A drug candidate reaches the clinic through an Investigational New Drug application, the exemption that lets a sponsor ship an unapproved drug to investigators. Per FDA, an IND is needed once a sponsor that has screened a molecule for "pharmacological activity and acute toxicity potential in…
A bioinformatics pipeline is a chained, software-defined series of steps that converts raw sequencing output into analyzed results, recording every tool version and parameter used. It exists to solve reproducibility: as the Nextflow authors wrote in Nature Biotechnology, the main source of…
Platform science in early-stage biotech is engineered, reusable biology — a delivery vector, an engineered binding domain, a data architecture — that one company claims can yield many programs rather than one. The claim is cheap; the validation is not. It arrives as published methods, reference…
Directed evolution is a protein engineering method that iteratively mutates a gene and screens the resulting proteins for improved function, solving problems rational design cannot. The method earned Frances H. Arnold of Caltech the 2018 Nobel Prize in Chemistry, and its products already span…
Antibiotic resistance research starts from measurement. The WHO's Global Antimicrobial Resistance and Use Surveillance System reported in October 2025 that one in six laboratory-confirmed bacterial infections worldwide in 2023 was resistant to antibiotic treatment, per the WHO's news release.…
Omics technologies are measurement methods that read entire classes of molecules at once — genes, RNAs, proteins, metabolites — and single-cell resolution is their current frontier, profiling one cell's transcriptome at a time so tissues resolve into their working parts. The scale is now…