Fung Anthony A, Li Zhi, Boote Craig, Markov Petar, Gaut Joseph P, Jain Sanjay, Shi Lingyan
Shu Chien-Gene Lay Department of Bioengineering, University of California San Diego, La Jolla, CA, USA.
School of Optometry & Vision Sciences, Cardiff University, Cardiff, UK.
Nat Commun. 2025 May 15;16(1):4509. doi: 10.1038/s41467-025-59163-w.
Kidney disease, the ninth leading cause of death in the United States, suffers from poor diagnostic efficiency (10%). Traditional biopsies use molecular reagents to enhance diagnostic power but are limited by overlapping spatial and chromatic signals, product quality variability, and additional processing. To address these challenges without disrupting routine diagnostics, we implement label-free imaging modalities-stimulated Raman scattering (SRS), second harmonic generation (SHG), and two-photon fluorescence (TPF)-within a single setup. We identify morphological, lipidomic, and metabolic biomarkers in control and diabetic kidney samples at subcellular resolution. Label-free Stimulated Raman Histology (SRH) reveals distinct collagen morphology, mesangial-glomerular volumes, lipid saturation, redox status, and lipid-protein concentrations previously unrecognized in kidney diseases. Using the same tissue section enhances diagnostic value without compromising limited tissue. These multimodal biomarkers broadly deepen the understanding of kidney disease progression by integrating lipidomic, fibrotic, and metabolic data.
肾病是美国第九大死因,其诊断效率低下(仅10%)。传统活检使用分子试剂来提高诊断能力,但受到空间和颜色信号重叠、产品质量差异以及额外处理的限制。为了在不干扰常规诊断的情况下应对这些挑战,我们在单一装置中采用了无标记成像模式——受激拉曼散射(SRS)、二次谐波产生(SHG)和双光子荧光(TPF)。我们在亚细胞分辨率下识别对照和糖尿病肾样本中的形态、脂质组和代谢生物标志物。无标记受激拉曼组织学(SRH)揭示了以前在肾病中未被认识到的独特胶原形态、系膜-肾小球体积、脂质饱和度、氧化还原状态以及脂质-蛋白质浓度。使用同一组织切片可提高诊断价值,同时不影响有限的组织样本。这些多模态生物标志物通过整合脂质组、纤维化和代谢数据,广泛加深了对肾病进展的理解。