Longitudinal saliva omics responses to immune perturbation: a case study
George I Mias1,2,3, Vikas Vikram Singh4,5, Lavida R K Rogers5,6
1Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, 48824, USA. gmias@msu.edu.
Scientific Reports
|January 13, 2021
Summary
Saliva omics offers a powerful, non-invasive diagnostic tool. This study shows monitoring saliva transcriptome and proteome can track immune responses to vaccination over time.
Area of Science:
- Longitudinal multi-omics analysis of human saliva.
- Investigating non-invasive diagnostic potential of saliva.
- Profiling salivary extracellular vesicles and their RNA content.
Background:
- Saliva omics holds promise for non-invasive diagnostics, particularly for vulnerable populations.
- Previous studies have explored saliva's diagnostic capabilities, but longitudinal multi-omics data is limited.
- Understanding dynamic changes in saliva composition is crucial for developing effective diagnostic markers.
Observation:
- Hourly and daily saliva sampling (100 timepoints) was performed over three periods, including a 24-hour baseline and post-vaccination monitoring.
- Total saliva transcriptome, proteome, and small RNA (mRNA, miRNA, piRNA, bacterial RNA) from extracellular vesicles were profiled.
- Paired analysis of 24-hour periods removed daily variation, enabling precise detection of vaccination responses.
Findings:
- Over 18,000 omics longitudinal series exhibited statistically significant temporal trends.
- Vaccination activated immune pathways like interferon and cytokine signaling, and MHC antigen presentation.
- Salivary messenger RNA (mRNA) demonstrated higher specificity and timeliness in reflecting vaccination responses compared to other omics modalities.
Implications:
- Saliva omics provides a consistent and sensitive method for non-invasive personalized health monitoring.
- This approach can be utilized for real-time diagnostics of immune system activation and response.
- The findings support the development of saliva-based diagnostics for various clinical applications, including vaccine efficacy assessment.
More Related Videos
08:25Collecting Saliva and Measuring Salivary Cortisol and Alpha-amylase in Frail Community Residing Older Adults via Family Caregivers
Published on: December 18, 2013
11.8K
09:08Developing a Salivary Antibody Multiplex Immunoassay to Measure Human Exposure to Environmental Pathogens
Published on: September 12, 2016
8.9K
Related Concept Videos
Longitudinal Research
12.9K
Sometimes we want to see how people change over time, as in studies of human development and lifespan. When we test the same group of individuals repeatedly over an extended period of time, we are conducting longitudinal research. Longitudinal research is a research design in which data-gathering is administered repeatedly over an extended period of time. For example, we may survey a group of individuals about their dietary habits at age 20, retest them a decade later at age 30, and then again...
12.9K
Longitudinal Studies
339
Longitudinal studies are also widely used in other medical and social science fields. For instance, in cardiovascular research, they can monitor patients' health over decades to identify risk factors for heart disease, such as high cholesterol or smoking, and evaluate the long-term effectiveness of preventive measures. Similarly, in mental health studies, researchers might follow individuals from adolescence into adulthood to understand the development and progression of conditions like...
339
