Pseudomonas Aeruginosa AmpR Transcriptional Regulatory Network

In Enterobacteriaceae, the transcriptional regulator AmpR, a member of the LysR family, regulates the expression of a chromosomal β-lactamase AmpC. The regulatory repertoire of AmpR is broader in Pseudomonas aeruginosa, an opportunistic pathogen responsible for numerous acute and chronic infections including cystic fibrosis. Previous studies showed that in addition to regulating ampC, P. aeruginosa AmpR regulates the sigma factor AlgT/U and production of some quorum sensing (QS)-regulated virulence factors. In order to better understand the ampR regulon, the transcriptional profiles generated using DNA microarrays and RNA-Seq of the prototypic P. aeruginosa PAO1 strain with its isogenic ampR deletion mutant, PAO∆ampR were analyzed. Transcriptome analysis demonstrates that the AmpR regulon is much more extensive than previously thought influencing the differential expression of over 500 genes. In addition to regulating resistance to β-lactam antibiotics via AmpC, AmpR also regulates non-β-lactam antibiotic resistance by modulating the MexEF-OprN efflux pump. Virulence mechanisms including biofilm formation, QS-regulated acute virulence, and diverse physiological processes such as oxidative stress response, heat-shock response and iron uptake are AmpR-regulated. Real-time PCR and phenotypic assays confirmed the transcriptome data. Further, Caenorhabditis elegans model demonstrates that a functional AmpR is required for full pathogenicity of P. aeruginosa. AmpR, a member of the core genome, also regulates genes in the regions of genome plasticity that are acquired by horizontal gene transfer. The extensive AmpR regulon included other transcriptional regulators and sigma factors, accounting for the extensive AmpR regulon. Gene expression studies demonstrate AmpR-dependent expression of the QS master regulator LasR that controls expression of many virulence factors. Using a chromosomally tagged AmpR, ChIP-Seq studies show direct AmpR binding to the lasR promoter. The data demonstrates that AmpR functions as a global regulator in P. aeruginosa and is a positive regulator of acute virulence while negatively regulating chronic infection phenotypes. In summary, my dissertation sheds light on the complex regulatory circuit in P. aeruginosa to provide a better understanding of the bacterial response to antibiotics and how the organism coordinately regulates a myriad of virulence factors.

Utility of a panviral microarray for detection of swine respiratory viruses in clinical samples

Several factors have recently converged, elevating the need for highly parallel diagnostic platforms that have the ability to detect many known, novel, and emerging pathogenic agents simultaneously. Panviral DNA microarrays represent the most robust approach for massively parallel viral surveillance and detection. The Virochip is a panviral DNA microarray that is capable of detecting all known viruses, as well as novel viruses related to known viral families, in a single assay and has been used to successfully identify known and novel viral agents in clinical human specimens. However, the usefulness and the sensitivity of the Virochip platform have not been tested on a set of clinical veterinary specimens with the high degree of genetic variance that is frequently observed with swine virus field isolates. In this report, we investigate the utility and sensitivity of the Virochip to positively detect swine viruses in both cell culture-derived samples and clinical swine samples. The Virochip successfully detected porcine reproductive and respiratory syndrome virus (PRRSV) in serum containing 6.10 × 10(2) viral copies per microliter and influenza A virus in lung lavage fluid containing 2.08 × 10(6) viral copies per microliter. The Virochip also successfully detected porcine circovirus type 2 (PCV2) in serum containing 2.50 × 10(8) viral copies per microliter and porcine respiratory coronavirus (PRCV) in turbinate tissue homogenate. Collectively, the data in this report demonstrate that the Virochip can successfully detect pathogenic viruses frequently found in swine in a variety of solid and liquid specimens, such as turbinate tissue homogenate and lung lavage fluid, as well as antemortem samples, such as serum.

Natural variation in expression of genes associated with carotenoid biosynthesis and accumulation in cassava (Manihot esculenta Crantz) storage root.

