Why Do MPN Results Differ Between Laboratories?
Two laboratories can test samples from the same oil and gas system and report very different SRB, APB or general bacterial counts. This does not always mean that one laboratory made a mistake. MPN results depend on which organisms survive sampling and which organisms can grow under the exact culture conditions used.
Direct answer
MPN results differ between laboratories because MPN is a method-dependent estimate of recoverable growth—not a direct count of every microorganism in the original sample. The result can change when laboratories use different sample holding times, culture-media formulations, salinities, oxygen-control practices, incubation temperatures, dilution schemes, replicate numbers, reading times or definitions of a positive bottle.
Differences can be large. Published research on sulfate-reducing microorganisms has shown that changing the cultivation medium and detection approach can produce MPN estimates that differ by two to three orders of magnitude. The main question is therefore not only “Which laboratory is correct?” but also “Did both laboratories measure the same recoverable microbial fraction under equivalent conditions?”
MPN—most probable number—is widely used in upstream oil and gas to estimate culturable microbial groups. Common applications include sulfate-reducing bacteria or microorganisms, acid-producing bacteria, general heterotrophs and other operational culture categories. The method is familiar, relatively simple to deploy and has a long history in oilfield microbiology.
Yet MPN reproducibility can be disappointing when results are compared between laboratories, service companies, offshore locations or test-kit suppliers. One laboratory may report less than the detection limit while another reports 103 or 104 MPN/mL. A third may report only the last positive serial dilution without statistical confidence limits. These numbers may look directly comparable, even when the underlying procedures are not.
What does an MPN result actually measure?
An MPN result estimates the concentration of recoverable growth units that can produce a defined positive response in the selected test. Depending on the medium, that response may be black iron-sulfide formation, a red-to-yellow colour change, turbidity, gas production or another visible endpoint.
This is different from a total-cell count, a DNA concentration or a direct measure of corrosion activity. An organism may be present in the sample but remain undetected by culture because:
- it was injured during sampling or transport;
- it does not use the nutrients or electron donor in the medium;
- the salinity or pH is unsuitable;
- oxygen exposure prevented recovery;
- the incubation temperature is outside its growth range;
- it is attached to a particle or trapped in a biofilm aggregate;
- residual biocide continues to inhibit it in the test bottle;
- the incubation period ends before a visible response develops.
Conversely, a small number of surviving organisms can multiply extensively in a favourable bottle and create a clear positive response. The test therefore measures the interaction between the sample and the laboratory culture environment.
Eight reasons why MPN results differ between laboratories
Time between sampling and inoculation
A microbiological sample is not chemically or biologically static. During transport, cells can grow, die, enter a stressed state, settle, attach to particles or detach from solids. Temperature and redox conditions can also change. Oilfield studies on sample storage have therefore evaluated how delayed processing and refrigeration alter the microbial information obtained.
Laboratory A may inoculate culture bottles immediately in the field, while Laboratory B receives a cooled bottle 24 or 48 hours later. These are not equivalent starting points. Even when both laboratories subsequently use the same medium, their tests may recover different fractions of the original population.
Culture-medium formulation
The label “SRB medium” does not describe one universal formulation. Media may differ in electron donors, sulfate concentration, nitrogen source, vitamins, trace elements, reducing agents, iron concentration, buffer capacity, pH and salinity. These differences determine which sulfate-reducing organisms can recover and how quickly a visible reaction develops.
Classic research comparing a conventional synthetic medium with a method using natural sample-derived medium reported SRB MPN estimates that were 100 to 1,000 times higher with the natural-medium approach. This does not mean that natural medium is always the correct solution for oilfield monitoring. It demonstrates that the recovered count can be strongly shaped by the cultivation environment.
Oxygen introduced during sampling and dilution
Many organisms targeted in traditional oilfield culture tests originate from oxygen-depleted environments. Oxygen can enter through a sample bottle headspace, vigorous shaking in air, repeated opening, poorly reduced dilution fluid or transfer with aerated syringes and pipettes.
