1.Influenza prediction and holiday effects analysis based on Prophet-LSTM model
Wenlin CHENG ; Junjun MAO ; Yizhe WANG ; Jiabing WU
Journal of Public Health and Preventive Medicine 2026;37(1):8-12
Objective To investigate the impact of holiday effects and prevention/control measures on the development characteristics and incidence trends of influenza in Hefei City using a Prophet-LSTM hybrid model, and to validate the applicability of the Prophet-LSTM model in influenza prediction by comparing the performance of different forecasting models. Methods Influenza incidence data from Hefei City (2016–2024) were collected to construct a Prophet-LSTM feature analysis and prediction model to analyze the impact of holiday effects and intervention measures on influenza incidence trends. Comparative models (ARIMA, GRU, and TimeGPT) were established and evaluated on the same test set. Results The data analysis revealed significantly increased influenza incidence during holidays (e.g., New Year's Day, Spring Festival, and National Day), while prevention and control measures led to declining trends. The Prophet-LSTM model demonstrated high consistency between the predicted and actual values, outperforming the comparative models with superior MAE (0.209), MSE (0.195), and IA (0.914), indicating higher prediction accuracy and trend-fitting capability. Conclusion The Prophet-LSTM model effectively captures spatiotemporal characteristics of influenza incidence, exhibits enhanced predictive performance when incorporating holiday effects and intervention measures, and demonstrates significant advantages and application value in influenza forecasting.
2.Effect of Shixiaosan on Neurological Function and Ferroptosis in Rats with Cerebral Ischemia-reperfusion Injury Based on Nrf2/SLC7A11/GPX4 Signaling Pathway
Ying WEI ; Lixia WANG ; Junjun YIN ; Xiaohong CHEN ; Lijuan SONG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(7):22-31
ObjectiveTo investigate whether Shixiaosan can improve neurological function and inhibit ferroptosis in rats with cerebral ischemia-reperfusion injury (CIRI) by regulating the nuclear factor E2-related factor 2 (Nrf2)/solute carrier family 7 member 11 (SLC7A11)/glutathione peroxidase 4 (GPX4) pathway. MethodsA rat model of CIRI was established using the intraluminal filament method. Briefly, cervical blood vessels were separated, branches of the external carotid artery were ligated, and the common carotid artery and internal carotid artery were clamped. A nylon filament was inserted through the opening of the external carotid artery to the origin of the middle cerebral artery to block blood flow and induce cerebral ischemia. After 60-120 min of ischemia, the filament was withdrawn to restore blood flow, and the external carotid artery incision was ligated. The rats were divided into a CIRI group, a Shixiaosan low-dose (-L) group (intragastric administration of 1.26 g·kg-1 Shixiaosan), a Shixiaosan high-dose (-H) group (intragastric administration of 2.52 g·kg-1 Shixiaosan), a donepezil hydrochloride tablet (DON) group (intragastric administration of 0.45 mg·kg-1 DON), and a Shixiaosan -H + Nrf2 inhibitor (ML385) group (intragastric administration of 2.52 g·kg-1 Shixiaosan combined with intraperitoneal injection of 30 mg·kg-1 ML385). An additional 12 rats underwent cervical artery separation followed by incision suturing and served as the control group. Equal volumes of double-distilled water were administered to the CIRI and control groups. Neurological function impairment was assessed using the modified Garcia JH score. Magnetic resonance imaging was used to determine the cerebral infarct volume ratio. Hematoxylin-eosin (HE) staining and Prussian blue staining were performed to observe neuronal injury and iron accumulation in the ischemic penumbra, respectively. Transmission electron microscopy was used to examine the