Rapid Detection of Phytophthora nicotianae in Infected Tobacco Tissues and Soil Samples Based on Its Ypt1 Gene

This paper describes the development of a polymerase chain reaction (PCR) assay for the detection of Phytophthora nicotianae , the causal agent of Phytophthora blight of tobacco and other plants. The PCR primers were designed based on a Ras-related protein ( Ypt 1) gene, and 115 isolates representing 26 species of Phytophthora and 29 fungal species of plant pathogens were used to test the specificity of the primers. PCR amplification with species-specific (Pn) primers resulted in a product of 389 bp only from isolates of P. nicotianae . The detection sensitivity with Pn primers was 1 ng of genomic DNA. Using Ypt 1F/ Ypt 1R as first-round amplification primers, followed by a second round using the primer pair Pn1/Pn2, a nested PCR procedure was developed, which increased the detection sensitivity 100-fold to 10 pg. PCR with the Pn primers could also be used to detect P. nicotianae from naturally infected tobacco tissues and soil. The PCR-based methods developed here could simplify both plant disease diagnosis and pathogen monitoring as well as guide plant disease management.     

Specific and sensitive detection of Ralstonia solanacearum in soil with quantitative, real-time PCR assays

Aims:  The aim of this study was to develop a sensitive and an effective method suitable for large-scale detection and quantification of Ralstonia solanacearum in soil.
Methods and Results:  Based on the specific sequence of R. solanacearum strain G1000, the primer pair R.sol1-R.sol2 and the TaqMan probe Rs-pro were designed, and specific and sensitive PCR detection methods were successfully established. The detection limit was 100 fg μl⁻¹ DNA in conventional PCR and 1·2 fg μl⁻¹ in real-time PCR. By combining real-time PCR with the modified protocols to extract DNA from soil, it was possible to achieve real-time detection of R. solanacearum in soil, and the degree of sensitivity was 100 fg μl⁻¹. To detect inhibition in soil samples, an exogenous internal positive control (IPC) was included preventing false negative results, and IPC was successfully amplified from all samples tested. The methodology developed was used to detect the presence of R. solanacearum in tobacco fields in China.
Conclusions:  The real-time PCR combined with the protocol to extract DNA from soil led to the development of a specific, sensitive and rapid detection method for R. solanacearum in soil.
Significance and Impact of the Study:  The real-time PCR improves the detection sensitivity and specificity and provides an important tool for routine detection of R. solanacearum in soil samples and for epidemiological and ecological studies.     

A Quantitative Polymerase Chain Reaction Assay for the Detection of Polyscytalum pustulans, the Cause of Skin Spot Disease of Potato

Skin spot disease of potato caused by the pathogen Polyscytalum pustulans is likely to become more important with the withdrawal of 2-aminobutane as a fungicide, and new methods of control will need to be found. As part of a disease control strategy, it will be necessary to study the disease in more detail, to utilize host resistance and to identify stocks where problems are likely to arise. Existing methods for the detection and quantification of P. pustulans are time-consuming and require specific expertise. Real-time PCR assays have been developed for many pathogens of potato and have subsequently been used as tools for the study of the epidemiology and control of disease. The development of a real-time PCR assay for the detection and quantification of P. pustulans is described. The specificity of the assay was demonstrated and detection was shown to be reliable at levels as low as 20–250 fg/ μ l DNA, (equivalent to 60–680 pg DNA/g) in soil and on symptomless tubers at attogram (ag) levels. These values are in line with previously developed tests.     

Development of real-time PCR tests for detecting botulinum neurotoxins A, B, E, F producing Clostridium botulinum, Clostridium baratii and Clostridium butyricum

Aims:  To develop real-time PCR assays for tracking and tracing clostridia responsible for human botulism.
Methods and Results:  Real-time PCR assays based on the detection of the genes ntnh encoding the nontoxin-nonhaemagglutinin (NTNH) proteins or the most homologous regions of the botulinum neurotoxin ( bont ) genes have been developed together with four real-time PCR assays, each being specific of the genes bont/A , bont/B , bont/E , bont/F and enables a toxin type-specific identification. The specificity of the assays was demonstrated using a panel of botulinum toxin producing clostridia (29 strains), nonbotulinum toxin producing clostridia (21 strains) and various other bacterial strains. The toxin type-specific assays had a sensitivity of 100 fg–1000 fg of total DNA in the PCR tube (25–250 genome equivalents) which correspond to 10³ to 10⁴ cells ml⁻¹. After a 48 h enrichment in anaerobic conditions, these PCR assays allowed the detection of Clostridium botulinum type A in a naturally contaminated sample of 'foie gras' suspected in a C. botulinum outbreak.
Conclusion:  These PCR tests are specific and reliable for detection of heterogeneous BoNT producing clostridia responsible for human botulism.
Significance and Impact of the Study:  Adoption of these PCR assays is a step forward a reliable and rapid detection of these clostridia in food samples.     