ABSTRACT: BACKGROUND: Cassava (Manihot esculenta Crantz) storage root provides a staple food source for millions of people worldwide. Increasing the carotenoid content in storage root of cassava could provide improved nutritional and health benefits. Because carotenoid accumulation has been associated with storage root color, this study characterized carotenoid profiles, and abundance of key transcripts associated with carotenoid biosynthesis, from 23 landraces of cassava storage root ranging in color from white-to-yellow-to-pink. This study provides important information to plant breeding programs aimed at improving cassava storage root nutritional quality. RESULTS: Among the 23 landraces, five carotenoid types were detected in storage root with white color, while carotenoid types ranged from 1 to 21 in storage root with pink and yellow color. The majority of storage root in these landraces ranged in color from pale-to-intense yellow. In this color group, total ß-carotene, containing all-E-, 9-Z-, and 13-Z-ß-carotene isomers, was the major carotenoid type detected, varying from 26.13 to 76.72 %. Although no ?-carotene was observed, variable amounts of a ?-ring derived xanthophyll, lutein, was detected; with greater accumulation of ?-ring xanthophylls than of ß-ring xanthophyll. Lycopene was detected in a landrace (Cas51) with pink color storage root, but it was not detected in storage root with yellow color. Based on microarray and qRT-PCR analyses, abundance of transcripts coding for enzymes involved in carotenoid biosynthesis were consistent with carotenoid composition determined by contrasting HPLC-Diode Array profiles from storage root of landraces IAC12, Cas64, and Cas51. Abundance of transcripts encoding for proteins regulating plastid division were also consistent with the observed differences in total ß-carotene accumulation. CONCLUSIONS: Among the 23 cassava landraces with varying storage root color and diverse carotenoid types and profiles, landrace Cas51 (pink color storage root) had low LYCb transcript abundance, whereas landrace Cas64 (intense yellow storage root) had decreased HYb transcript abundance. These results may explain the increased amounts of lycopene and total ß-carotene observed in landraces Cas51 and Cas64, respectively. Overall, total carotenoid content in cassava storage root of color class representatives were associated with spatial patterns of secondary growth, color, and abundance of transcripts linked to plastid division. Finally, a partial carotenoid biosynthesis pathway is proposed.

Análise de expressão gênica de Xylella fastidiosa cultivada em diferentes concentrações de glicose pela técnica de microarrays de DNA

Xylella fastidiosa (Xf) é o agente etiológico causador de doenças em uma grande variedade de cultivos de grande importância econômica, causando a c1orose variegada dos citros, uma das doenças mais danosas à indústria de citros no Brasil. Os genomas de algumas cepas deste fitopatógeno foram completamente seqüenciados promovendo assim estudos funcionais do genoma em larga escala. Neste trabalho nós nos propusemos a investigar o perfil de transcrição de Xf através da técnica microarranjos (no título da dissertação microarrays, mas a partir de agora usaremos microaarranjos) de DNA usando todo o genoma do fitopatógeno e cultivando-a sob meio definido variando a concentração de glicose. O objetivo inicial deste trabalho era observar se Xf comportava-se da mesma forma que Xac, que tem a expressão de goma aumentada devido ao aumento da concentração de glicose do meio. Nossas análises revelaram que enquanto os transcritos relacionados à goma não se mostraram afetados com a concentração de glicose, genes que codificam para análogos a Colicina-V e precursores de fimbria foram induzidos em alta concentração de glicose. Baseados nestes resultados, nós propusemos um modelo de mecanismo de produção e defesa contra a Colicina em Xf.

Protein-binding microarrays: probing disease markers at the interface of proteomics and genomics.

DNA-binding proteins mediate a variety of crucial molecular functions, such as transcriptional regulation and chromosome maintenance, replication and repair, which in turn control cell division and differentiation. The roles of these proteins in disease are currently being investigated using microarray-based approaches. However, these assays can be difficult to adapt to routine diagnosis of complex diseases such as cancer. Here, we review promising alternative approaches involving protein-binding microarrays (PBMs) that probe the interaction of proteins from crude cell or tissue extracts with large collections of synthetic or natural DNA sequences. Recent studies have demonstrated the use of these novel PBM approaches to provide rapid and unbiased characterization of DNA-binding proteins as molecular markers of disease, for example cancer progression or infectious diseases.

DNA Topoisomerase I Gene Copy Number and mRNA Expression Assessed as Predictive Biomarkers for Adjuvant Irinotecan in Stage II/III Colon Cancer.

