title: Biochemical signatures of in vitro radiation response in human lung, breast and prostate tumour cells observed with Raman spectroscopy.
abstract: This work applies noninvasive single-cell Raman spectroscopy (RS) and principal component analysis (PCA) to analyze and correlate radiation-induced biochemical changes in a panel of human tumour cell lines that vary by tissue of origin, p53 status and intrinsic radiosensitivity. Six human tumour cell lines, derived from prostate (DU145, PC3 and LNCaP), breast (MDA-MB-231 and MCF7) and lung (H460), were irradiated in vitro with single fractions (15, 30 or 50 Gy) of 6 MV photons. Remaining live cells were harvested for RS analysis at 0, 24, 48 and 72 h post-irradiation, along with unirradiated controls. Single-cell Raman spectra were acquired from 20 cells per sample utilizing a 785 nm excitation laser. All spectra (200 per cell line) were individually post-processed using established methods and the total data set for each cell line was analyzed with PCA using standard algorithms. One radiation-induced PCA component was detected for each cell line by identification of statistically significant changes in the PCA score distributions for irradiated samples, as compared to unirradiated samples, in the first 24-72 h post-irradiation. These RS response signatures arise from radiation-induced changes in cellular concentrations of aromatic amino acids, conformational protein structures and certain nucleic acid and lipid functional groups. Correlation analysis between the radiation-induced PCA components separates the cell lines into three distinct RS response categories: R1 (H460 and MCF7), R2 (MDA-MB-231 and PC3) and R3 (DU145 and LNCaP). These RS categories partially segregate according to radiosensitivity, as the R1 and R2 cell lines are radioresistant (SF(2) > 0.6) and the R3 cell lines are radiosensitive (SF(2) < 0.5). The R1 and R2 cell lines further segregate according to p53 gene status, corroborated by cell cycle analysis post-irradiation. Potential radiation-induced biochemical response mechanisms underlying our RS observations are proposed, such as (1) the regulated synthesis and degradation of structured proteins and (2) the expression of anti-apoptosis factors or other survival signals. This study demonstrates the utility of RS for noninvasive radiobiological analysis of tumour cell radiation response, and indicates the potential for future RS studies designed to investigate, monitor or predict radiation response.
authors.affiliation: Department of Physics and Astronomy, University of Victoria, Victoria BC V8W 3P6, Canada. qmatthew@uvic.ca
authors.forename: Q
authors.initials: Q
authors.lastname: Matthews
authors.forename: A
authors.initials: A
authors.lastname: Jirasek
authors.forename: J J
authors.initials: JJ
authors.lastname: Lum
authors.forename: A G
authors.initials: AG
authors.lastname: Brolo
mesh_terms: D024322:Amino Acids, Aromatic / Q000528:radiation effects; D017209:Apoptosis / Q000528:radiation effects*; D001943:Breast Neoplasms / Q000473:pathology / Q000532:radiotherapy*; D002453:Cell Cycle / Q000528:radiation effects; D045744:Cell Line, Tumor; D004307:Dose-Response Relationship, Radiation; D005260:Female; D006801:Humans; D008055:Lipids / Q000528:radiation effects; D008175:Lung Neoplasms / Q000473:pathology / Q000532:radiotherapy*; D008297:Male; D009696:Nucleic Acids / Q000528:radiation effects; D017785:Photons; D025341:Principal Component Analysis; D011471:Prostatic Neoplasms / Q000473:pathology / Q000532:radiotherapy*; D011487:Protein Conformation / Q000528:radiation effects; D013059:Spectrum Analysis, Raman / Q000379:methods*; D013997:Time Factors
chemical_list: D024322:Amino Acids, Aromatic; D008055:Lipids; D009696:Nucleic Acids