1.Application of fractal dimension CONVLSTM model in predicting the number of influenza cases in Hefei City
Sheng ZHANG ; Junjun MAO ; Weiling CHENG
Journal of Public Health and Preventive Medicine 2025;36(1):8-12
Objective To develop a multivariate modeling and prediction approach using the data of influenza incidence, meteorological factors and PM2.5 variables in Hefei City, and to provide new insights into multivariate modeling and prediction methods. Methods PM2.5 data were transformed into fractal dimension data and, along with meteorological data, were incorporated into a ConvLSTM model. The performance of this model was compared with traditional ARIMAX and multivariate LSTM models. Results The ARIMAX model's testing set Mean Absolute Error (MAE) was 95.75, Root Mean Square Error (RMSE) was 176.72, and Index of Agreement (IA) was 0.396642. The multivariate LSTM model's testing set MAE was 22.18, RMSE was 43.06, and IA was 0.974611. For the fractal dimension-based ConvLSTM model, the testing set MAE was 17.37, RMSE was 32.25, and IA was 0.988149. Conclusion The fractal dimension effectively captures the complexity and self-similarity of PM2.5 concentration, providing the model with richer feature information. The fractal dimension-based ConvLSTM model significantly outperforms the traditional ARIMAX model and the multivariate LSTM model in prediction accuracy and can be used for predicting the number of influenza cases.
2.Tonifying kidney and activating blood therapy for the treatment of diabetic erectile dysfunction: A systematic review and meta-analysis.
Mao-Ke CHEN ; Ke-Cheng LI ; Jun-Long FENG ; Xiang-Fa LIN ; Wen-Xuan DONG ; Zi-Xiang GAO ; Hua-Nan ZHANG ; Hui CHEN ; Ji-Sheng WANG ; Bin WANG
National Journal of Andrology 2025;31(9):832-840
Objective: To systematically evaluate the clinical efficacy and safety of Tonifying kidney and activating blood therapy for the treatment of diabetic mellitus erectile dysfunction. Methods: China National Knowledge Infrastructure(CNKI), Wanfang Data, VIP, Chinese Biomedical Database(CBM), PubMed, Cochrane Library, Embase and Web of Science were searched from inception until October 20th of 2024,for randomized controlled trials of Tonifying kidney and activating blood therapy for the treatment of diabetic erectile dysfunction. Literature screening, quality evaluation, and data extraction were carried out in accordance with relevant standards. The software of RevMan5.4 was used for the analysis of publication bias. And meta-analysis was conducted to assess the impact of this therapy on IIEF-5, total effective rate, adverse reactions. The evidence levels according to the analysis results were evaluated. Results: Totally 19 RCTs were included, involving 1 612 patients. The result of meta-analysis indicated that Tonifying kidney and activating blood therapy had advantages on the improvement of IIEF-5 scores (MD=3.59,95%CI[2.14,5.03],P<0.01),total effective rate (OR=4.30,95%CI[3.29,5.32],P<0.000 01). However, there was no statistically significant difference in the incidence of adverse reactions(OR=0.98,95%CI[0.48,2.01],P=0.96) between the two groups. Conclusions: Tonifying kidney and activating blood therapy can improve the clinical efficacy and IIEF-5 score for the patients with diabetic erectile dysfunction. But considering the limited quantity of included studies, more high-quality studies still be needed to validate the therapeutic effect.
