Detection of leukemia with blood samples using raman spectroscopy and multivariate analysis

J. C. Martínez-Espinosa, J. L. González-Solís, M. L. Miranda-Beltrán, C. Soria-Fregoso, J. Medina-Valtierra, C. Frausto-Reyes

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

7 Scopus citations

Abstract

The use of Raman spectroscopy to analyze blood biochemistry and hence distinguish between normal and abnormal blood was investigated. Blood samples were obtained from 6 patients who were clinically diagnosed with leukemia and 6 healthy volunteers. The imprint was put under the microscope and several points were chosen for Raman measurement. All the spectra were collected by a confocal Raman micro-spectroscopy (Renishaw) with a NIR 830 nm laser. It is shown that the serum samples from patients with leukemia and from the control group can be discriminated when the multivariate statistical methods of principal component analysis (PCA) and linear discriminated analysis (LDA) are applied to their Raman spectra. The ratios of some band intensities were analyzed and some band ratios were significant and corresponded to proteins, phospholipids, and polysaccharides. The preliminary results suggest that Raman Spectroscopy could be a new technique to study the degree of damage to the bone marrow using just blood samples instead of biopsies, treatment very painful for patients.

Original languageEnglish
Title of host publicationLaser Florence 2008 - A Bridge to the Laser Medicine World
Subtitle of host publicationSelected Presentations at the International Laser Medicine Congress
Pages99-103
Number of pages5
DOIs
StatePublished - 2009
Externally publishedYes
EventInternational Laser Medicine Congress, Laser Florence 2008: A Bridge To The Laser Medicine World - Firenze, Italy
Duration: 31 Oct 20081 Nov 2008

Publication series

NameAIP Conference Proceedings
Volume1142
ISSN (Print)0094-243X
ISSN (Electronic)1551-7616

Conference

ConferenceInternational Laser Medicine Congress, Laser Florence 2008: A Bridge To The Laser Medicine World
Country/TerritoryItaly
CityFirenze
Period31/10/081/11/08

Keywords

  • Bone marrow
  • Leukemia
  • Multivariate
  • Raman spectroscopy
  • Serum

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