4.7 Article

Visible and Near-Infrared hyperspectral imaging (HSI) can reliably quantify CD3 and CD45 positive inflammatory cells in myocarditis: Pilot study on formalin-fixed paraffin-embedded specimens from myocard obtained during autopsy

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PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.saa.2022.121092

Keywords

Myocarditis; Immunohistochemistry; Hyperspectral imaging; Digital image analysis; Deep learning

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This study utilized hyperspectral imaging (HSI) to quantify inflammatory cells in tissue specimens of forensic patients with myocarditis. The results showed that HSI had comparable accuracy and reliability in assessing the quantity and spatial distribution of positive cells compared to visual assessment (VA) and conventional digital image analysis (DIA).
Introduction: To implement Hyperspectral Imaging (HSI) as a tool for quantifying inflammatory cells in tissue specimens by the example of myocarditis in a collective of forensic patients. Material and methods: 44 consecutive patients with suspected myocardial inflammation at autopsy, diagnosed between 2013 and 2018 at the Institute of ForensicMedicine, Medical University of Innsbruck, were selected for this study. Using the IMEC SNAPSCAN camera, visible and near infrared hyperspectral images were collected from slides stained with CD3 and CD45 to assess quantity and spatial distribution of positive cells. Results were compared with visual assessment (VA) and conventional digital image analysis (DIA). Results: Finally, specimens of 40 patients were evaluated, of whom 36 patients (90%) suffered from myocarditis, two patients (5%) had suspected healing/healed myocarditis, and two did no have myocarditis (5%). The amount of CD3 and CD45 positive cells did not differ significantly between VA, HSI, and DIA (p(VA/HSI/DIA) = 0.46 for CD3 and 0.81 for CD45). Cohen acute accent s Kappa showed a very high correlation between VA versus HSI, VA versus DIA, and HSI versus DIA for CD3 (Cohen acute accent s Kappa = 0.91, 1.00, and 0.91, respectively). For CD45 an almost as high correlation was seen for VA versus HSI and HSI versus DIA (Cohen acute accent s Kappa = 0.75 and 0.70) and VA versus DIA (Cohen acute accent s Kappa = 0.89). Conclusion: HSI is a reliable and objective method to count inflammatory cells in tissue slides of suspected myocarditis. Implementation of HSI in digital pathology might further expand the possibility of a sophisticated method. (c) 2022 Published by Elsevier B.V.

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