Humans
;
Male
;
Erectile Dysfunction/therapy*
;
Randomized Controlled Trials as Topic
;
Kidney
;
Medicine, Chinese Traditional
;
Diabetes Complications/therapy*
3.Clinical trial of Morinda officinalis oligosaccharides in the continuation treatment of adults with mild and moderate depression
Shu-Zhe ZHOU ; Zu-Cheng HAN ; Xiu-Zhen WANG ; Yan-Qing CHEN ; Ya-Ling HU ; Xue-Qin YU ; Bin-Hong WANG ; Guo-Zhen FAN ; Hong SANG ; Ying HAI ; Zhi-Jie JIA ; Zhan-Min WANG ; Yan WEI ; Jian-Guo ZHU ; Xue-Qin SONG ; Zhi-Dong LIU ; Li KUANG ; Hong-Ming WANG ; Feng TIAN ; Yu-Xin LI ; Ling ZHANG ; Hai LIN ; Bin WU ; Chao-Ying WANG ; Chang LIU ; Jia-Fan SUN ; Shao-Xiao YAN ; Jun LIU ; Shou-Fu XIE ; Mao-Sheng FANG ; Wei-Feng MI ; Hong-Yan ZHANG
The Chinese Journal of Clinical Pharmacology 2024;40(6):815-819
Objective To observe the efficacy and safety of Morinda officinalis oligosaccharides in the continuation treatment of mild and moderate depression.Methods An open,single-arm,multi-center design was adopted in our study.Adult patients with mild and moderate depression who had received acute treatment of Morinda officinalis oligosaccharides were enrolled and continue to receive Morinda officinalis oligosaccharides capsules for 24 weeks,the dose remained unchanged during continuation treatment.The remission rate,recurrence rate,recurrence time,and the change from baseline to endpoint of Hamilton Depression Scale(HAMD),Hamilton Anxiety Scale(HAMA),Clinical Global Impression-Severity(CGI-S)and Arizona Sexual Experience Scale(ASEX)were evaluated.The incidence of treatment-related adverse events was reported.Results The scores of HAMD-17 at baseline and after treatment were 6.60±1.87 and 5.85±4.18,scores of HAMA were 6.36±3.02 and 4.93±3.09,scores of CGI-S were 1.49±0.56 and 1.29±0.81,scores of ASEX were 15.92±4.72 and 15.57±5.26,with significant difference(P<0.05).After continuation treatment,the remission rate was 54.59%(202 cases/370 cases),and the recurrence rate was 6.49%(24 cases/370 cases),the recurrence time was(64.67±42.47)days.The incidence of treatment-related adverse events was 15.35%(64 cases/417 cases).Conclusion Morinda officinalis oligosaccharides capsules can be effectively used for the continuation treatment of mild and moderate depression,and are well tolerated and safe.
4.Clinical characteristics and treatment analysis of three cases of congenital ulnar collateral flexor contracture of the forearm.
Yu ZHANG ; Qian XU ; Haijun MAO ; Shujuan WANG ; Xiaojuan SHENG ; Guangyue XU
Chinese Journal of Reparative and Reconstructive Surgery 2024;38(1):51-55
OBJECTIVE:
To report the clinical characteristics and treatment analysis of 3 cases of congenital ulnar collateral flexor contracture of the forearm and take a reference for clinic.
METHODS:
A total of 3 patients with congenital ulnar collateral flexor contracture of the forearm were admitted between February 2019 and August 2021. Two patients were male and 1 was female, and their ages were 16, 20, and 16 years, respectively. The disease durations were 8, 20, and 15 years, respectively. They all presented with flexion deformity of the proximal and distal interphalangeal joints of the middle, ring, and little fingers in the neutral or extended wrist position, and the deformity worsened in the extended wrist position. The total action motion (TAM) scores of 3 patients were 1 and the gradings were poor. The Carroll's hand function evaluation scores were 48, 55, and 57, and the grip strength indexes were 72.8, 78.4, and 30.5. Preoperative CT of case 2 showed a bony protrusion of the flexor digitorum profundus tendon at the proximal end of the ulna; and MRI of case 3 showed that the ulnar flexor digitorum profundus presented as a uniform cord. After diagnosis, all patients were treated with operation to release the denatured tendon, and functional exercise was started early after operation.
RESULTS:
The incisions of 3 patients healed by first intention. Three patients were followed up for 12, 35, and 12 months, respectively. The hand function and the movement range of the joints significantly improved, but the grip strength did not significantly improve. At last follow-up, TAM scores were 3, 4, and 4, respectively, among which 2 cases were excellent and 1 case was good. Carroll's hand function evaluation scores were 95, 90, and 94, and the grip strength indexes were 73.5, 81.3, and 34.2, respectively.
CONCLUSION
Congenital ulnar collateral flexor contracture is a rare clinical disease that should be distinguished from ischemic muscle contracture. The location of the contracture should be identified and appropriate surgical timing should be selected for surgical release. Active postoperative rehabilitation and functional exercise can achieve good hand function.