ultrastructure of neuronal mitochondria in the ischemic penumbra. Commercial kits were used to measure ferrous iron (Fe2+), malondialdehyde (MDA), reduced glutathione (GSH) content, and reactive oxygen species (ROS) activity in the ischemic penumbra. The BODIPY (581/591) C11 fluorescent probe was used to detect intracellular lipid peroxidation levels. Western blot was performed to detect protein expression levels of Nrf2, SLC7A11, GPX4, transferrin receptor 1 (TFRC), ferritin heavy chain (FHC), and ferritin light chain (FLC) in the ischemic penumbra. ResultsCompared with the control group, the CIRI group exhibited neuronal injury in the ischemic penumbra, characterized by reduced neuron numbers, nucleolar shrinkage, and interstitial edema. Marked iron accumulation was observed in the tissue. Neuronal mitochondria showed atrophy and rupture, with reduced mitochondrial cristae and increased membrane density. The cerebral infarct volume ratio, Fe2+ content, MDA content, ROS activity, and lipid peroxidation levels were increased, whereas the modified Garcia JH score, GSH content, and protein expression levels of Nrf2, SLC7A11, GPX4, FHC, and FLC were decreased, and TFRC protein expression was increased (P<0.05). Compared with the CIRI group, the Shixiaosan -L group, Shixiaosan -H group, and DON group showed attenuated neuronal injury in the ischemic penumbra, reduced iron accumulation, alleviated mitochondrial damage, decreased cerebral infarct volume ratio, Fe2+ and MDA contents, ROS activity, and lipid peroxidation levels, as well as increased modified Garcia JH scores, GSH content, and protein expression levels of Nrf2, SLC7A11, GPX4, FHC, and FLC, while TFRC protein expression was decreased (P<0.05). The magnitude of changes in all indicators was greater in the Shixiaosan -H group than in the Shixiaosan -L group (P<0.05). Compared with the Shixiaosan -H group, all measured indicators in the Shixiaosan -H + ML385 group showed opposite trends (P<0.05). ConclusionShixiaosan may inhibit ferroptosis and restore neurological function in rats with CIRI by activating the Nrf2/SLC7A11/GPX4 pathway.
3.Qiangjing Tablets Regulate CDK4-E2F Signaling Pathway to Delay Aging of Leydig Cells and Testicular Tissue in Rats
Xiucheng LAN ; Meijing WANG ; Jingyi ZHANG ; Junjun LI ; Liang DONG ; Xujun YU ; Fang YANG ; Degui CHANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(14):328-336
ObjectiveTo reveal the molecular mechanism by which the traditional Chinese medicine compound prescription Qiangjing tablets regulate the aging of the testicular tissue and Leydig cells in rats through the cyclin-dependent kinase 4 (CDK4)-early 2 factor (E2F) signaling pathway. MethodsFor the cell experiment, 2-month-old SPF-grade SD male rats were selected and randomly assigned into a blank control group (administrated with an equal volume of 0.9% sodium chloride injection) and a Qiangjing tablets group (20 rats in each group) according to body weight. The Leydig cell model of aging was established by treatment of TM3 cells with 100 μmol·L-1 H2O2, and the modeling performance was evaluated based on the levels of p16 and p21 determined by Western blot. The antioxidant NAC (1 mmol·L-1) was used as the positive control for eliminating reactive oxygen species (ROS). Cells were intervened with Qiangjing tablets-containing serum at low (2.5%), medium (5%), and high (10%) concentrations. The testosterone level in the cell supernatant was determined by enzyme-linked immunosorbent assay (ELISA), and the protein levels of CDK4, E2F1, and E2F2 were analyzed by Western blot. In the animal experiment, 19-month-old naturally aging rats were used as the model group, and 2-month-old rats as the young control group. The positive control group was subcutaneously injected with 5.21 mg·kg-1·d-1 testosterone propionate. Qiangjing tablets were administered by gavage at low, medium, and