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

被引:4
|
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
  • [41] Analysis of Raman spectroscopy data with algorithms based on paraconsistent logic for characterization of skin cancer lesions
    Garcia, Dorotea Vilanova
    da Silva Filho, Joao Inacio
    Silveira, Landulfo, Jr.
    Tavares Pacheco, Marcos Tadeu
    Abe, Jair Minoro
    Carvalho, Arnaldo, Jr.
    Blos, Mauricio Fontoura
    Goncalves Pasqualucci, Carlos Augusto
    Mario, Mauricio Conceicao
    VIBRATIONAL SPECTROSCOPY, 2019, 103
  • [42] 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
  • [43] 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
  • [44] Applications of Raman spectroscopy in skin research - From skin physiology and diagnosis up to risk assessment and dermal drug delivery
    Franzen, Lutz
    Windbergs, Maike
    ADVANCED DRUG DELIVERY REVIEWS, 2015, 89 : 91 - 104
  • [45] Paraconsistent analysis network applied in the treatment of Raman spectroscopy data to support medical diagnosis of skin cancer
    Da Silva Filho, Joao Inacio
    Nunes, Celio Vander
    Garcia, Dorotea Vilanova
    Mario, Mauricio Conceicao
    Giordano, Fabio
    Abe, Jair Minoro
    Tavares Pacheco, Marcos Tadeu
    Silveira, Landulfo, Jr.
    MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2016, 54 (10) : 1453 - 1467
  • [46] Comparative study of Raman spectroscopy techniques in blood plasma-based clinical diagnostics: A demonstration on Alzheimer's disease
    Kralova, Katerina
    Kral, Martin
    Vrtelka, Ondrej
    Setnicka, Vladimir
    SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2024, 304
  • [47] Identification of Healthy Tissue from Malignant Tissue in Surgical Margin Using Raman Spectroscopy in Oral Cancer Surgeries
    Sharma, Mukta
    Li, Ying-Chang
    Manjunatha, S. N.
    Tsai, Chia-Lung
    Lin, Ray-Ming
    Huang, Shiang-Fu
    Chang, Liann-Be
    BIOMEDICINES, 2023, 11 (07)
  • [48] Advancements in cancer diagnostics: integrating surface-enhanced Raman spectroscopy and microptofluidics for precision and versatility
    Patel, Mohamed T.
    Oppenheimer, Pola Goldberg Goldberg
    APPLIED SPECTROSCOPY REVIEWS, 2025,
  • [49] Monitoring of betulin nanoemulsion treatment and molecular changes in mouse skin cancer using surface enhanced Raman spectroscopy
    Falamas, Alexandra
    Dehelean, Cristina A.
    Pinzaru, Simona Cinta
    VIBRATIONAL SPECTROSCOPY, 2018, 95 : 44 - 50
  • [50] Raman spectroscopy of shocked gypsum from a meteorite impact crater
    Brolly, Connor
    Parnell, John
    Bowden, Stephen
    INTERNATIONAL JOURNAL OF ASTROBIOLOGY, 2017, 16 (03) : 286 - 292