79 %

of FDA global drug warning letters citing data integrity issues.

543 +

Data integrity violations still prevalent in warning letters in 2022 alone

50 bn US$

of total penalties from compliance-related violations in the pharmaceutical industry (since 2000)

How new medications are discovered

Drug discovery is the process how new medications are discovered. In history, drugs were mostly found by identifying active ingredients from traditional medicines or purely by chance. Afterward, classical pharmacology was used to investigate chemical libraries including small molecules, natural products, or plant extracts, and find those with therapeutic effects. Since human DNA was sequenced, reverse pharmacology has found remedies to existing diseases through testing. 

Disease processes, molecular compound tests, existing treatments with unanticipated effects, and new technologies spur drug discovery through the cycle below.

Today drug discovery involves screening hits, medicinal chemistry, and optimization of hits to reduce potential drug side effects (increasing affinity and selectivity). Efficacy or potency, metabolic stability (half-life), and oral bioavailability are also improved in this step of the drug development process.

“"The only way to discover the limits of the possible is to go beyond them into the impossible.”

Arthur C. Clarke | Futurist

Drug Development Trends for 2023

AI & Data Analytics

Over the past few years, there has been a drastic increase in data digitalization in the pharmaceutical sector. Startups are developing increasingly better tools to acquire, scrutinize, and apply large volumes of data towards bottlenecks in drug development. This drives the use of AI to automate data processing to solve complex clinical problems. The application of AI aids drug discovery, repurposing, side effects prediction, and clinical trials. It also assists in decision-making to determine the right therapy for patients, including personalized medicines. Overall, data-driven intelligent technologies make drug development procedures cost-effective, faster, and more productive.

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