Related Experiment Video
Updated: Jun 4, 2026

08:03
Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
Overview: epidemiology, surveillance, and population biology
1Department of Zoology, University of Oxford, Oxford, UK.
Methods in Molecular Medicine
|February 22, 2011
Summary
Understanding meningococcal disease spread requires combining epidemiology with Neisseria meningitidis population biology. Diverse bacterial strains, including hyperinvasive ones, cause varied disease outbreaks, necessitating tailored public health interventions.
Area of Science:
- Epidemiology
- Microbiology
- Population Biology
Background:
- Neisseria meningitidis is a common nasopharyngeal commensal in adults.
- Natural meningococcal populations exhibit genetic diversity, with hyperinvasive lineages causing most disease.
- Distinct hyperinvasive lineages are linked to specific disease patterns and severity.
Purpose of the Study:
- To understand the spread of meningococcal disease.
- To highlight the need for multi-disciplinary approaches in managing meningococcal disease.
- To provide methodologies for monitoring and reacting to meningococcal disease outbreaks.
Main Methods:
- Classical epidemiological techniques.
- Analysis of Neisseria meningitidis population biology.
- Phylogenetic methods, surveillance, and isolate characterization.
Main Results:
- Classical epidemiology combined with population biology offers critical insights into disease spread.
- Hyperinvasive lineages of Neisseria meningitidis are responsible for the majority of disease.
- Different disease epidemiologies necessitate distinct public health management strategies.
Conclusions:
- Effective management of meningococcal disease requires understanding bacterial evolution and epidemiology.
- Tailored public health interventions are crucial for different types of outbreaks.
- A multi-disciplinary approach encompassing surveillance, characterization, and phylogenetic methods is essential.
Related Concept Videos
Introduction to Epidemiology
Epidemiology, known as the cornerstone of public health, involves studying the distribution and determinants of health-related events in defined populations and applying these insights to control health issues. This is essential for understanding how diseases spread, identifying populations at greater risk, and implementing measures to control or prevent outbreaks. Epidemiology addresses not only infectious diseases but also non-communicable conditions like cancer and cardiovascular disease,...
Infectious Diseases and Their Occurrence
Infectious diseases appear in populations through various transmission patterns, influenced by pathogen characteristics, population immunity, environmental conditions, and social behavior. Understanding these patterns is essential for effective public health surveillance and intervention. These categories—sporadic, outbreak, epidemic, pandemic, and endemic—help frame the nature and scope of disease events.Sporadic diseases occur irregularly and infrequently, without a predictable temporal or...
Principles of Disease Surveillance
Disease surveillance is the systematic collection, analysis, and interpretation of health data essential to the planning, implementation, and evaluation of public health practice. This process integrates data dissemination to entities responsible for preventing and controlling disease, injury, and disability. Surveillance systems provide crucial information for action, helping public health authorities make informed decisions to manage and prevent outbreaks, ensure public safety, optimize...
Prevalence and Incidence
In statistical epidemiology and health sciences, two essential metrics—prevalence and incidence—are fundamental for understanding disease dynamics within a population. These measures enable public health officials, epidemiologists, and researchers to assess the burden of diseases, allocate resources effectively, and design impactful public health policies and interventions.
Prevalence indicates the proportion of individuals in a population who have a specific disease or health condition at a...
Prevalence indicates the proportion of individuals in a population who have a specific disease or health condition at a...
Investigation of Disease Outbreaks
Multistate foodborne outbreaks pose significant public health risks and require meticulous investigation to identify sources and implement control measures. The Centers for Disease Control and Prevention (CDC) utilizes a dynamic seven-step process for these investigations, integrating data from laboratories, interviews, and environmental assessments to protect public health.Outbreak Detection: The detection of multistate outbreaks typically begins with PulseNet, the CDC's national laboratory...
Steps in Outbreak Investigation
In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
