• Optoelectronics Letters
  • Vol. 19, Issue 2, 101 (2023)
Jinyong LIN1、2、*, Shangyuan FENG1, and Xianzeng ZHANG1
Author Affiliations
  • 1Key Laboratory of OptoElectronic Science and Technology for Medicine, Ministry of Education, Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou 350007, China
  • 2Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou 350014, China
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    DOI: 10.1007/s11801-023-2157-3 Cite this Article
    LIN Jinyong, FENG Shangyuan, ZHANG Xianzeng. Combining urine surface-enhanced Raman spectroscopy with PCA-SVM algorithm for improving the identification of colorectal cancer at different stages[J]. Optoelectronics Letters, 2023, 19(2): 101 Copy Citation Text show less
    References

    [1] BILLER L H, SCHRAG D. Diagnosis and treatment of metastatic colorectal cancer:a review[J]. Jama, 2021, 325(7):669-685.

    [2] MILLER K D, NOGUEIRA L, MARIOTTO A B, et al. Cancer treatment and survivorship statistics, 2019[J]. CA:a cancer journal for clinicians, 2019, 69(5): 363-385.

    [3] QU A, YANG Y, ZHANG X, et al. Development of a preoperative prediction nomogram for lymph node metastasis in colorectal cancer based on a novel serum miRNA signature and CT scans[J]. EBioMedicine, 2018, 37:125-133.

    [4] TAHIR M A, DINA N E, CHENG H, et al. Surface-enhanced Raman spectroscopy for bioanalysis and diagnosis[J]. Nanoscale, 2021, 13(27):11593-11634.

    [5] LOKTIONOV A. Biomarkers for detecting colorectal cancer non-invasively: DNA, RNA or proteins?[J]. World journal of gastrointestinal oncology, 2020, 12(2): 124-148.

    [6] CUI X, LIU T, XU X, et al. Label-free detection of multiple genitourinary cancers from urine by surface-enhanced Raman spectroscopy[J]. Spectrochimica acta. Part A, molecular and biomolecular spectroscopy, 2020, 240:118543.

    [7] PHYO J B, WOO A, YU H J, et al. Label-free SERS analysis of urine using a 3D-stacked AgNW-glass fiber filter sensor for the diagnosis of pancreatic cancer and prostate cancer[J]. Analytical chemistry, 2021, 93(8): 3778-3785.

    [8] LIN J, HUANG Z, LIN X, et al. Rapid and label-free urine test based on surface-enhanced Raman spectroscopy for the non-invasive detection of colorectal cancer at different stages[J]. Biomedical optics express, 2020, 11(12):7109-7119.

    [9] AMIN M B, GREENE F L, EDGE S B, et al. The eighth edition AJCC cancer staging manual:continuing to build a bridge from a population-based to a more “personalized” approach to cancer staging[J]. CA:a cancer journal for clinicians, 2017, 67(2):93-99.

    [10] GRABAR K C, FREEMAN R G, HOMMER M B, et al. Preparation and characterization of Au colloid monolayers[J]. Analytical chemistry, 1995, 67(4): 735-743.

    [11] DING J, LIN Q, ZHANG J, et al. Rapid identification of pathogens by using surface-enhanced Raman spectroscopy and multi-scale convolutional neural network[J]. Analytical and bioanalytical chemistry, 2021, 413(14):3801-3811.

    [12] YU Y, LIN Y, XU C, et al. Label-free detection of nasopharyngeal and liver cancer using surface-enhanced Raman spectroscopy and partial lease squares combined with support vector machine[J]. Biomedical optics express, 2018, 9(12):6053-6066.

    [13] WESTLEY C, XU Y, THILAGANATHAN B, et al. Absolute quantification of uric acid in human urine using surface enhanced Raman scattering with the standard addition method[J]. Analytical chemistry, 2017, 89(4):2472-2477.

    [14] HUSSAIN A, SUN D W, PU H. SERS detection of urea and ammonium sulfate adulterants in milk with coffee ring effect[J]. Food additives & contaminants:Part A, 2019, 36(6):851-862.

    LIN Jinyong, FENG Shangyuan, ZHANG Xianzeng. Combining urine surface-enhanced Raman spectroscopy with PCA-SVM algorithm for improving the identification of colorectal cancer at different stages[J]. Optoelectronics Letters, 2023, 19(2): 101
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