首页> 外文会议>Conference on clinical and biomedical spectroscopy and imaging >Infrared spectroscopy to estimate the gross biochemistry associated with different colorectal pathologies
【24h】

Infrared spectroscopy to estimate the gross biochemistry associated with different colorectal pathologies

机译:红外光谱,估计与不同结肠直肠病理相关的总生物化学

获取原文

摘要

Histopathology provides the gold standard assessment of colonoscopic biopsies. Infrared spectroscopy can potentially map biochemical changes across a tissue section identifying disease. The purpose of this study was to determine if infrared spectroscopy could classify different colorectal pathologies and to investigate biochemical composition. Colonoscopic tissue biopsies were snap frozen at colonoscopy. 10 micron thick sections were mounted on CaF2 slides. 3- D spectral datasets (2 spatial dimensions and one spectral) were measured from thawed specimens using a Perkin Elmer infrared imaging system in transmission mode. Contiguous tissue sections stained with H&E were reviewed by a specialist gastrointestinal pathologist for comparison. Tissue spectra from epithelial tissues were classified using principal components fed linear discriminant analysis with leave one out cross validation. Reference spectra from purchased biochemicals (Sigma-Aldrich) were measured. Ordinary least squares analysis estimated the relative biochemical signal contribution from epithelial regions. Spectra from tissue epithelia measured from normal tissue, hyperplastic polyps, adenomatous polyps, cancer and ulcerative colitis samples were classified with accuracies in excess of 90%. Ordinary least squares analysis demonstrated a higher DNA to cytoplasm ratio in cancer compared to normal tissue. FTIR spectra from epithelia can be used to classify colorectal pathologies with high accuracy. Ordinary least squares analysis shows promise for extraction of useful biochemical information. These techniques could aid the histopathologist and ultimately lead to automated histopathological processing.
机译:组织病理学提供了结肠镜检查的黄金标准评估。红外光谱可以潜在地映射识别疾病的组织部分的生物化学变化。本研究的目的是确定红外光谱是否可以对不同的结肠病病理分类并调查生化组合物。结肠镜检查在结肠镜检查中冷冻结肠镜检查活组织检查。将10微米厚部分安装在CAF2载玻片上。在传输模式下,在传输模式下,从解冻的标本中测量3-D光谱数据集(2个空间尺寸和一个光谱)。由H&E染色的邻接组织切片被专科胃肠道病理学家对其进行了比较。使用喂养线性判别分析的主成分进行分类来自上皮组织的组织光谱,并留出了一次性交叉验证。测量来自购买生化(Sigma-Aldrich)的参考光谱。普通的最小二乘分析估计了上皮区域的相对生化信号贡献。从正常组织测量的组织上皮,增生息肉,腺瘤性息肉,癌症和溃疡性结肠炎样品的光谱被归类为超过90%的准确度。与正常组织相比,普通的最小二乘分析表明癌症中较高的DNA与癌症中的细胞质比。来自上皮的FTIR光谱可用于以高精度对结直肠病理进行分类。普通的最小二乘分析显示了提取有用的生化信息的承诺。这些技术可以帮助组织病理学家并最终导致自动组织病理学处理。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号