Guiding Irregular Nuclear Morphology on Nanopillar Array for Malignancy Differentiation in Tumor cells
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Abstract
For more than a century, abnormal nuclei in tumor cells, presenting subnuclear invaginations and folds on the nuclear envelope, have been known to be associated with high malignancy and poor prognosis. However, current nuclear morphology analysis focuses on the features of the entire nucleus, overlooking the malignancy-related subnuclear features in nanometer scale. The main technical challenge is to probe such tiny and randomly distributed features inside cells. We here employ nanopillar arrays to guide subnuclear features into ordered patterns enabling their quantification as a strong indicator of cell malignancy. Both breast and liver cancer cells were validated, as well as the quantification of nuclear abnormality heterogeneity. The alterations of subnuclear patterns were also explored as effective readouts for drug treatment. We envision this nanopillar-enabled quantification of subnuclear abnormal features in tumor cells opens a new angle in characterizing malignant cells and studying the unique nuclear biology in cancer. Teaser A nanopillar-based assay quantifying the abnormal nuclear morphology in tumor cells at single-cell level.
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- last seen: 2026-05-19T01:45:01.086888+00:00