Using Artificial Intelligence To Diagnose Uveitis

Summary: 
The National Eye Institute seeks research co-development partners and/or licensees for a deep learning algorithm that can identify retinal vasculitis using color fundus images.

Description of Technology: 
Uveitis is caused by inflammation in the eye that can cause pain and reduce vision. The rate of uveitis in the United States is 1 in every 200 people with eye-related irritation. Permanent symptoms such as vision loss can occur if untreated. Therefore, early detection is crucial. 

Application of AAV44.9 Vector in Gene Therapy for the Inner Ear

This technology includes a novel AAV isolate (AAV44.9) to be used as gene therapy for the inner ear for the treatment of deafness. The ability of AAV vectors to transduce dividing and non-dividing cells, establish long-term transgene expression, and the lack of pathogenicity has made them attractive for use in gene therapy applications. Vectors based on new AAV isolates may have different host range and different immunological properties, thus allowing for more efficient transduction in certain cell types.

Identification of EGFR as A Receptor for AAV6 Transduction

AAV vectors offer unique advantages in gene therapy applications. Studies have shown that these replication deficient parvovirus vectors can deliver DNA to specific tissues and confer long-term transgene expression in a variety of systems. Although many studies have looked at the tissue-specific expression elicited by each of the AAV serotypes, a true understanding of how AAV transduces these tissues is still unclear. Of the large AAV family, only a few receptors or co-receptors have been identified.

Henipavirus Vaccine

Henipaviruses are RNA viruses containing two high consequence human pathogens: Nipah virus (NiV) and Hendra virus (HeV). Both NiV and HeV infection in humans can result in severe respiratory disease and/or severe neurological manifestations, with mortality rates as high as 80%. There are currently no FDA-approved vaccines or therapeutics, and both NiV and HeV are considered dangerous emerging human pathogens with pandemic potential.

mTOR Inhibition for the Prevention of Epithelial Stem Cell Loss and Mucositis

The integrity of the epidermis and mucosal epithelia is highly dependent on self-renewing stem cells and, therefore, is vulnerable to physical and chemical damage from common cancer treatments, such as radiation or chemotherapy. Consequently, many cancer patients undergoing these treatments develop mucositis, a debilitating condition involving painful and deep mucosal ulcerations. Since current prevention and treatment options for mucositis are limited, providing only minor relief and no protection to stem cells, novel therapies are needed.

Diagnostic Biomarker of Metastasis for Improved Clinical Management of Head and Neck Cancer

Squamous Cell Carcinoma of the Head and Neck (HNSCC) is associated with poor prognosis due to the advanced stage of disease (metastasis) typically found at the time of diagnosis. Investigators at the NIH have developed a sensitive method using a protein biomarker for detecting even just a few HNSCC tumor cells in lymph nodes with occult disease.

Vitamin C renal leak as a clinical diagnostic tool in the detection, monitoring, and management of acute and chronic diseases

This technology includes a clinical diagnostic tool for measuring vitamin C elimination by human kidneys that can be used for detecting, monitoring, and managing acute and chronic diseases. Findings revealed significant associations between vitamin C renal leak status and clinical variables affecting renal function and blood glucose. The technology uses vitamin C depletion-repletion kinetics and pharmacokinetic models to establish a physiological vitamin C renal threshold.

Locally Delivered Alkaline Phosphatase for Treatment of Periodontal Disease

This technology includes a product for local delivery of alkaline phosphatase for the treatment of periodontal disease. Our laboratory has discovered that factors regulating phosphate metabolism and specifically the appropriate balance between phosphate (Pi) and pyrophosphate (PPi) at local sites are needed for formation (development), maintenance and regeneration of the tooth root surface (cementum), periodontal ligament (PDL) and surrounding alveolar bone, i.e., the periodontal apparatus.