1.Comparison of single and hybrid models for predicting the incidence of hand, foot, and mouth disease in Changsha
Kun SUN ; Shuilian CHEN ; Jinsong QIU ; Yinzhu ZHOU
Journal of Public Health and Preventive Medicine 2026;37(3):24-28
Objective To compare the performance of seasonal difference autoregressive moving average exogenous variable model (SARIMAX), backpropagation neural network (BPNN), long short-term memory network (LSTM), and various combination models in fitting and predicting the incidence of hand, foot, and mouth disease (HFMD), and to provide a reference for optimizing HFMD prediction and prevention and control decisions. Methods Taking the monthly HFMD incidence data in Changsha from 2010 to 2024 as the training set, and the monthly HFMD incidence data from January to August 2025 as the validation set, the single models, SARIMAX-BPNN, SARIMAX-LSTM and weight combination models were constructed respectively. The R², mean absolute percentage error (MAPE), mean absolute error (MAE), and root mean square error (RMSE) were used to evaluate the model fitting and prediction performance. Results Based solely on MAPE, the LSTM model showed the best fitting and prediction performance. A comprehensive analysis of multiple indicators including R², MAPE, MAE, and RMSE indicated that the combination models had superior prediction performance. Compared with the LSTM, RMSE predicted by equal weight combination, different weight combination and SARIMAX-BPNN decreased by 40.97%, 37.50%, and 25.00%, respectively, while MAPE increased by 124.84%, 96.90%, and 89.69%, respectively. The fitting effect was as follows: LSTM > unequal weight combination > equal weight combination > SARIMAX-LSTM > SARIMAX-BPNN > BPNN > SARIMAX. The prediction performance was as follows: SARIMAX-BPNN > unequal weight combination > equal weight combination > LSTM > SARIMAX-LSTM > BPNN > SARIMAX. Conclusion SARIMAX-BPNN combination or weighted combination of multiple different models are two more robust combination strategies for predicting the incidence trend of hand, foot and mouth disease in Changsha.
2.Analysis of soil-transmitted helminthiasis surveillance in China from 2017 to 2022
ZHAO Jin ; ZHOU Yinzhu ; CHEN Shuilian
China Tropical Medicine 2025;25(1):41-
Objective To analyze the current epidemic status of soil-transmitted helminthiasis (STHs) in China, providing reference data for the prevention and control of soil-transmitted helminthiasis. Methods Surveillance data on soil-transmitted helminthiasis in China from 2017 to 2022 were collected and statistically analyzed to investigate the infection status, infection trends, and spatial autocorrelation. Results From 2017 to 2022, the average annual infection rate (AAIR) of soil-transmitted helminthiasis was 1.12% (25 123/2 251 632), with hookworm, roundworm, and whipworm having AAIRs of 0.70%, 0.26%, and 0.20% (15 827 cases, 5 836 cases and 4 586 cases), respectively. The infection rate of soil-transmitted helminths decreased annually by an average of 17.16% (AAPC =-17.16, P=0.007), with annual decreases in the infection rates of hookworm, roundworm, and whipworm being 14.70%, 22.13%, and 20.56%, respectively (AAPC=-14.70, P=0.025; AAPC=-22.13, P=0.015; AAPC =-20.56, P=0.029). The spatial distribution of hookworm, roundworm, and whipworm exhibited spatial positive correlation (Moran's I=0.09, P=0.121; Moran's I=0.46, P=0.001; Moran's I=0.23, P=0.013), with roundworm showing the highest spatial aggregation. The AAIRs of males and females were 1.03% (11 308/1 100 016) and 1.20% (13 851/1 149 286), respectively, with statistical significance (χ2=154.19, P<0.001). The highest AAIR was 1.85% (10 949/590 621) in individuals over 60 years old, with statistical significance across different age groups (χ2=4426.44, P<0.001). Hookworm, roundworm, and whipworm were mainly mild infections. The average annual positive rates of soil ascaris eggs and hookworms were 4.06% (649/15 984) and 2.45%(391/15 984), respectively, with statistical significance (χ2=66.16,P<0.001). Conclusions The infection rate of soil-transmitted helminthiasis in China is relatively low and shows a downward trend. Yet, there are local high-prevalence areas, with the elderly and females being the risk-prone populations. Comprehensive measures including expanding the monitoring scope, innovating monitoring technology, and promoting the rural toilet revolution are necessary to block the spread of soil-transmitted helminthiasis further.
