This study illustrates how optimization of both liquid-handling accuracy and precision is critical to assay performance. The study was designed to examine (1) liquid-handling performance and (2) the effect of liquid-handling variability on two types of in vitro biochemical assays by making small but deliberate changes to assay volume delivery. Specifically, protein binding (streptavidin) and enzyme (α-galactosidase) assays were investigated by determining the effect of assay volume for each assay component. The concomitant effect of the liquid-handling variability was then measured via inhibitor potency and assay performance characteristics such as Z-factor, signal-to-background, and variability. It was found that small changes in assay component volumes were indeed measurable by potency (IC50) but not necessarily by assay variability (Z-factor). In fact, this study demonstrates how a miscalibrated liquid handler can lead to erroneous data.
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http://dx.doi.org/10.1177/2211068213504095 | DOI Listing |
J Chem Theory Comput
January 2025
State Key Laboratory of Physical Chemistry of Solid Surfaces and Fujian Provincial Key Laboratory of Theoretical and Computational Chemistry, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, P. R. China.
Molecular docking is a crucial technique for elucidating protein-ligand interactions. Machine learning-based docking methods offer promising advantages over traditional approaches, with significant potential for further development. However, many current machine learning-based methods face challenges in ensuring the physical plausibility of generated docking poses.
View Article and Find Full Text PDFNucleosides Nucleotides Nucleic Acids
January 2025
Urology & Nephrology Center, Department of Nephrology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, China.
In the early stages, chronic kidney disease (CKD) can be asymptomatic, marking diagnosis difficult. This study aimed to investigate the diagnostic role and potential regulatory mechanisms of nucleolar protein 14 (NOP14) -antisense RNA 1 (AS1) in patients with CKD. Herein, 68 patients with CKD, 65 patients with CKD undergoing peridialysis, and 80 healthy adults were included.
View Article and Find Full Text PDFAnn Med
December 2025
Department of Neurology, Peking University First Hospital, China.
Objective: Whereas a few studies have evaluated vestibular involvement in Fabry disease (FD), the relationship between vestibular/oculomotor abnormalities and disease-specific biomarkers remain unclear. Therefore, we seek to evaluate these quantitatively and analyze their relationship with disease phenotype and biomarkers in FD.
Methods: This cohort study enrolled 37 Chinese FD patients registered in our center.
Med Educ Online
December 2025
Computer Science and Information Engineering, National Central University, Taoyuan, Taiwan.
Background: Medical Humanities (MH) curricula integrate humanities disciplines into medical education to nurture essential qualities in future physicians. However, the impact of MH on clinical competencies during formative training phases remains underexplored. This study aimed to determine the influence of MH curricula on internship performance.
View Article and Find Full Text PDFAnn Pharmacother
January 2025
Hennepin Healthcare, Minneapolis, MN, USA.
Background: Limited data exist describing the influence of pharmacist-led transition of care (TOC) services in safety-net hospital settings.
Objective: This analysis assessed the impact of pharmacist-led TOC services on hospital readmissions in a high-risk managed Medicaid population impacted by housing instability, substance use disorder (SUD), and mental health issues.
Methods: A retrospective evaluation of patients who received safety-net hospital-based TOC pharmacy services between January 1, 2022, and December 31, 2022, was conducted.
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