Lasers in Medical Science

, Volume 22, Issue 4, pp 229–236

Raman spectroscopy and multivariate analysis of serum samples from breast cancer patients

  • J. L. Pichardo-Molina
  • C. Frausto-Reyes
  • O. Barbosa-García
  • R. Huerta-Franco
  • J. L. González-Trujillo
  • C. A. Ramírez-Alvarado
  • G. Gutiérrez-Juárez
  • C. Medina-Gutiérrez
Original article

DOI: 10.1007/s10103-006-0432-8

Cite this article as:
Pichardo-Molina, J.L., Frausto-Reyes, C., Barbosa-García, O. et al. Lasers Med Sci (2007) 22: 229. doi:10.1007/s10103-006-0432-8

Abstract

Serum samples were studied using Raman spectroscopy and analyzed through the multivariate statistical methods of principal component analysis (PCA) and linear discriminant analysis (LDA). The blood samples were obtained from 11 patients who were clinically diagnosed with breast cancer and 12 healthy volunteer controls. The PCA allowed us to define the wavelength differences between the spectral bands of the control and patient groups. However, since the differences in the involved molecules were in their tertiary or quaternary structure, it was not possible to determine what molecule caused the observed differences in the spectra. The ratio of the corresponding band intensities were analyzed by calculating the p values and it was found that only seven of these band ratios were significant and corresponded to proteins, phospholipids, and polysaccharides. These specific bands might be helpful during screening for breast cancer using Raman Spectroscopy of serum samples. It is also shown that serum samples from patients with breast cancer and from the control group can be discriminated when the LDA is applied to their Raman spectra.

Keywords

BreastCancerMultivariateRamanSerumSpectroscopy

Copyright information

© Springer-Verlag London Limited 2007

Authors and Affiliations

  • J. L. Pichardo-Molina
    • 1
  • C. Frausto-Reyes
    • 1
  • O. Barbosa-García
    • 1
  • R. Huerta-Franco
    • 2
  • J. L. González-Trujillo
    • 3
  • C. A. Ramírez-Alvarado
    • 3
  • G. Gutiérrez-Juárez
    • 4
  • C. Medina-Gutiérrez
    • 5
  1. 1.Centro de Investigaciones en Óptica A. C.LeónMéxico
  2. 2.Instituto de Investigaciones Sobre el TrabajoUniversidad de GuanajuatoLeónMéxico
  3. 3.Fundación Rodolfo Padilla-PadillaLeónMéxico
  4. 4.Instituto de FísicaUniversidad de GuanajuatoLeónMéxico
  5. 5.Centro Universitario de los LagosUniversidad de GuadalajaraLagos de MorenoMéxico