Paper Spray Ionization Mass Spectrometry as a Potential Tool for Early Diagnosis of Cervical Cancer

被引:17
|
作者
Mendes, Thais P. P. [1 ]
Pereira, Igor [1 ]
de Lima, Leomir A. S. [1 ]
Morais, Camilo L. M. [2 ]
Neves, Ana C. O. N. [1 ,3 ]
Martin, Francis L. [4 ]
Lima, Kassio M. G. [1 ,3 ]
Vaz, Boniek Gontijo [1 ]
机构
[1] Univ Fed Goias, Chem Inst, Goiania, Go, Brazil
[2] Univ Cent Lancashire, Sch Pharm & Biomed Sci, Preston, Lancs, England
[3] Univ Fed Rio Grande do Norte, Chem Inst, Natal, RN, Brazil
[4] Biocel Ltd, Instrument Design Lab, Kingston Upon Hull, N Humberside, England
关键词
mass spectrometry; ambient mass spectrometry; paper spray ionization; cervical cancer; CYTOLOGY; DISCRIMINATION; AGROCHEMICALS; SUBSTRATE; DEVICES;
D O I
10.1021/jasms.0c00111
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Squamous intraepithelial lesion is an abnormal growth of epithelial cells on the surface of the cervix that may lead to cervical cancer. Analytical protocols for the determination of squamous intraepithelial lesions are in high demand, since cervical cancer is the fourth most diagnosed cancer among women in the world. Here, paper spray ionization mass spectrometry (PSI-MS) is used to distinguish between healthy (negative for intraepithelial lesion or malignancy) and diseased (high-grade squamous intraepithelial lesion) blood plasmas. A total of 86 blood samples of different women (49 healthy samples, 37 diseased samples) were collected, and the plasmas were prepared. Then, 10 mu L of each plasma sample was deposited onto triangular papers for PSI-MS analysis. No additional step of sample preparation was necessary. The interval-successive projection algorithm linear discriminant analysis (iSPA-LDA) was applied to the PSI mass spectra, showing six ions (mostly phospholipids) that were predictive of healthy and diseased plasmas. Values of 77% accuracy, 86% sensitivity, 80% positive predictive value (PPV), and 75% negative predictive value (NPV) were achieved. This study provides evidence that PSI-MS may potentially be used as a fast and simple analytical technique for the early diagnosis of cervical cancer.
引用
收藏
页码:1665 / 1672
页数:8
相关论文
共 50 条
  • [1] Rapid Diagnosis of Prostate Cancer Disease Progression Using Paper Spray Ionization Mass Spectrometry
    Mahmud, Iqbal
    Pinto, Frederico G.
    Rubio, Vanessa Y.
    Lee, Bongyong
    Pavlovich, Christian P.
    Perera, Ranjan J.
    Garrett, Timothy J.
    ANALYTICAL CHEMISTRY, 2021, 93 (22) : 7774 - 7780
  • [2] Development and Application of Paper Spray Ionization Mass Spectrometry
    Liu, Jingjing
    He, Xiaowei
    He, Yan
    Yu, Muqian
    Jiang, Le
    Chen, Bo
    PROGRESS IN CHEMISTRY, 2017, 29 (06) : 659 - 666
  • [3] Carbon fiber paper spray ionization mass spectrometry
    Wang, Shanshan
    Bai, Jiahui
    Wang, Kang
    Guo, Yinlong
    ANALYTICA CHIMICA ACTA, 2022, 1232
  • [4] Tissue paper assisted spray ionization mass spectrometry
    Meher, Anil Kumar
    Chen, Yu-Chie
    RSC ADVANCES, 2015, 5 (114): : 94315 - 94320
  • [5] Direct analysis of herbicides by paper spray ionization mass spectrometry
    Reeber, Steven L.
    Gadi, Sneha
    Huang, Sung-Ben
    Glish, Gary L.
    ANALYTICAL METHODS, 2015, 7 (23) : 9808 - 9816
  • [6] Extracellular Vesicle Analysis by Paper Spray Ionization Mass Spectrometry
    Chamberlain, Casey A.
    Hatch, Marguerite
    Garrett, Timothy J.
    METABOLITES, 2021, 11 (05)
  • [7] Exploration of the Soft Ionization Performance of Paper Spray Mass Spectrometry
    Xu Z.-R.
    Zhao J.
    Zheng Y.-J.
    Niu Z.-F.
    Xiang Z.-C.
    Zhang Z.-P.
    Journal of Chinese Mass Spectrometry Society, 2021, 42 (04) : 390 - 399
  • [8] Paper spray ionization mass spectrometry: recent advances and clinical applications
    Chiang, Spencer
    Zhang, Wenpeng
    Ouyang, Zheng
    EXPERT REVIEW OF PROTEOMICS, 2018, 15 (10) : 781 - 789
  • [9] Biogenic aldehyde determination by reactive paper spray ionization mass spectrometry
    Bag, Soumabha
    Hendricks, P. I.
    Reynolds, J. C.
    Cooks, R. G.
    ANALYTICA CHIMICA ACTA, 2015, 860 : 37 - 42
  • [10] The use of conductive polymers as a substrate for paper spray ionization mass spectrometry
    Borges, Marcella M. C.
    Santos, Heloa
    Vasconcelos, Gessica A.
    Nascimento, Tienne A.
    Dutra, Flavia V. A.
    Pires, Bruna C.
    Allochio Filho, Joao Francisco
    Aquije, Gloria M. F. V.
    Borges, Warley S.
    Lacerda, Valdemar, Jr.
    Vaz, Boniek G.
    Arroyo-Mora, Luis E.
    Romao, Wanderson
    Borges, Keyller B.
    ANALYTICAL METHODS, 2019, 11 (27) : 3388 - 3400