Development of a device to quickly assess gum disease using saliva samples

SCH: Multidimensional Microfluidic Salivary Sensor with Adversarial Knowledge Distillation for Point-of-Care Assessment of Periodontitis and Comorbidities

NIH-funded research Illinois Institute of Technology · NIH-10910228

This study is working on a new device that can quickly check your saliva for signs of gum disease, helping you and your dentist catch any problems early and keep your smile healthy!

Quick facts

Grant typeR01 grant
Study typeNIH-funded research
Funding institutionIllinois Institute of Technology NIH-funded
Lab location1 site (Chicago, United States)
Project IDNIH-10910228 on NIH RePORTER

What this research studies

This research focuses on creating a prototype sensor that can quickly analyze saliva to detect biomarkers associated with periodontitis, a common gum disease. By utilizing advanced machine learning techniques, the device aims to provide rapid and accurate predictions of periodontal health, which can be used in dental offices or at home. The goal is to enable early detection and monitoring of gum disease, potentially improving patient outcomes and reducing the need for invasive treatments. The research emphasizes the importance of integrating diverse data to enhance understanding of oral health.

Who could benefit from this research

Good fit: Ideal candidates for this research are adults over 21 years old who are at risk for or currently experiencing periodontal disease.

Not a fit: Patients who do not have periodontal disease or are under 21 years old may not benefit from this research.

Why it matters

Potential benefit: If successful, this research could lead to a convenient and cost-effective tool for early detection and management of periodontitis, improving oral health for many patients.

How similar studies have performed: Other research has shown promise in using saliva biomarkers for disease detection, indicating that this approach has potential for success.

Where this research is happening

Chicago, United States

Researchers

About this research

  1. This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
  2. Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
  3. For full project details, budget, and progress reports, visit the official NIH RePORTER page below.
Last reviewed 2026-06-13 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.