A tool to predict the risk of oral lesions turning into cancer

PROSPECT: Premalignant Oral Lesions Pathology and Epigenetic Risk Prediction Tool

NIH-funded research Loma Linda University · NIH-10973136

This study is working on a new, easy-to-use tool that uses smart technology to help doctors spot early signs of mouth lesions that could turn into cancer, making it especially helpful for patients in places where healthcare is hard to get.

Quick facts

Grant typeR01 grant
Study typeNIH-funded research
Funding institutionLoma Linda University NIH-funded
Lab location1 site (Loma Linda, UNITED STATES)
Project IDNIH-10973136 on NIH RePORTER

What this research studies

This research focuses on developing a minimally invasive tool that uses artificial intelligence to identify oral premalignant lesions at high risk of progressing to oral cavity squamous cell carcinoma. By analyzing existing data and conducting a prospective study, the research aims to improve the accuracy of diagnosing these lesions through a combination of cytology, histology, and epigenetic markers. The goal is to create a more reliable method for monitoring patients with oral lesions, especially in areas with limited access to healthcare resources.

Who could benefit from this research

Good fit: Ideal candidates for this research are individuals with oral premalignant lesions who are at risk of developing oral cavity squamous cell carcinoma.

Not a fit: Patients without oral lesions or those who have already been diagnosed with advanced oral cancer may not benefit from this research.

Why it matters

Potential benefit: If successful, this research could lead to earlier and more accurate identification of patients at risk for oral cancer, potentially improving survival rates.

How similar studies have performed: Previous research has shown promise in using AI and biomarker approaches for cancer risk assessment, indicating potential success for this novel methodology.

Where this research is happening

Loma Linda, 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.
Conditions Cancers
Last reviewed 2026-06-10 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.