Molecular Detection of Phytophthora cryptogea on Calendula officinalis and Gerbera jamesonii Artificially Inoculated with Zoospores

In this work, a protocol for zoospores production of Phytophthora cryptogea , an economically important plant pathogen was optimized. Five different concentrations of zoospores (5 × 10⁵, 5 × 10⁴, 5 × 10³, 5 × 10², 5 × 10¹ zoospores/ml) from four different isolates of P. cryptogea (Maria 1, Maria 2, S3 1-A, Amazzone) were used as inoculum on pot marigold ( Calendula officinalis ) and gerbera ( Gerbera jamesonii ) plants. Maria 1 was the most virulent isolate both on pot marigold and gerbera plants according to disease severity. A rapid and sensitive pathogen DNA extraction protocol suitable for large quantities of plant samples was adopted. Conventional polymerase chain reaction (PCR) was able to detect the pathogen in artificially inoculated symptomless pot marigold (collected day 12) and gerbera plants (day 8) after pathogen inoculation, with the suspension of 5 × 10⁵, 5 × 10⁴, 5 × 10³ P. cryptogea  zoospores/ml. Real-time PCR showed the possibility to detect the pathogen in artificially inoculated symptomless pot marigold (collected day 8) and gerbera plants (day 4) after pathogen inoculation, with the suspension of 5 × 10⁵, 5 × 10⁴ P. cryptogea  zoospores/ml. The first symptoms appeared on pot marigold plants 14 days after pathogen inoculation and on gerbera plants 10 days after inoculation. Real-time PCR showed the possibility to detect the pathogen 4 days before conventional PCR and 6 days before the appearance of disease symptoms both on pot marigold and gerbera plants.     

The development of rapid real-time PCR detection system for Vibrio parahaemolyticus in raw oyster

Aims:  To develop a new rapid real-time polymerase chain reaction (PCR) based detection system for Vibrio parahaemolyticus ( V. parahaemolyticus ) applicable to raw oyster samples.
Methods and Results:  V. parahaemolyticus cells were artificially inoculated to oysters. Samples were homogenized in 100 ml of sterile saline water and serially diluted to 1·5 CFU ml⁻¹ level. One millilitre of diluents was centrifuged and the pellet was resuspended with 100  μ l of de-ionized water. DNA was extracted by boiling for 20 min, and 0·5  μ l was used as a template for PCR reaction. Real-time PCR was performed with TMC-1000 system (1  μ l PCR system). The detection system was found to achieve detection limit of 1·5 CFU g⁻¹ for V. parahaemolyticus . Furthermore, the specificities of these assay systems were confirmed with more than 20 bacterial strains, including various Vibrio species.
Conclusions:  Rapid and sensitive food-borne pathogen detection techniques for V. parahaemolyticus is important to the food industry and consumers. The direct detection of V. parahaemolyticus from food is possible with micro real-time PCR system.
Significance and Impact of the Study:  This study shows that oyster samples can be tested for V. parahaemolyticus with a rapid, specific and simple procedure.     

Improved PCR detection sensitivity of Erwinia carotovora subsp. atroseptica in potato tuber peel extract by prior enrichment on a selective medium

A simple and sensitive method was developed to replace the need for complex and laborious DNA extraction to remove inhibitory substances in potato tuber peel extract before detection of Erwinia carotovora subsp. atroseptica (Eca) by PCR. Eca was enriched by a factor of 10⁵ when peel extract was inoculated onto a selective medium, CVP, and incubated at 27°C for 24 h. Bacterial micro-colonies which developed were suspended in 500 μl of water and the bacteria diluted in water 100-fold, or 10-fold followed by washing by centrifugation, before PCR testing. The sensitivity of detection obtained with the former was ca 10¹–10² cells ml⁻¹ and with the latter ca 10¹ cells ml⁻¹, when different numbers of streptomycin-resistant Eca strain were added to peel extract from three Eca-free potato cultivars. The method was validated and the sensitivity confirmed relative to two different commonly used Eca detection methods using naturally contaminated tubers.     

