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Biodesix Inc is a diagnostic solutions company with a focus on lung disease. The Company has a single operating segment focused on providing diagnostic testing services to customers. It provides biopharmaceutical companies with services that include diagnostic research, clinical trial testing, and the discovery, development, and commercialization of companion diagnostics. The revenue is derived from two sources: providing diagnostic testing services associated with blood-based lung and COVID tests; and providing biopharmaceutical companies with services generally provided outside the clinical setting and governed by individual contracts with third parties, as well as the development and commercialization of companion diagnostics.

Johnson & Johnson is the world's largest and most diverse healthcare firm. It has two divisions: innovative medicine and medtech. These now represent all of the company's sales following the divestment of the consumer business, Kenvue, in 2023. After restructurings in 2023-24, the drug division focuses on three main therapeutic areas: immunology, oncology, and neurology. Geographically, just over half of total revenue is generated in the United States.