3.Imaging guided percutaneous microwave ablation for unresectable pancreatic cancer:A multicenter retrospective study
Shuilian TAN ; Jie ZHOU ; Ping LIANG ; Xiaoling YU ; Xin YE ; Gang DONG ; Xiang JING ; Guanghui HUANG ; Zhen WANG ; Mengfan PENG ; Yan ZHOU ; Jie YU ; Zhiyu HAN ; Fangyi LIU ; Hongjian GAO ; Yubo ZHANG ; Zhigang CHENG
Chinese Journal of Medical Imaging Technology 2025;41(7):1109-1112
Objective To explore the feasibility and safety of ultrasound-guided percutaneous microwave ablation for unresectable pancreatic cancer.Methods Totally 84 patients who underwent ultrasound-guided percutaneous microwave ablation for unresectable pancreatic cancer were enrolled,and the technical success rate,complete ablation rate,complication rate,pain relief rate and survival time,etc.were observed.Results The median age of 84 cases was 61.5 years.Totally 86 tumors,including 44.19%(38/86)at the head/neck and 55.81%(48/86)at the body/tail of pancreas were detected,and a total of 85 ablation sessions were performed with the median ablation energy applied per tumor of 9.90(1.08,21.60)kJ and the complete ablation rate of 42.86%(36/84).The technical success rate was 100%(85/85).Thirty-nine complication events occurred in 25 cases,no ablation-related death.Among 34 patients underwent ablation mainly for pain symptoms,the pain score decreased from(6.22±1.12)points before treatment to(1.94±1.64)points after treatment(P<0.001).During 6.8(3.3,12.9)months' follow-up,the mean survival time was(8.5±6.7)months,and all 47 patients died due to tumor progression.Conclusion Ultrasound-guided percutaneous microwave ablation was safe and feasible for unresectable pancreatic cancer.
4.Imaging guided percutaneous microwave ablation for unresectable pancreatic cancer:A multicenter retrospective study
Shuilian TAN ; Jie ZHOU ; Ping LIANG ; Xiaoling YU ; Xin YE ; Gang DONG ; Xiang JING ; Guanghui HUANG ; Zhen WANG ; Mengfan PENG ; Yan ZHOU ; Jie YU ; Zhiyu HAN ; Fangyi LIU ; Hongjian GAO ; Yubo ZHANG ; Zhigang CHENG
Chinese Journal of Medical Imaging Technology 2025;41(7):1109-1112
Objective To explore the feasibility and safety of ultrasound-guided percutaneous microwave ablation for unresectable pancreatic cancer.Methods Totally 84 patients who underwent ultrasound-guided percutaneous microwave ablation for unresectable pancreatic cancer were enrolled,and the technical success rate,complete ablation rate,complication rate,pain relief rate and survival time,etc.were observed.Results The median age of 84 cases was 61.5 years.Totally 86 tumors,including 44.19%(38/86)at the head/neck and 55.81%(48/86)at the body/tail of pancreas were detected,and a total of 85 ablation sessions were performed with the median ablation energy applied per tumor of 9.90(1.08,21.60)kJ and the complete ablation rate of 42.86%(36/84).The technical success rate was 100%(85/85).Thirty-nine complication events occurred in 25 cases,no ablation-related death.Among 34 patients underwent ablation mainly for pain symptoms,the pain score decreased from(6.22±1.12)points before treatment to(1.94±1.64)points after treatment(P<0.001).During 6.8(3.3,12.9)months' follow-up,the mean survival time was(8.5±6.7)months,and all 47 patients died due to tumor progression.Conclusion Ultrasound-guided percutaneous microwave ablation was safe and feasible for unresectable pancreatic cancer.