high doses of 0.72, 1.44, 2.88 g·kg-1·d-1, respectively. The general conditions of rats were observed, and the protein levels of CDK4, E2F1, and E2F2 in the testicular tissue were determined by Western blot. ResultsIn the cell experiment, compared with the blank control group, the model group showed upregulated expression of CDK4 and E2F1 (P<0.05) and slightly downregulated expression of E2F2. Compared with that in the model group, the expression of CDK4 was upregulated in the NAC group and the low-dose Qiangjing tablets group (P<0.05), slightly upregulated in the medium-dose Qiangjing tablets group, and downregulated in the high-dose Qiangjing tablets group (P<0.05). The NAC group showed downregulated expression of E2F1 (P<0.05) and E2F2, and the low-, medium-, and high-dose Qiangjing tablets groups showed downregulated expression of both E2F1 and E2F2 (P<0.05). Compared with that in the NAC group, the expression of CDK4 was upregulated in the low-dose Qiangjing tablets group and downregulated in the medium-dose and high dose (P<0.05) groups. The expression of E2F1 was down-regulated in all the three dose groups, with statistically significance in the high dose group (P<0.05), and that of E2F2 were downregulated in all the three dose groups (P<0.05). In the animal experiment, compared with the young control group, the model group exhibited downregulated expression of CDK4 (P<0.05) and slightly upregulated expression of E2F1 and E2F2. Compared with that in the model group, the expression of CDK4 decreased in the testosterone propionate group and the low-dose Qiangjing tablets group (P<0.05) but increased in the medium-dose (P<0.05) and high-dose groups. In addition, the expression of E2F1 decreased (P<0.05), and that of E2F2 was slightly elevated. Compared with that in the NAC group, CDK4 expression was elevated in the Qiangjing tablets groups, with statistical significance in the medium- and high-dose groups (P<0.05). Similarly, the E2F1 expression was also upregulated in the Qiangjing tablets groups, with statistical significance in the medium-dose group (P<0.05). The expression of E2F2 was downregulated in all the Qiangjing tablets groups. ConclusionQiangjing tablets delay the aging process of Leydig cells and testicular tissue by up-regulating the expression of CDK4 and lowering the levels of E2F1 and E2F2.
4.Erratum: Author correction to "Up-regulation of glyclipid transfer protein by bicyclol causes spontaneous restriction of hepatitis C virus replication" Acta Pharm Sin B 9 (2019) 769-781.
Menghao HUANG ; Hu LI ; Rong XUE ; Jianrui LI ; Lihua WANG ; Junjun CHENG ; Zhouyi WU ; Wenjing LI ; Jinhua CHEN ; Xiaoqin LV ; Qiang LI ; Pei LAN ; Limin ZHAO ; Yongfeng YANG ; Zonggen PENG ; Jiandong JIANG
Acta Pharmaceutica Sinica B 2025;15(3):1721-1721
[This corrects the article DOI: 10.1016/j.apsb.2019.01.013.].
5.High-throughput circular RNA sequencing reveals tumor-specific high expression of hsa_circ_0001900 in Wilms tumor in association with poor prognosis.
Zhiqiang GAO ; Jie LIN ; Peng HONG ; Zaihong HU ; Kongkong CUI ; Yu WANG ; Junjun DONG ; Qinlin SHI ; Xiaomao TIAN ; Guanghui WEI
Journal of Southern Medical University 2025;45(11):2466-2474
OBJECTIVES:
To explore the expression profile of circular RNAs (circRNAs) and their potential roles in prognosis and progression of Wilms' tumor (WT).
METHODS:
Four pairs of WT and adjacent tissues were collected for high-throughput circRNA sequencing to identify the differentially expressed circular RNAs. RT-qPCR was used to verify the expression levels of the top 6 candidate circRNAs in the clinical samples. hsa_circ_0001900 was selected for analysis of its correlation with clinicopathological features and prognosis in 34 patients with WT. Sanger sequencing and RNase R digestion experiments were used to verify the cycling site and structural stability of hsa_circ_0001900 molecule.
