From Planning Stage Towards FAIR Data: A Practical Metadatasheet For Biomedical Scientists.

Datasets consist of measurement data and metadata. Metadata provides context, essential for understanding and (re-)using data. Various metadata standards exist for different methods, systems and contexts. However, relevant information resides at differing stages across the data-lifecycle. Often, this information is defined and standardized only at publication stage, which can lead to data loss and workload increase. In this study, we developed Metadatasheet, a metadata standard based on interviews with members of two biomedical consortia and systematic screening of data repositories. It aligns with the data-lifecycle allowing synchronous metadata recording within Microsoft Excel, a widespread data recording software. Additionally, we provide an implementation, the Metadata Workbook, that offers user-friendly features like automation, dynamic adaption, metadata integrity checks, and export options for various metadata standards. By design and due to its extensive documentation, the proposed metadata standard simplifies recording and structuring of metadata for biomedical scientists, promoting practicality and convenience in data management. This framework can accelerate scientific progress by enhancing collaboration and knowledge transfer throughout the intermediate steps of data creation.

Discovery and development of labdane-oxindole hybrids as small-molecule inhibitors against chikungunya virus infection.

Chikungunya virus (CHIKV) infection, a febrile illness caused by a mosquito-transmitted alphavirus, has afflicted millions of people worldwide. There is currently no approved effective antiviral treatment for CHIKV infection. In this study, we report a new class of small-molecule CHIKV inhibitors, the oxindole-labdanes, that potently block the replication of CHIKV with good selectivity. Andrographolide, a previously reported inhibitor of CHIKV infection, was used as the lead compound for our initial structure-activity relationship (SAR) study. From a focused library of 72 andrographolide analogues, we identified the lead compound (E)-2 with improved antiviral activities. Further optimization of (E)-2 led to the discovery of the normal-labdane 7-chloro-oxindole (E)-42 as potent inhibitor against two low-passage CHIKV isolates from human patients with an EC50 of 1.55 µM against CHIKV-122508 and 0.14 µM against CHIKV-6708. Compound (E)-42 displayed minimal cytotoxic liability (CC50 > 100 µM), thus furnishing good selectivity relative to the host cells. Mechanistically, (E)-42 does not inactivate the viral particles but rather acts on the host cells to interfere with the viral replication, demonstrating both prophylactic and therapeutic effects. Our findings open a new avenue for the development of oxindole-labdane compounds as promising antiviral drugs against CHIKV infection.