Specific and Sensitive Detection of Phytophthora nicotianae by Nested PCR and Loop‐mediated Isothermal Amplification Assays

Phytophthora nicotianae is an important soilborne plant pathogen. It causes black shank in tobacco and other commercially important crop diseases. Early and accurate detection of P. nicotianae is essential for controlling these diseases. In this study, primers based on the Ras‐related protein gene (Ypt1) of P. nicotianae were tested for their specific detection of the pathogen using nested PCR and LAMP assays. For specificity testing, DNA extracts from 47 P. nicotianae isolates, 45 isolates of 16 different oomycetes and 25 isolates of other fungal species were used; no cross‐reaction with other pathogens was observed. The sensitivity assay showed that the nested PCR and LAMP assays had detection limits of 100 fg and 10 fg genomic DNA per 25‐μl reaction, respectively. Furthermore, the nested PCR and LAMP assays were used for the detection of DNA from naturally P. nicotianae‐infected tobacco tissues and soil. Our results suggest that the LAMP assay has the greatest potential for the specific detection of P. nicotianae in regions that are at risk of contracting tobacco black shank disease and that the Ypt1 gene is a novel and effective target of P. nicotianae LAMP visual detection.     

Real-time quantitative loop-mediated isothermal amplification as a simple method for detecting white spot syndrome virus

Aims:  White spot syndrome virus (WSSV) continues to be the most pathogenic virus among the crustacean aquaculture causing mass mortality. In the present study, we established a one-step, single tube, real-time accelerated loop-mediated isothermal amplification (real-time LAMP) for quantitative detection of WSSV.
Materials and Methods:  A set of six specially designed primers that recognize eight distinct sequences of the target. The whole process can be completed in 1 h under isothermal conditions at 63°C. Detection and quantification can be achieved by real-time monitoring in an inexpensive turbidimeter based on threshold time required for turbidity in the LAMP reaction. A standard curve was constructed by plotting viral titre against the threshold time ( T _t) using plasmid standards with high correlation coefficient ( R ² = 0·988).
Conclusions:  Sensitivity analysis using 10-fold dilutions (equivalent to 35 ng  μ l⁻¹ to 35 ag  μ l⁻¹) of plasmid standards revealed this method is capable of detecting upto 100 copies of template DNA. Cross-reactivity analysis with DNA/cDNA of IHHNV, TSV, YHV-infected and healthy shrimp showed this method is highly specific for quantitative detection of WSSV.
Significance and Impact of the Study:  WSSV real-time LAMP assay appears to be precise, accurate and a valuable tool for the detection and quantification of WSSV in large field samples and epidemiological studies.     

Persistence of Escherichia coli O157:H7 on the rhizosphere and phyllosphere of lettuce

Aims:  The major objective of this study was to determine the effects of low levels of Escherichia coli O157:H7 contamination on plant by monitoring the survival of the pathogen on the rhizosphere and leaf surfaces of lettuce during the growth process.
Methods and Results:  Real-time PCR and plate counts were used to quantify the survival of E. coli O157:H7 in the rhizosphere and leaf surfaces after planting. Real-time PCR assays were designed to amplify the stx 1, stx 2 and the eae genes of E. coli O157:H7. The detection limit for E. coli O157:H7 quantification by real-time PCR was 2·4 × 10³ CFU g⁻¹ of starting DNA in rhizosphere and phyllosphere samples and about 10² CFU g⁻¹ by plate count. The time for pathogens to reach detection limits on the leaf surface by plate counts was 7 days after planting in comparison with 21 days in the rhizosphere. However, real-time PCR continued to detect stx 1, stx 2 and the eae genes throughout the experimental period.
Conclusion:  Escherichia coli O157:H7 survived throughout the growth period as was determined by real-time PCR and by subsequent enrichment and immunomagnetic separation of edible part of plants.
Significance and impact of the Study:  The potential presence of human pathogens in vegetables grown in soils contaminated with E. coli O157:H7 is a serious problem to our national food supply as the pathogen may survive on the leaf surface as they come in contact with contaminated soil during germination.     

Design and evaluation of malolactic enzyme gene targeted primers for rapid identification and detection of Oenococcus oeni in wine

Rapid identification and detection of Oenococcus oeni was achieved by species-specific PCR. Two primers flanking a 1025 bp region of the O. oeni gene encoding the malolactic enzyme were designed. The expected DNA amplificate was obtained only when purified DNA from O. oeni was used. The identity of PCR product was confirmed by nested PCR and restriction analysis. Within 8 h, 10³ cfu ml⁻¹ of oenococci were detected in fermenting grape must containing 10⁷ yeast cells, whereas the detection limit in wine was 10⁴ cfu ml⁻¹. The rapidity and reliability of the PCR procedure established suggests that the method may be profitably applied in winery laboratories for quality control.     