Humans
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Male
;
Female
;
Forearm/surgery*
;
Contracture/surgery*
;
Muscle, Skeletal
;
Tendons/surgery*
;
Ulna/surgery*
;
Range of Motion, Articular
5.A multicenter study of neonatal stroke in Shenzhen,China
Li-Xiu SHI ; Jin-Xing FENG ; Yan-Fang WEI ; Xin-Ru LU ; Yu-Xi ZHANG ; Lin-Ying YANG ; Sheng-Nan HE ; Pei-Juan CHEN ; Jing HAN ; Cheng CHEN ; Hui-Ying TU ; Zhang-Bin YU ; Jin-Jie HUANG ; Shu-Juan ZENG ; Wan-Ling CHEN ; Ying LIU ; Yan-Ping GUO ; Jiao-Yu MAO ; Xiao-Dong LI ; Qian-Shen ZHANG ; Zhi-Li XIE ; Mei-Ying HUANG ; Kun-Shan YAN ; Er-Ya YING ; Jun CHEN ; Yan-Rong WANG ; Ya-Ping LIU ; Bo SONG ; Hua-Yan LIU ; Xiao-Dong XIAO ; Hong TANG ; Yu-Na WANG ; Yin-Sha CAI ; Qi LONG ; Han-Qiang XU ; Hui-Zhan WANG ; Qian SUN ; Fang HAN ; Rui-Biao ZHANG ; Chuan-Zhong YANG ; Lei DOU ; Hui-Ju SHI ; Rui WANG ; Ping JIANG ; Shenzhen Neonatal Data Network
Chinese Journal of Contemporary Pediatrics 2024;26(5):450-455
Objective To investigate the incidence rate,clinical characteristics,and prognosis of neonatal stroke in Shenzhen,China.Methods Led by Shenzhen Children's Hospital,the Shenzhen Neonatal Data Collaboration Network organized 21 institutions to collect 36 cases of neonatal stroke from January 2020 to December 2022.The incidence,clinical characteristics,treatment,and prognosis of neonatal stroke in Shenzhen were analyzed.Results The incidence rate of neonatal stroke in 21 hospitals from 2020 to 2022 was 1/15 137,1/6 060,and 1/7 704,respectively.Ischemic stroke accounted for 75%(27/36);boys accounted for 64%(23/36).Among the 36 neonates,31(86%)had disease onset within 3 days after birth,and 19(53%)had convulsion as the initial presentation.Cerebral MRI showed that 22 neonates(61%)had left cerebral infarction and 13(36%)had basal ganglia infarction.Magnetic resonance angiography was performed for 12 neonates,among whom 9(75%)had involvement of the middle cerebral artery.Electroencephalography was performed for 29 neonates,with sharp waves in 21 neonates(72%)and seizures in 10 neonates(34%).Symptomatic/supportive treatment varied across different hospitals.Neonatal Behavioral Neurological Assessment was performed for 12 neonates(33%,12/36),with a mean score of(32±4)points.The prognosis of 27 neonates was followed up to around 12 months of age,with 44%(12/27)of the neonates having a good prognosis.Conclusions Ischemic stroke is the main type of neonatal stroke,often with convulsions as the initial presentation,involvement of the middle cerebral artery,sharp waves on electroencephalography,and a relatively low neurodevelopment score.Symptomatic/supportive treatment is the main treatment method,and some neonates tend to have a poor prognosis.
6.Correlation study of transcranial sonography combined with serum biomarkers and cognitive status in patients with Parkinson′s disease
Hai WANG ; Yingchun ZHANG ; Changwei DING ; Caishan WANG ; Yujing SHENG ; Xiaofang CHEN ; Ying ZHANG ; Min YANG ; Pan MAO ; Yong YANG ; Ping FENG ; Chengjie MAO ; Jing CHEN ; Chunfeng LIU
Chinese Journal of Ultrasonography 2024;33(6):512-518
Objective:To explore the correlation between transcranial sonography (TCS) combined with serum homocysteine (Hcy), blood glucose, blood lipids, the cognitive status of Parkinson′s disease (PD) patients, and to analyze the clinical application value of these parameters in assessing the cognitive status of PD patients.Methods:A total of 152 PD patients admitted to the Second Affiliated Hospital of Soochow University from January 2020 to June 2023 were retrospectively collected as the PD group, and 101 healthy examinees matched for age and gender during the same period were selected as control group. Clinical data [age, gender, duration of illness, Montreal Cognitive Assessment (MoCA) score, Mini-Mental State Examination (MMSE) score, Unified Parkinson′s Disease Rating Scale Part Ⅲ (UPDRS-Ⅲ) score, Hoehn-Yahr (H-Y) stage, etc.], serum tests (Hcy, blood glucose, total cholesterol, triglycerides, low-density lipoprotein, high-density lipoprotein concentration), and TCS examination results (third ventricular width, midbrain area, peak systolic velocity of bilateral middle cerebral arteries, bilateral middle cerebral artery resistance index, bilateral substantia nigra hyperechoic area) were collected. The two groups were divided into pure PD group