1.Inverse distance weight interpolation method for missing data of PM2.5 spatiotemporal series
Yurou LIANG ; Hongling WU ; Weipeng WANG ; Feng CHENG ; Ping DUAN
Journal of Environmental and Occupational Medicine 2025;42(2):171-178
Background Fine particulate matter (PM2.5) monitoring stations may generate missing data for a certain period of time due to various factors. This data loss will adversely affect air quality assessment and pollution control decision-making. Objective To propose an inverse distance weighted (IDW) spatiotemporal interpolation method based on particle swarm optimization (PSO) to interpolate and fill missing PM2.5 spatiotemporal sequence data and increase interpolation accuracy. Methods An interpolation experiment was designed into two parts. The first part used hourly PM2.5 observational data from four moments on January 1, 2017 in the Yangtze River Delta region. The second part employed daily PM2.5 observational data from the first 10 d of January 2017 in the Beijing-Tianjin-Hebei region. Interpolation accuracy was evaluated using four metrics: root mean square error (RMSE), mean absolute error (MAE), mean absolute percentage error (MAPE), and mean relative error (MRE). Results IDW spatiotemporal interpolation method optimized with PSO significantly improved the accuracy of filling missing PM2.5 spatiotemporal sequence data. In the hourly-scale experiment conducted in the Yangtze River Delta region, compared to a distance index of 2, the accuracy metrics RMSE, MAE, MAPE, and MRE generated by the proposed method improved on average by 0.17 μg·m−3, 0.27 μg·m−3, 0.17%, and 0.01%, respectively. The PM2.5 spatial field maps generated for four moments based on this method clearly illustrated the spatiotemporal distribution characteristics of hourly PM2.5 concentrations in the Yangtze River Delta region. In the daily-scale experiment conducted in the Beijing-Tianjin-Hebei region, the PSO-optimized distance index outperformed the traditional method, with interpolation accuracy improvements of approximately 0.215 μg·m−3, 0.283 μg·m−3, 0.174%, and 0.014%, respectively. Furthermore, the seasonal PM2.5 spatial field maps generated by this method revealed the spatiotemporal distribution characteristics of PM2.5 concentrations in the Beijing-Tianjin-Hebei region across different seasons, further validating the effectiveness and applicability of this method. Conclusion The IDW spatiotemporal interpolation method optimized with PSO is highly accurate and reliable for interpolating the missing data in the Yangtze River Delta region and the Beijing-Tianjin-Hebei region, providing valuable insights for air pollution control and public health protection.
2.Anemoside B4 inhibits SARS-CoV-2 replication in vitro and in vivo.
Mingyue XIAO ; Ronghua LUO ; Qinghua LIANG ; Honglv JIANG ; Yanli LIU ; Guoqiang XU ; Hongwei GAO ; Yongtang ZHENG ; Qiongming XU ; Shilin YANG
Chinese Herbal Medicines 2024;16(1):106-112
OBJECTIVE:
Anemoside B4 (AB4), the most abundant triterpenoidal saponin isolated from Pulsatilla chinensis, inhibited influenza virus FM1 or Klebsiella pneumoniae-induced pneumonia. However, the anti-SARS-CoV-2 effect of AB4 has not been unraveled. Therefore, this study aimed to determine the antiviral activity and potential mechanism of AB4 in inhibiting human coronavirus SARS-CoV-2 in vivo and in vitro.
METHODS:
The cytotoxicity of AB4 was evaluated using the Cell Counting Kit-8 (CCK8) assay. SARS-CoV-2 infected HEK293T, HPAEpiC, and Vero E6 cells were used for in vitro assays. The antiviral effect of AB4 in vivo was evaluated by SARS-CoV-2-infected hACE2-IRES-luc transgenic mouse model. Furthermore, label-free quantitative proteomics and bioinformatic analysis were performed to explore the potential antiviral mechanism of action of AB4. Type I IFN signaling-associated proteins were assessed using Western blotting or immumohistochemical staining.
