1.Construction of An Automated Segmentation Visual Foundation Model for Pathological Images of Hemorrhoids and Its Application in Traditional Chinese Medicine Clinical Syndrome Analysis
Shijie ZHANG ; Ao ZHANG ; Kang WANG ; Bin KANG ; Xiaofan YU ; Xujing FENG ; Jinyu CAO ; Wenzhen HUANG ; Kang DING
Journal of Traditional Chinese Medicine 2026;67(7):764-769
This paper proposes a two-stage method integrating visual foundation models (VFM) and diffusion models. The segment anything model (SAM) as VFM is combined with the SegRefiner diffusion model to construct the SAM-SegRefiner framework for automated segmentation of edema, inflammation, and thrombus regions in histopathological images of hemorrhoidal tissue, providing a reproducible technical tool for the objective quantification of pathological morphology and its application in traditional Chinese medicine (TCM) syndrome research. Trained and validated on multi-center retrospective data, the SAM-SegRefiner model achieved an average pixel accuracy of 95.32% and a mean intersection over union (mIoU) of 66.81% on an independent test set, significantly outperfor-ming comparative models such as U-Net, MixU-Net, and SAM-Med2D, and also demonstrating robust cross-center generalization capability. Furthermore, by correlating the quantitatively segmented results from the model with the patients' TCM syndrome types, the potential associations between pathomorphological features and TCM syndrome differentiation have been explored. The analysis revealed no statistically significant differences in the degree of inflammatory infiltration and thrombus formation among different syndrome types, suggesting a complex relationship between local pathological changes and systemic syndrome manifestations.
2.HO-1 mRNA expression in brain of rats with experimental allergic encephalomyelitis
Yifei ZHU ; Li GUO ; Wenzhen CAO ; Xiaoyun ZHAO ; Guoju TAN
Academic Journal of Second Military Medical University 2001;0(09):-
Objective:To investigate the role of heme oxygenase-1(HO-1) in molecular mechanism of experimental allergic encephalomyelitis (EAE). Methods: Seventy-eight healthy female Wistar rats were randomly divided into 3 groups(n=26): rats in control group received no treatment; rats in EAE group were induced with complete Freund's adjuvant and Guinea pig spinal cord homogenate(CFA-GPSCH); and rats in pyrrolidine-dithiocharbamate (PDTC) group received PDTC (100 mg/kg), a specific inhibitor of NF-kB, 1 h before and after(once a day for 7 d) CFA-GPSCH treatment. HO-1 mRNA expression were analyzed with reverse transcription polymerase chain reaction(RT-PCR) on 1 d,7 d,14 d,and 21 d after EAE induction, respectively. The relationship between HO-1 and symptoms of EAE was also investigated. Results: The expression of HO-1 mRNA was very low in the brains of the control group (0.27?0.05), whereas enhanced gradually with onset and development of EAE in EAE group, peaked on d 7 (1.11?0.12), kept at a high level till d 14(1.06?0.18) and decreased on d 21 (0.37?0.1). HO-1 mRNA expression change was in parallel with severities of EAE. In PDTC group,the EAE symptoms were mitigated markedly and the expression of HO-1 mRNA reduced noticeably compared with that of EAE group. Conclusion: Brain HO-1 mRNA expression may play an important role in the pathogenesis of EAE,and application of some inhibitors of NF-kB may be one of the potential therapies for prevention and treatment of EAE.

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