Biology 生物学

Bacterial Culture Discussion Example | Colony Counts, Dilution Factors, CFU Calculations, Growth Curves, and Sources of Error

Bacterial culture is an experiment in which bacteria that are difficult to observe with the naked eye are grown on a culture medium, and their growth is examined based on the number and morphology of the colonies that form. Colonies appearing on agar medium are treated as populations formed by the growth of one or a small number of bacterial cells.

Bacterial growth is affected by factors such as nutrients, moisture, temperature, pH, oxygen conditions, and culture time. Therefore, it is important to standardize the sample dilution factor, inoculation volume, type of medium, and observation time when making comparisons.

This article assumes an experiment using a safety-confirmed, nonpathogenic strain intended for education, and introduces how to summarize results, reference experimental values, CFU calculations, sources of error, example results, and example discussions.

Note:

This article is educational reference material for preparing biology laboratory reports. The experimental values shown are fictional examples for explanation and are not actual measurements.

Bacterial culture should be performed in a controlled laboratory environment such as a school or university, following the instructions of the supervising teacher or facility manager. Use only safety-confirmed, nonpathogenic strains intended for education, and do not independently culture unidentified microorganisms derived from the human body, wastewater, food waste, soil, or other unknown sources.

After culture, do not open containers unnecessarily, touch colonies directly, or smell them. Dispose of used media and equipment according to the procedures specified by the facility.

Use necessary protective equipment such as a lab coat, gloves, and safety glasses, and wash your hands and clean the work surface before and after the experiment. If abnormal growth, container damage, or leakage is observed, report it immediately to the person in charge.

Main Items to Record in the Results

  • Strain or educational sample used
  • Type of medium
  • Sample number
  • Dilution factor
  • Inoculation volume
  • Number of replicates
  • Observation time
  • Colony count on each plate
  • Mean colony count
  • Whether colonies were countable or uncountable
  • Colony color
  • Colony shape
  • Colony margin
  • Colony elevation
  • Surface appearance
  • Opacity
  • Mean colony diameter
  • Presence or absence of colonies with different morphologies
  • Presence or absence of colony formation in the control
  • Presence or absence of contamination
  • Calculated CFU/mL
  • Standard deviation
  • Coefficient of variation
  • Turbidity or absorbance of liquid culture
  • Fold growth
  • Number of generations
  • Generation time

Reference Experimental Conditions

Item Reference condition
Sample Safety-confirmed nonpathogenic educational strain
Medium General-purpose bacterial agar medium
Dilution method 10-fold serial dilution
Inoculation volume 0.1 mL
Replicates 3 plates per dilution
Control Medium without sample
Main observations Colony count, color, shape, diameter, and presence or absence of contamination

Reference Experimental Values

Dilution Factor and Colony Count

Dilution Plate 1 Plate 2 Plate 3 Mean Assessment
10-2 Too many Too many Too many Uncountable Overcrowded
10-3 286 301 294 293.7 Countable
10-4 31 28 34 31.0 Countable
10-5 4 2 3 3.0 Too few
Control 0 0 0 0 No contamination

Example Observation of Colony Morphology

Observation Result
Color Milky white
Mean diameter Approx. 2.1 mm
Shape Circular
Margin Entire
Elevation Convex
Surface Smooth
Opacity Opaque
Different morphologies Not observed

Example Colony Diameter Measurements

Colony number Diameter (mm)
1 1.8
2 2.0
3 2.2
4 2.1
5 2.4
Mean 2.1

Reference Values for Absorbance over Time

Culture time (hours) Absorbance (OD) Example growth phase
0 0.05 Initial
1 0.06 Lag phase
2 0.10 Growth begins
3 0.19 Log phase
4 0.36 Log phase
5 0.67 Log phase
6 0.95 Growth rate decreases
8 1.08 Stationary phase
10 1.07 Stationary phase

Example Comparison of Medium Conditions

Condition Mean colony count Mean diameter (mm) Observation
Standard condition 294 2.1 Good growth
Low-nutrient condition 182 1.4 Many small colonies
High-salt condition 76 1.0 Growth inhibited
Unsuitable pH condition 41 0.8 Strong growth inhibition
Control 0 — No colonies

Calculation Methods

Mean Colony Count

If 31, 28, and 34 colonies are obtained on plates at a 10-4 dilution, the mean is calculated as follows.

Mean colony count = (31 + 28 + 34) ÷ 3

= 31.0 colonies

Calculating CFU/mL

If 0.1 mL of a 10-4 dilution is inoculated and an average of 31 colonies forms, the calculation is as follows.

CFU/mL = colony count ÷ inoculation volume × reciprocal of dilution factor

= 31 ÷ 0.1 × 104

= 3.1 × 106 CFU/mL

Comparison of Values Obtained from Different Dilutions

For a mean of 293.7 colonies at a 10-3 dilution with an inoculation volume of 0.1 mL:

CFU/mL = 293.7 ÷ 0.1 × 103

= 2.94 × 106 CFU/mL

This is close to the 3.1 × 106 CFU/mL obtained from the 10-4 dilution, suggesting no major inconsistency in the dilution procedure or colony counts.

