Illuminating native fluorescence signatures for cancer detection.

R Tang-Holmes, N Annamdevula, E Franklin, D Chakroborty, M Schuler, T C Rich, N Gong, C Sarkar, S J Leavesley
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Abstract

Autofluorescence describes light emitted from a naturally occurring substance when exposed to light of a shorter wavelength. It has been shown that cancer-related changes in tissue composition can be responsible for shifts in autofluorescence intensity of biological samples. Several prior studies have worked to characterize the spectral properties of autofluorescent molecules using spectrofluorometers and microscope systems. Here, we quantitatively characterized endogenous fluorophores using spectrofluorometry and fluorescence microscopy with the objective of establishing a reference spectral library for subsequent spectral unmixing of hyperspectral images of mouse tissues during colorectal cancer (CRC) progression. Endogenous fluorophores of interest include collagen, elastin, nicotinamide adenine dinucleotide (NADH), flavin adenine dinucleotide (FAD), protoporphyrin IX (PPIX), tryptophan, and tyrosine. In the tumor microenvironment (TME), collagen is overproduced and remodeled affecting immune cell infiltration and treatment resistance; elastin degradation generates fragments to promote or inhibit tumor development; NADH and FAD play essential roles in reduction-oxidation reactions; PPIX precedes heme in the heme biosynthesis pathway; and tryptophan and tyrosine are autofluorescent amino acids. Concentration fluctuations of these endogenous fluorophores are directly related to autofluorescent properties which contribute to shifts in bulk autofluorescence spectra concurrent with tissue restructuring caused by the TME. Current hyperspectral fluorescence microscopy techniques utilize emission-scanning hyperspectral imaging (Em-HSI). However, this method requires long acquisition times that would be incompatible with real-time endoscopic screening. Here, we utilize a novel excitation-scanning hyperspectral imaging (Ex-HSI) approach to establish a comprehensive spectral library of several biologically-relevant autofluorescent molecules for downstream spectral unmixing of mouse CRC tissue spectral image stacks.

照亮原生荧光信号用于癌症检测。
自体荧光描述了当暴露在波长较短的光下时自然产生的物质发出的光。研究表明,与癌症相关的组织成分变化可导致生物样品自身荧光强度的变化。一些先前的研究已经使用荧光光谱仪和显微镜系统来表征自荧光分子的光谱特性。在这里,我们使用荧光光谱法和荧光显微镜定量表征了内源性荧光团,目的是建立一个参考光谱库,以便在结肠直肠癌(CRC)进展过程中对小鼠组织的高光谱图像进行后续光谱分解。内源性荧光团包括胶原蛋白、弹性蛋白、烟酰胺腺嘌呤二核苷酸(NADH)、黄素腺嘌呤二核苷酸(FAD)、原卟啉IX (PPIX)、色氨酸和酪氨酸。在肿瘤微环境(TME)中,胶原蛋白的过量产生和重塑影响免疫细胞浸润和治疗抵抗;弹性蛋白降解产生片段,促进或抑制肿瘤的发展;NADH和FAD在还原氧化反应中起重要作用;PPIX在血红素生物合成途径中先于血红素;色氨酸和酪氨酸是自荧光氨基酸。这些内源性荧光团的浓度波动与自身荧光特性直接相关,这些特性导致体自身荧光光谱发生变化,同时引起TME引起的组织重组。目前的高光谱荧光显微镜技术利用发射扫描高光谱成像(Em-HSI)。然而,这种方法需要较长的采集时间,与实时内窥镜筛查不兼容。在这里,我们利用一种新的激发扫描高光谱成像(Ex-HSI)方法建立了一个综合的几种生物相关的自荧光分子光谱库,用于小鼠CRC组织光谱图像堆栈的下游光谱分解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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