Parallelized 61‐Sample Inhibition Screening Accelerated by ¹⁹F‐MRI Compressed Sensing

$^{19}$F NMR is a well-established technique for screening ligands in early drug discovery. However, conventional NMR measurements are inherently sequential, which limits experimental throughput. We recently demonstrated that 19F MR imaging (MRI) enables spatial parallelization of such measurements. In this study, we leverage the reporter assay format, where the transverse relaxation (𝑇$_2$) of a fluorinated reporter ligand is monitored in the presence of potential competitors. Using 𝑇$_2$-weighted MR images, up to 61 miniaturized samples can be resolved simultaneously. The screening assay operates at microliter-scale volumes in a custom miniaturized honeycomb sample holder, providing a readily accessible and scalable quantitative binding assay. To further accelerate data acquisition, we developed optimized imaging protocols based on compressed sensing (CS), enabling substantial reductions in measurement time without compromising quantitative accuracy. This approach allows parallel screening of 55 potential ligands and efficient determination of relative binding affinities through simultaneous dose-response experiments. We demonstrate the method on the model protein trypsin and the antibiotic target PPAT, characterizing several ligands with distinct binding properties. This study highlights the potential of MRI to enhance throughput and efficiency in early-stage drug discovery markedly.

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Publication Details

Journal
KITopen
Published
2026-09-14
DOI
https://doi.org/10.5445/ir/1000196958
Primary Topic
Lanthanide and Transition Metal Complexes
Type
article
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article

Parallelized 61‐Sample Inhibition Screening Accelerated by ¹⁹F‐MRI Compressed Sensing

Dilara Faderl, Neil MacKinnon, Alvar D. Gossert, Jan G. Korvink
KITopen
Lanthanide and Transition Metal Complexes
article

Parallelized 61‐Sample Inhibition Screening Accelerated by ¹⁹F‐MRI Compressed Sensing

Dilara Faderl, Neil MacKinnon, Alvar D. Gossert, Jan G. Korvink
article en

Abstract

$^{19}$F NMR is a well-established technique for screening ligands in early drug discovery. However, conventional NMR measurements are inherently sequential, which limits experimental throughput. We recently demonstrated that 19F MR imaging (MRI) enables spatial parallelization of such measurements. In this study, we leverage the reporter assay format, where the transverse relaxation (𝑇$_2$) of a fluorinated reporter ligand is monitored in the presence of potential competitors. Using 𝑇$_2$-weighted MR images, up to 61 miniaturized samples can be resolved simultaneously. The screening assay operates at microliter-scale volumes in a custom miniaturized honeycomb sample holder, providing a readily accessible and scalable quantitative binding assay. To further accelerate data acquisition, we developed optimized imaging protocols based on compressed sensing (CS), enabling substantial reductions in measurement time without compromising quantitative accuracy. This approach allows parallel screening of 55 potential ligands and efficient determination of relative binding affinities through simultaneous dose-response experiments. We demonstrate the method on the model protein trypsin and the antibiotic target PPAT, characterizing several ligands with distinct binding properties. This study highlights the potential of MRI to enhance throughput and efficiency in early-stage drug discovery markedly.

KITopen
Openalex Percentile: Top 24%
Lanthanide and Transition Metal Complexes
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Parallelized 61‐Sample Inhibition Screening Accelerated by ¹⁹F‐MRI Compressed Sensing — Dilara Faderl, Neil MacKinnon, et al. · KITopen (2026) | TGRS Research Map | TGRS