Oct 2026· Organic Process Research & Development· 19 references
Biosimilars and Bioanalytical Methods
Abstract
Abstract The identification threshold for organic impurities in drug–linker (D–L) intermediates used to manufacture antibody–drug conjugates (ADCs) remains undefined in the current regulatory landscape. Building on our previously established 1.0% w/w qualification threshold, we propose a science-based identification threshold of 0.25% w/w, derived through the simultaneous application of four independent quantitative criteria to a data set of 47 clinical-stage ADCs. The four criteria are (1) maintenance of a >200-fold safety margin relative to both the ICH Q3A allowable daily intake of 1.0 mg/day and the practical worst-case exposure from conventional small-molecule APIs; (2) preservation of a 5-fold safety-factored benchmark relative to the internal threshold of toxicological concern (iTTC) of 25 nmol/day for parenteral exposure; (3) maintenance of cumulative exposure below one-fifth of the ICH M7 acceptable lifetime dose of 38.3 mg over five years of dosing; and (4) a 1:4 identification-to-qualification ratio, more conservative than precedents for small molecules, peptides, and oligonucleotides. The convergence of these constraints uniquely defines 0.25% w/w as the value simultaneously satisfying all criteria, enabling efficient pharmaceutical development while ensuring patient safety across all oncological ADC indications. The proposed value is intended as a class-wide threshold. Higher product-specific thresholds, including 0.5% w/w and, where scientifically justified, values up to 1.0% w/w, may be considered when product-specific exposure calculations demonstrate compliance with the applicable criteria.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
M. Pikkarainen, Jukka Haikara, O. Salo et al.· Empirical Software Engineeri...· 401 citations· ⚡48
The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al.· Information and Software Tec...· 394 citations· ⚡54
It is proved that any global minimizer of the trajectory balance objective can define a policy that samples exactly from the target distribution, and empirically demonstrate the benefits of the trajectories balance objective for GFlowNet convergence, diversity of generated samples, and robustness to long action sequenc...
Esmeralda S. Whitammer, Moksh Jain, Emmanuel Bengio et al.· Neural Information Processin...· 302 citations· ⚡60