5.Incidence trends and spatiotemporal distribution characteristics of dengue fever in China
ZHAO Jin ; ZHOU Yinzhu ; CHEN Shuilian
China Tropical Medicine 2024;24(8):920-
Abstract: Objective To analyze the incidence trends and spatiotemporal distribution characteristics of dengue fever in China based on the data from the China Disease Control Information System and the "National Statutory Infectious Disease Epidemic Overview" published by the National Health Commission of the People's Republic of China, and to provide a scientific basis for the prevention and control of dengue fever epidemics. Methods The incidence rates and monthly case numbers of dengue fever in China from 2015 to 2023 were collected. Provinces were classified according to the severity of the epidemic and the distribution status of the Aedes vector. The incidence trends, seasonal distribution, and spatial aggregation of dengue fever in China were statistically analyzed. Results The top five provinces with the highest average annual incidence rates from 2015 to 2023 were Yunnan (6.16/100 000), Guangdong (1.70/100 000), Hainan (1.13/100 000), Fujian (1.13/100 000), and Chongqing (0.74/100 000). The average annual incidence rate of dengue fever in China increased by 70.79% from 2015 to 2019 (AAPC=70.79, P=0.045). In Class Ⅰ regions, the incidence of Guangxi and Hainan showed a linear regression trend, with average annual increases of 844.73% (AAPC=844.73, P=0.021) and 516.51% (AAPC=516.51, P=0.013), respectively. In Class Ⅱ regions, except for Shanghai, the incidence of other provinces showed a linear regression trend, with Jiangxi having the highest average annual increase of 610.16% (AAPC=610.16, P=0.021), followed by Chongqing at 345.12% (AAPC=345.12, P=0.038). In Class Ⅲ regions, the incidence of Hebei, Shanxi, and Liaoning had a linear regression trend, with average annual increases of 80.67% (AAPC=80.67, P=0.028), 202.31% (AAPC=202.31, P=0.001), and 70.19% (AAPC=70.19, P=0.031), respectively. The epidemic of dengue fever showed no obvious seasonality in 2021, strict seasonality in 2022, and strong seasonality in the rest of the years. The epidemic peak days were mostly concentrated in the middle and late September to early October of each year, and the epidemic peak periods were mainly concentrated in August-early November. From 2015 to 2018, the incidence rate had no spatial aggregation nationwide, and the incidence rate in 2019 had spatial aggregation nationwide. In 2015-2019 and 2023, there were no high-low gathering areas in the country, and high-high gathering areas appeared in 2018 (Fujian, Hainan) and 2019 (Guangxi). Conclusions The situation of dengue fever prevention and control in China is grim. High-risk epidemic areas of dengue fever will no longer be limited to Class Ⅰ provinces, and the risk of expansion to Class Ⅱ provinces is increasing.
6.Lyciumbarbarum polysaccharides ameliorate canine acute liver injury by reducing oxidative stress, protecting mitochondrial function, and regulating metabolic pathways.
Jianjia HUANG ; Yuman BAI ; Wenting XIE ; Rongmei WANG ; Wenyue QIU ; Shuilian ZHOU ; Zhaoxin TANG ; Jianzhao LIAO ; Rongsheng SU
Journal of Zhejiang University. Science. B 2023;24(2):157-171
The development of acute liver injury can result in liver cirrhosis, liver failure, and even liver cancer, yet there is currently no effective therapy for it. The purpose of this study was to investigate the protective effect and therapeutic mechanism of Lyciumbarbarum polysaccharides (LBPs) on acute liver injury induced by carbon tetrachloride (CCl4). To create a model of acute liver injury, experimental canines received an intraperitoneal injection of 1 mL/kg of CCl4 solution. The experimental canines in the therapy group were then fed LBPs (20 mg/kg). CCl4-induced liver structural damage, excessive fibrosis, and reduced mitochondrial density were all improved by LBPs, according to microstructure data. By suppressing Kelch-like epichlorohydrin (ECH)-associated protein 1 (Keap1), promoting the production of sequestosome 1 (SQSTM1)/p62, nuclear factor erythroid 2-related factor 2 (Nrf2), and phase II detoxification genes and proteins downstream of Nrf2, and restoring the activity of anti-oxidant enzymes like catalase (CAT), LBPs can restore and increase the antioxidant capacity of liver. To lessen mitochondrial damage, LBPs can also enhance mitochondrial respiration, raise tissue adenosine triphosphate (ATP) levels, and reactivate the respiratory chain complexes I‒V. According to serum metabolomics, the therapeutic impact of LBPs on acute liver damage is accomplished mostly by controlling the pathways to lipid metabolism. 9-Hydroxyoctadecadienoic acid (9-HODE), lysophosphatidylcholine (LysoPC/LPC), and phosphatidylethanolamine (PE) may be potential indicators of acute liver injury. This study confirmed that LBPs, an effective hepatoprotective drug, may cure acute liver injury by lowering oxidative stress, repairing mitochondrial damage, and regulating metabolic pathways.
Animals
;
Dogs
;
Antioxidants/metabolism*
;
Carbon Tetrachloride
;
Chemical and Drug Induced Liver Injury/drug therapy*
;
Kelch-Like ECH-Associated Protein 1/metabolism*
;
Liver
;
Metabolic Networks and Pathways
;
Mitochondria/metabolism*
;
NF-E2-Related Factor 2/metabolism*
;
Oxidative Stress
;
Polysaccharides/pharmacology*
;
Lycium/chemistry*
7.SWI/SNF Complex Gene Mutations Promote the Liver Metastasis of Non-small Cell Lung Cancer Cells in NSI Mice.