RESULTS:
The data showed that AB4 reduced the propagation of SARS-CoV-2 along with the decreased Nucleocapsid protein (N), Spike protein (S), and 3C-like protease (3CLpro) in HEK293T cells. In vivo antiviral activity data revealed that AB4 inhibited viral replication and relieved pneumonia in a SARS-CoV-2 infected mouse model. We further disclosed that the antiviral activity of AB4 was associated with the enhanced interferon (IFN)-β response via the activation of retinoic acid-inducible gene I (RIG-1) like receptor (RLP) pathways. Additionally, label-free quantitative proteomic analyses discovered that 17 proteins were significantly altered by AB4 in the SARS-CoV-2 coronavirus infections cells. These proteins mainly clustered in RNA metabolism.
CONCLUSION
Our results indicated that AB4 inhibited SARS-CoV-2 replication through the RLR pathways and moderated the RNA metabolism, suggesting that it would be a potential lead compound for the development of anti-SARS-CoV-2 drugs.
3.Physiological characteristics of the choroid and its association with myopia in children and adolescents
Chinese Journal of School Health 2024;45(2):296-299
Abstract
The choroid is a multifunctional dynamic structure located between the sclera and the Bruch membrane, which may be involved in the regulation of eye growth and the development of myopia. Choroidal thickness may serve as an important biomarker for predicting the development of myopia and the effectiveness of myopia control treatments in children and adolescents. The study reviews and summarizes the physiological structure and measuring methods of the choroid, and discusses its influencing factors including age, physiological changes, refractive status, axial length, drug effects, optical environment and so on. The review points out the potential applications of choroidal thickness in myopia research among children and adolescents.
4.Current status of cognition and skin care behavior in adolescent patients with acne: A survey in China.
Jing TIAN ; Hong SHU ; Qiufang QIAN ; Zhong SHEN ; Chunyu ZHAO ; Li SONG ; Ping LI ; Xiuping HAN ; Hua QIAN ; Jinping CHEN ; Hua WANG ; Lin MA ; Yuan LIANG
Chinese Medical Journal 2024;137(4):476-477
5.Impact of inhaled corticosteroid use on elderly chronic pulmonary disease patients with community acquired pneumonia.
Xiudi HAN ; Hong WANG ; Liang CHEN ; Yimin WANG ; Hui LI ; Fei ZHOU ; Xiqian XING ; Chunxiao ZHANG ; Lijun SUO ; Jinxiang WANG ; Guohua YU ; Guangqiang WANG ; Xuexin YAO ; Hongxia YU ; Lei WANG ; Meng LIU ; Chunxue XUE ; Bo LIU ; Xiaoli ZHU ; Yanli LI ; Ying XIAO ; Xiaojing CUI ; Lijuan LI ; Xuedong LIU ; Bin CAO
Chinese Medical Journal 2024;137(2):241-243
6.The Functional Role of SUMOylation in The Tumor Microenvironment
Pan-Pan ZHAO ; Jun-Xu YU ; Ya-Ning CHE ; Hui-Yi LIANG ; Chao HUANG
Progress in Biochemistry and Biophysics 2024;51(6):1256-1268
Tumors continue to be a major challenge in human survival that we have yet to overcome. Despite the variety of treatment options available, we have not yet found an effective method. As more and more research is conducted, attention has been turned to a new field for tumor treatment—the tumor microenvironment (TME). This is a dynamic and complex environment consisting of various matrix cells surrounding cancer cells, including surrounding immune cells, blood vessels, extracellular matrix, fibroblasts, bone marrow-derived inflammatory cells, signaling molecules, and some specific cell types. Firstly, endothelial cells play a key role in tumor development and the immune system’s protection of tumor cells. Secondly, immune cells, such as macrophages, Treg cells, Th17 cells, are widely involved in various immune responses and activities in the human body, such as inflammation responses promoting survival carefully orchestrated by the tumor. Even though many studies have extensively researched the TME and found many research schemes, so far, no key effective method has been found to treat tumors by affecting the TME. The TME is a key interaction area between the host immune system and the tumor. Cells within the TME influence each other and interact with