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Hyperspectral stimulated Raman scattering imaging facilitates accurate diagnosis of human prostate cancer

  • Sishan Cui
  • , Ping Wang
  • , Shuhua Yue*
  • *此作品的通讯作者
  • Beihang University
  • Huazhong University of Science and Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Due to the subject nature of histopathology, there is a significant inter-observer discordance for the differentiation between low-risk prostate cancer (Gleason score ≤ 6), which can be left without treatment, and high-risk prostate cancer (Gleason score >6), which requires active treatment. Our previous study using Raman spectromicroscopy reveals that cholesteryl ester accumulation underlies human prostate cancer aggressiveness. However, Raman spectromicroscopy could only provide compositional information of certain lipid droplets of interest, which overlooked cell-to-cell variation and hindered translation to accurate automated diagnosis. Here, we demonstrated quantitative mapping of cholesteryl ester molar percentage in human prostate cancer tissues using hyperspectral stimulated Raman scattering microscopy that renders compositional information for every pixel in the image. Specifically, hundreds of SRS images at Raman shift between 2800∼3000 cm-1 were taken, and multivariate curve resolution algorism was used to retrieve concentration images of lipid, lipofuscin, and protein. We found that the height ratio between the prominent cholesterol band at 2870 cm-1 and the CH2 stretching band at 2850 cm-1 was proportional to the molar percentage of cholesteryl ester present in the total lipids. Based on the calibration curve, we were able to quantitatively map cholesteryl ester level in intact prostate cancer tissues. Our data showed that not only the amount of cholesteryl ester-rich lipid droplets, but also the CE molar percentage, was significantly greater in prostate cancer tissues with Gleason score > 6 compared to the ones with Gleason score ≤ 6. Our study offers an opportunity towards more accurate prostate cancer diagnosis.

源语言英语
主期刊名Multiphoton Microscopy in the Biomedical Sciences XVII
编辑Karsten Konig, Peter T. C. So, Ammasi Periasamy, Xiaoliang S. Xie
出版商SPIE
ISBN(电子版)9781510605794
DOI
出版状态已出版 - 2017
活动Multiphoton Microscopy in the Biomedical Sciences XVII - San Francisco, 美国
期限: 29 1月 201731 1月 2017

出版系列

姓名Progress in Biomedical Optics and Imaging - Proceedings of SPIE
10069
ISSN(印刷版)1605-7422

会议

会议Multiphoton Microscopy in the Biomedical Sciences XVII
国家/地区美国
San Francisco
时期29/01/1731/01/17

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 3 - 良好健康与福祉
    可持续发展目标 3 良好健康与福祉

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