Lingling GAO ; Zhi XIE ; Shouheng LIN ; Zhiyi LV ; Wenbin ZHOU ; Ji CHEN ; Linlin ZHU ; Li ZHANG ; Penghui ZENG ; Xiaodan HUANG ; Wenqing YAN ; Yu CHEN ; Danxia LU ; Shuilian ZHANG ; Weibang GUO ; Peng LI ; Xuchao ZHANG
Chinese Journal of Lung Cancer 2023;26(10):753-764
BACKGROUND:
The switch/sucrose nonfermentable chromatin-remodeling (SWI/SNF) complex is a pivotal chromatin remodeling complex, and the genomic alterations (GAs) of the SWI/SNF complex are observed in several cancer types, correlating with multiple biological features of tumor cells. However, their role in liver metastasis of non-small cell lung cancer (NSCLC) remains unclear. Our study aims to investigate the role and potential mechanisms underlying NSCLC liver metastasis induced by the GAs of SWI/SNF complex.
METHODS:
The GAs of SWI/SNF complex in NSCLC cell lines (H1299, H23 and H460) were identified by whole-exome sequencing (WES). ARID1A knockout H1299 cell was constructed with the CRISPR/Cas9 technology. The mouse model of liver metastasis from NSCLC was established to simulate lung cancer liver metastasis and observe the metastasis rate under different gene mutation conditions. RNA sequencing and Western blot were conducted for differential gene expression analysis. Immunohistochemistry (IHC) analysis was used to assess protein expression levels of SWI/SNF-regulated target molecules in mouse liver metastases.
RESULTS:
WES analysis revealed intracellular gene mutations. The animal experiments demonstrated a correlation between the GAs of SWI/SNF complex and a higher liver metastasis rate in immunodeficient mice. Transcriptome sequencing and Western blot analysis showed upregulated expression of ALDH1A1 and APOBEC3B in SWI/SNF-mut cells, particularly in ARID1A-deficient H460 and H1299 sgARID1A cells. IHC staining of mouse liver metastases further demonstrated elevated expression of ALDH1A1 in the H460 and H1299 sgARID1A group.
CONCLUSIONS
This study underscores the critical role of the GAs of SWI/SNF complex, such as ARID1A and SMARCA4, in promoting liver metastasis of lung cancer cells. The GAs of SWI/SNF complex may promote liver-specific metastasis by upregulating ALDH1A1 and APOBEC3B expression, providing novel insights into the molecular mechanisms underlying lung cancer liver metastasis.
Animals
;
Mice
;
Carcinoma, Non-Small-Cell Lung/genetics*
;
Lung Neoplasms/genetics*
;
Mutation
;
Liver Neoplasms/genetics*
8.Lycium barbarum polysaccharides ameliorate canine acute liver injury by reducing oxidative stress, protecting mitochondrial function, and regulating metabolic pathways
HUANG JIANJIA ; BAI YUMAN ; XIE WENTING ; WANG RONGMEI ; QIU WENYUE ; ZHOU SHUILIAN ; TANG ZHAOXIN ; LIAO JIANZHAO ; SU RONGSHENG
Journal of Zhejiang University. Science. B 2023;24(2):157-171,中插10-中插21
The development of acute liver injury can result in liver cirrhosis, liver failure, and even liver cancer, yet there is currently no effective therapy for it. The purpose of this study was to investigate the protective effect and therapeutic mechanism of Lycium barbarum polysaccharides (LBPs) on acute liver injury induced by carbon tetrachloride (CCl4). To create a model of acute liver injury, experimental canines received an intraperitoneal injection of 1 mL/kg of CCl4 solution. The experimental canines in the therapy group were then fed LBPs (20 mg/kg). CCl4-induced liver structural damage, excessive fibrosis, and reduced mitochondrial density were all improved by LBPs, according to microstructure data. By suppressing Kelch-like epichlorohydrin (ECH)-associated protein 1 (Keap1), promoting the production of sequestosome 1 (SQSTM1)/p62, nuclear factor erythroid 2-related factor 2 (Nrf2), and phase Ⅱ detoxification genes and proteins downstream of Nrf2, and restoring the activity of anti-oxidant enzymes like catalase (CAT), LBPs can restore and increase the antioxidant capacity of liver. To lessen mitochondrial damage, LBPs can also enhance mitochondrial respiration, raise tissue adenosine triphosphate (ATP) levels, and reactivate the respiratory chain complexes I?V. According to serum metabolomics, the therapeutic impact of LBPs on acute liver damage is accomplished mostly by controlling the pathways to lipid metabolism. 9-Hydroxyoctadecadienoic acid (9-HODE), lysophosphatidylcholine (LysoPC/LPC), and phosphatidylethanolamine (PE) may be potential indicators of acute liver injury. This study confirmed that LBPs, an effective hepatoprotective drug, may cure acute liver injury by lowering oxidative stress, repairing mitochondrial damage, and regulating metabolic pathways.