Molecular detection of Puccinia horiana in Chrysanthemum x morifolium through conventional and real-time PCR

Puccinia horiana Henn. is a quarantine organism and one of the most important fungal pathogens of Chrysanthemum x morifolium cultivars grown for cut flower or potted plant production (florist's chrysanthemum) in several regions of the world. Highly specific primer pairs were identified for conventional, nested, and real-time PCR detection of P. horiana based on the specific and sensitive PCR amplification of selected regions in the internal transcribed spacers (ITS1 and ITS2) of the nuclear ribosomal DNA (rDNA). Using these different PCR versions, 10 pg, 10 fg, and 5 fg genomic DNA could be detected, respectively. When using cloned target DNA as template, the detection limits were 5000, 50, and 5 target copies, respectively. These detection limits were not affected by a background of chrysanthemum plant DNA. The DNA extraction method was optimized to maximize the recoverability of the pathogen from infected plant tissue. A CTAB extraction protocol or a selection of commercial DNA extraction methods allowed the use of 10 ng total (plant+pathogen) DNA without interference of PCR inhibitors. Due to the specificity of the primers, SYBR Green I technology enabled reliable real time PCR signal detection. However, an efficient TaqMan probe is available. The lowest proportion of infected plant material that could still be detected when mixed with healthy plant material was 0.001%. The real-time PCR assay could detect as few as eight pure P. horiana basidiospores, demonstrating the potential of the technique for aerial detection of the pathogen. The amount of P. horiana DNA in plant tissue was determined at various time points after basidiospore inoculation. Using the real-time PCR protocol, it was possible to detect the pathogen immediately after the inoculation period, even though the accumulation of pathogen DNA was most pronounced near the end of the latent period. The detection system proved to be accurate and sensitive and could help not only in pathogen diagnosis but also in pathogen monitoring and disease forecasting systems.     

Survival of κ-carrageenan-encapsulated and unencapsulated Pseudomonas aeruginosa UG2Lr cells in forest soil monitored by polymerase chain reaction and spread plating

Abstract A method was developed for direct extraction, purification and amplification of DNA from forest soil. Eighty-two % of the DNA in Pseudomonas aeruginosa UG2Lr introduced into soil was recovered. The detection limit for the strain was approximately 800 cfu g⁻¹ of dry soil based on the polymerase chain reaction (PCR). Survival of κ-carrageenan-encapsulated and unencapsulated UG2Lr was monitored by antibiotic selective and bioluminescence-based nonselective plating and PCR-amplification of a tnsA fragment. After freeze-thaw treatment of soil samples, the unencapsulated UG2Lr declined from an initial population density of 1 × 10⁹ cfu g⁻¹ of dry soil to below the detection threshold of both selective (14 cfu g⁻¹ of dry soil) and nonselective (1 × 10³ cfu g⁻¹ of dry soil) plating. However, presence of nonculturable UG2Lr cells in the soil was revealed by PCR and resuscitation of the bacteria. Population density of the encapsulated UG2Lr increased from 2.7 × 10⁶ to 2.9 × 10⁸ cfu g⁻¹ of dry soil after a 3-week incubation at 22°C and declined to 6.3 × 10⁶ cfu g⁻¹ of dry soil after the freeze-thaw treatment.     

A one step PCR-based method for the detection of economically important soft rot Erwinia species on micropropagated potato plants

A simple, rapid and sensitive PCR-based method was developed for the detection of all five subspecies of Erwinia carotovora , including subsp. carotovora and subsp. atroseptica , and all pathovars/biovars of Erwinia chrysanthemi , on plant tissue culture material. Primers SR3F and SR1cR, based on a conserved region of the 16S rRNA gene, amplified a DNA fragment of 119 bp from all 65 such strains tested. Detection limits of the method in vitro were 2·0 × 10²–3·4 × 10³ cfu ml⁻¹ (equivalent to 1–17 cfu per PCR) and, following extraction of genomic DNA from plant extract, detection limits were 2·3 × 10²–1·9 × 10⁴ cfu per microplant sample (equivalent to 5 cfu – 3·8 × 10² cfu per PCR). To improve the sensitivity of the method in planta , to obviate the need for complex and laborious DNA extractions, and to remove inhibitory substances present in the plant extract, an enrichment step was included prior to PCR. Following enrichment, the sensitivity of detection was <10 cfu per microplant sample. This method provides the first sensitive means of detecting latent infection caused by several economically important soft rot erwinias simultaneously on potato tissue culture material.     

