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Analysis of Melanin Structure and Biochemical Composition in Conjunctival Melanocytic Lesions Using Pump–Probe Microscopy
PURPOSE: We analyze melanin structure and biochemical composition in conjunctival melanocytic lesions using pump-probe microscopy to assess the potential for this method to assist in melanoma diagnosis. METHODS: Pump–probe microscopy interrogates transient excited-state photodynamic properties of ab...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Association for Research in Vision and Ophthalmology
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6549561/ https://www.ncbi.nlm.nih.gov/pubmed/31183249 http://dx.doi.org/10.1167/tvst.8.3.33 |
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author | Robles, Francisco E. Deb, Sanghamitra Vajzovic, Lejla Vora, Gargi K. Mruthyunjaya, Prithvi Warren, Warren S. |
author_facet | Robles, Francisco E. Deb, Sanghamitra Vajzovic, Lejla Vora, Gargi K. Mruthyunjaya, Prithvi Warren, Warren S. |
author_sort | Robles, Francisco E. |
collection | PubMed |
description | PURPOSE: We analyze melanin structure and biochemical composition in conjunctival melanocytic lesions using pump-probe microscopy to assess the potential for this method to assist in melanoma diagnosis. METHODS: Pump–probe microscopy interrogates transient excited-state photodynamic properties of absorbing molecules, which yields highly specific molecular information with subcellular spatial resolution. This method is applied to analyze melanin in 39 unstained, thin biopsy specimens of melanocytic conjunctival lesions. Quantitative features of the biochemical composition and structure of melanin in histopathologic specimens are assessed using a geometric representation of principal component analysis (PCA) and principles of mathematical morphology. Diagnostic power is determined using a feature selection algorithm combined with cross validation. RESULTS: Conjunctival melanomas show higher biochemical heterogeneity and different overall biochemical composition than primary acquired melanosis of the conjunctiva (PAM) without severe atypia. The molecular signatures of PAMs with severe atypia more closely resemble melanomas than other types of PAMs. Pigment organization in the tissue becomes more disorganized as diagnosis of the lesions worsen, but nevi are more inconsistent biochemically and structurally than other lesions. Relatively high sensitivity (SE) and specificity (SP) is achieved for differentiating between various melanocytic lesions, particularly PAMs without severe atypia and melanomas (SE = 89%; SP = 87%). CONCLUSIONS: Pump–probe microscopy is a powerful tool that can identify quantitative, phenotypic differences between various types of conjunctival melanocytic lesions. TRANSLATIONAL RELEVANCE: This study further validates the use of pump–probe microscopy as a potential diagnostic aid for histopathologic evaluation of conjunctival melanocytic lesions. |
format | Online Article Text |
id | pubmed-6549561 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | The Association for Research in Vision and Ophthalmology |
record_format | MEDLINE/PubMed |
spelling | pubmed-65495612019-06-10 Analysis of Melanin Structure and Biochemical Composition in Conjunctival Melanocytic Lesions Using Pump–Probe Microscopy Robles, Francisco E. Deb, Sanghamitra Vajzovic, Lejla Vora, Gargi K. Mruthyunjaya, Prithvi Warren, Warren S. Transl Vis Sci Technol Articles PURPOSE: We analyze melanin structure and biochemical composition in conjunctival melanocytic lesions using pump-probe microscopy to assess the potential for this method to assist in melanoma diagnosis. METHODS: Pump–probe microscopy interrogates transient excited-state photodynamic properties of absorbing molecules, which yields highly specific molecular information with subcellular spatial resolution. This method is applied to analyze melanin in 39 unstained, thin biopsy specimens of melanocytic conjunctival lesions. Quantitative features of the biochemical composition and structure of melanin in histopathologic specimens are assessed using a geometric representation of principal component analysis (PCA) and principles of mathematical morphology. Diagnostic power is determined using a feature selection algorithm combined with cross validation. RESULTS: Conjunctival melanomas show higher biochemical heterogeneity and different overall biochemical composition than primary acquired melanosis of the conjunctiva (PAM) without severe atypia. The molecular signatures of PAMs with severe atypia more closely resemble melanomas than other types of PAMs. Pigment organization in the tissue becomes more disorganized as diagnosis of the lesions worsen, but nevi are more inconsistent biochemically and structurally than other lesions. Relatively high sensitivity (SE) and specificity (SP) is achieved for differentiating between various melanocytic lesions, particularly PAMs without severe atypia and melanomas (SE = 89%; SP = 87%). CONCLUSIONS: Pump–probe microscopy is a powerful tool that can identify quantitative, phenotypic differences between various types of conjunctival melanocytic lesions. TRANSLATIONAL RELEVANCE: This study further validates the use of pump–probe microscopy as a potential diagnostic aid for histopathologic evaluation of conjunctival melanocytic lesions. The Association for Research in Vision and Ophthalmology 2019-06-04 /pmc/articles/PMC6549561/ /pubmed/31183249 http://dx.doi.org/10.1167/tvst.8.3.33 Text en Copyright 2019 The Authors http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. |
spellingShingle | Articles Robles, Francisco E. Deb, Sanghamitra Vajzovic, Lejla Vora, Gargi K. Mruthyunjaya, Prithvi Warren, Warren S. Analysis of Melanin Structure and Biochemical Composition in Conjunctival Melanocytic Lesions Using Pump–Probe Microscopy |
title | Analysis of Melanin Structure and Biochemical Composition in Conjunctival Melanocytic Lesions Using Pump–Probe Microscopy |
title_full | Analysis of Melanin Structure and Biochemical Composition in Conjunctival Melanocytic Lesions Using Pump–Probe Microscopy |
title_fullStr | Analysis of Melanin Structure and Biochemical Composition in Conjunctival Melanocytic Lesions Using Pump–Probe Microscopy |
title_full_unstemmed | Analysis of Melanin Structure and Biochemical Composition in Conjunctival Melanocytic Lesions Using Pump–Probe Microscopy |
title_short | Analysis of Melanin Structure and Biochemical Composition in Conjunctival Melanocytic Lesions Using Pump–Probe Microscopy |
title_sort | analysis of melanin structure and biochemical composition in conjunctival melanocytic lesions using pump–probe microscopy |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6549561/ https://www.ncbi.nlm.nih.gov/pubmed/31183249 http://dx.doi.org/10.1167/tvst.8.3.33 |
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