Discrimination and classification of acute lymphoblastic leukemia cells by Raman spectroscopy
Contributo in Atti di convegno
Data di Pubblicazione:
2015
Abstract:
Currently, a combination of technologies is typically required to identify and classify leukemia cells. These methods often lack the specificity and sensitivity necessary for early and accurate diagnosis. Here, we demonstrate the use of Raman spectroscopy to identify normal B cells, collected from healthy patients, and three ALL cell lines (RS4; 11, REH and MN60 at different differentiation level, respectively). Raman markers associated with DNA and protein vibrational modes have been identified that exhibit excellent discriminating power for leukemia cell identification. Principal Component Analysis was finally used to confirm the significance of these markers for identify leukemia cells and classifying the data. The obtained results indicate a sorting accuracy of 96% between the three leukemia cell lines.
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
Raman spectroscopy; leukemia; diagnosis
Elenco autori:
Valente, Carmen; DE LUCA, ANNA CHIARA
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