Surface-Enhanced Raman and Two-Dimensional Correlation Spectroscopy for In-Depth Analysis of Solid–Liquid Interface Interactions of Compounds Relevant to Cancer Therapy

This work presents a systematic analysis of solid-liquid interface interactions of cancer-relevant compounds using surface-enhanced Raman spectroscopy (SERS) combined with two-dimensional correlation spectroscopy (2D-COS). Experimental SERS data and 2D-COS maps for (diphenylphosphoryl)(pyridin-4-yl)methanol adsorbed on copper oxide (CuO) nanostructures (CuONSs) are reported for the first time, while previously published spectra of neurotensin (NT) and neuromedin C (NMC) were re-analyzed to construct corresponding 2D-COS maps. A novel approach was adopted, involving a generalized 2D-COS methodology, in which all data sets were processed using the same preprocessing steps and 2D-COS parameters. This strategy departs from conventional, case-dependent 2D-COS analyses and enables direct comparability across different molecular systems, even for complex spectra characterized by relatively low signal-to-noise ratios. As a result, the proposed workflow provides a reproducible, transferable, and broadly applicable analytical framework rather than system-specific analyses. Analysis of intensity variations, as well as synchronous and asynchronous correlations, allowed the identification of subtle spectral changes related to adsorption geometry and molecular orientation. Observed trends in band intensities provide a consistent and cross-system basis for assigning molecular interactions and surface orientations, demonstrating that 2D-COS can yield robust and mechanistically interpretable insights beyond what is accessible from conventional SERS spectra. These findings underscore the power of combining SERS and a standardized 2D-COS analysis to reveal dynamic molecular behavior at interfaces, offering a general framework for future studies on biologically and chemically relevant systems.

Authors

Institutions

Publication Details

Journal
Applied Spectroscopy
Published
2026-04-01
DOI
https://doi.org/10.1177/00037028261433049
Primary Topic
Gold and Silver Nanoparticles Synthesis and Applications
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Surface-Enhanced Raman and Two-Dimensional Correlation Spectroscopy for In-Depth Analysis of Solid–Liquid Interface Interactions of Compounds Relevant to Cancer Therapy

Edyta Proniewicz
Applied Spectroscopy
Gold and Silver Nanoparticles Synthesis and Applications
article

Surface-Enhanced Raman and Two-Dimensional Correlation Spectroscopy for In-Depth Analysis of Solid–Liquid Interface Interactions of Compounds Relevant to Cancer Therapy

Edyta Proniewicz
article en

Abstract

This work presents a systematic analysis of solid-liquid interface interactions of cancer-relevant compounds using surface-enhanced Raman spectroscopy (SERS) combined with two-dimensional correlation spectroscopy (2D-COS). Experimental SERS data and 2D-COS maps for (diphenylphosphoryl)(pyridin-4-yl)methanol adsorbed on copper oxide (CuO) nanostructures (CuONSs) are reported for the first time, while previously published spectra of neurotensin (NT) and neuromedin C (NMC) were re-analyzed to construct corresponding 2D-COS maps. A novel approach was adopted, involving a generalized 2D-COS methodology, in which all data sets were processed using the same preprocessing steps and 2D-COS parameters. This strategy departs from conventional, case-dependent 2D-COS analyses and enables direct comparability across different molecular systems, even for complex spectra characterized by relatively low signal-to-noise ratios. As a result, the proposed workflow provides a reproducible, transferable, and broadly applicable analytical framework rather than system-specific analyses. Analysis of intensity variations, as well as synchronous and asynchronous correlations, allowed the identification of subtle spectral changes related to adsorption geometry and molecular orientation. Observed trends in band intensities provide a consistent and cross-system basis for assigning molecular interactions and surface orientations, demonstrating that 2D-COS can yield robust and mechanistically interpretable insights beyond what is accessible from conventional SERS spectra. These findings underscore the power of combining SERS and a standardized 2D-COS analysis to reveal dynamic molecular behavior at interfaces, offering a general framework for future studies on biologically and chemically relevant systems.

Applied Spectroscopy
Jagiellonian University (PL), AGH University of Krakow (PL)
Narodowe Centrum Nauki, Akademia Górniczo-Hutnicza im. Stanislawa Staszica
Openalex Percentile: Top 30%
Gold and Silver Nanoparticles Synthesis and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.