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Great anlysis on Novartis' patent cliff challenge. Roche faces a similar dilemma but with a different twist since they've got both pharma (Ocrevus, Tecentriq) and diagnostics divisions creating some insulation that Novartis lacks. Their oncology pipeline is particularly strong with PD-L1 therapies and companion diagnostics forming a feedback loop that generates data advantages beyond just drug sales. While Novartis is betting on Kisqali and inflammatory disease franchises, Roche's diagnostics arm (Foundation Medicine acquisitions for $2.4B) gives them proprietary patient data that informs both drug development and test pricing power.

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