Virtual brain tumor histopathology and immunohistochemistry with stimulated raman scattering microscopy.

作者
Spencer Lewis,Balaji Pandian,Todd Charles Hollon,Yashar S. Niknafs,Mia R. Garrard,Sandra Ines Camelo-Piragua,Daniel A. Orringer
出处
期刊:Journal of Clinical Oncology [Lippincott Williams & Wilkins]
卷期号:35 (15_suppl): e13511-e13511 被引量:1
标识
DOI:10.1200/jco.2017.35.15_suppl.e13511
摘要

e13511 Background: Stimulated Raman scattering (SRS) microscopy is a label-free optical technique which uses the chemical composition of fresh tissue to generate image contrast. Prior work has demonstrated exceptional correlation between SRS images and H&E microscopy for detecting brain tumor infiltration ex vivo. However, SRS has not previously been suitable for a clinical environment. Further, SRS has utilized structural, rather than chemical, diagnostic features. We present the first clinical validation of SRS, as well as our work towards mutation-targeted SRS imaging. Methods: Implementation of SRS with a fiber laser source allowed sufficient stability for clinical deployment. Unprocessed specimens from 200 neurosurgical cases were imaged at the CH2 and CH3 vibrational modes, then processed to mimic the appearance of H&E staining. 30 cases were trialed in a simulated intraoperative consultation to assess concordance between SRS and cryosection microscopy. A multi-layer perceptron (MLP) model was then used to predict brain tumor diagnosis based on quantified image attributes. To explore the potential for chemically specific SRS, isogenic lines of normal human astrocyte were prepared, differing by the presence or absence of the R132H mutation in the isocitrate dehydrogenase 1 (IDH1) gene. IDH1 R132H cells accumulate high concentrations of the oncometabolite 2-hydroxyglutarate and display predictably altered metabolism. 200 Raman spectra were collected from 50 wild type (WT) and 50 R132H cells with the aim of detecting these changes. Each cell line was then submitted for targeted metabolomic analysis. Results: Excellent concordance was observed between SRS and frozen section histology ( κ >0.89). The MLP diagnosed brain tumor subtype with 90% accuracy. A robust spectral difference was observed between wild type and R132H cells, which showed concordance with metabolomic data. Conclusions: The diagnostic capability, ease of use and speed of SRS make it well-suited for integration into the operative workflow. Further, because SRS amplifies the Raman signal with no resonant background, the spectral differences observed may allow rapid differentiation of IDH1 WT and R132H cells with SRS.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
卢本伟关注了科研通微信公众号
刚刚
123完成签到,获得积分10
1秒前
1秒前
DW发布了新的文献求助10
1秒前
1秒前
DW发布了新的文献求助10
2秒前
科目三的应助被嘴嘴采纳,获得10
2秒前
2秒前
liunali完成签到 ,获得积分10
3秒前
DW发布了新的文献求助10
3秒前
FashionBoy的应助被xcq采纳,获得10
3秒前
4秒前
高大星月发布了新的文献求助10
4秒前
英姑的应助被科研通管家采纳,获得10
4秒前
在水一方的应助被科研通管家采纳,获得10
4秒前
小蘑菇的应助被科研通管家采纳,获得10
4秒前
在水一方的应助被科研通管家采纳,获得10
4秒前
4秒前
chen完成签到 ,获得积分10
4秒前
4秒前
5秒前
小蘑菇的应助被科研通管家采纳,获得10
5秒前
5秒前
5秒前
酷波er的应助被科研通管家采纳,获得10
5秒前
5秒前
Ava的应助被科研通管家采纳,获得10
6秒前
6秒前
小马甲的应助被科研通管家采纳,获得10
6秒前
6秒前
思源的应助被科研通管家采纳,获得50
6秒前
DW发布了新的文献求助30
6秒前
6秒前
DW发布了新的文献求助30
6秒前
6秒前
6秒前
DW发布了新的文献求助150
6秒前
DW发布了新的文献求助30
6秒前
6秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Energie-Contracting 1500
Klimaschutzrecht durch den Energiesektor im Mehrebenensystem – Ein Rechtsvergleich 1000
Oncology Clinical Trials: Successful Design, Conduct, and Analysis, Second Edition 800
Stochastic Models in Operations Research,Vol. 2 600
Organizational Behavior 510
Comprehensive Heterocyclic Chemistry IV 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 计算机科学 工程类 有机化学 化学工程 生物化学 物理 复合材料 内科学 催化作用 光电子学 人工智能 细胞生物学 无机化学 物理化学 数学
热门帖子
关注 科研通微信公众号,转发送积分 8047851
求助须知:如何正确求助?哪些是违规求助? 9477606
关于积分的说明 21290103
捐赠科研通 7613919
什么是DOI,文献DOI怎么找? 3392597
关于科研通互助平台的介绍 2523872
邀请新用户注册赠送积分活动 2430673