RESULTS:
A total of 23 978 circular RNA molecules were identified in WT tissues by high-throughput circular RNA sequencing, and among them 614 were differentially expressed in WT. hsa_circ_0001900 showed the highest expression level among the differentially expressed circRNAs, which was consistent with the findings in clinical tumor samples and the sequencing results. Correlation analysis showed that hsa_circ_0001900 expression level was positively correlated with WT volume, and the children with high hsa_circ_0001900 expression had a lowered recurrence-free survival rate. The results of Sanger sequencing verified the circular splice site sequence of the molecule, and Rnase R digestion assay confirmed its stable covalent structure.
CONCLUSIONS
This study presents a comprehensive expression profile of circular RNAs in WT, and the expression level of hsa_circ_0001900 is related to the size of WT and the patients' prognosis, suggesting its possible role as a key driving gene in WT progression.
Humans
;
RNA, Circular
;
Wilms Tumor/pathology*
;
Prognosis
;
High-Throughput Nucleotide Sequencing
;
Kidney Neoplasms/genetics*
;
Sequence Analysis, RNA
;
Male
;
Female
6.Correlation between beverage dependence and sleep quality among college students
Chinese Journal of School Health 2025;46(8):1125-1129
Objective:
To explore the relationship between beverage dependence and sleep quality among college students, providing empirical evidence for improving their sleep quality.
Methods:
From December 2024 to January 2025, a convenience sampling method was used to conduct a questionnaire survey among 3 974 college students from four universities in Anhui Province. The Beverage Addiction Scale for College Students (BASCS) was used to assess beverage dependence, and the Self rating Scale of Sleep(SRSS) was used to evaluate sleep quality. A multivariate Logistic regression model was employed to analyze the relationship between beverage dependence and sleep quality, and a restricted cubic spline model was used to examine the dose response relationship between the two.
Results:
The positive rate of beverage dependence symptoms among college students was 7.6%, with positive rates of 9.6%, 13.8%, and 7.4% for the withdrawal symptoms, health effects, and dependence symptoms dimensions, respectively. The detection rate of sleep disorders was 23.6%. Multivariate Logistic regression analysis showed that after adjusting for covariates such as grade, gender, and body mass index, compared with the no beverage dependence group, students with positive beverage dependence symptoms had a higher risk of sleep disorders( OR =3.71, 95% CI =2.87-4.80, P <0.01). The OR (95% CI ) for sleep disorders among students with positive symptoms in the withdrawal symptoms, health effects, and dependence symptoms dimensions were 2.80(2.22-3.53), 2.38(1.95-2.91), and 2.45(1.89-3.18)(all P <0.01). Further analysis using a restricted cubic spline model revealed that the overall beverage dependence score and its three dimensional scores were approximately linearly related to the risk of sleep disorders among college students (all nonlinear P >0.05).
Conclusions
Beverage dependence is associated with sleep quality among college students. Schools should take multiple approaches, such as health education on beverage awareness, to improve students sleep quality.
7.New concepts, new indicators and new technologies of lipid management in laboratory medicine: application and prospect
Chinese Journal of Laboratory Medicine 2025;48(7):791-794
Dyslipidemia is the core pathological basis of atherosclerotic cardiovascular diseases (ASCVD). Lipid management strategy undergoes the innovation from "single target" to "multi-dimensional precision" now. The application of apolipoprotein B in the risk management of ASCVD is explored in this paper, and it is highlighted that non-high-density lipoprotein cholesterol is a more reliable risk stratification indicator instead of high triglyceride level. Meanwhile, it is revealed that with the use of multi-omics technologies, the potential of epigenetic modifications and core molecules of lipid metabolism might serve as new indicators for ASCVD risk assessment. This paper also expands the cross-disciplinary multi-dimensional collaborative mechanisms of "heart-eye lipid metabolism association" and "gut-heart axis association", which is conducive to exploring new approaches for lipid management and intervention in ASCVD.
