Source: CORNELL UNIVERSITY submitted to
GENOMICS APPROACH FOR IMPROVED DIAGNOSIS OF FOOD-BORNE PATHOGENS
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
TERMINATED
Funding Source
Reporting Frequency
Annual
Accession No.
0230719
Grant No.
(N/A)
Project No.
NYC-478499
Proposal No.
(N/A)
Multistate No.
(N/A)
Program Code
(N/A)
Project Start Date
Oct 1, 2012
Project End Date
Sep 30, 2015
Grant Year
(N/A)
Project Director
Chang, YU.
Recipient Organization
CORNELL UNIVERSITY
(N/A)
ITHACA,NY 14853
Performing Department
Vet Population Medicine & Diagnostic Science
Non Technical Summary
The ability to develop a comprehensive diagnostic tool for food-borne pathogens will help to quickly identify and track these outbreaks. We will identify the core genes and specific genes of each species, including virulence factors and antibiotic resistance profiles. In the short term, we anticipate that the results obtained in the proposed studies will facilitate development of specific microarray diagnostic tests for foodborne pathogens and may provide clues as to the sources of infection. In the long term, a microarray-based test may be used for the screening of potential food-borne pathogens and facilitate the reduction of contaminated foods and aid in tracking the contamination back to its source. Therefore, once this technique is well established, it will provide for the rapid detection of foodborne pathogens and help reduce risks to animal and human health.
Animal Health Component
100%
Research Effort Categories
Basic
(N/A)
Applied
(N/A)
Developmental
(N/A)
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
7123310104025%
7123410104025%
7123310110025%
7123410110025%
Goals / Objectives
Microarrays are an excellent means of high through put detection of bacteria for diagnostic purposes. Although a number of diagnostic arrays are reported for bacterial and viral detection, they have not been widely adopted due to the high cost and difficulty in designing large number of probes because of the limited availability of food-borne pathogen sequenced genomes. The recent reduction in genome sequencing cost has resulted in the availability of a large number of sequenced food borne pathogen genomes. Also, the price of the microarray has tumbled making them very affordable. Hence, we propose to develop a composite diagnostic array for the simultaneous detection of all major food borne pathogens. We expect that our pan species array will have the ability to screen for the presence of food- and water-borne pathogens by the examination of specific diagnostic virulence factors or antimicrobial resistance genes and by creating a fingerprint specific to each pathogen. The microarray method offers increased confidence of accurate detection of food and water-borne pathogens over the existing diagnostic technologies. This high throughout pathogen screening system could be widely used for pathogen identification and may be used to identify new pathogens.
Project Methods
To overcome the limitations in existing bacterial detection methodologies, we propose to develop a genomic approach for the detection of common food and waterborne pathogens. Following the strategy of using a set of invariable genes to define the statistical cutoff and then selecting genes that are specific for a species or strain and also including virulence genes to study pathogenicity, we propose to develop a composite array targeting the following genera; Bacillus, Campylobacter, Clostridium, E. coli, Helicobacter, Listeria, Salmonella, Staphylococcus, Streptococcus, Vibrio and Yersinia.

Progress 10/01/12 to 09/30/15

Outputs
Target Audience:Our target audiences include veterinary microbiology researchers, veterinary diagnostic microbiologists and graduate students who are working on this field. Since the data derived from this study may have potential laboratory diagnostic applications, this will be useful for those who are working in a clinical capacity at diagnostic laboratories. We will present the data in the American Association of Veterinary Laboratory Diagnosis (AAVLD) meeting. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?Cuilan Ye, Joy Scaria and Ching-Lin have learned most of the techniques proposed in this proposal. This will be important for them to be an independent research scientist when they have their own lab. How have the results been disseminated to communities of interest?We gave a poster in the Cornell Veterinary school graduate student meeting day. What do you plan to do during the next reporting period to accomplish the goals?This is our final report.

Impacts
What was accomplished under these goals? Our Overall goal in this project was to create a pan-species microarray that can be used for detecting and typing Salmonella enterica and Escherichia coli. We targeted to detect most common disease causing subtypes within these species and probes were designed that determine a strains serotype/pathotype, virulence and antibiotic resistance profile. Our design consists of 414 probes targetting core genes of S. enterica, subspecies I specific genes, fimbrial genes, pathogenicity islands, Gifsy elements and other variable genes. The pan-species array also contained 443 probes for detecting most common disease causing E. coli pathotypes (EHEC, UPEC, EPEC, EAEC, EIEC, and ETEC). Therefore, the pan-species array contained 857 probes. The new array was tested for specificity using known reference strains and strains isolated from clinical cases and food sources. Overall, the pan-species array could differentiate all the targeted Salmonella serovars (14 common disease causing serotypes) and E. coli pathotypes (6 common types). Besides strain typing, pan-species array also could give more resolution for detecting the antibiotic resistance gene profile in the tested strains. Based on these results, a peer-reviewed manuscript is in preparation.

