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

  • Jun Du
  • , Ping Wang
  • , Shuhua Yue*
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationOptics in Health Care and Biomedical Optics VII
EditorsYuguo Tang, Xingde Li, Ying Gu, Dan Zhu, Qingming Luo
PublisherSPIE
ISBN (Electronic)9781510604674
DOIs
StatePublished - 2016
EventOptics in Health Care and Biomedical Optics VII - Beijing, China
Duration: 12 Oct 201614 Oct 2016

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume10024
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceOptics in Health Care and Biomedical Optics VII
Country/TerritoryChina
CityBeijing
Period12/10/1614/10/16

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • cancer metabolism
  • cholesteryl ester
  • coherent Raman scattering
  • human prostate cancer
  • hyperspectral stimulated Raman scattering microscopy
  • lipid droplet

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