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. 

Establishment of Induced Pluripotent Stem Cells (iPSC) from the Thirteen-lined Ground Squirrel

The limited choice in cell types available for in vitro studies has become an obstacle in hibernation research. 

Researchers at the National Eye Institute for the first time have successfully established iPSC line(s) from a mammalian hibernator, which can be potentially used to generate various cell types and tissue models for in-depth mechanistic studies of hibernation and coldness tolerance in vitro. 

Strategies to Protect Mammalian Neural Tissue Against Cold and Potentially Other Metabolic Stresses and Physical Damages

Researchers at the National Eye Institute (NEI) have discovered an invention describing a composition and method(s) of using such composition for preserving viability of cells, tissues, or organs at a low temperature (around 4ºC). Current cold storage solutions or methods for cells, tissues, and organs are suboptimal due to irreversible damage to cold-sensitive tissue or organ transplants that need a longer term of storage for facilitating clinical practices.

Selective estrogen-receptor modulators (SERMs) confer protection against photoreceptor degeneration

Retinal degeneration is a deteriorative condition of the human retina caused by the progressive and eventual death of photoreceptor cells. To date, no effective treatment for genetically inherited or age-associated retinal degeneration, which includes a large patient population worldwide, is available.

System for Automated Anatomical Structures Segmentation of Contrast-Enhanced Cardiac Computed Tomography Images

This technology includes a fully automatic 3D image processing system to segment the heart as well as other organs from contrast-enhanced cardiac computed tomography (CCT) images. Our method detects four cardiac chambers including left ventricle, right ventricle, left atrium, right atrium, as well as the ascending aorta and left ventricular myocardium. It also classifies noncardiac tissue structures in the CCT images such as lung, chest wall, spine, descending aorta, and liver.

Use of VDAC inhibitor, VBIT4, as a Treatment for Lupus

This technology includes a small molecule drug (VDAC inhibitor, also known as VBIT4) that may be useful for inhibiting lupus disease. To test lupus animal model, VBIT4 was continuously administered for 5 weeks to mice and there was no mortality or clinical symptoms in these animals. Additionally, VBIT4 treatment blocked the development of skin lesions and alopecia of the ears and face, and suppressed the thickening of the epidermis that accompanies leukocyte infiltration.

Use of Interleukin (IL)-34 to Treat Retinal Inflammation and Neurodegeneration

Interleukin (IL)-34 is a homodimer that is produced mainly by keratinocytes, neuronal cells and regulatory T cells (Tregs). It is believed to play important roles in chronic inflammation and the homeostasis of microglia. Currently, there is no effective treatment for many types of retinal degeneration. An improved treatment of autoimmune uveitis is also needed, as current uveitis treatment primarily uses steroidal anti-inflammation medication, which may produce significant unwanted side effects in long-term use.

Use of Acetalax for Treatment of Triple Negative Breast Cancer

Triple negative (progesterone receptor (PR)-, estrogen receptor (ER)-, human epidermal growth receptor 2 (HER2)-) breast cancer (TNBC) is an aggressive subtype that affects 15-20% of the 1.7 million cases of breast cancer occurring annually.  Currently, standard treatments of TNBC include cytotoxic chemotherapies, surgery, and radiation. However, TNBC readily becomes resistant to chemotherapy, and those with TNBC are more likely to have a recurrence or die within five years compared to those with other breast cancer types.