Some sulfate reducers can tolerate limited oxygen exposure, but tolerance is not the same as unaffected recovery. Oxygen may extend the lag phase, reduce the number of viable growth units or favour a different fraction of the community. Laboratories with different anaerobic handling practices may therefore report different SRB counts.
Incubation temperature
Temperature changes both growth rate and selectivity. A mesophilic incubation may recover organisms that grow well around 30–38°C, while missing or delaying organisms adapted to hotter production systems. A thermophilic incubation can recover a different population and may inhibit organisms originating from cooler topside or injection-water locations.
Even a smaller difference between incubators can shift time-to-positive near the reporting endpoint. Results obtained at different temperatures should not be treated as directly interchangeable historical trends.
Dilution scheme, inoculum volume and replicates
MPN precision is determined partly by test design. Three replicate tubes contain less information than five or ten replicates. A test that inoculates 1 mL of undiluted sample has a different low-level detection capability from a test whose first bottle contains only 0.1 mL of original sample after dilution.
The dilution range must also bracket the population. If every bottle is positive, the test provides only a lower bound. If every bottle is negative, it provides only an upper bound based on the total original-sample volume tested. Two laboratories can use the same statistical method and still obtain different precision because they tested different effective sample volumes.
Reading time and incubation endpoint
A culture result is time-dependent. One laboratory may release an interim result after seven days, while another follows APB bottles for 14 days and SRB bottles for 28 days. Later positives change the tube pattern and can increase the final MPN estimate.
The day on which a positive first appears can also be missed when bottles are inspected only at the final endpoint. A fixed observation schedule is therefore important for both MPN reproducibility and the interpretation of growth kinetics.
Interpretation of weak or unusual reactions
One analyst may score partial blackening as SRB-positive, while another requires strong black precipitation throughout the bottle. A pale orange APB bottle may be called positive by one laboratory and inconclusive by another. Turbid produced water, oil droplets, black solids, rust and pre-existing sulfide can make the visual endpoint even less clear.
Interanalyst variation increases when laboratories lack reference photographs, colour criteria, initial sample images, controls or a second-review procedure. A subjective endpoint can convert a small visual difference into a tenfold or larger difference in the reported count.
Planktonic water versus deposits, biofilm and solid material
A produced-water sample measures organisms suspended in the fluid at the sampling moment. A corrosion deposit, swab, coupon biofilm or pig-debris sample contains organisms associated with surfaces and particles. These microbial habitats can differ substantially in both abundance and composition.
Solid samples also add a processing step. One laboratory may suspend 1 gram of deposit in 9 mL of diluent and mix vigorously; another may use 0.1 gram, a different extraction volume or a gentler mixing procedure. The resulting values cannot be compared reliably unless mass, extraction volume, homogenization and reporting unit are harmonized.
Why can different culture media change an SRB count by orders of magnitude?
Sulfate-reducing microorganisms are physiologically diverse. They can use different electron donors and carbon sources, tolerate different salinities and temperatures, and respond differently to pH, trace elements and redox conditions. A single medium therefore acts as an ecological filter.
| Medium variable | How it can change the result | Interlaboratory risk |
|---|---|---|
| Electron donor or carbon source | Favours organisms able to use lactate, acetate, hydrogen or other supplied substrates | Two “SRB” media may recover different physiological subgroups |
| Salinity and total dissolved solids | Controls osmotic compatibility with freshwater, seawater, formation water or concentrated brine populations | A standard low-salinity medium can under-recover halophilic or salt-adapted organisms |
| pH and buffer capacity | Affects enzyme function, lag phase and the visibility of indicator reactions | Different starting pH values can change both growth and APB colour interpretation |
| Reducing agents and redox state | Help establish conditions suitable for anaerobic recovery | Freshly prepared, well-reduced medium may outperform aged or oxygenated medium |
| Ferrous iron concentration | Influences formation and visibility of black iron sulfide in SRB bottles | The same sulfide production may appear stronger in one formulation than another |
| Trace nutrients and vitamins | Support organisms with specific nutritional requirements | Small formulation differences can determine whether stressed cells recover |
| Medium age and storage | Can change redox state, precipitation, indicator performance or nutrient stability | Different batches or storage histories can add variability even when the nominal formulation is identical |
Research in high-salinity Bakken produced waters illustrates why salinity matching matters. Investigators used Postgate B formulations with very different sodium-chloride concentrations to enumerate SRB and APB populations adapted to different salinity conditions. The practical lesson is not that every laboratory should formulate its own media, but that the medium must be selected and documented deliberately.
