5 results on '"He, Shiming"'
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2. Can retroreflective rings enhance drivers’ safety perception of spatial right-of-way in freeway tunnels? A simulation exploration
- Author
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Wang, Shoushuo, Han, Lei, Du, Zhigang, He, Shiming, Zheng, Haoran, Yang, Liu, and Jiao, Fangtong
- Published
- 2025
- Full Text
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3. The systemic inflammation response index as a significant predictor of short-term adverse outcomes in acute decompensated heart failure patients: a cohort study from Southern China.
- Author
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Xie, Lin, Wang, Qun, Lu, Hengcheng, Kuang, Maobin, He, Shiming, Xie, Guobo, Sheng, Guotai, Zhang, Shuhua, Wang, Wei, and Zou, Yang
- Subjects
RECEIVER operating characteristic curves ,LYMPHOCYTE count ,HEART failure patients ,CHINESE people ,DEATH rate - Abstract
Objective: The deterioration of acute decompensated heart failure (ADHF) is associated with abnormal activation of inflammatory pathways. This study aims to evaluate the impact and predictive value of a novel inflammatory marker, the systemic inflammation response index (SIRI), on short-term adverse outcomes in ADHF patients. Methods: This retrospective cohort study included 1,448 ADHF patients from Jiangxi Provincial People's Hospital between 2019-2022. SIRI was calculated using the formula: (neutrophil count × monocyte count)/lymphocyte count. In the correlation analysis, the study outcome was the 30-day mortality in patients with ADHF. Cox regression analysis and receiver operating characteristic curves were employed to investigate the risk assessment and predictive value of the SIRI for 30-day mortality in ADHF patients. Finally, we also exploratively assessed the mediation effect of nutritional factors (albumin: Alb, total cholesterol: TC, and lymphocyte count) on the association between SIRI and 30-day mortality in ADHF patients. Results: During the 30-day follow-up, 53 deaths were recorded. Mortality rates across SIRI tertiles were 0.62%, 2.07%, and 8.28%, respectively. There was a significant linear positive correlation between SIRI and 30-day mortality in ADHF patients (HR: 1.21; P for non-linearity = 0.113). Additionally, compared to ADHF patients with low SIRI, those with high SIRI had a 685% increased risk of 30-day mortality (HR: 7.85). Furthermore, receiver operating characteristic curve analysis demonstrated that SIRI significantly improved the predictive value for 30-day mortality in ADHF patients compared to neutrophil count, monocyte count, and lymphocyte count alone (AUC: neutrophil count 0.7633, monocyte count 0.6835, lymphocyte count 0.7356, SIRI 0.8237; all DeLong P <0.05). Mediation analyses indicated that, except for lymphocyte count, both Alb and TC had significant indirect effects on the SIRI-related 30-day mortality in ADHF patients; Specifically, Alb accounted for approximately 24.46% of the mediation effect, while TC accounted for approximately 13.35%. Conclusion: This cohort study based on a Southern Chinese population demonstrates a significant linear positive correlation between SIRI and 30-day mortality in ADHF patients, highlighting its substantial predictive value. Incorporating SIRI into the monitoring regimen of ADHF patients may be crucial for preventing further disease progression. [ABSTRACT FROM AUTHOR]
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- 2025
- Full Text
- View/download PDF
4. Multivariate Time Series Anomaly Detection Based on Multiple Spatiotemporal Graph Convolution
- Author
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He, Shiming, Guo, Qingqing, Li, Genxin, Xie, Kun, and Sharma, Pradip Kumar
- Abstract
Multivariate time series anomaly detection (MTSAD) plays a crucial role in the Internet of Things (IoT), identifying device malfunction or system attacks. Graph neural networks (GNNs) are widely applied in MTSAD to capture the spatial features among sensors. However, GNN requires an explicit graph structure and cannot work when spatial relationships are lacking or sensor dependencies are unknown. Hence, graph structure learning (GSL) emerges as a promising solution, which learns graph structures with the downstream tasks without requiring spatial relationships. However, a general cascade effect occurs in the industrial scene. Moreover, an attack event changes sensor data sequentially instead of simultaneously due to the multiple serial process that occurs (i.e., delay correlation). Existing GSL-based anomaly detection methods fail to tackle delay correlation and focus on low prediction errors. However, the low prediction error distribution is always dispersed, making it difficult to differentiate between normal and abnormal samples based on a threshold. Therefore, we propose an MTSAD based on multiple spatiotemporal graph convolution (MSTGAD). MSTGAD uses dynamic time warping (DTW) distance as prior knowledge instead of Euclidean, guiding graph learning to capture delay correlations effectively. MSTGAD designs an ensemble predictor, which uses two subpredictors with a shared and learnable graph to ensure high prediction accuracy while maintaining stable anomaly scores. Furthermore, we conduct extensive experiments to evaluate the MSTGAD method’s effectiveness. Our method outperforms existing GSL-based methods in anomaly detection on four publicly available real-world datasets, demonstrating our proposed approach’s effectiveness. Compared with the best GSL-based method, MSTGAD achieves an additional 0.83% improvement on average.
