From Vibrations to Visions: Raman Spectroscopy's Impact on Skin Cancer Diagnostics

被引:5
|
作者
Delrue, Charlotte [1 ]
Speeckaert, Reinhart [2 ]
Oyaert, Matthijs [3 ]
De Bruyne, Sander [3 ]
Speeckaert, Marijn M. [1 ,4 ]
机构
[1] Ghent Univ Hosp, Dept Nephrol, B-9000 Ghent, Belgium
[2] Ghent Univ Hosp, Dept Dermatol, B-9000 Ghent, Belgium
[3] Ghent Univ Hosp, Dept Lab Med, B-9000 Ghent, Belgium
[4] Res Fdn Flanders FWO, B-1000 Brussels, Belgium
关键词
Raman spectroscopy; skin cancer; tumor differentiation; BASAL-CELL CARCINOMA; REFLECTANCE CONFOCAL MICROSCOPY; CONVOLUTIONAL-NEURAL-NETWORK; IN-VIVO; MELANOMA; TISSUE; DISCRIMINATION; INSTRUMENT; LESIONS; CLASSIFICATION;
D O I
10.3390/jcm12237428
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Raman spectroscopy, a non-invasive diagnostic technique capturing molecular vibrations, offers significant advancements in skin cancer diagnostics. This review delineates the ascent of Raman spectroscopy from classical methodologies to the forefront of modern technology, emphasizing its precision in differentiating between malignant and benign skin tissues. Our study offers a detailed examination of distinct Raman spectroscopic signatures found in skin cancer, concentrating specifically on squamous cell carcinoma, basal cell carcinoma, and melanoma, across both in vitro and in vivo research. The discussion extends to future possibilities, spotlighting enhancements in portable Raman instruments, the adoption of machine learning for spectral data refinement, and the merging of Raman imaging with other diagnostic techniques. The review culminates by contemplating the broader implications of these advancements, suggesting a trajectory that may significantly optimize the accuracy and efficiency of skin cancer diagnostics.
引用
收藏
页数:23
相关论文
共 50 条
  • [31] Biophysical basis of skin cancer margin assessment using Raman spectroscopy
    Feng, Xu
    Fox, Matthew C.
    Reichenberg, Jason S.
    Lopes, Fabiana C. P. S.
    Sebastian, Katherine R.
    Markey, Mia K.
    Tunnell, James W.
    BIOMEDICAL OPTICS EXPRESS, 2019, 10 (01) : 104 - 118
  • [32] Classification Model for Skin Cancer Diagnosis in Vitro Using Raman Spectroscopy
    Bodanese, Benito
    Silveira, Landulfo, Jr.
    Albertini, Regiane
    Zangaro, Renato A.
    Pacheco, Marcos T. T.
    XXII INTERNATIONAL CONFERENCE ON RAMAN SPECTROSCOPY, 2010, 1267 : 422 - 423
  • [33] Discriminating model for skin cancer diagnosis in vivo through Raman spectroscopy
    Silveira, Fabricio Luiz
    Pacheco, Marcos Tadeu T.
    Bodanese, Benito
    Zangaro, Renato Amaro
    Silveira, Landulfo, Jr.
    PHOTONIC THERAPEUTICS AND DIAGNOSTICS IX, 2013, 8565
  • [34] Real-time Raman Spectroscopy for In Vivo Skin Cancer Diagnosis
    Lui, Harvey
    Zhao, Jianhua
    McLean, David
    Zeng, Haishan
    CANCER RESEARCH, 2012, 72 (10) : 2491 - 2500
  • [35] Artificial neural networks for processing fluorescence spectroscopy data in skin cancer diagnostics
    Lenhardt, L.
    Zekovic, I.
    Dramicanin, T.
    Dramicanin, M. D.
    PHYSICA SCRIPTA, 2013, T157
  • [36] A high-throughput serum Raman spectroscopy platform and methodology for colorectal cancer diagnostics
    Jenkins, Cerys A.
    Jenkins, Rhys A.
    Pryse, Meleri M.
    Welsby, Kathryn A.
    Jitsumura, Maki
    Thornton, Catherine A.
    Dunstan, Peter R.
    Harris, Dean A.
    ANALYST, 2018, 143 (24) : 6014 - 6024
  • [37] Assessment of robustness and transferability of classification models built for cancer diagnostics using Raman spectroscopy
    Sattlecker, Martina
    Stone, Nick
    Smith, Jennifer
    Bessant, Conrad
    JOURNAL OF RAMAN SPECTROSCOPY, 2011, 42 (05) : 897 - 903
  • [38] An update on the use of Raman spectroscopy in molecular cancer diagnostics: current challenges and further prospects
    Upchurch, Emma
    Isabelle, Martin
    Lloyd, Gavin Rhys
    Kendall, Catherine
    Barr, Hugh
    EXPERT REVIEW OF MOLECULAR DIAGNOSTICS, 2018, 18 (03) : 245 - 258
  • [39] Emerging Raman spectroscopy and saliva-based diagnostics: from challenges to applications
    Buchan, Emma
    Hardy, Mike
    Gomes, Paulo de Carvalho
    Kelleher, Liam
    Chu, Hin On Martin
    Oppenheimer, Pola Goldberg
    APPLIED SPECTROSCOPY REVIEWS, 2024, 59 (03) : 277 - 314
  • [40] Discrimination of non-melanoma skin cancer and keratosis from normal skin tissue in vivo and ex vivo by Raman spectroscopy
    Ferreira Lima, Ana Mara
    Daniel, Camila Ribeiro
    Navarro, Ricardo Scarparo
    Bodanese, Benito
    Pasqualucci, Carlos Augusto
    Tavares Pacheco, Marcos Tadeu
    Zangaro, Renato Amaro
    Silveira Jr, Landulfo
    VIBRATIONAL SPECTROSCOPY, 2019, 100 : 131 - 141