Multi-parametric photoacoustic elastomicroscopy: quantitative elasticity mapping and microstructural analysis for early-stage hepatic fibrosis detection

IF 4.7 Q1 OPTICS
Weiran Pang, Qi Zhou, Yang Qiu, Haofan Huang, Jiali Chen, Tianting Zhong, Yingying Zhou, Liming Nie, Puxiang Lai
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引用次数: 0

Abstract

Abstract Early detection of hepatic fibrosis remains a critical unmet need due to the limited sensitivity of conventional elastography in capturing microstructural and biomechanical changes. In this study, we developed photoacoustic elastomicroscopy (PAEM), a multi-parametric imaging platform that synergizes high-resolution photoacoustic microscopy with time-of-flight (ToF)-based elastography to quantitatively map tissue stiffness and visualize fibrotic microarchitecture. Validated using PDMS phantoms and a drug-induced murine fibrosis model, PAEM can detect early-stage fibrosis through microstructural biomarkers—pseudo-lobule formation and crevice-area expansion, with a relatively high area under the curve (AUC) > 0.91. However, architectural ambiguity in advanced fibrotic stages gradually reduces PAEM’s diagnostic accuracy, necessitating complementary reliance on ToF-based measurements for auxiliary staging. In our results, ToF-based elasticity biomarkers revealed progressive stiffness increases with a significant velocity increase of 3.7% in 1-week fibrosis. Furthermore, experimental PAEM outperformed shear wave elastography (SWE) in early-stage sensitivity by identifying significant stiffness changes, quantitatively 7-fold greater velocity differential sensitivity than SWE (5.39% vs. 0.77% change), between healthy and 3-week fibrotic liver tissue. All-stage fibrosis exhibited a considerable stiffness rise (AUC > 0.95), correlating strongly with histopathological severity and serum examination. By integrating structural and mechanical biomarkers, PAEM offers a translational tool for early diagnosis, longitudinal monitoring, and staging of hepatic fibrosis, which can potentially be extended for wider applications in tumor margin delineation and other fibrotic pathologies in soft tissue.
多参数光声弹性显微镜:早期肝纤维化检测的定量弹性制图和微观结构分析
由于传统弹性成像在捕捉微观结构和生物力学变化方面的敏感性有限,早期检测肝纤维化仍然是一个关键的未满足的需求。在这项研究中,我们开发了光声弹性显微镜(PAEM),这是一种多参数成像平台,它将高分辨率光声显微镜与基于飞行时间(ToF)的弹性成像技术协同起来,定量绘制组织刚度和可视化纤维化微结构。通过PDMS模型和药物诱导的小鼠纤维化模型验证,PAEM可以通过微结构生物标志物-伪小叶形成和缝隙面积扩张来检测早期纤维化,曲线下面积(AUC)较高[gt; 0.91]。然而,晚期纤维化阶段的结构模糊逐渐降低了PAEM的诊断准确性,需要补充依赖基于tof的辅助分期测量。在我们的研究结果中,基于tof的弹性生物标志物显示,在1周纤维化期间,进行性刚度增加,速度显著增加3.7%。此外,实验PAEM在早期敏感性上优于剪切波弹性成像(SWE),通过识别显着的刚度变化,在健康和3周纤维化肝组织之间,定量的速度差灵敏度比SWE高7倍(5.39% vs 0.77%变化)。所有阶段纤维化均表现出相当大的僵硬度升高(AUC > 0.95),与组织病理学严重程度和血清检查密切相关。通过整合结构和机械生物标志物,PAEM为肝纤维化的早期诊断、纵向监测和分期提供了一种翻译工具,可以在肿瘤边缘描绘和其他软组织纤维化病理方面得到更广泛的应用。
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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来源期刊
CiteScore
10.70
自引率
0.00%
发文量
27
审稿时长
12 weeks
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