4.6 Article

Functionalization of nanotextured substrates for enhanced identification of metastatic breast cancer cells

期刊

NANOTECHNOLOGY
卷 28, 期 38, 页码 -

出版社

IOP Publishing Ltd
DOI: 10.1088/1361-6528/aa7f84

关键词

nanotexture; metastatic breast cancer; distance matrix analysis; Jaccard distance; Hausdorff distance; Mahalanobis distance; cell cytology

资金

  1. National Science Foundation [ECCS-1407990]
  2. Div Of Electrical, Commun & Cyber Sys
  3. Directorate For Engineering [1407990] Funding Source: National Science Foundation

向作者/读者索取更多资源

Metastasis is the major cause of low survival rates among cancer patients. Once cancer cells metastasize, it is extremely difficult to contain the disease. We report on a nanotextured platform for enhanced detection of metastatic cells. We captured metastatic (MDA-MDB-231) and non-metastatic (MCF-7) breast cancer cells on anti-EGFR aptamer modified plane and nanotextured substrates. Metastatic cells were seen to change their morphology at higher rates when captured on nanotextured substrates than on plane substrates. Analysis showed statistically different morphological behaviors of metastatic cells that were very pronounced on the nanotextured substrates. Several distance matrices were calculated to quantify the dissimilarity of cell shape change. Nanotexturing increased the dissimilarity of the metastatic cells and as a result the contrast between metastatic and non-metastatic cells increased. Jaccard distance measurements found that the shape change ratio of the non-metastatic and metastatic cells was enhanced from 1:1.01 to 1:1.81, going from plane to nanotextured substrates. The shape change ratio of the nonmetastatic to metastatic cells improved from 1:1.48 to 1:2.19 for the Hausdorff distance and from 1:1.87 to 1:4.69 for the Mahalanobis distance after introducing nanotexture. Distance matrix analysis showed that nanotexture increased the shape change ratios of non-metastatic and metastatic cells. Hence, the detectability of metastatic cells increased. These calculated matrices provided clear and explicit measures to discriminate single cells for their metastatic state on functional nanotextured substrates.

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