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Second-harmonic generation imaging analysis can help distinguish sarcoidosis from tuberculoid leprosy
- Source :
- Repositório da Produção Científica e Intelectual da Unicamp, Universidade Estadual de Campinas (UNICAMP), instacron:UNICAMP, Repositório Institucional da Unicamp
- Publication Year :
- 2018
-
Abstract
- Agradecimentos: This study was supported by the São Paulo Research Foundation—FAPESP (Grant Nos. 2016/22927-7, 2017/17149-8, and 11/51959-0) and by Coordination of Superior Level Staff Improvement (CAPES) (Grant No. 01-P-3368/2017). We would like to express our thanks for the access to equipment and assistance provided by the National Institute of Science and Technology on Photonics Applied to Cell Biology (INFABIC), which is cofounded by FAPESP (Grant No. 2014/50938-8) and by National Council for Scientific and Technological Development (CNPq) (Grant Nos. 465699/2014-6 and 312049/2014-5). We are also grateful to Adilson A. Piaza and Mercedes F. Santos for assistance in photographic documentation, Ana C. Piaza and Luzia A. Magalhães for technical assistance, and Cleide A.M. Silva and Juliana L.P. Argenton for statistical assistance Abstract: Sarcoidosis and tuberculoid leprosy (TL) are prototypes of granulomatous inflammation in dermatology, which embody one of the histopathology limitations in distinguishing some diseases. Recent advances in the use of nonlinear optical microscopy in skin have enabled techniques, such as second-harmonic generation (SHG), to become powerful tools to study the physical and biochemical properties of skin. We use SHG images to analyze the collagen network, to distinguish differences between sarcoidosis and TL granulomas. SHG images obtained from skin biopsies of 33 patients with TL and 24 with sarcoidosis retrospectively were analyzed using first-order statistics (FOS) and second-order statistics, such as gray-level co-occurrence matrix (GLCM). Among the four parameters evaluated (optical density, entropy, contrast, and second angular moment), only contrast demonstrated statistical significance, being higher in sarcoidosis (p = 0.02||4908.31 versus 2822.17). The results may indicate insufficient differentiating power for most tested FOS and GLCM parameters in classifying sarcoidosis and TL granulomas, when used individually. But in combination with histopathology (H&E and complementary stains, such as silver and fast acid stains), SHG analysis, like contrast, can contribute to distinguishing between these diseases. This study can provide a way to evaluate collagen distribution in granulomatous diseases FUNDAÇÃO DE AMPARO À PESQUISA DO ESTADO DE SÃO PAULO - FAPESP COORDENAÇÃO DE APERFEIÇOAMENTO DE PESSOAL DE NÍVEL SUPERIOR - CAPES CONSELHO NACIONAL DE DESENVOLVIMENTO CIENTÍFICO E TECNOLÓGICO - CNPQ Aberto
- Subjects :
- 0301 basic medicine
medicine.medical_specialty
Pathology
Sarcoidosis
Biomedical Engineering
Tuberculoid leprosy
01 natural sciences
010309 optics
Biomaterials
Granulomatous inflammation
Diagnosis, Differential
03 medical and health sciences
Granuloma de células gigantes
Leprosy
0103 physical sciences
Collagen network
Image Interpretation, Computer-Assisted
Medicine
Humans
Tuberculose
Granuloma, giant cell
Tuberculosis
Artigo original
Retrospective Studies
Skin
Granulomatous diseases
Hanseníase
business.industry
Optical Imaging
Second-harmonic generation
Second harmonic generation
medicine.disease
Nonlinear optical microscopy
Leprosy, Tuberculoid
Atomic and Molecular Physics, and Optics
Electronic, Optical and Magnetic Materials
Imaging analysis
030104 developmental biology
Geração de segundo harmônico
Sarcoidose
Second harmonic generation microscopy
Microscopia de geração de segundo harmônico
Histopathology
Collagen
business
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Repositório da Produção Científica e Intelectual da Unicamp, Universidade Estadual de Campinas (UNICAMP), instacron:UNICAMP, Repositório Institucional da Unicamp
- Accession number :
- edsair.doi.dedup.....651e506b371b2ba0ca43ff4950255f70