Jiang Xiaoyu, Washington Mary Kay, Izzy Manhal J, Piantek Gracie, Lu Ming, Yan Xinqiang, Gore John C, Xu Junzhong
Vanderbilt University Institute of Imaging Science, Vanderbilt University Medical Center, Nashville, TN, USA.
Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, USA.
Npj Imaging. 2025 May 3;3(1):17. doi: 10.1038/s44303-025-00080-4.
The current diagnostic gold standard for metabolic dysfunction-associated steatohepatitis (MASH) requires invasive biopsy to assess steatosis, inflammation, and ballooning. While MRI-based proton density fat fraction (PDFF) and MR elastography address steatosis and fibrosis, non-invasive methods for evaluating hepatic inflammation remain lacking. This study developed a diffusion MRI (dMRI)-based MR cytometry technique to map liver cellular properties, including MRI-derived cell size (excluding fat content) and cell density. Validation through histology-driven simulations and ex vivo MRI of fixed human liver specimens demonstrated that stromal regions exhibit smaller MRI-derived cell sizes and higher cell densities than both normal and fatty tissues. An in vivo feasibility study, conducted on healthy subjects (n = 5) and MASH patients (n = 5) using a clinical 3 T MRI system, further showcased the potential of MR cytometry to characterize pathological changes in liver microstructure.
代谢功能障碍相关脂肪性肝炎(MASH)目前的诊断金标准需要进行侵入性活检,以评估脂肪变性、炎症和气球样变。虽然基于MRI的质子密度脂肪分数(PDFF)和磁共振弹性成像可解决脂肪变性和纤维化问题,但仍缺乏评估肝脏炎症的非侵入性方法。本研究开发了一种基于扩散MRI(dMRI)的磁共振细胞计数技术,以绘制肝脏细胞特性图,包括MRI衍生的细胞大小(不包括脂肪含量)和细胞密度。通过组织学驱动的模拟和固定人肝脏标本的离体MRI验证表明,与正常组织和脂肪组织相比,基质区域的MRI衍生细胞尺寸更小,细胞密度更高。使用临床3T MRI系统对健康受试者(n = 5)和MASH患者(n = 5)进行的一项体内可行性研究,进一步展示了磁共振细胞计数在表征肝脏微观结构病理变化方面的潜力。