Publications

  • Type: Conference Papers and Presentations Status: Published Year Published: 2013 Citation: Development of an ELISA using recombinant LigACon4-7.5 as antigen for the diagnosis of equine leptospirosis.
  • Type: Conference Papers and Presentations Status: Published Year Published: 2014 Citation: Recombinant antigens rLipL21, rLoa22, rLipL32 and rLigACon4-8 for serological diagnosis of leptospirosis by enzyme-linked immunosorbent assays in dogs.


Progress 10/01/13 to 09/30/14

Outputs
Target Audience: Our target audience will be those scientists who are working on the diagnosis of food borne pathogens and also the farmers, farm veterinarian and food microbiologist. We will present our finding in the scientific meeting to distribute our data. Eventually, we will submit our manuscript to referee journals for publication. By this way, we can distribute our data in a public domain. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided? One of the research associate was working on this project and get training. How have the results been disseminated to communities of interest? Yes, one of the paper is published. What do you plan to do during the next reporting period to accomplish the goals? We will continue to work to finish proposed project.

Impacts
What was accomplished under these goals? In the previous reporting period, our efforts were focused on developing a more sensitive pathogen detection assay for Salmonella enterica by combining microarray based capture of core genes, serovar specific genes and virulence genes, and sequencing of the captured genes using Illumina next generation sequencing platform. During the current reporting period, we attempted to expand this method to Escherichia coli pathotypes. The following E. coli pathotypes were selected as targets for the new assay; (i) enteropathogenic E. coli (EPEC), which causes diarrhea in children and animals; (ii) enterohemorrhagic E. coli (EHEC), which is responsible for hemorrhagic colitis and hemolytic-uremic syndrome; (iii) enterotoxigenic E. coli (ETEC), which causes traveler's diarrhea and porcine and bovine diarrhea; (iv) enteroaggregative E. coli (EAEC), which causes persistent diarrhea in humans, and diffusely adherent E. coli (DAEC), a subclass of enteroaggregative E. coli which causes diarrhea in children; (v) enteroinvasive E. coli (EIEC). From among the above pathotyes, we have identified 360 genes as candidates strain differentiation and detection. We are in the process of optimizing the gene capture conditions for these E. coli pathotypes. Once we optimize the capture conditions, we anticipate no problems in the sequencing of captured genes as next generation sequencing protocols on Illumina are highly streamlined.

Publications

  • Type: Journal Articles Status: Published Year Published: 2014 Citation: Recombinant Antigens rLipL21, rLoa22, rLipL32 and rLigACon4-8 for Serological Diagnosis of Leptospirosis by Enzyme- Linked Immunosorbent Assays in Dogs


Progress 10/01/12 to 09/30/13

Outputs
Target Audience: The target of audiences in this period is scientists who are working on this field and farmers who who need to get some of these knowledge. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided? Joy Scaria is working on this project and get training from this study. How have the results been disseminated to communities of interest? We have a publication in a public domain for those who are interesting in this study. What do you plan to do during the next reporting period to accomplish the goals? We will continue to perform the study as proposed in our proposal.

Impacts
What was accomplished under these goals? Campylobacter, E. coli, Listeria, Salmonella, Bacillus, Clostridium, Staphylococcus, Streptococcus, Vibrio and Yersinia. For the array design, we use a set of core genes from these genera as positive controls and strain specific genes as species differentiating genes. For each gene, a 60 base region was selected as probes. These probes are then synthesized on Agilent Earray platform. The efficiency of this approach was then tested on a test array targeting to differentiate 14 most common Salmonella enterica serovars. Although this approach could differentiate the targeted serovars, the lower limit of detection was 103 bacteria in the sample. For any robust assay, the lower limit of detection should be at least 10 1 bacteria/sample. To increase the sensitivity of the assay, we have decided to incorporate next generation sequencing based approach. In this method, we will use microarray to capture the target genes and then the captured genes will be linearly amplified and sequenced on an Illumina Miseq platform. We expect that this new approach will enable us to increase the sensitivity of the assay significantly. Since requirements for NGS based assay is different from that of microarray based approach alone, we are designing new probes for target genes and are optimizing the capture and amplification protocols.

Publications

  • Type: Journal Articles Status: Published Year Published: 2013 Citation: Yan, W., M. H. Saleem, P. McDonough, S. P. McDonough,T. J. Divers, Y. F. Chang. 2013. Development of an ELISA using recombinant LigACon4-7.5 as antigen for the diagnosis of equine leptospirosis. Clin Vaccine Immunol. 20:1143-1149