ReviewDrug safety2026
Pharmacovigilance Due Diligence in Drug Development: A Practical Playbook for Risk Identification, Compliance Assessment, and Strategic Decision Making.
Review in Drug safety, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- Predictive Safety in the Era of Artificial Intelligence: Promises, Limits, and the Case for an Enterprise Lifecycle Evidence Ecosystem.Drug safety · 2026Review
- Augmenting Medical Judgment in Signal Confirmation: Design Considerations for an AI-Enabled Causality Assessment Framework.Drug safety · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In the pharmaceutical industry, due diligence (DD) is a critical, cross-functional process used to evaluate the scientific and regulatory viability of products, particularly during in-licensing or acquisition. Among the various dimensions assessed, safety evaluation plays a pivotal role in determining whether a product is likely to achieve regulatory approval, maintain a favourable benefit-risk balance, and support sustainable market access. This article focuses on the unique role of pharmacovigilance (PV) and safety experts in the DD process. It outlines the key safety-related questions that must be addressed, highlights potential red flags-such as organ-specific toxicities, labelling liabilities, or risk management burdens-and provides practical considerations for evaluating the robustness of the safety data package. Drawing on extensive industry experience and regulatory precedents, this manuscript offers structured guidance for an area where no formal framework exists. It emphasizes the importance of forecasting the likelihood of achieving a positive benefit-risk profile and identifying foreseeable safety-related barriers-ranging from boxed warnings to withdrawal risk-that could delay approval or diminish product value. By proposing a systematic approach to safety DD, including a playbook and an inclusive checklist with colour-coded categorization framework, this paper aims to support more informed, proactive, and risk-calibrated decision making in pharmaceutical transactions.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.