Planktonic versus solid material: are the laboratories testing the same microbial habitat?
MIC is usually associated with microorganisms, chemistry and electrochemical conditions at a material surface. Bulk water is valuable for routine monitoring and transport trends, but it does not necessarily represent a mature biofilm or an under-deposit environment.
Molecular studies of industrial corrosion systems have repeatedly shown that planktonic and sessile microbial communities can differ. A water sample can therefore produce a low or negative culture result while a surface deposit contains a substantial microbial population. The reverse is also possible after biofilm detachment or an operational disturbance.
Why solid MPN results are especially difficult to compare
- the sampled mass or surface area may not be standardized;
- microorganisms may be unevenly distributed through the deposit;
- hard mineral particles and soft biofilm are not homogenized equally;
- different extraction fluids can affect recovery;
- mixing intensity can disperse aggregates or damage sensitive cells;
- the result may be reported per gram wet weight, dry weight, cm² or mL of suspension;
- oil, corrosion products and treatment chemicals may interfere with growth or the visible reaction.
MPN variability is also statistical—not only microbiological
A replicated MPN result is calculated from a finite number of positive and negative tubes. At low concentrations, random allocation of a few growth units can produce different tube patterns even when the true concentration is unchanged. This is a fundamental characteristic of presence-or-absence testing.
More replicate tubes generally narrow uncertainty, but they also increase cost, bottle use, labour and incubator space. Three-tube and five-tube designs therefore represent different compromises between practicality and precision. Laboratories should report the confidence interval or at least the design-specific uncertainty rather than presenting the point estimate as an exact count.
Serial dilution-to-extinction is not the same as statistical MPN
A single-vial serial dilution commonly reports an approximate order of magnitude based on the last positive bottle. A true replicated MPN uses the complete pattern of positive and negative tubes and a probability model. These outputs should not be compared as though they were generated by the same calculation.
The free MICBUSTERS MPN Calculator for Oilfield Microbiology demonstrates how inoculum volume, dilution factor, replicate count and positive-tube pattern affect MPN per mL, the confidence interval and low-level detection capability.
| Design difference | Effect on the reported result |
|---|---|
| More replicate tubes | Usually provides more information and a tighter uncertainty interval |
| Larger effective original-sample volume | Improves the ability to detect low concentrations |
| Wider dilution range | Increases the chance that the positive-to-negative transition is bracketed |
| All tubes positive | Population exceeds the useful upper range; report a lower bound and extend the dilution series |
| All tubes negative | No growth detected in the volume tested; report an upper bound or detection statement, not an exact zero |
| Non-monotone pattern | Can indicate random low-number allocation, incomplete mixing, inhibition, contamination or scoring error |
Example: how two competent laboratories can obtain different SRB MPN results
Consider a produced-water sample collected downstream of a biocide treatment point. The sample contains salt-adapted sulfate reducers, some of which are stressed, plus residual treatment chemical.
Laboratory A
- culture bottles inoculated in the field within 30 minutes;
- medium salinity adjusted near the produced-water salinity;
- anaerobic transfer with minimal headspace;
- five replicate tubes at each dilution;
- incubation at 35°C for the full validated endpoint;
- partial progressive blackening scored using reference photographs.
Possible outcome: a measurable SRB MPN with a wide but finite confidence interval.
Laboratory B
- sample transported for 36 hours before inoculation;
- standard low-salinity medium;
- sample bottle repeatedly opened in air;
- one tube per dilution;
- incubation at 25°C and read after seven days;
- only complete blackening scored as positive.
Possible outcome: no positive reaction or a much lower serial-dilution estimate.