Applicability of the 16S–23S rDNA internal spacer for PCR detection of the phytostimulatory PGPR inoculant Azospirillum lipoferum CRT1 in field soil

Aims:  To assess the applicability of the 16S–23S rDNA internal spacer regions (ISR) as targets for PCR detection of Azospirillum ssp. and the phytostimulatory plant growth-promoting rhizobacteria seed inoculant Azospirillum lipoferum CRT1 in soil.
Methods and Results:  Primer sets were designed after sequence analysis of the ISR of A. lipoferum CRT1 and Azospirillum brasilense Sp245. The primers fAZO/rAZO targeting the Azospirillum genus successfully yielded PCR amplicons (400–550 bp) from Azospirillum strains but also from certain non- Azospirillum strains in vitro , therefore they were not appropriate to monitor indigenous Azospirillum soil populations. The primers fCRT1/rCRT1 targeting A. lipoferum CRT1 generated a single 249-bp PCR product but could also amplify other strains from the same species. However, with DNA extracts from the rhizosphere of field-grown maize, both fAZO/rAZO and fCRT1/rCRT1 primer sets could be used to evidence strain CRT1 in inoculated plants by nested PCR, after a first ISR amplification with universal ribosomal primers. In soil, a 7-log dynamic range of detection (10²–10⁸ CFU g⁻¹ soil) was obtained.
Conclusions:  The PCR primers targeting 16S–23S rDNA ISR sequences enabled detection of the inoculant A. lipoferum CRT1 in field soil.
Significance and Impact of the Study:  Convenient methods to monitor Azospirillum phytostimulators in the soil are lacking. The PCR protocols designed based on ISR sequences will be useful for detection of the crop inoculant A. lipoferum CRT1 under field conditions.     

Detection and quantification of Desulforhabdus amnigenus in anaerobic granular sludge by dot blot hybridization and PCR amplification

A species-specific 16S rRNA oligonucleotide probe (ASRB1) was developed for the detection of Desulforhabdus amnigenus in anaerobic granular sludge. The presence of nucleic acids from cells of D. amnigenus in granular sludge was determined using ASRB1 as a specific primer for polymerase chain reaction (PCR) amplification or as a probe for dot blot hybridizations. The detection threshold and the reproducibility of these two methods were determined with sludge amended with 10⁴–10¹⁰ D. amnigenus cells per gram of volatile suspended solids (VSS). For D. amnigenus cells with a ribosomal RNA content of 15 fg cell⁻¹, the lowest number of target cells detected by hybridization was 1 × 10⁸ cells g⁻¹ VSS. With the PCR amplification method the lowest number of target cells which could be detected was 1 × 10⁷ g⁻¹ VSS. This corresponds to a threshold level for hybridization of 0·1–0·001‰ of the total bacterial sludge population, while the threshold level obtained with the PCR approach amounted to 0·01–0·0001‰. The rRNA content of D. amnigenus was found to be affected by the growth rate and the growth phase, and it ranged from 19 fg cell⁻¹ in slow-growing cultures to 90 fg cell⁻¹ in fast-growing cultures. Therefore, the detection threshold of the dot blot hybridization method for fast-growing cells is lower than for slow-growing cells.     

Development of a sequence-characterized amplified region marker for diagnosis of dwarf bunt of wheat and detection of Tilletia controversa Kühn

Aims:  Dwarf bunt of wheat, caused by Tilletia controversa Kühn, is a destructive disease on wheat as well as an important international quarantined disease in many countries. The objective of this investigation was to develop a diagnostic molecular marker generated from amplified fragment length polymorphism (AFLP) for rapid identification of T . controversa .
Methods and Results:  A total of 30 primer combinations were tested by AFLP to detect DNA polymorphisms between T. controversa and related species. The primer combination E08/M02 generated a polymorphic pattern displaying a 451-bp DNA fragment specific for T. controversa . The marker was converted into a sequence-characterized amplified region (SCAR), and specific primers (SC-01₄₉/SC-02₄₁₅), designed for use in PCR detection assays, amplified a unique DNA fragment in all isolates of T. controversa , but not in the related pathogens. The detection limit with the primer set SC-01₄₉/SC-02₄₁₅ was 10 ng of DNA which could be obtained from 11  μ g of teliospores in a 25- μ l PCR reaction.
Conclusions:  An approach to distinguish T. controversa from similar pathogenic fungi has been developed based on the use of a SCAR marker.
Significance and Impact of the Study:  Development of the simple, high throughput assay kit for the rapid diagnosis of dwarf bunt of wheat and detection of T. controversa is anticipated in further studies.     