9.Epidemiological investigation and etiological analysis on a case of human infection with avian influenza A (H3N8) virus in Changsha
Jin ZHAO ; Xuewen YANG ; Ruchun LIU ; Yinzhu ZHOU ; Shuilian CHEN ; Jinsong QIU ; Zheng HUANG
Chinese Journal of Epidemiology 2023;44(11):1776-1780
Objective:To understand the epidemiological and clinical characteristics of human infection with avian influenza A(H3N8) virus and the molecular biological characteristics of the pathogen, and provide scientific evidence for the prevention and control of human infection with avian influenza A(H3N8) virus.Methods:An epidemiological investigation was conducted for a case of human infection with avian influenza A(H3N8) virus in Changsha in May 2022 to collect the information about exposure history, route of infection, onset and treatment, potential contacts and other possible exposures for a descriptive analysis. Nucleic acid detection and gene sequencing were used to detect the pathogen and analyze the genetic characteristics.Results:The case had a history of exposure to live poultry trading market 6 days before the onset of illness. Subtypes H3 and N8 of avian influenza virus were detected in live poultry markets. Deep gene sequencing showed that the virus had adaptive mutations in mammals, reduced sensitivity to alkamine agent, and no resistance mutations related to neuraminidase inhibitors and polymerase inhibitors were detected.Conclusion:The case was infected due to exposure to the live poultry market environment contaminated by avian influenza A(H3N8) virus, and no human to human transmission was found.
10.A multicenter study on human parainfluenza virus infections among children with community-acquired pneumonia from 2014 to 2020
Shiqi CAI ; Baoping XU ; Changchong LI ; Yun SUN ; Gen LU ; Rong JIN ; Yunxiao SHANG ; Yunlian ZHOU ; Ling CAO ; Aihuan CHEN ; Li DENG ; Yixiao BAO ; Limin NING ; Zhou FU ; Fang GU ; Shuilian YU ; Chunyan LIU ; Ju YIN ; Kunling SHEN ; Yun ZHU ; Zhengde XIE
Chinese Journal of Experimental and Clinical Virology 2023;37(5):472-479
Objective:To investigate the epidemiological and clinical characteristics of human parainfluenza viruses (HPIVs) infection among hospitalized children with community-acquired pneumonia (CAP) in China, and provide basic data for diagnosis, treatment and prevention of HPIVs infection.Methods:From November 2014 to February 2020, 5 448 hospitalized children with CAP were enrolled in 14 hospitals in 11 provinces and municipalities directly under the Central Government in southern China and northern China. Nasopharyngeal aspirates or throat swabs were collected, and the nucleic acids of 18 types respiratory viruses including HPIV1-4 were screened by suspension array technology. Demographic data and clinical information were collected for statistical analysis.Results:The total detection rate of HPIVs in 5 448 children with CAP was 8.83% (481/5 448), and the detection rate in males was higher than that in females (62.79% vs. 37.21%; χ2=0.000, P=0.992). The detection rate of HPIVs in 1~< 3 years age group was higher than that in other age groups, and the difference was statistically significant ( χ2=61.893, P<0.001). The detection rate of HPIVs in the northern region was higher than that in the southern region (9.02% vs 8.65%), but the difference was not statistically significant ( χ2=0.239, P=0.625). The prevalence of HPIV1-4 in northern and southern China was not completely same. HPIV1 was mainly prevalent in autumn in both northern and southern regions. HPIV2 was prevalent in summer in northern China, and the detection rate was low in southern China. HPIV3 reached its peak in both spring and summer in both northern and southern China, but its duration was longer in southern China than in northern China. HPIV4 is mainly popular in autumn in both southern China and northern China. Among 481 children infected with HPIVs, 58.42% (281/481) were infected with HPIV alone, and the main clinical manifestations were cough (90.75%) and fever (68.68%). Out of the HPIV-positive cases, 42.62% (205/481) were co-infected with another type of HPIV or a different virus, while 11.43% (55/481) had co-infections with two or more different viruses. HPIV3 was the most common type of co-infection with other viruses. HPIV3 infection accounted for the largest proportion (76.80%) in 47 HPIVs-positive children with severe pneumonia. Conclusions:HPIVs is one of the most important pathogens causing CAP in children in China, and children under 3 years of age are the main populations of HPIVs infection. The prevalence characteristics of all types of HPIVs in children in the north and south are not completely same. HPIV3 is the dominant type of HPIV infections and causes more severe diseases.


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