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Bullfrog AI Holdings, Inc., through its subsidiaries, operates as a digital biopharmaceutical company that focuses on artificial intelligence and machine learning (AI/ML) driven analysis of data sets in medicine and healthcare in the United States. The company offers bfLEAP, an analytical AI/ML platform for the analysis of preclinical and/or clinical data. It also has licensing agreements with George Washington University for rights to use siRNA targeting Beta2-spectrin in the treatment of human diseases, including hepatocellular carcinoma, obesity, non-alcoholic fatty liver disease, and non-alcoholic steatohepatitis; and Johns Hopkins University for the use of a formulation of Mebendazole for the treatment of glioblastoma, and human cancer or neoplastic disease. The company was founded in 2017 and is based in Gaithersburg, Maryland.

Frequency Therapeutics, Inc., a clinical-stage biotechnology company, focuses on developing therapeutics to activate a person's innate regenerative potential to restore function. Its Progenitor Cell Activation approach uses small molecules to activate progenitor cells within the body to create functional tissue. The company's lead product candidate is FX-322, which is in Phase IIb clinical trial to treat the underlying cause of sensorineural hearing loss. It is also developing medicines for patients across a range of degenerative conditions, including multiple sclerosis, and diseases of the muscle, gastrointestinal tract, skin, and bone. The company has a license and collaboration agreement with Astellas Pharma Inc. for the development and commercialization of FX-322, as well as collaboration and licensing agreements with Massachusetts Eye and Ear, the Massachusetts Institute of Technology, and The Scripps Research Institute. Frequency Therapeutics, Inc. was incorporated in 2014 and is headquartered in Lexington, Massachusetts.

NLS Pharmaceutics AG, a clinical-stage biopharmaceutical company, engages in the discovery and development of therapies for patients with rare and complex central nervous system disorders. The company is focusing on the development of treatments for narcolepsy, idiopathic hypersomnia, and other rare sleep disorders, as well as neurodevelopmental disorders, such as attention deficit hyperactivity disorder (ADHD). Its lead product candidates include Quilience to treat excessive daytime sleepiness and cataplexy; and Nolazol for the treatment of ADHD. The company also developing NLS-4, a selective dopamine reuptake inhibitor to prevent rare sleep disorders; NLS-3, a repurposed reverse ester of methylphenidate for treatment of ADHD; NLS-8, a melatonin ML1A receptor agonist, improved scopolamine-induced amnesia; NLS-11, a norepinephrine and dopamine reuptake inhibitor and muscarinic M1, M2, M3 receptor antagonist; and NLS-12, a norepinephrine and dopamine reuptake inhibitor and muscarinic M4 receptor antagonist. NLS Pharmaceutics AG was incorporated in 2015 and is based in Zurich, Switzerland.

Shuttle Pharmaceuticals Holdings, Inc., a clinical stage pharmaceutical company, develops novel therapies to cure cancers. It develops Ropidoxuridine, an oral halogenated pyrimidine to treat patients with brain tumors and sarcomas SP-1-161, an HDAC inhibitor that initiates the mutated in ataxia-telangiectasia response pathway for radiation sensitizing cancer cells and protecting normal cells; SP-2-225, a pre-clinical class IIb that effects on the regulation of the immune system; and SP-1-303, a pre-clinical selective Class I HDAC for the treatment of ER positive cancers . The company is based in Gaithersburg, Maryland.