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- 2025
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5. Isorhamnetin ameliorates dopaminergic neuronal damage via targeting FOSL1 to activate AKT/mTOR in 6-OHDA-induced SH-SY5Y cells.
- Author
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Qin S, Wan X, Kong S, Xu K, Jin J, He S, and Chen M
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- Humans, Cell Line, Tumor, Apoptosis drug effects, Neuroprotective Agents pharmacology, Signal Transduction drug effects, Oxidative Stress drug effects, Oxidopamine pharmacology, Proto-Oncogene Proteins c-akt metabolism, TOR Serine-Threonine Kinases metabolism, Quercetin pharmacology, Quercetin analogs & derivatives, Dopaminergic Neurons drug effects, Dopaminergic Neurons metabolism, Proto-Oncogene Proteins c-fos metabolism
- Abstract
Parkinson's disease (PD) is a chronic neurodegenerative disorder caused by loss of dopaminergic neurons in the substantia nigra compacta, which may result from mitochondrial dysfunction and oxidative stress. Isorhamnetin (Iso) has important antioxidative stress and antiapoptotic effects, this study investigated the effects of Iso on PD in vitro and its underlying mechanisms using a model of 6-hydroxydopamine (6-OHDA)-induced SH-SY5Y cell damage. The results showed that Iso significantly ameliorated 6-OHDA-induced SH-SY5Y cell injury, including decreased cell viability, increased apoptosis and senescence, and oxidative stress injury. Senescence-associated β-galactosidase (SA-β) staining, Western blot (WB), and immunofluorescence suggested that Iso significantly decreased the number of SA-β+ cells and the levels of senescence-associated proteins p21 and p16, and enhanced tyrosine hydroxylase level. Iso markedly reduced the number of apoptotic cells and the levels of cleaved caspase-3 and BAX, as detected by CCK-8, flow cytometry, and WB. The results of DCFH-DA, JC-1 staining, and the measurement of malondialdehyde (MDA) and superoxide dismutase (SOD) content indicated that Iso elevated reactive oxygen species (ROS) generation and mitochondrial membrane potential, lowered MDA content and raised SOD level in the 6-OHDA group. In-depth investigation revealed that Iso activated the AKT/mTOR signal via reducing the expression level of Fos-like antigen (FOSL1), which further exerted the protective effect in SH-SY5Y cells. Overexpression of FOSL1 attenuated the effect of Iso by inhibiting the AKT/mTOR signaling pathway. Taken together, Iso protects against senescence, apoptotic, and oxidative stress injury by targeting FOSL1 to activate the AKT/mTOR signaling pathway in 6-OHDA-induced SH-SY5Y cells, which may provide new insights for PD treatment. NEW & NOTEWORTHY Isorhamnetin (Iso) ameliorated neuronal activity damage, senescence, apoptosis, and oxidative stress injury in 6-hydroxydopamine (6-OHDA)-induced SH-SY5Y cells. Iso activated AKT/mTOR signaling pathway via inhibiting Fos-like antigen (FOSL1) in 6-OHDA-induced SH-SY5Y cells. Overexpression of FOSL1 attenuated the protective effect of Iso against 6-OHDA-induced neuronal damage in SH-SY5Y cells.
- Published
- 2025
- Full Text
- View/download PDF
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