PURPOSE: Prospective-retrospective assessment of theTOP1gene copy number andTOP1mRNA expression as predictive biomarkers for adjuvant irinotecan in stage II/III colon cancer. EXPERIMENTAL DESIGN: Formalin-fixed, paraffin-embedded tissue microarrays were obtained from an adjuvant colon cancer trial (PETACC3) where patients were randomized to 5-fluorouracil/folinic acid with or without additional irinotecan.TOP1copy number status was analyzed by fluorescencein situhybridization (FISH) using aTOP1/CEN20 dual-probe combination.TOP1mRNA data were available from previous analyses. RESULTS: TOP1FISH and follow-up data were obtained from 534 patients.TOP1gain was identified in 27% using a single-probe enumeration strategy (≥4TOP1signals per cell) and in 31% when defined by aTOP1/CEN20 ratio ≥ 1.5. The effect of additional irinotecan was not dependent onTOP1FISH status.TOP1mRNA data were available from 580 patients with stage III disease. Benefit of irinotecan was restricted to patients characterized byTOP1mRNA expression ≥ third quartile (RFS: HRadjusted, 0.59;P= 0.09; OS: HRadjusted, 0.44;P= 0.03). The treatment byTOP1mRNA interaction was not statistically significant, but in exploratory multivariable fractional polynomial interaction analysis, increasingTOP1mRNA values appeared to be associated with increasing benefit of irinotecan. CONCLUSIONS: In contrast to theTOP1copy number, a trend was demonstrated for a predictive property ofTOP1mRNA expression. On the basis ofTOP1mRNA, it might be possible to identify a subgroup of patients where an irinotecan doublet is a clinically relevant option in the adjuvant setting of colon cancer.Clin Cancer Res; 22(7); 1621-31. ©2015 AACR.

Evaluating DNA damage response (DDR) activation in human prostate cancer

Introduction: Au Canada, le cancer de la prostate est le cancer le plus fréquemment diagnostiqué chez les hommes et le plus mortel après les cancers du poumon et du côlon. Il y a place à optimiser le traitement du cancer de la prostate de manière à mettre en œuvre une médecine personnalisée qui s’adapte aux caractéristiques de la maladie de chaque patient de façon individuelle. Dans ce mémoire, nous avons évalué la réponse aux dommages de l’ADN (RDA) comme biomarqueur potentiel du cancer de la prostate. Les lésions potentiellement oncogènes de l'ADN déclenche une cascade de signalisation favorisant la réparation de l'ADN et l’activation des points de contrôle du cycle cellulaire pour préserver l’intégrité du génome. La RDA est un mécanisme central de suppression tumorale chez l’homme. La RDA joue un rôle important dans l’arrêt de la prolifération des cellules dont les génomes sont compromis, et donc, prévient la progression du cancer en agissant comme une barrière. Cette réponse cellulaire détermine également comment les cellules normales et cancéreuses réagissent aux agents utilisés pour endommager l'ADN lors du traitement du cancer comme la radiothérapie ou la chimiothérapie, en plus la présence d,un certain niveau de RDA dans les cellules du cancer de la prostate peuvent également influer sur l'issue de ces traitements. L’activation des signaux de la RDA peut agir comme un frein au cancer dans plusieurs lésions pré-néoplasiques de l'homme, y compris le cancer de la prostate. Il a été démontré que la RDA est augmentée dans les cellules de néoplasie intra- épithéliale (PIN) comparativement aux cellules prostatiques normales. Toutefois, le devient de la RDA entre le PIN et l’adénocarcinome est encore mal documenté et aucune corrélation n'a été réalisée avec les données cliniques des patients. Notre hypothèse est que les niveaux d’activation de la RDA seront variables selon les différents grades et agressivité du cancer de la prostate. Ces niveaux pourront être corrélés et possiblement prédire les réponses cliniques aux traitements des patients et aider à définir une stratégie plus efficace et de nouveaux biomarqueurs pour prédire les résultats du traitement et personnaliser les traitements en conséquence. Nos objectifs sont de caractériser l'activation de la RDA dans le carcinome de la prostate et corréler ses données avec les résultats cliniques. Méthodes : Nous avons utilisé des micro-étalages de tissus (tissue microarrays- TMAs) de 300 patients ayant subi une prostatectomie radicale pour un cancer de la prostate et déterminé le niveau d’expression de protéines de RDA dans le compartiment stromal et épithélial des tissus normaux et cancéreux. Les niveaux d’expression de 53BP1, p-H2AX, p65 et p-CHK2 ont été quantifiés par immunofluorescence (IF) et par un logiciel automatisé. Ces marqueurs de RDA ont d’abord été validés sur des TMAs-cellule constitués de cellules de fibroblastes normales ou irradiées (pour induire une activation du RDA). Les données ont été quantifiées à l'aide de couches binaires couramment utilisées pour classer les pixels d'une image pour que l’analyse se fasse de manière indépendante permettant la détection de plusieurs régions morphologiques tels que le noyau, l'épithélium et le stroma. Des opérations arithmétiques ont ensuite été réalisées pour obtenir des valeurs correspondant à l'activation de la RDA qui ont ensuite été corrélées à la récidive biochimique et l'apparition de métastases osseuses. Résultats : De faibles niveaux d'expression de la protéine p65 dans le compartiment nucléaire épithélial du tissu normal de la prostate sont associés à un faible risque de récidive biochimique. Par ailleurs, nous avons aussi observé que de faibles niveaux d'expression de la protéine 53BP1 dans le compartiment nucléaire épithéliale du tissu prostatique normal et cancéreux ont été associés à une plus faible incidence de métastases osseuses. Conclusion: Ces résultats confirment que p65 a une valeur pronostique chez les patients présentant un adénocarcinome de la prostate. Ces résultats suggèrent également que le marqueur 53BP1 peut aussi avoir une valeur pronostique chez les patients avec le cancer de la prostate. La validation d'autres marqueurs de RDA pourront également être corrélés aux résultats cliniques. De plus, avec un suivi des patients plus long, il se peut que ces résultats se traduisent par une corrélation avec la survie. Les niveaux d'activité de la RDA pourront éventuellement être utilisés en clinique dans le cadre du profil du patient comme le sont actuellement l’antigène prostatique spécifique (APS) ou le Gleason afin de personnaliser le traitement.