Fold Growth

If the initial OD is 0.05 and the OD after 5 hours is 0.67:

Fold growth = OD after 5 hours ÷ initial OD

= 0.67 ÷ 0.05

= 13.4-fold

Number of Generations

2n = 13.4

n = log213.4

≈ 3.74 generations

Generation Time

Generation time = culture time ÷ number of generations

= 5 hours ÷ 3.74

≈ 1.34 hours/generation

Standard Deviation

The standard deviation of 286, 301, and 294 colonies is calculated using the following formula.

s = √{Σ(xi − x̄)2/(n − 1)}

≈ 7.5 colonies

Coefficient of Variation

Coefficient of variation (%) = standard deviation ÷ mean × 100

= 7.5 ÷ 293.7 × 100

≈ 2.6%

Main Sources of Error

Source of error Effect on results Improvement
Incorrect dilution factor CFU/mL deviates substantially Clearly label samples and dilution steps
Insufficient mixing Bacteria are not evenly dispersed, causing variation among replicates Ensure uniform mixing at each dilution step
Bacterial aggregation Multiple cells form one colony, underestimating cell numbers Handle the sample uniformly
Error in inoculation volume Colony counts increase or decrease Use appropriate measuring equipment
Insufficient spreading on the medium Colonies become concentrated in certain areas Standardize conditions so distribution is even
Moisture on the medium surface Bacteria move and colonies merge Standardize the condition of the medium
Counting an overcrowded plate Merged colonies are underestimated Select an appropriate dilution
Too few colonies Random error has a larger proportional effect Use multiple dilutions and replicates
Missing small colonies Colony count is underestimated Observe under consistent lighting and criteria
Miscounting scratches or bubbles Colony count is overestimated Distinguish colonies from scratches on the medium or container
Different observation times Colony counts and sizes cannot be compared Observe at the same time point
Differences in medium composition Growth rate and morphology change Use the same lot and conditions
Differences in medium thickness Drying and nutrient conditions change Standardize the amount of medium
Contamination Colonies with different morphologies appear Include a control and use controlled procedures
Contamination of the control Reliability of the entire experiment decreases Identify the cause and repeat the experiment if necessary
Mix-up of plate numbers The relationship between dilution and results is lost Label clearly before starting work
Differences between counters Criteria for counting merged colonies may differ Standardize counting criteria
Bubbles during absorbance measurement OD is overestimated Measure without bubbles
Insufficient blank correction Turbidity of the medium itself is included as bacterial biomass Use a medium blank
Measurement at high turbidity OD becomes less proportional to bacterial biomass Compare within the measurable range

Example Results

A safety-confirmed nonpathogenic educational strain was serially diluted and inoculated onto general-purpose bacterial agar medium. Three plates were used for each dilution, and the number and morphology of the colonies formed were observed.

At the 10-2 dilution, colonies were too dense to distinguish individually. At the 10-3 dilution, 286, 301, and 294 colonies were observed, with a mean of 293.7. At the 10-4 dilution, 31, 28, and 34 colonies were observed, with a mean of 31.0. At the 10-5 dilution, the mean was 3.0 colonies.

Based on inoculation of 0.1 mL of the 10-4 dilution, the bacterial concentration in the sample was calculated as 3.1 × 106 CFU/mL. The value calculated from the 10-3 dilution was 2.94 × 106 CFU/mL.

The colonies were milky white, circular, entire, convex, smooth-surfaced, and opaque, with a mean diameter of approximately 2.1 mm. No colonies were observed in the control.

The absorbance of the liquid culture increased from 0.05 initially to 0.67 after 5 hours and reached 1.08 after 8 hours. No substantial increase was observed thereafter.

Example Discussion

In this experiment, a safety-confirmed nonpathogenic educational strain was serially diluted and inoculated onto agar medium, and the bacterial concentration in the sample was estimated from the number of colonies formed.

At the 10-2 dilution, colonies were densely packed and could not be distinguished individually. This was likely because too many bacteria were inoculated onto the plate, causing neighboring colonies to merge.

At the 10-3 dilution, an average of 293.7 colonies formed, while at the 10-4 dilution, the average was 31.0 colonies. When the dilution increased tenfold, the colony count decreased to approximately one-tenth, suggesting that the serial dilution was performed reasonably correctly.

Based on inoculation of 0.1 mL of the 10-4 dilution, the bacterial concentration was calculated as 3.1 × 106 CFU/mL. In contrast, the value obtained from the 10-3 dilution was 2.94 × 106 CFU/mL.

The similarity of the values obtained from the two dilution levels suggests that there was no major inconsistency in the dilution procedure, inoculation volume, or colony counting. However, the values were not identical, possibly because of insufficient mixing during dilution, errors in liquid-volume measurement, bacterial aggregation, uneven distribution on the medium, or differences in counting judgment.

