Portable SERS for salivary-based detection of oral pre-malignant lesions and carcinomas: a step toward clinical implementation

IF 4.3 2区 化学 Q1 SPECTROSCOPY
Arvind Kaushik , Sneha Senapati , Neha Agrawal , Syed Amaan Ali , Safia Habib , J.P. Singh
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Abstract

The rising incidence of oral cancer has emerged as a serious menace to our civilization. Modern dietary habits, lack of awareness, and delays in early detection are major contributing factors to the global spread of this issue. This work reports the promising findings for diagnostic accuracy of oral cancer in pre-malignant stages by analyzing surface enhanced Raman spectroscopy (SERS) profiles of different stages of oral cancer combined with multivariate analysis. Using 99 clinical samples from which 39 samples were from malignant stage, 28 from pre-malignant and 32 from healthy controls, SERS analysis was carried out by employing label-free silver nanorods as SERS substrates. The SERS spectra of malignant and pre-malignant samples manifest distinct peaks associated with varying concentrations of inorganic metabolites and proteins. Primarily, the elevated level of thiocyanate dominates the SERS spectra in malignant samples while antioxidants like uric acid, xanthine and hypoxanthine’s are the key elements in the pre-malignant samples. A ratio-metric analysis of 2130 and 1435 cm−1 peak revealed that the pre-malignant lesions consistently lie between 2 and 3, whereas malignant samples have ratio greater than 3 due to higher intensity of thiocyanate peak. The multivariate analysis successfully separates between oral cancer positive and negative samples with a sensitivity and specificity of 93.5 and 92.7 % respectively. This study presents promising results for the early detection of oral cancer, which could assist clinicians in saving lives.

Abstract Image

基于唾液检测口腔癌前病变和癌的便携式SERS:迈向临床实施的一步
口腔癌发病率的上升已经成为对我们文明的严重威胁。现代饮食习惯、缺乏认识和早期发现的延误是导致这一问题在全球蔓延的主要因素。本文报道了通过分析不同阶段口腔癌的表面增强拉曼光谱(SERS)谱并结合多变量分析,在口腔癌癌前阶段的诊断准确性方面的有希望的发现。采用无标记银纳米棒作为SERS底物,对99份临床样本进行SERS分析,其中39份来自恶性期,28份来自恶性前期,32份来自健康对照。在不同浓度的无机代谢物和蛋白质中,恶性和癌前样品的SERS谱表现出明显的峰。在恶性肿瘤样品中,硫氰酸盐水平的升高主导了SERS光谱,而尿酸、黄嘌呤和次黄嘌呤等抗氧化剂是恶性肿瘤前样品中的关键元素。对2130和1435 cm−1峰的比值分析显示,恶性前病变始终位于2和3之间,而恶性样品的比值大于3,这是由于硫氰酸盐峰的强度较高。多因素分析成功地分离了口腔癌阳性和阴性样本,其敏感性和特异性分别为93.5%和92.7%。这项研究为早期发现口腔癌提供了有希望的结果,可以帮助临床医生挽救生命。
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来源期刊
CiteScore
8.40
自引率
11.40%
发文量
1364
审稿时长
40 days
期刊介绍: Spectrochimica Acta, Part A: Molecular and Biomolecular Spectroscopy (SAA) is an interdisciplinary journal which spans from basic to applied aspects of optical spectroscopy in chemistry, medicine, biology, and materials science. The journal publishes original scientific papers that feature high-quality spectroscopic data and analysis. From the broad range of optical spectroscopies, the emphasis is on electronic, vibrational or rotational spectra of molecules, rather than on spectroscopy based on magnetic moments. Criteria for publication in SAA are novelty, uniqueness, and outstanding quality. Routine applications of spectroscopic techniques and computational methods are not appropriate. Topics of particular interest of Spectrochimica Acta Part A include, but are not limited to: Spectroscopy and dynamics of bioanalytical, biomedical, environmental, and atmospheric sciences, Novel experimental techniques or instrumentation for molecular spectroscopy, Novel theoretical and computational methods, Novel applications in photochemistry and photobiology, Novel interpretational approaches as well as advances in data analysis based on electronic or vibrational spectroscopy.
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