cancer cells to affect cancer cell invasion, tumor growth, and metastasis. This is a new direction for cancer treatment. In the complex environment of the TME, post-translational modifications (PTMs) of proteins have been proven to play an important role in the TME. PTMs are dynamic, strictly regulated changes to proteins that control their function by regulating their structure, spatial location, and interaction. Among PTMs, a reversible post-translational modification called SUMOylation is a common regulatory mechanism in cellular processes. It is a post-translational modification that targets lysine residues with a small ubiquitin-like modifier (SUMO) in a reversible post-translational modification manner. SUMOylation is widely involved in carcinogenesis, DNA damage response, cancer cell proliferation, metastasis, and apoptosis, playing a pivotal role in the TME, such as DNA damage repair, tumor metastasis, and also participates in immune cell differentiation, activation, and inhibition of immune cells. On the other hand, SUMO or sentrin-specific protease (SENP) inhibitors can interfere with the SUMOylation process, thereby affecting many biological processes, including immune response, carcinogenesis, cell cycle progression, and cell apoptosis, etc. In summary, this review aims to introduce the dynamic modification of protein SUMOylation on various immune cells and the application of various inhibitors, thereby exploring its role in the TME. This is a challenging but hopeful field, and we look forward to future research that can bring more breakthroughs. In conclusion, the TME is a complex and dynamic environment that plays a crucial role in the development and progression of tumors. Understanding the intricate interactions within the TME and the role of PTMs, particularly SUMOylation, could provide valuable insights into the mechanisms of tumor development and potentially lead to the development of novel therapeutic strategies. The study of SUMOylation and its effects on various immune cells in the TME is an exciting and promising area of research that could significantly advance our understanding of tumor biology and potentially lead to the development of more effective treatments for cancer. This is a challenging but hopeful field, and we look forward to future research that can bring more breakthroughs.
7.Efficacy and mechanisms of an Angelica sinensis Cistanche Fiber Compound for constipation relief
Yang LIU ; Ya-li SHI ; Yan-ping WU ; Xiang LUO ; Lei LIANG ; Rong-rong HE
Acta Pharmaceutica Sinica 2024;59(5):1238-1244
Constipation is a prevalent ailment which might significantly impact the quality of people's life and rise some associated deseases risks. In this study, a chronic constipation mouse model was established using loperamide hydrochloride. Mice were gavaged an
8.Cost-effectiveness Analysis of Adebrelimab Combined with Chemotherapy in First Line Treatment of Extensive Stage Small-cell Lung Cancer
Yue LI ; Shujia KONG ; Pin ZHAO ; Xuemei WANG ; Liju LIANG ; Zhiying WENG
Chinese Journal of Modern Applied Pharmacy 2024;41(9):1267-1274
OBJECTIVE
To evaluate the cost-effectiveness of adebrelimab combined with chemotherapy versus chemotherapy alone in the first-line treatment of extensive stage small cell lung cancer from Chinese healthcare system perspective.
METHODS
Using the data obtained from the CAPSTONE-1 trial(230 cases for adebrelimab group, and 232 cases for chemotherapy group), Markov model was created for simulation of the disease development process of the extensive stage small cell lung cancer. The total costs, quality-adjusted life-years(QALYs) and incremental cost-effectiveness ratio(ICER) in each group were calculated. The sensitivity of key parameters was analyzed.
RESULTS
Compared with pure chemotherapy(etoposide plus carboplatin chemotherapy), the ICER of adebrelimab combined with chemotherapy was 157128.79 yuan·QALY−1 under the situation of charity assistance, and 351367.27 yuan·QALY −1 in the environment of no charity assistance. Sensitivity analysis showed that the utility and the cost of adebrelimab were the main influence parameter.
