Digital Dermatopathology of Scabies: HE-Compatible VIS–NIR Hyperspectral Imaging as a Label-Free Proof-of-Concept Approach
<b>Background:</b> Scabies, caused by <i>Sarcoptes scabiei</i> var. <i>hominis</i>, remains difficult to confirm histologically when parasites are sparse or fragmented. Conventional microscopy is particular but limited by small sample size, tissue destruction, and observer dependence. <b>Objective:</b> To evaluate visible-near-infrared hyperspectral imaging (VIS-NIR HSI) as a label-free optical method for detecting <i>S. scabiei</i> in human skin sections and to assess its compatibility with routine HE staining. <b>Methods:</b> Formalin-fixed, paraffin-embedded (FFPE) skin tissue from six patients with histologically verified scabies was analysed using VIS-NIR HSI (500-1000 nm). Unstained sections mounted on CaF<sub>2</sub> substrates and parallel HE-stained slides were imaged. Spectral datasets were processed by principal component analysis and segmentation to distinguish mite structures from epidermal and dermal compartments. <b>Results:</b> The chitin-rich mite exoskeleton exhibited a reproducible reflectance slope in the near-infrared range (R<sub>850</sub>/R<sub>550</sub> > 1.5), clearly separating parasite from host tissue (R<sub>850</sub>/R<sub>550</sub> < 1.0). PCA confirmed consistent cluster separation across all cases (ΔPC ≈ 3.7 ± 0.2). These contrasts remained detectable in HE-stained sections, validating applicability to conventional slides. <b>Conclusions:</b> VIS-NIR HSI enables reliable, label-free detection of <i>S. scabiei</i> mites in both unstained and HE-stained human skin tissue. By combining morphological and biochemical information in a single modality, HSI represents a promising adjunct to digital dermatopathology and may improve diagnostic sensitivity in challenging or atypical cases.
Authors
- Paul Bellmann (ORCID: https://orcid.org/0009-0008-1720-6319)
- M. Schmuth
- Christian Wolfgang Huck (ORCID: https://orcid.org/0000-0002-6272-3242)
- Miranda Klosterhuber
- Johannes Dominikus Pallua (ORCID: https://orcid.org/0000-0003-0203-213X)
- Maximilian Lammer (ORCID: https://orcid.org/0009-0002-7306-5457)
- Rohit Arora (ORCID: https://orcid.org/0000-0002-4843-7303)
- Bernhard Zelger
- Birgit Moser
- Verena Moosbrugger-Martinz
Institutions
- Innsbruck Medical University (AT)
- Universität Innsbruck (AT)
- Austrian Society of Dermatology and Venereology (AT)
Publication Details
- Journal
- Bioengineering
- Published
- 2025-12-25
- DOI
- https://doi.org/10.3390/bioengineering13010016
- Primary Topic
- Dermatological diseases and infestations
- Type
- article
- Field-Weighted Citation Impact
- 0.00