Rapid DNA extraction protocol from soil for polymerase chain reaction-mediated amplification

A simple and rapid method of DNA extraction from soil was developed and DNA was made suitable for subsequent efficient amplification by the polymerase chain reaction (PCR). Key features of the extraction and purification were cold lysozyme- and SDS-assisted lysis with either freezing-thawing or bead beating, cold phenol extraction of the resulting soil suspension, CsCl and KAc precipitation and, finally, spermine-HCl or glass milk purification of DNA. Crude DNA preparations contained 4–20 μg DNA per g of soil extracted, and at least 50% of this was recovered in the final purified DNA preparations. The resulting DNA was pure enough to be restricted by various enzymes, and was amplifiable at concentrations of up to 20 ng of soil-derived DNA per 50 μl reaction mix.
Amplification of a 683 bp target sequence, pat, was performed with different Taq DNA polymerases. Application of the protocol enabled us to detect target DNA derived from roughly 10³ introduced Pseudomonas fluorescens (RP4 :: pat ) cfu per g of soil. The fate of an introduced population in the soil could be followed to this limit with PCR-assisted detection of target DNA. In addition, target DNA was detected in soil 5 months after release, when the introduced organism was no longer detectable on selective agar plates.
The extraction and purification protocol applied to various different soil types resulted in DNA of sufficient purity to permit amplification by PCR.     

Rapid detection of pathogenic Vibrio parahaemolyticus by a sensitive and specific duplex PCR-hybridization probes assay using LightCycler

Aims:  To develop a real-time polymerase chain reaction (PCR) hybridization probe assay for rapid and specific detection of thermostable direct haemolysin-producing Vibrio parahaemolyticus.
Methods and Results:  Primers and hybridization probes were designed to target the toxR and tdh2 genes. Mismatches were introduced in the tdh2 primers for specific amplification of the target. The 3' ends of donor probes for both genes were labelled with fluorescein. The 5' ends of recipient probes for tdh2 and toxR were labelled with LC Red 640 and LC Red 705, respectively. The real-time assay was evaluated against conventional biochemical tests and the KAP-RPLA kit (Kanagawa phenomenon detection kit by reverse passive latex agglutination). toxR and tdh2 were detected in 100% and 91% of clinical V. parahaemolyticus isolates ( n  = 118), respectively. Specificity and sensitivity of the real-time assay for toxR and tdh2 were 100%, respectively. Dynamic range of detection for toxR was 10⁷–10¹ CFU ml⁻¹ and that for tdh2 was 10⁷–10⁴ CFU ml⁻¹.
Conclusions:  The LightCycler assay described is sensitive and highly specific for detection of pathogenic V. parahaemolyticus in a single reaction tube within 80 min.
Significance and Impact of the Study:  The assay developed allows accurate detection of pathogenic V. parahaemolyticus , which is valuable for rapid tracing of infection source during outbreaks.     

Robust experimental design for optimizing the microbial inhibitor test for penicillin detection in milk

Aims:  To use experimental design techniques and a multiple logistic regression model to optimize a microbiological inhibition test with dichotomous response for the detection of Penicillin G in milk.
Methods and Results:  A 2³ × 2² robust experimental design with two replications was used. The effects of three control factors (V: culture medium volume, S: spore concentration of Geobacillus stearothermophilus , I: indicator concentration), two noise factors (Dt: diffusion time, Ip: incubation period) and their interactions were studied. The V, S, Dt, Ip factors and V × S, V × Ip, S × Ip interactions showed significant effects.
Conclusions:  The use of 100  μ l culture medium volume, 2 × 10⁵ spores ml⁻¹, 60 min diffusion time and 3 h incubation period is recommended. In these elaboration conditions, the penicillin detection limit was of 3·9  μ g l⁻¹, similar to the maximum residue limit (MRL). Of the two noise factors studied, the incubation period can be controlled by means of the culture medium volume and spore concentration.
Significance and Impact of the Study:  We were able to optimize bioassays of dichotomous response using an experimental design and logistic regression model for the detection of residues at the level of MRL, aiding in the avoidance of health problems in the consumer.