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Updated: Dec 13, 2025

Identification of Metal Oxide Nanoparticles in Histological Samples by Enhanced Darkfield Microscopy and Hyperspectral Mapping
Published on: December 8, 2015
Dark-field hyperspectral imaging for label free detection of nano-bio-materials
Nishir Mehta1, Sushant P Sahu1, Shahensha Shaik1
1Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, Louisiana, USA.
Abstract:
Nanomaterials are playing an increasingly important role in cancer diagnosis and treatment. Nanoparticle (NP)-based technologies have been utilized for targeted drug delivery during chemotherapies, photodynamic therapy, and immunotherapy. Another active area of research is the toxicity studies of these nanomaterials to understand the cellular uptake and transport of these materials in cells, tissues, and environment. Traditional techniques such as transmission electron microscopy, and mass spectrometry to analyze NP-based cellular transport or toxicity effect are expensive, require extensive sample preparation, and are low-throughput. Dark-field hyperspectral imaging (DF-HSI), an integration of spectroscopy and microscopy/imaging, provides the ability to investigate cellular transport of these NPs and to quantify the distribution of them within bio-materials. DF-HSI also offers versatility in non-invasively monitoring microorganisms, single cell, and proteins. DF-HSI is a low-cost, label-free technique that is minimally invasive and is a viable choice for obtaining high-throughput quantitative molecular analyses. Multimodal imaging modalities such as Fourier transform infrared and Raman spectroscopy are also being integrated with HSI systems to enable chemical imaging of the samples. HSI technology is being applied in surgeries to obtain molecular information about the tissues in real-time. This article provides brief overview of fundamental principles of DF-HSI and its application for nanomaterials, protein-detection, single-cell analysis, microbiology, surgical procedures along with technical challenges and future integrative approach with other imaging and measurement modalities. This article is categorized under: Diagnostic Tools > in vitro Nanoparticle-Based Sensing Diagnostic Tools > in vivo Nanodiagnostics and Imaging Implantable Materials and Surgical Technologies > Nanoscale Tools and Techniques in Surgery.
Insights
Dark-field hyperspectral imaging (DF-HSI) offers a low-cost, high-throughput method for analyzing nanomaterials in biological systems. This technique enables non-invasive, quantitative molecular analysis for applications in cancer diagnosis, treatment, and toxicity studies.
Area of Science:
- Nanotechnology and Materials Science
- Biomedical Imaging and Spectroscopy
- Cancer Diagnostics and Therapeutics
Background:
- Nanomaterials are crucial for cancer diagnosis and treatment, particularly in targeted drug delivery and immunotherapy.
- Understanding nanomaterial toxicity and cellular transport is vital, but traditional methods are costly and low-throughput.
- Existing techniques like transmission electron microscopy and mass spectrometry present limitations in speed and cost.
Purpose of the Study:
- To provide an overview of the fundamental principles of dark-field hyperspectral imaging (DF-HSI).
- To highlight the applications of DF-HSI in analyzing nanomaterials within biological contexts.
- To discuss the potential of DF-HSI in various fields including diagnostics, single-cell analysis, and surgical procedures.
Main Methods:
- Integration of spectroscopy and microscopy/imaging to form DF-HSI.
- Utilizing DF-HSI for non-invasive, label-free, and minimally invasive monitoring.
- Combining DF-HSI with multimodal imaging like Fourier transform infrared and Raman spectroscopy for chemical imaging.
Main Results:
- DF-HSI enables investigation of cellular transport and quantification of nanomaterial distribution in biomaterials.
- The technique offers high-throughput quantitative molecular analysis.
- DF-HSI is versatile for monitoring microorganisms, single cells, and proteins.
Conclusions:
- DF-HSI presents a viable, cost-effective alternative to traditional methods for nanomaterial analysis.
- Its applications extend from in vitro nanoparticle-based sensing to in vivo nanodiagnostics and surgical imaging.
- Future integration with other modalities promises enhanced capabilities for real-time molecular analysis in diverse settings.

