Nano-bio-chip sensor platform for examination of oral exfoliative cytology.
Nano-bio-chip sensor platform for examination of oral exfoliative cytology.
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DOI:
10.1158/1940-6207.capr-09-0139
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发表时间:
2010-04
期刊:
影响因子:
--
通讯作者:
McDevitt JT
中科院分区:
文献类型:
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作者:
Weigum SE;Floriano PN;Redding SW;Yeh CK;Westbrook SD;McGuff HS;Lin A;Miller FR;Villarreal F;Rowan SD;Vigneswaran N;Williams MD;McDevitt JT
Oral cancer is a deadly and disfiguring disease which could greatly benefit from new diagnostic approaches enabling early detection. In this pilot study, we describe a nano-bio-chip (NBC) sensor technique for analysis of oral cancer biomarkers in exfoliative cytology specimens, targeting both biochemical and morphologic changes associated with early oral tumorigenesis. Here, oral lesions from 41 dental patients, along with normal epithelium from 11 healthy volunteers, were sampled using a non-invasive brush biopsy technique. Specimens were enriched, immunolabeled, and imaged in the NBC sensor according to previously established assays for the EGFR biomarker and cytomorphometry. A total of 51 measurement parameters were extracted using custom image analysis macros including EGFR labeling intensity, cell and nuclear size, and the nuclear-to-cytoplasmic ratio. Four key parameters were significantly elevated in both dysplastic and malignant lesions relative to healthy oral epithelium, including the nuclear area and diameter (p < 0.0001), the nuclear-to-cytoplasmic ratio (p < 0.0001), and EGFR biomarker expression (p < 0.03). Further examination using logistic regression and receiver operating characteristic (ROC) curve analysis identified morphologic features as the best predictors of disease (AUC ≤ 0.93) individually, while a combination of all features further enhanced discrimination of oral cancer and pre-cancerous conditions (AUC = 0.94) with high sensitivity and specificity. Further clinical trials are necessary to validate the regression model and evaluate other potential biomarkers, but this pilot study supports the NBC sensor technique as a promising new diagnostic tool for early detection of oral cancer, which could enhance patient care and survival.