GlobalData tracks drug-specific phase transition and likelihood of approval scores, in addition to indication benchmarks based off 18 years of historical drug development data. Attributes of the drug, company and its clinical trials play a fundamental role in drug-specific PTSR and likelihood of approval.

Diabetic Retinopathy overview

Diabetic retinopathy is a complication of diabetes that affects the eyes. Diabetic retinopathy symptoms may include spots or dark strings in the vision (floaters), blurred vision, fluctuating vision, vision loss, and difficulty with color perception. The predisposing factors include diabetes, high blood pressure, high cholesterol, pregnancy, and tobacco use.

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GlobalData’s Likelihood of Approval analytics tool dynamically assesses and predicts how likely a drug will move to the next stage in clinical development (PTSR), as well as how likely the drug will be approved (LoA). This is based on a combination of machine learning and a proprietary algorithm to process data points from various databases found on GlobalData’s Pharmaceutical Intelligence Center.

Data Insights Likelihood of Approval Analysis for Diabetic Retinopathy