Laboratory B may have followed its internal procedure correctly. The disagreement can still be explained by method selectivity and sample history. Before launching an investigation into laboratory competence, compare the complete chain of custody and procedure.
How can MPN reproducibility between laboratories be improved?
A meaningful interlaboratory comparison requires more than sending nominally identical bottles to two laboratories. Use a written comparison protocol and agree on the variables below before sampling.
- Use a representative, well-mixed parent sample or a defined test suspension.
- Split samples using a documented method that limits settling and phase separation.
- Record exact collection and inoculation times.
- Define transport temperature, maximum holding time and allowed preservation.
- Align anaerobic handling, headspace and mixing instructions.
- Use the same medium formulation, salinity, batch or qualified equivalent.
- Align inoculum volume, dilution denominator and number of replicates.
- Use the same incubation temperature and final endpoint.
- Define positive, negative and inconclusive reactions in writing.
- Use common reference photographs and control organisms where appropriate.
- Report effective original-sample volume and method detection capability.
- Use the same calculation method and confidence level.
- Report water per mL and solids using an agreed mass or surface-area basis.
- Document deviations, treatment history and visible sample interferences.
Recommended minimum result format
Instead of reporting only “SRB: 103/mL”, include:
- sample type and precise sampling location;
- date and time of sampling and inoculation;
- medium identity, salinity and batch;
- incubation temperature and duration;
- tube pattern or last positive dilution;
- replicate count and inoculum volume;
- calculation type: true MPN or serial-dilution estimate;
- confidence interval or method range;
- controls and visual interpretation criteria;
- reporting unit and any solid-sample conversion;
- known deviations and interferences.
For more detail on selecting diluents and media, see MPN Protocols, PBS and Culture Media for Oilfield Microbiology. For incubation endpoints, read How Long Should You Incubate SRB and APB Test Bottles?.
What does MPN variation mean for MIC monitoring?
A one-log change in MPN may look operationally important, but it can fall within the combined effects of statistical uncertainty and method variation when the test is not tightly controlled. This is especially relevant when counts are used to judge biocide success, compare suppliers or trigger chemical-treatment changes.
MPN results are most useful when the same validated method is applied consistently at the same locations and interpreted as a trend. They become less reliable when laboratories, media, temperatures, sample types or reporting rules change without a bridging comparison.
A culture count does not prove or exclude MIC
A positive SRB or APB culture demonstrates that recoverable organisms generated the defined reaction in the laboratory. It does not prove that those organisms caused the observed corrosion. A negative water culture does not exclude a sessile biofilm, a population that does not grow in the chosen medium, methanogenic Archaea or another microbial function.
For a defensible MIC assessment, combine microbiological results with:
- surface, deposit, swab or pig-debris samples where available;
- water chemistry, sulfide, sulfate, iron and organic-acid information;
- corrosion morphology and deposit/mineral analysis;
- operating temperature, flow, stagnation and treatment history;
- coupon, probe, inspection or wall-loss data;
- targeted molecular measurements when specific organisms or functions matter.
Where targeted qPCR can reduce ambiguity
Targeted qPCR does not require organisms to recover and grow in a culture medium. It can therefore provide faster, target-specific information when culture is delayed, negative or inconsistent. It can also detect selected bacterial and archaeal targets that are not adequately represented by routine SRB or APB bottle categories.
Standard DNA-based qPCR has its own interpretation requirements: DNA extraction efficiency, inhibition, target selection and DNA persistence after treatment must be considered. It should not be described as a universal replacement for culture. The advantage is that qPCR and culture fail for different reasons, so combining them can reveal whether an apparent disagreement is related to viability, medium selectivity, target specificity or sample handling.
Read the broader comparison in Culture Tests, MPN, Bug Bottles and ATP for Oilfield MIC.
Are inconsistent MPN results making treatment decisions difficult?
MICBUSTERS can help review your sampling plan, culture workflow, reporting units and target selection. Our portable qPCR approach adds rapid, target-specific information for water, filters, deposits, biofilms, corrosion products, pig debris and surface swabs.
Leave your business email address to discuss a fit-for-purpose monitoring strategy for your oil and gas system.