Estudos de expressão gênica utilizando-se microarrays: delineamento, análise, e aplicações na pesquisa zootécnica

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Identificação de perfis diferenciais de metilação do DNA na endometriose

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Aplicação de modelos lineares para análise de expressão gênica em experimentos de microarrays

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Germline DNA copy number variation in familial and early-onset breast cancer

Introduction: Genetic factors predisposing individuals to cancer remain elusive in the majority of patients with a familial or clinical history suggestive of hereditary breast cancer. Germline DNA copy number variation (CNV) has recently been implicated in predisposition to cancers such as neuroblastomas as well as prostate and colorectal cancer. We evaluated the role of germline CNVs in breast cancer susceptibility, in particular those with low population frequencies (rare CNVs), which are more likely to cause disease." Methods: Using whole-genome comparative genomic hybridization on microarrays, we screened a cohort of women fulfilling criteria for hereditary breast cancer who did not carry BRCA1/BRCA2 mutations. Results: The median numbers of total and rare CNVs per genome were not different between controls and patients. A total of 26 rare germline CNVs were identified in 68 cancer patients, however, a proportion that was significantly different (P = 0.0311) from the control group (23 rare CNVs in 100 individuals). Several of the genes affected by CNV in patients and controls had already been implicated in cancer. Conclusions: This study is the first to explore the contribution of germline CNVs to BRCA1/2-negative familial and early-onset breast cancer. The data suggest that rare CNVs may contribute to cancer predisposition in this small cohort of patients, and this trend needs to be confirmed in larger population samples.

Mechanisms of cell senescence: p21 and DNA damage response in aging and longevity

