I had to split the plate into sections and count colonies in each section, then sum them up

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RESULTS (end of project)

I used Android Studio to create the app uKnow

This is my virtual device with uKnow app

  • I am still working on this app to improve it
  • The text that I programmed to be in the center of the app (see the image on the left) appears in the top left corner on the virtual device (see the image on the right)

Notes:

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DISCUSSION

  • All yogurts are good and contain live bacteria
  • Most yogurts have pH 4. The pH reflects the concentration of hydrogen ions. The higher the concentration of hydrogen ions the lower the pH
  • Yogurts are expected to have low pH because they contain lactic acid
  • The pH 3 (more acidic) corresponds to the White Mountain Organic Plain yogurt with the highest number of live bacterial cells
  • The pH 5 (less acidic) corresponds to yogurts with low number of live bacteria. These yogurts are flavored and have added sugar. Perhaps, bacteria consumed all sugar and died earlier. It is also possible that flavor in these yogurts inhibits bacterial growth
  • Measuring the pH of yogurt is easy with pH paper which is very inexpensive
  • I created a prototype app using Android Studio. The uKnow app still needs work to improve the appearance. I wish I knew the expert I could ask a couple of questions. I am also interested in doing an internship in a company that uses Android Studio so that I could better understand how to use it
  • Once improved and finalized, the uKnow app could help people to bypass laborious microbiology experiments to determine which yogurt has the highest number of live bacteria

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CONCLUSIONS

  • Thousands of invisible microbes are present in all yogurts
  • Plain or flavored? Organic or non-organic? The answers to these questions depend on the personal preference for flavor and texture, and also on the price
  • If someone is interested in probiotic value of yogurt, the best choices are plain organic yogurt White Mountain and Cherry-flavored yogurt Activia
  • uKnow could help consumers without knowledge of microbiology to select a good probiotic yogurt based on the yogurt’s pH

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REFERENCES

  • Fernandez MA, Marette A. Potential Health Benefits of Combining Yogurt and Fruits Based on Their Probiotic and Prebiotic Properties. Adv Nutr. 2017 Jan 17;8(1):155S-164S.

 

  • Kok CR, Hutkins R. Yogurt and other fermented foods as sources of health- promoting bacteria. Nutr Rev. 2018 Dec 1;76(Suppl 1):4-15.

  • Aryana KJ, Olson DW. A 100-Year Review: Yogurt and other cultured dairy products. J Dairy Sci. 2017 Dec;100(12):9987-10013.

  • Swallow DM. Genetics of lactase persistence and lactose intolerance. Annu Rev Genet. 2003;37:197-219. doi: 10.1146/annurev.genet.37.110801.143820. PMID: 14616060.

  • https://www.mayoclinic.org/diseases-conditions/lactose-intolerance/symptoms-causes/syc-20374232

In the introductory and conclusion sections of my presentation, I used several images which I found on Google. These images were created by unknown authors and licensed under CC-BY