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Updated: May 10, 2026

Gene Expression Profiling of Infecting Microbes Using a Digital Bar-coding Platform
Published on: January 13, 2016
The PathoChip, a functional gene array for assessing pathogenic properties of diverse microbial communities
Yong-Jin Lee1, Joy D van Nostrand, Qichao Tu
1Institute for Environmental Genomics and Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, USA.
Abstract:
Pathogens present in the environment pose a serious threat to human, plant and animal health as evidenced by recent outbreaks. As many pathogens can survive and proliferate in the environment, it is important to understand their population dynamics and pathogenic potential in the environment. To assess pathogenic potential in diverse habitats, we developed a functional gene array, the PathoChip, constructed with key virulence genes related to major virulence factors, such as adherence, colonization, motility, invasion, toxin, immune evasion and iron uptake. A total of 3715 best probes were selected from 13 virulence factors, covering 7417 coding sequences from 1397 microbial species (2336 strains). The specificity of the PathoChip was computationally verified, and approximately 98% of the probes provided specificity at or below the species level, proving its excellent capability for the detection of target sequences with high discrimination power. We applied this array to community samples from soil, seawater and human saliva to assess the occurrence of virulence genes in natural environments. Both the abundance and diversity of virulence genes increased in stressed conditions compared with their corresponding controls, indicating a possible increase in abundance of pathogenic bacteria under environmental perturbations such as warming or oil spills. Statistical analyses showed that microbial communities harboring virulence genes were responsive to environmental perturbations, which drove changes in abundance and distribution of virulence genes. The PathoChip provides a useful tool to identify virulence genes in microbial populations, examine the dynamics of virulence genes in response to environmental perturbations and determine the pathogenic potential of microbial communities.
Insights
Environmental pathogens pose risks, necessitating understanding their virulence. A new PathoChip array accurately detects virulence genes in microbial communities, revealing increased gene abundance under environmental stress.
Area of Science:
- Environmental microbiology
- Pathogen detection
- Functional genomics
Background:
- Pathogens in the environment threaten human, plant, and animal health.
- Understanding pathogen population dynamics and pathogenic potential is crucial.
- Existing methods may lack the specificity or scope to assess virulence genes across diverse environments.
Purpose of the Study:
- To develop and validate a functional gene array, the PathoChip, for assessing pathogenic potential.
- To identify key virulence genes and their distribution in various environmental samples.
- To investigate the response of virulence genes to environmental perturbations.
Main Methods:
- Development of the PathoChip array using 3715 probes targeting 13 key virulence factors.
- Computational verification of probe specificity, achieving species-level discrimination for ~98% of probes.
- Application of the PathoChip to analyze microbial communities from soil, seawater, and human saliva.
Main Results:
- The PathoChip demonstrated high specificity and discrimination power for detecting virulence genes.
- Analysis of environmental samples revealed an increase in both abundance and diversity of virulence genes under stressed conditions.
- Microbial communities harboring virulence genes showed responsiveness to environmental perturbations, influencing gene distribution.
Conclusions:
- The PathoChip is a valuable tool for identifying virulence genes and assessing pathogenic potential in microbial communities.
- Environmental perturbations can alter the abundance and distribution of virulence genes.
- The study highlights the dynamic nature of pathogenic potential in environmental microbial populations.
Related Concept Videos
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