研究目的
To investigate the use of fluorescence spectroscopy for the early and noninvasive diagnosis of breast cancer by analyzing the altered fluorescence properties of tumors compared to normal tissues.
研究成果
Fluorescence spectroscopy is a sensitive and promising method for the early detection of breast cancer, capable of distinguishing malignant from normal tissues based on differences in fluorescence properties. The technique benefits from being noninvasive and not requiring expensive equipment, but further research is needed to standardize diagnostic criteria and improve accuracy.
研究不足
The study is limited by the need for a large number of specimens to establish statistically significant differences, the variability in tissue samples, and the complexity of data interpretation due to the overlapping fluorescence of multiple fluorophores.
1:Experimental Design and Method Selection:
The study utilizes fluorescence spectroscopy techniques including excitation, emission, synchronous spectroscopy, excitation-emission matrices (EEMs), and lifetime measurements to analyze breast tissue samples.
2:Sample Selection and Data Sources:
Samples include normal and malignant breast tissues from patients, with measurements conducted ex vivo.
3:List of Experimental Equipment and Materials:
Instruments used include spectrofluorometers with light sources (Xe arc lamps, lasers, laser diodes, LEDs), wavelength selectors, sample holders, polarizers, and detectors (PMTs, CCDs).
4:Experimental Procedures and Operational Workflow:
Fluorescence spectra are measured under identical conditions, with data normalized to account for instrumental variations.
5:Data Analysis Methods:
Statistical tools such as PCA, LDA, PLS-DA, ANN, SVM, and PARAFAC are employed for data reduction, classification, and interpretation.
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