CONCLUSION
Adebrelimab combined with chemotherapy regimen has no cost-effective advantage versus chemotherapy alone in the treatment of extensive stage small cell lung cancer under the current economic level of China; the probability of adebrelimab combined with chemotherapy being cost- effectiveness was 44.5% under the situation of charity assistan.
9.Effects of dapagliflozin on inflammatory cytokines and cardiac function in elderly patients with preserved ejection fraction heart failure complicated with type 2 diabetes mellitus
Jianpei SU ; Yongli WANG ; Zhimin WANG ; Qi WU ; Jun GU ; Jin LI ; Bijuan LIANG
Journal of Clinical Medicine in Practice 2024;28(7):85-89
Objective To investigate the effects of dapagliflozin on inflammatory cytokines, blood glucose control and cardiac function in elderly with preserved ejection fraction heart failure (HFpEF) combined with type 2 diabetes. Methods A total of 80 elderly HFpEF patients with type 2 diabetes mellitus were randomly divided into control group (40 cases) and study group (40 cases). The control group received hypoglycemic and anti-heart failure standard therapy, and the study group received hypoglycemic and anti-heart failure standard therapy and dapagliflozin therapy. Both groups were treated for 6 months. The levels of inflammatory factors, blood glucose control, myocardial markers, exercise endurance [6 min walking distance (6MWD)], cardiac ultrasound related indexes and adverse drug reactions were compared between the two groups. Results After 6 months of treatment, serum interleukin-6 (IL-6), hypersensitive C-reactive protein (hs-CRP) and tumor necrosis factor (TNF)-α in the study group were significantly lower than those in the control group (
10.Association between serum lysophosphatidylcholine level and elderly health index in older people from longevity areas of Guangxi Province.
Heng Shuo LIU ; Zhu WU ; Rui Yue YANG ; Guan Zhou CHEN ; Ying LI ; Qi ZHOU ; Hui Ping YUAN ; Ze YANG ; Liang SUN
Chinese Journal of Preventive Medicine 2023;57(5):649-653
Objective: To investigate the relationship between serum lysophosphatidylcholine (LPC) level and the health index of the elderly. Methods: A total of 251 subjects were selected from the 2016 baseline survey of the Yongfu Longevity Cohort in Guangxi Province among whom 66, 63 and 122 were in the young and middle-aged group (≤59 years old), the young group (60-89 years old) and the longevity group (≥90 years old), respectively. Demographic data were collected and related indicators of height, weight, blood pressure and lipid metabolism were measured. The cognitive and physical functions of the elderly were assessed by the results of the simple mental state scale and the daily living activity scale to construct the health index of the elderly. The serum levels of LPC16∶0, LPC18∶0, LPC18∶1 and LPC18∶2 were determined by liquid chromatography-tandem mass spectrometry, and the differences among different ages and health status groups were compared. The logistic regression model was used to analyze the relationship between the serum LPC level and the health index of the elderly. Results: With the increase in age, the proportion of female subjects increased, and the rate of smoking and drinking decreased. BMI, TC, TG, LDL-C, diastolic blood pressure, and the four LPCs levels decreased with the increase of age, and systolic blood pressure levels increased with the increase of age (all P values<0.05). There was no significant difference in HDL-C levels among age groups (P>0.05). With the decline of health status in the elderly, serum levels of LPC16∶0, LPC18∶0, LPC18∶1 and LPC18∶2 showed a downward trend (all P values<0.001). After adjusting for age and gender, only LPC18∶0 was associated with the health status in old age [OR (95%CI): 0.48 (0.25-0.92)]. For every 1 standard deviation (16.87 nmol/L) increase in serum LPC18∶0 concentration, the risk of poor health status in old age decreased by 52%. Conclusion: Serum LPC18∶0 was associated with the health status in old age independent of age and sex.
Aged
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Middle Aged
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Humans
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Female
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Aged, 80 and over
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Lysophosphatidylcholines
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Risk Factors
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China
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Longevity
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Surveys and Questionnaires
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Triglycerides


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