Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.
DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.
The pharmaceutical industry is responsible for 4.4% of global CO 2 emissions. Assays used in drug discovery and development are major contributors to waste, including solubility measurements. These are either accurate but slow and energy-intensive (HPLC, centrifugation, filtration), contributing significantly to global CO 2 emissions, or fast and economical but inaccurate (turbidity/nephelometry). Here, we exploit the sensitivity of highthroughput angle-resolved second harmonic scattering to detect nanoscale interfacial fluctuations in the solvent around the solute. Classical nucleation theory and nonlinear light scattering modeling show that, prior to aggregation, the solvent interfacial area changes drastically. This leads to changes in the standard deviation of the intensity at specific scattering angles, which can be used to obtain insights into the solubilizing mechanism. Exploiting the coherent nature of the emission, the detection limit for solubility/aggregation is reduced from ∼1 μM to ∼1 nM, achieving over a thousandfold sustainability gain, potentially permitting a reduction in the pharmaceutical industry's global CO 2 emissions by ∼3.5%.