Weakly Supervised Identification and Localization of Drug Fingerprints Based on Label-Free Hyperspectral CARS Microscopy

J Shi, K Bera, P Mukherjee, A Alex, EJ Chaney… - Analytical …, 2023 - ACS Publications
Understanding drug fingerprints in complex biological samples is essential for the
development of a drug. Hyperspectral coherent anti-Stokes Raman scattering (HS-CARS) …

Bessel-beam hyperspectral CARS microscopy with sparse sampling: Enabling high-content high-throughput label-free quantitative chemical imaging

F Masia, I Pope, P Watson, W Langbein… - Analytical …, 2018 - ACS Publications
Microscopy-based high-content and high-throughput analysis of cellular systems plays a
central role in drug discovery. However, for contrast and specificity, the majority of assays …

Identifying subpopulations in multicellular systems by quantitative chemical imaging using label-free hyperspectral CARS microscopy

I Pope, F Masia, K Ewan, A Jimenez-Pascual, TC Dale… - Analyst, 2021 - pubs.rsc.org
Quantitative hyperspectral coherent Raman scattering microscopy merges imaging with
spectroscopy and utilises quantitative data analysis algorithms to extract physically …

[HTML][HTML] Direct visualization of an antidepressant analog using surface-enhanced Raman scattering in the brain

M Tanuma, A Kasai, K Bando, N Kotoku, K Harada… - JCI insight, 2020 - ncbi.nlm.nih.gov
Detailed spatial information of low–molecular weight compound distribution, especially in
the brain, is crucial to understanding their mechanism of actions. Imaging techniques that …

Hyperspectral imaging offers visual and quantitative evidence of drug release from zwitterionic‐phospholipid‐nanocarbon when concurrently tracked in 3D …

SK Misra, F Ostadhossein, E Daza… - Advanced Functional …, 2016 - Wiley Online Library
Spatial and spectral information of a nanocarrier and its payload is crucial for the
advancement of luminescence‐based imaging, disease detection, and treatment in complex …

Simultaneous Protein Colorful Imaging via Raman Signal Classification

D Seo, H Sun, Y Choi - Nano Letters, 2024 - ACS Publications
Protein imaging aids diagnosis and drug development by revealing protein–drug
interactions or protein levels. However, the challenges of imaging multiple proteins, reduced …

Multiplexed molecular imaging with surface enhanced resonance Raman scattering nanoprobes reveals immunotherapy response in mice via multichannel image …

C Andreou, K Plakas, N Berisha, M Gigoux… - Nanoscale …, 2022 - pubs.rsc.org
Visualizing the presence and distribution of multiple specific molecular markers within a
tumor can reveal the composition of its microenvironment, inform diagnosis, stratify patients …

Quantitative drug dynamics visualized by alkyne-tagged plasmonic-enhanced Raman microscopy

K Koike, K Bando, J Ando, H Yamakoshi, N Terayama… - ACS …, 2020 - ACS Publications
Visualizing live-cell uptake of small-molecule drugs is paramount for drug development and
pharmaceutical sciences. Bioorthogonal imaging with click chemistry has made significant …

SERS multiplexing of methylxanthine drug isomers via host–guest size matching and machine learning

WIK Chio, J Liu, T Jones, J Perumal… - Journal of Materials …, 2021 - pubs.rsc.org
Multiplexed detection and quantification of structurally similar drug molecules,
methylxanthine MeX, incl. theobromine TBR, theophylline TPH and caffeine CAF, have been …

Visualization of a machine learning framework toward highly sensitive qualitative analysis by SERS

S Luo, W Wang, Z Zhou, Y Xie, B Ren, G Liu… - Analytical …, 2022 - ACS Publications
Surface-enhanced Raman spectroscopy (SERS), providing near-single-molecule-level
fingerprint information, is a powerful tool for the trace analysis of a target in a complicated …