CFU represents the number of units capable of forming colonies on the medium rather than the actual number of individual viable bacterial cells. If multiple bacteria are inoculated as an aggregate, they may form a single colony, so CFU does not necessarily equal the actual cell count.

At the 10-5 dilution, the mean was only 3.0 colonies. When colony numbers are low, a change of one colony represents a large proportion of the total, increasing the effect of random error. Therefore, bacterial concentration should be calculated using a dilution that is neither overcrowded nor too sparse.

The observed colonies were milky white, circular, entire, convex, smooth-surfaced, and opaque, showing relatively uniform morphology. This result is consistent with the predominant growth of a single strain.

However, bacterial species cannot be identified from colony morphology alone. The same species can show different morphologies depending on the medium and growth state, while different species may have similar appearances.

No colonies were observed in the control. This indicates that there was no obvious contamination from the medium, equipment, or work environment and supports the possibility that the colonies observed in the sample plates originated from the inoculated sample.

In the liquid culture, absorbance increased from 0.05 initially to 0.67 after 5 hours. This was likely due to increased light scattering as bacterial biomass increased.

The period in which absorbance increased only slightly early in the culture can be interpreted as the lag phase, during which bacteria adapted to the new environment. The subsequent period of rapid increase in absorbance corresponds to the logarithmic growth phase, when bacterial cells were actively dividing.

The nearly constant absorbance after 8 hours likely reflects a transition to the stationary phase as growth slowed because of factors such as nutrient depletion, accumulation of metabolic products, and limitations in oxygen or space.

The fold growth calculated from OD values was 13.4, the number of generations was approximately 3.74, and the generation time was approximately 1.34 hours. However, absorbance includes light scattering not only from viable cells but also from dead cells and cell debris, so it does not perfectly correspond to viable counts determined by CFU.

In the comparison of medium conditions, both colony count and mean colony diameter decreased under low-nutrient, high-salt, and unsuitable-pH conditions compared with the standard condition.

Under low-nutrient conditions, substances required for cell growth and colony expansion were likely insufficient. Under high-salt conditions, osmotic effects may have disrupted cellular water balance and metabolism, suppressing growth.

Under unsuitable pH conditions, enzyme activity, membrane transport, protein structure, and other cellular processes may have been affected, creating an environment unfavorable for bacterial growth and thereby reducing colony number and size.

Among the most important sources of error in this experiment are dilution and mixing. In serial dilution, transferring an aliquot before the sample is homogeneous can cause the number of bacteria transferred to the next dilution to vary.

In addition, if the inoculation volume is greater than the set value, the colony count increases, while a smaller volume decreases it; the final CFU/mL is affected in the same direction.

To improve reproducibility, it is useful to use multiple plates at the same dilution and calculate the mean, standard deviation, and coefficient of variation. The coefficient of variation for the 10-3 dilution in this example was approximately 2.6%, indicating relatively little variation among the three plates.

Overall, serial dilution provided a concentration range in which colonies could be counted, allowing the bacterial concentration in the sample to be estimated at approximately 3.0 × 106 CFU/mL. Bacterial growth was also shown to be influenced by culture time, nutrient availability, salt concentration, pH, and other conditions, as reflected in changes in colony count, colony diameter, and absorbance.

Example Discussion When No Colonies Formed

Possible reasons for the absence of colonies include a viable bacterial count below the detection limit, excessive dilution, too small an inoculation volume, medium conditions unsuitable for growth, or lack of viable bacteria in the sample.

Example Discussion When All Plates Were Overcrowded

If all plates were overcrowded, possible causes include insufficient dilution, a bacterial concentration higher than expected, or an excessive inoculation volume. Measurements should include higher dilution levels.

Example Discussion When Colonies Formed in the Control

If colonies formed in the control, microorganisms may have entered from the medium, equipment, work environment, or contact during handling. Because colonies originating from the intended sample cannot be distinguished from contaminants, the reliability of the experimental results is reduced.

Example Discussion When Dilution and Colony Count Did Not Correspond

Possible reasons why colony counts did not correspond to dilution factors include insufficient mixing at each dilution step, errors in transferred volume, sample mix-ups, bacterial aggregation, uneven distribution on the medium, or counting errors.

Example Discussion When Colonies with Different Morphologies Appeared

If colonies with different colors, shapes, or sizes are observed, multiple bacteria may have been present or contamination may have occurred during handling. However, even a single strain can vary in morphology depending on its position on the medium or nutritional conditions, so colony morphology alone is not sufficient for a definitive conclusion.

Summary

In bacterial culture, the number, color, shape, size, surface appearance, and other characteristics of colonies formed on agar medium are recorded.

For samples with high bacterial counts, serial dilution is used, and CFU/mL is calculated from the colony count on a countable plate, the inoculation volume, and the dilution factor.

Because CFU represents units capable of forming colonies on the medium, it does not necessarily equal the actual number of bacterial cells.

To obtain accurate results, it is important to standardize dilution, mixing, inoculation volume, medium conditions, observation time, and counting criteria, and to include controls and multiple replicates.