8.Clinical values of detecting global RNA N 6-methyladenosine (m 6A) modification levels and perilipin 2 site-specific m 6A modification in peripheral blood as novel molecular biomarkers of coronary artery disease
Zhuoying GU ; Jia WU ; Xinran WU ; Yanping MO ; Junjun WANG
Chinese Journal of Laboratory Medicine 2025;48(7):861-868
Objective:To assess the clinical value of global RNA N6-methyladenosine (m 6A) and perilipin 2 (PLIN2) mRNA site-specific (chr9:19116312) m 6A modification in peripheral blood as novel molecular biomarkers of coronary artery disease (CAD). Methods:Seventy-four patients with coronary artery disease diagnosed at the Eastern Theater General Hospital from June to December 2023, and 60 age-and sex-matched healthy controls during the same period were selected for a retrospective case-control study. The global RNA m 6A modification level in peripheral blood was detected by RNA methylation quantitative detection kit as a preliminary validation, and PLIN2 site-specific (chr9:19116312) m 6A modification level was further detected using the qPCR quantification technique with single-base elongation and ligation as a rescreening validation. Lipid indicators such as total cholesterol (TC) and high-density lipoprotein cholesterol (HDL-C), routine blood indicators such as neutrophil count and platelet count were detected, and the coronary lesion characteristics were further evaluated by using the Gensini score and SYNTAX score systems in conjunction with coronary arteriography results.The CAD group was divided into a single-branch (25 cases) and a multi-branch lesion subgroup (49 cases) according to the number of vascular lesion branches on coronary angiography. The potential value of global RNA m 6A and PLIN2 site-specific (chr9:19116312) m 6A modification levels in peripheral blood of patients for the adjunctive diagnosis and assessment of coronary artery disease was explored using Spearman correlation analysis, subject operating characteristic (ROC) curves, and logistic regression analysis. Results:Compared with the control group, the levels of global RNA m 6A modification and PLIN2 site-specific (chr9∶19116312) m 6A modification in peripheral blood were significantly decreased in the CAD group (both P<0.05). The levels of global RNA m 6A modification in peripheral blood was also significantly decreased in the single-branch and multi-branch lesion subgroups ( P<0.05), and PLIN2 site-specific (chr9:19116312) m 6A modification in peripheral blood was significantly decreased in the multi-branch lesion subgroup only ( P<0.05). Spearman correlation analysis showed that in both the CAD group and the multi-branch lesion subgroup, global RNA m 6A modification level in peripheral blood was positively correlated with HDL-C ( r=0.246, 0.289, P<0.05) and negatively correlated with SYNTAX score ( r=-0.261, -0.322, P<0.05) and neutrophil count ( r=-0.246, -0.466, P<0.05). In the single-branch lesion subgroup of CAD, PLIN2 site-specific (chr9:19116312) m 6A modification level was negatively correlated with Gensini score ( r=-0.566, P<0.05). In the multi-branch lesion subgroup of CAD, PLIN2 site-specific (chr9:19116312) m 6A modification level was negatively correlated with platelet count ( r=-0.313, P<0.05). The ROC curve analysis showed that the area under the ROC curve (AUC) of global RNA m 6A and PLIN2 site-specific (chr9:19116312) m 6A modification levels in peripheral blood for distinguishing CAD and coronary artery multi-branch lesions were 0.915 and 0.918, with specificity of 83.3% and 95.0%, and sensitivity of 85.1% and 75.5%, respectively. The multivariate logistic regression analysis showed that after adjusting confounding factors such as age, sex, proportion of diabetes and hypertension, and TC, the levels of global RNA m 6A modification ( OR=0.691, P<0.001; OR=0.694, P<0.01), and PLIN2 site-specific (chr9:19116312) m 6A modification levels ( OR=0.345, P<0.05; OR=0.143, P<0.01) in peripheral blood remained independently associated with CAD and coronary artery multi-branch lesions, respectively. Conclusions:The analysis of global RNA m 6A in combination with PLIN2 site-specific (chr9:19116312) m 6A modification levels in peripheral blood is valuable for the adjunctive diagnosis and assessment of patients with CAD and coronary artery multi-branch lesions.
