Using advanced technology to predict aging-related cell changes in humans

Leveraging Multi-Scale Deep Phenotyping and Applied Machine Learning to Predict Senescent Cell Burden in Humans

NIH-funded research Buck Institute for Research on Aging · NIH-10895604

This study is looking at how certain aging cells in our bodies might be linked to chronic diseases, and it's for anyone interested in understanding how we can spot these cells earlier to help improve health as we age.

Quick facts

Grant typeNIH-funded research
Study typeNIH-funded research
Funding institutionBuck Institute for Research on Aging NIH-funded
Lab location1 site (Novato, United States)
Project IDNIH-10895604 on NIH RePORTER

What this research studies

This research investigates the role of senescent cells, which are long-lived inflammatory cells that accumulate with age and contribute to various chronic diseases. By employing advanced machine learning techniques and multi-scale deep phenotyping, the study aims to create a comprehensive atlas of senescent cells in human tissues. This approach will help identify the burden of these cells and their potential link to age-related diseases, enabling earlier detection and intervention strategies. The research will utilize various technological platforms to analyze human tissue samples and develop robust diagnostic methods.

Who could benefit from this research

Good fit: Ideal candidates for this research include older adults or individuals with chronic diseases associated with aging.

Not a fit: Patients who are young and do not have any age-related conditions may not benefit from this research.

Why it matters

Potential benefit: If successful, this research could lead to improved diagnostics and therapies for age-related diseases by identifying individuals at risk due to senescent cell accumulation.

How similar studies have performed: Previous research has shown promising results in targeting senescent cells with therapies in animal models, indicating potential for success in human applications.

Where this research is happening

Novato, 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 Blood Diseases
Last reviewed 2026-06-09 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.