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Hyperspectral-stimulated Raman scattering imaging of cholesteryl ester accumulation: New avenue to diagnosis of human prostate cancer

  • Jun Du
  • , 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

Most prostate cancers (PCa) are slowly growing, and only the aggressive ones require early diagnosis and effective treatment. The current standard for PCa diagnosis remains histopathology. Nonetheless, for the differentiation between Gleason score 6 (low-risk PCa), which can be left without treatment, and Gleason score 7 (high-risk PCa), which requires active treatment, the inter-observer discordance can be up to 40%. Our previous study reveals that cholesteryl ester (CE) accumulation induced by PI3K/AKT activation underlies human PCa aggressiveness. However, Raman spectromicroscopy used in this study could only provide compositional information of certain lipid droplets (LDs) selected by the observer, which overlooked cell-to-cell variation and hindered translation to accurate automated diagnosis. Here, we demonstrated quantitative mapping of CE level in human prostate tissues using hyperspectral stimulated Raman scattering (SRS) microscopy that renders compositional information for every pixel in the image. Specifically, hundreds of SRS images at Raman shift between 1620-1800 cm-1 were taken, and multivariate curve resolution algorism was used to retrieve concentration images of acyl C=C bond, sterol C=C bond, and ester C=O bond. Given that the ratio between images of sterol C=C and ester C=O (sterol C=C/C=O) is nonlinearly proportional to CE percentage out of total lipid, we were able to quantitatively map CE level. Our data showed that CE level was significantly greater in high Gleason grade compared to low Gleason grade, and could be a factor that significantly contributed to cancer recurrence. Our study provides an opportunity towards more accurate PCa diagnosis and prediction of aggressiveness.

源语言英语
主期刊名Optics in Health Care and Biomedical Optics VII
编辑Yuguo Tang, Xingde Li, Ying Gu, Dan Zhu, Qingming Luo
出版商SPIE
ISBN(电子版)9781510604674
DOI
出版状态已出版 - 2016
活动Optics in Health Care and Biomedical Optics VII - Beijing, 中国
期限: 12 10月 201614 10月 2016

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
10024
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议Optics in Health Care and Biomedical Optics VII
国家/地区中国
Beijing
时期12/10/1614/10/16

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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