9.Masquelet technique and improved bone grafting for treatment of open tibial fractures of Gustilo-Anderson ⅢB with segmental bone defects
Baobao XUE ; Huanbo WANG ; Chao YANG ; Donglin LI ; Junjun FAN ; Bo GAO
Chinese Journal of Orthopaedic Trauma 2025;27(3):189-196
Objective:To explore the clinical effectiveness of Masquelet technique combined with improved bone grafting in the treatment of open tibial fractures of Gustilo-Anderson ⅢB with segmental bone defects.Methods:A retrospective study was conducted to analyze the clinical data of 13 patients with open tibial fracture of Gustilo-Anderson ⅢB with segmental bone defects who had been admitted to Department of Orthopeadics, Xijing Hospital, Air Force Medical University from January 2021 to May 2023. There were 9 males and 4 females with an age of (36.9±9.3) years. The length of tibial defects after debridement was (8.1±2.8) cm, and the area of soft-tissue defects 95.0 (53.6, 202.0) cm 2. At the first stage, Masquelet technique was used, soft-tissue defects were covered simultaneously or step by step, skin grafting was conducted on the donor site surface simultaneously, and survival of the tissue and skin grafts was observed. At the second stage, intramedullary space occupation with bone cement rods was conducted using improved bone grafting for which iliac bone, artificial bone, platelet rich plasma (PRP), and recombinant human bone morphogenetic protein-2 (rhBMP-2) were mixed; internal fixation was replaced. The interval between 2 stages of surgery was 4 to 7 weeks. The occurrence of infection, bone defect healing time, knee Lysholm score, ankle Mazur score, and knee and ankle ranges of motion at the last follow-up were recorded. The knee and ankle function scores before the second stage bone grafting and at the last follow-up were compared. Results:After the first-stage surgery, all the 13 patients did not need any revision with fine wound healing. After the second-stage surgery, all patients were followed up for (14.9±4.4) months with no infection at all. The healing time for bone defects was 8.0 (6.0, 12.0) months. At the last follow-up, the knee Lysholm score and the ankle Mazur score were (77.2±5.2) points and (76.1±10.9) points respectively, significantly different from those before the second-stage bone grafting [(41.3±7.5) points and (37.4±5.2) points] ( P<0.05). In the 13 patients at the last follow-up, ankle dorsiflexion limitation was 5.0° (0, 10.0°), knee flexion 105.0°±9.6°, and knee extension limitation 5.0° (5.0°, 5.0°). Conclusion:In the treatment of open tibial fractures of Gustilo-Anderson ⅢB with segmental bone defects, Masquelet technique combined with improved bone grafting can effectively prevent infection, repair bone defects, and restore the function of lower extremities, leading to definite curative efficacy.
10.Application of suction connecting tube combined with gastroscope visual blood clot removal device to upper gastrointestinal bleeding (with video)
Jun CHENG ; Junjun ZHANG ; Song ZHANG ; Yazhou WANG ; Weitian XU ; Xin GAO
Chinese Journal of Digestive Endoscopy 2025;42(8):645-648
In order to explore the application value of the suction connecting tube combined with gastroscope visual blood clot removal device in the blood clot removal surgery of patients with upper gastrointestinal bleeding, the clinical data of 18 patients with upper gastrointestinal bleeding treated with this device at the Department of Gastroenterology, General Hospital of Central Theater Command from January 2023 to June 2024 were retrospectively analyzed to observe its therapeutic effect. The results showed that the operation time of the device for 18 patients ranged 4-16 minutes (8.2±3.1 min). The total volume of blood clots and blood cleared ranged 120-500 mL (221.1±97.1 mL). Blood and blood clots were successfully removed in a single procedure in 17 patients, with a success rate of 94.4% (17/18). Hemostasis was unsuccessful in 1 patient with gastric cancer and bleeding under endoscopy, and subsequent surgical treatment was performed. No serious complication occurred. The suction connecting tube combined with gastroscope visual blood clot removal device can effectively remove blood and blood clots in the digestive tract, with high success rate, which is worth promotion and application.


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