Theory of aging postulates that aging is a remodeling process where the body of survivors progressively adapts to internal and external damaging agents they are exposed to during several decades. Thus , stress response and adaptation mechanisms play a fundamental role in the aging process where the capability of adaptating effects, certainly, also is related the lifespan of each individual. A key gene linking aging to stress response is indeed p21, an induction of cyclin-dependent kinase inhibitor which triggers cell growth arrest associated with senescence and damage response and notably is involved in the up-regulation of multiple genes that have been associated with senescence or implicated in age-related . This PhD thesis project that has been performed in collaboration with the Roninson Lab at Ordway Research Institute in Albany, NY had two main aims: -the testing the hypothesis that p21 polymorphisms are involved in longevity -Evaluating age-associated differences in gene expression and transcriptional response to p21 and DNA damage In the first project, trough PCR-sequencing and Sequenom strategies, we we found out that there are about 30 polymorphic variants in the p21 gene. In addition, we found an haplotpype located in -5kb region of the p21 promoter whose frequency is ~ 2 fold higher in centenarians than in the general population (Large-scale analysis of haplotype frequencies is currently in progress). Functional studies I carried out on the promoter highilighted that the ―centenarian‖ haplotype doesn’t affect the basal p21 promoter activity or its response to p53. However, there are many other possible physiological conditions in which the centenarian allele of the p21 promoter may potentially show a different response (IL6, IFN,progesterone, vitamin E, Vitamin D etc). In the second part, project #2, trough Microarrays we seeked to evaluate the differences in gene expression between centenarians, elderly, young in dermal fibroblast cultures and their response to p21 and DNA damage. Microarray analysis of gene expression in dermal fibroblast cultures of individuals of different ages yielded a tentative "centenarian signature". A subset of genes that were up- or downregulated in centenarians showed the same response to ectopic expression of p21, yielding a putative "p21-centenarian" signature. Trough RQ-PCR (as well Microarrays studies whose analysis is in progress) we tested the DNA damage response of the p21-centenarian signature genes showing a correlation stress/aging in additional sets of young and old samples treated with p21-inducing drug doxorubicin thus finding for a subset of of them , a response to stress age-related.

Multiplex-Genotypisierung forensisch relevanter SNPs unter Verwendung von Microarrays auf chemisch aktivierten Glasflächen

Die Analyse tandem-repetitiver DNA-Sequenzen hat einen festen Platz als genetisches Typisierungsverfahren in den Breichen der stammesgeschichtlichen Untersuchung, der Verwandtschaftsanalyse und vor allem in der forensischen Spurenkunde, bei der es durch den Einsatz der Multiplex-PCR-Analyse von Short Tandem Repeat-Systemen (STR) zu einem Durchbruch bei der Aufklärung und sicheren Zuordnung von biologischen Tatortspuren kam. Bei der Sequenzierung des humanen Genoms liegt ein besonderes Augenmerk auf den genetisch polymorphen Sequenzvariationen im Genom, den SNPs (single nucleotide polymorphisms). Zwei ihrer Eigenschaften – das häufige Vorkommen innerhalb des humanen Genoms und ihre vergleichbar geringe Mutationsrate – machen sie zu besonders gut geeigneten Werkzeugen sowohl für die Forensik als auch für die Populationsgenetik.rnZum Ziel des EU-Projekts „SNPforID“, aus welchem die vorliegende Arbeit entstanden ist, wurde die Etablierung neuer Methoden zur validen Typisierung von SNPs in Multiplexverfahren erklärt. Die Berücksichtigung der Sensitivität bei der Untersuchung von Spuren sowie die statistische Aussagekraft in der forensischen Analyse standen dabei im Vordergrund. Hierfür wurden 52 autosomale SNPs ausgewählt und auf ihre maximale Individualisierungsstärke hin untersucht. Die Untersuchungen der ersten 23 selektierten Marker stellen den ersten Teil der vorliegenden Arbeit dar. Sie umfassen die Etablierung des Multiplexverfahrens und der SNaPshot™-Typisierungsmethode sowie ihre statistische Auswertung. Die Ergebnisse dieser Untersuchung sind ein Teil der darauf folgenden, in enger Zusammenarbeit der Partnerlaboratorien durchgeführten Studie der 52-SNP-Multiplexmethode. rnEbenfalls im Rahmen des Projekts und als Hauptziel der Dissertation erfolgten Etablierung und Evaluierung des auf der Microarray-Technologie basierenden Verfahrens der Einzelbasenverlängerung auf Glasobjektträgern. Ausgehend von einer begrenzten DNA-Menge wurde hierbei die Möglichkeit der simultanen Hybridisierung einer möglichst hohen Anzahl von SNP-Systemen untersucht. Die Auswahl der hierbei eingesetzten SNP-Marker erfolgte auf der Basis der Vorarbeiten, die für die Etablierung des 52-SNP-Multiplexes erfolgreich durchgeführt worden waren. rnAus einer Vielzahl von Methoden zur Genotypisierung von biallelischen Markern hebt sich das Assay in seiner Parallelität und der Einfachheit des experimentellen Ansatzes durch eine erhebliche Zeit- und Kostenersparnis ab. In der vorliegenden Arbeit wurde das „array of arrays“-Prinzip eingesetzt, um zur gleichen Zeit unter einheitlichen Versuchsbedingungen zwölf DNA-Proben auf einem Glasobjektträger zu typisieren. Auf der Basis von insgesamt 1419 typisierten Allelen von 33 Markern konnte die Validierung mit einem Typisierungserfolg von 86,75% abgeschlossen werden. Dabei wurden zusätzlich eine Reihe von Randbedingungen in Bezug auf das Sonden- und Primerdesign, die Hybridisierungsbedingungen sowie physikalische Parameter der laserinduzierten Fluoreszenzmessung der Signale ausgetestet und optimiert. rn

