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Functional Test Generation for AI Accelerators using Bayesian Optimization

Functional Test Generation for AI Accelerators using Bayesian Optimization

Unmet Need Commercial use of artificial intelligence (AI) accelerator technology has grown rapidly as major advances are made in the field. However, when AI accelerators run into process-halting faults, substantial computational effort and time is…

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Rat a1A-adrenergic receptor HeLa cell line

Rat a1A-adrenergic receptor HeLa cell line

Technology Duke inventors have generated a human epithelial carcinoma (HeLa) cell line expressing the hamster α1B-adrenergic receptor.

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Conditional microRNA-9 inhibitor and reporter mouse

Conditional microRNA-9 inhibitor and reporter mouse

Technology Duke inventors have created a novel mouse model termed the conditional microRNA-9 inhibitor and reporter mouse that shows the level of microRNA-9 in all tissues and demonstrates a microRNA-9 deficiency phenoptype. When bred with…

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LpxH targeting antibiotics for Gram-negative bacteria

LpxH targeting antibiotics for Gram-negative bacteria

Unmet Need Antimicrobial resistance of bacteria to antibiotics is a major threat to public health. In 2019, 4.95 million deaths, 64% of all bacterial infection related deaths globally, were attributed to antimicrobial resistance to antibiotics.…

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Hamster a1B-adrenergic receptor HeLa cell line

Hamster a1B-adrenergic receptor HeLa cell line

Technology Duke inventors have generated a human epithelial carcinoma (HeLa) cell line expressing the hamster α1B-adrenergic receptor.

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ZIP fish: zebrafish insulin promoter

ZIP fish: zebrafish insulin promoter

Duke scientists have created stable transgenic zebrafish with strict pancreatic, beta cell-specific expression of GFP in embryos, larvae and adult. This model can serve as a high throughput screen for diabetic drugs.

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A mouse strain lacking functional GRK4 gene

A mouse strain lacking functional GRK4 gene

GRK4 is prominently expressed in testes, with expression also in select brain regions (cerebellum) and other organs and cell types. GRK4 has been implicated in regulation of cerebellar mGluRl and GABA, receptors, and may be…

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Dopamine transporter knockout mice as a screening tool for anti-parkinsonian and anti-dyskinetic agents

Dopamine transporter knockout mice as a screening tool for anti-parkinsonian and anti-dyskinetic agents

Unmet Need The dopamine precursor L-DOPA is the primary treatment for Parkinson's Disease (PD). However, in addition to alleviating motor deficits associated with PD, 50-90% of patients experience side effects such as dyskinesia after 5-10…

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Transgenic zebrafish with hand2 tagged with GFP

Transgenic zebrafish with hand2 tagged with GFP

Technology Duke inventors have generated transgenic zebrafish with the native hand2 developmental transcription factor tagged with green fluorescent protein (GFP). This allows visualization of the activation of hand2 regulatory sequences and can be used for…

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Activated caspase-3 reporter mouse

Activated caspase-3 reporter mouse

Technology The activated caspase-3 reporter mouse is an in vivo screening assay for apoptosis (regulated, energy-dependent cell death) in all tissues. Fluorescence miscroscopy of the fluorophore mCerulean reveals levels of caspase-3 activation in cells, and…

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Transgenic mouse strains to investigate biased ghrelin receptor (GHSR1a) drug candidates

Transgenic mouse strains to investigate biased ghrelin receptor (GHSR1a) drug candidates

Technology Duke inventors have created five novel transgenic mice with point, knockout, or humanizing mutations to the ghrelin receptor (GHSR1a): G protein-biased GHSR1a mouse (GHSR-P147A): CRISPR-Cas9 RNA-induced homology-directed repair (HDR) was used to create a…

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Human B2-adrenergic receptor CHW cell line

Human B2-adrenergic receptor CHW cell line

Technology Duke inventors have generated a chinese hamster fibroblast cell line that expresses the human β2–adrenegic receptor.

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