Carbon nanotube profiling in biological media via advanced Raman spectroscopy techniques

The clinical application of carbon nanotube (CNT) based solutions has sparked debate within the scientific community, primarily due to concerns about their non-biodegradability, potential long-term toxicity and bioaccumulation in organs and tissues. A significant challenge in evaluating the health risks of CNTs is the lack of standardized guidelines for reliably assessing CNT concentrations in biological systems. Here, we explore the use of time-resolved Raman spectroscopy in association with partial least square (PLS) regression models to detect and quantify CNTs in biological systems. This study included a comprehensive assessment of the structural and chemical characteristics of different types and sources of CNTs. The results revealed that separate PLS models must be developed for each CNT source, as the same CNT type from different suppliers exhibited unique principal components due their varying characteristics. This study highlights the benefits of utilizing the unique Raman signature of CNTs in combination with PLS models to establish a standardized method for detecting and quantifying CNTs, potentially opening precedents for the regulatory frameworks concerning clinical use of CNTs.

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Publication Details

Journal
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy
Published
2025-12-14
DOI
https://doi.org/10.1016/j.saa.2025.127357
Citations
1
Primary Topic
Nanoparticles: synthesis and applications
Type
article
Field-Weighted Citation Impact
0.52
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article

Carbon nanotube profiling in biological media via advanced Raman spectroscopy techniques

Olli Pitkänen, Ruth Schmid, Jere Kekkonen, Ilkka Nissinen et al.
1 citations
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy
Nanoparticles: synthesis and applications
0.52
article

Carbon nanotube profiling in biological media via advanced Raman spectroscopy techniques

Olli Pitkänen, Ruth Schmid, Jere Kekkonen, Ilkka Nissinen, Gabriela S. Lorite, Tuomo Talala, Muthusamy Saranya
article en
1 citations

Abstract

The clinical application of carbon nanotube (CNT) based solutions has sparked debate within the scientific community, primarily due to concerns about their non-biodegradability, potential long-term toxicity and bioaccumulation in organs and tissues. A significant challenge in evaluating the health risks of CNTs is the lack of standardized guidelines for reliably assessing CNT concentrations in biological systems. Here, we explore the use of time-resolved Raman spectroscopy in association with partial least square (PLS) regression models to detect and quantify CNTs in biological systems. This study included a comprehensive assessment of the structural and chemical characteristics of different types and sources of CNTs. The results revealed that separate PLS models must be developed for each CNT source, as the same CNT type from different suppliers exhibited unique principal components due their varying characteristics. This study highlights the benefits of utilizing the unique Raman signature of CNTs in combination with PLS models to establish a standardized method for detecting and quantifying CNTs, potentially opening precedents for the regulatory frameworks concerning clinical use of CNTs.

Spectrochimica Acta Part A Molecular and Biomolecular SpectroscopyVol. 349
SINTEF (NO), University of Oulu (FI)
Openalex Percentile: Top 29%
Nanoparticles: synthesis and applications
0.52
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Carbon nanotube profiling in biological media via advanced Raman spectroscopy techniques — Olli Pitkänen, Ruth Schmid, et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy (2025) | TGRS Research Map | TGRS