DNA-Reparatur-assoziierte genetische und epigenetische Faktoren für die Zweittumorentstehung nach Tumoren im Kindes- und Jugendalter

Die Ursachen der Zweittumorentwicklung bei Personen, die eine Krebserkrankung in der Kindheit überlebten, sind weitgehend unklar. Strahlenexposition oder Chemotherapie führen in normalen somatischen Zellen zu DNA-Schäden, welche bei fehlerhafter Reparatur eine Karzinogenese auslösen können. Es ist denkbar, dass genetische Unterschiede z. B. in den Signalwegen der Zellzykluskontrolle und der DNA-Reparatur nach therapieinduzierten DNA-Schäden eine entscheidende Rolle bei der Zweittumorentwicklung spielen. Im Rahmen dieser Arbeit wurden 20 Personen, die eine Krebserkrankung in der Kindheit überlebten und einen unabhängigen Zweittumor entwickelten, mit 20 gematchten Kontrollpersonen ohne Zweittumorentwicklung verglichen. Die primären Fibroblasten der Patienten wurden auf somatische, genetische und/oder epigenetische Unterschiede in DNA-Reparaturnetzwerken untersucht. Die biologisch relevantesten Ergebnisse lieferten Proteinuntersuchungen mittels Antikörper-Microarrays. Hierbei wurde eine konstitutiv erniedrigte Menge an RAD9A und einigen anderen DNA-Reparatur-Proteinen (BRCA1, DDIT3, MSH6, p53, RAD51) in den Zweittumorpatienten im Vergleich zu den Eintumorpatienten festgestellt. Nach einer DNA-Schädigung durch 1 Gray Bestrahlung erhöhte sich die RAD9A-Proteinmenge, wobei die Zweittumorpatienten eine geringere Induktion als die Eintumorpatienten zeigten. Bei der Quantifizierung der mRNA-Expression mittels RTq-PCR wurde ein niedrigerer RAD9A-mRNA-Level sowohl in den unbehandelten und als auch in den 1 Gray bestrahlten Zellen der Zweittumorpatienten festgestellt. SNP-Array und Methylierungsanalysen konnten keine Auffälligkeiten im RAD9A-Lokus nachweisen. Diese Ergebnisse unterstützen die Hypothese, dass Modulationen von RAD9A und anderen Zellzyklusarrest- und DNA-Reparaturproteinen zum Risiko einer Zweittumorentwicklung in Kinderkrebspatienten beitragen. Bei einem diskordanten monozygoten Zwillingspaar wurde in ca. 20% der Zellen des Zweittumorzwillings eine Hypermethylierung des Tumorsuppressorgens BRCA1 festgestellt, die mit einer konstitutiv erniedrigten BRCA1-Proteinexpression einhergeht und einen möglichen Krebsrisikofaktor darstellt. Die partielle Deletion des Gens RSPO3, die wahrscheinlich als somatisches Zellmosaik beim Zweittumorzwilling vorliegt, korreliert mit einer niedrigeren RSPO3-mRNA-Expression und ist vermutlich auch mit einer erhöhten Krebsprädisposition assoziiert.

Virulence typing of Escherichia coli using microarrays

We describe a microarray based broad-range screening technique for Escherichia coli virulence typing. Gene probes were amplified by PCR from a plasmid bank of characterised E. coli virulence genes and were spotted onto a glass slide to form an array of capture probes. Genomic DNA from E. coli strains which were to be tested for the presence of these virulence gene sequences was labelled with fluorescent cyanine dyes by random amplification and then hybridised against the array of probes. The hybridisation, washing and data analysis conditions were optimised for glass slides, and the applicability of the method for identifying the presence of the virulence genes was determined using reference strains and clinical isolates. It was found to be a sensitive screening method for detecting virulence genes, and a powerful tool for determining the pathotype of E. coli. It will be possible to expand and automate this microarray technique to make it suitable for rapid and reliable diagnostic screening of bacterial isolates.