Machine learning enhances genotoxicity assessment using MultiFlow® DNA damage assay.

Genotoxicity is a critical determinant for assessing the safety of pharmaceutical drugs, their metabolites, and impurities. Among genotoxicity tests, mechanistic assays such as the MultiFlow® DNA damage assay (MFA) allows the investigations on mode of action (MoA) of DNA damage through four mechanistic markers recorded at two time points. Previous studies have shown that machine learning (ML) can enhance precision on classifying the MoA of genotoxicants.

Phenotypic screens identify SCAF1 as critical activator of RNAPII elongation and global transcription.

Transcripts produced by RNA polymerase II (RNAPII) are fundamental for cellular responses to environmental changes. It is therefore no surprise that there exist multiple avenues for the regulation of this process. To explore the regulation mediated by RNAPII-interacting proteins, we used a small interfering RNA (siRNA)-based screen to systematically evaluate their influence on RNA synthesis.

A Stable Carbon-Centered Radical Showing Six Amphoteric Redox States.

An air- and moisture-stable hydrocarbon radical with four six- and three five-membered rings alternately fused to a heptacycle was obtained by ortho fusion in a suitably ortho,ortho'-substituted diphenylfluorene and subsequent re-establishment of the conjugation. The radical was obtained in five consecutive steps from commercially available starting materials with a total yield of 34 %; key steps are Suzuki couplings and cyclizing SAr reactions. Mesityl substituents at the five-membered rings ensure the stability of the radical.

Subtle signs of atrial cardiomyopathy and left ventricular diastolic dysfunction are associated with reduced cognitive function: results from the Hamburg City Health Study.

Background: Atrial fibrillation is associated with cognitive dysfunction. Atrial cardiomyopathy has been correlated with both entities. We aimed to characterize the association of echocardiographic parameters of atrial cardiomyopathy with cognitive function and cerebral changes.