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Multi-Laboratory Testing of Early Preclinical Discoveries Identifies Promising Treatments

Year: 2026
Type: preprint
Abstract: A fundamental challenge in drug development is the frequent failure of early laboratory research to translate into clinical benefit. One promising solution is to confirm findings from exploratory single-laboratory studies across multiple laboratories before clinical testing. We investigated this approach following the conduct of preclinical multi-laboratory studies across different fields of medicine. For this, we evaluated effect sizes, experimental rigor, and a set of criteria to identify determinants of confirmation success. When tested under increased rigor, only a fraction of multi-laboratory studies confirmed the initial results. The underlying effect size reduction was associated with outcome-relevant experimental differences between exploratory and confirmatory stages. In summary, multi-laboratory studies proved highly informative and served as an effective filter for promising treatments. One Sentence Summary Confirmatory testing of exploratory findings in rigorous multi-laboratory settings reveals which hold up and what limits their translation.
Language: English
Subfield: Small Animals
Field: Veterinary
Open Access status: green
OpenAlex ID: W7214339474
Cites: 2
Cited by:
Related to: 10