Frequently asked questions
Why do MPN results differ between laboratories?
MPN is a culture-dependent statistical estimate. Results can change when laboratories use different sample holding times, media, salinities, oxygen-control practices, incubation temperatures, dilution designs, reading schedules or positive-reaction criteria.
Can culture medium change the SRB count?
Yes. The medium selects for organisms that can use its nutrients and electron donor and tolerate its pH, salinity and redox conditions. Published studies have found 100- to 1,000-fold differences between SRB enumeration approaches using different media and detection conditions.
Does sample transport affect MPN results?
Yes. Organisms may grow, die, become stressed, settle, attach to particles or be exposed to oxygen during transport. The holding time, transport temperature and preservation method should be documented and validated.
Can oxygen exposure cause a lower SRB result?
It can. Many sulfate-reducing microorganisms are adapted to anaerobic environments. Oxygen can delay or prevent recovery of sensitive organisms, even though some strains tolerate limited exposure.
Why does incubation temperature matter?
Temperature affects lag time, growth rate and which populations are selected. Mesophilic and thermophilic cultures answer different questions, so results should only be compared directly when the temperature and endpoint are aligned.
Can a three-tube and five-tube MPN give different results?
Yes. The point estimates may differ because organisms are randomly allocated between tubes. A five-tube design usually contains more information and can provide a narrower uncertainty interval than a three-tube design using the same volumes and dilutions.
Should partial blackening be scored as SRB-positive?
The criterion should be defined in the laboratory SOP before testing. Progressive blackening can be consistent with sulfide production, but black sample solids or pre-existing sulfide may interfere. Controls, initial photographs and a second reviewer can improve consistency.
Can water and deposit MPN results be compared directly?
No. Water commonly represents the planktonic fraction and is reported per millilitre. Deposits and swabs represent sessile or particle-associated material and require a controlled extraction and a defined mass, area or sample-unit basis.
Does a different result mean one laboratory is wrong?
Not automatically. Both laboratories may have performed their own procedures correctly while measuring different recoverable fractions. First compare the complete method, sample history and reporting calculation.
How can laboratories improve MPN reproducibility?
Harmonize sample splitting, holding time, oxygen control, media and salinity, inoculum volume, dilution levels, replicates, temperature, reading schedule, positive criteria, controls, calculation and reporting units. Include a shared positive control and blinded duplicate samples in formal comparisons.
Sources and further reading
- AMPP. TM0194-2014: Field Monitoring of Bacterial Growth in Oil and Gas Systems. Consult the official current standard for normative procedures.
- Vester F, Ingvorsen K. Improved Most-Probable-Number Method To Detect Sulfate-Reducing Bacteria with Natural Media and a Radiotracer. Applied and Environmental Microbiology. 1998;64:1700–1707.
- An BA, Shen Y, Voordouw G. Control of Sulfide Production in High-Salinity Bakken Shale Oil Reservoirs by Halophilic Bacteria Reducing Nitrate to Nitrite. Frontiers in Microbiology. 2017;8:1164.
- Wrangham J, Summer E. Effect of Sample Storage Conditions on Oilfield Microbiological Samples. CORROSION 2014.
- Salgar-Chaparro SJ, Lepkova K, Pojtanabuntoeng T, Darwin A, Machuca LL. Complementary DNA/RNA-Based Profiling: Characterization of Corrosive Microbial Communities and Their Functional Profiles in an Oil Production Facility. Frontiers in Microbiology. 2019.
- Volpi M, et al. Identity, Abundance, and Reactivation Kinetics of Thermophilic Fermentative Bacteria from Oilfield Samples. Applied and Environmental Microbiology. 2017. Discusses how incubation media can cause large differences in MPN estimates.
- MICBUSTERS. MPN Calculator for Oilfield Microbiology.
- MICBUSTERS. How Long Should You Incubate SRB and APB Test Bottles?
- MICBUSTERS. MPN Protocols, PBS and Culture Media for Oilfield Microbiology.
- MICBUSTERS. Culture Tests, MPN, Bug Bottles and ATP for Oilfield MIC.