and PD group with elevated Hcy, pure control group and control group with elevated Hcy, based on an Hcy concentration threshold of ≥15 μmol/L. The differences in the above parameters among the four groups were compared. The correlation between Hcy and cognitive status (MoCA score, MMSE score) of PD patients and the above parameters were analyzed.Results:The MoCA score and MMSE score of the PD group with elevated Hcy were lower than those of the pure PD group, and the UPDRS-Ⅲ score and H-Y stage were higher than those of the pure PD group (all P<0.001). The order of Hcy concentration from high to low was PD group with elevated Hcy, pure Hcy elevation group, pure PD group, and pure control group. The differences in serum data and TCS data among the four groups were statistically significant (all P<0.001). Spearman correlation analysis showed: ①In the PD group, the concentration of Hcy was positively correlated with glucose concentration, H-Y stage, low-density lipoprotein concentration, right middle cerebral artery resistance index, UPDRS-Ⅲ score, total cholesterol concentration, triglyceride concentration, left middle cerebral artery resistance index, third ventricular width, and age ( rs=0.422, 0.350, 0.348, 0.334, 0.325, 0.300, 0.293, 0.283, 0.221, 0.164, all P<0.05); Hcy concentration was negatively correlated with midbrain area, MMSE score, MoCA score, peak systolic velocity of right middle cerebral artery, peak systolic velocity of left middle cerebral artery, and high-density lipoprotein concentration ( rs=-0.328, -0.282, -0.245, -0.229, -0.224, -0.192, all P<0.05). ②Clinical data, serum data, and TCS data of PD patients were all correlated with MoCA score and MMSE score, with midbrain area showing the largest positive correlation ( rs=0.524, 0.516; both P<0.05) and H-Y stage showing the largest negative correlation( rs=-0.490, -0.468; both P<0.05). Conclusions:PD patients with elevated Hcy have lower cognitive scores than pure PD patients. The correlation between Hcy concentration and blood glucose concentration is the highest in PD patients, followed by H-Y stage. The cognitive scores of PD patients are most correlated with midbrain area and unrelated to substantia nigra hyperechoic area. Lowering serum Hcy concentration in PD patients may be one of the ways to delay cognitive impairment.
7.Mechanisms of hypertension inducing erectile dysfunction via the cGMP/PKG signaling pathway:An investigation using transcriptomics and network pharmacology
Jun-Long FENG ; Hai-Song LI ; Song SUN ; Bin WANG ; Hua-Nan ZHANG ; Zi-Xiang GAO ; Peng-Ming MAO ; Long-Ji SUN ; Nian-Wen HUANG ; Ji-Sheng WANG
National Journal of Andrology 2024;30(9):771-781
Objective:To explore the mechanism of hypertension inducing erectile dysfunction(ED)using transcriptomics and network pharmacology.Methods:We randomly divided 12 male rats with spontaneous hypertension(SHT)into an L-arginine(LA)group(n=6)and an SHT model control(MC)group(n=6),took another 6 Wistar Kyoto male rats as normal controls(NC),and treated the animals in the LA group by intraperitoneal injection of LA at 400 mg/kg and those in the latter two groups with physio-logical saline,once a day,all for 7 days.Then we observed the blood pressure and penile erection of the rats,and determined the ex-pressions of the cGMP/PKG signaling pathway-related proteins and mRNAs in different groups using ELISA,Western blot and RT-qPCR.Results:Transcriptomics combined with network pharmacology showed that the cGMP/PKG signaling pathway played a key role in hypertension-induced ED.In vivo animal experiments revealed a significantly lower frequency of penile erections in the MC than in the NC group(1.33±0.52 vs 2.67±0.51,P<0.05).The protein expressions of eNOS,PKG and sGC were markedly de-creased in the model controls compared with those the normal controls(P<0.05),but remarkably upregulated in the LA group com-pared with those in the MC group(P<0.05).Conclusion:Hypertension decreases the expressions of eNOS,NO,sGC,cGMP and PKG proteins and the level of testosterone by inhibiting the cGMP/PKG signaling pathway,which consequently suppresses the relaxa-tion of the penile vascular smooth muscle and reduces erectile function.
8.Feasibility of evaluating coronary artery calcium score on virtual non-contrast scan in dual-layer spectral detector CT
Panpan Yang ; Lu Lu ; Mao Sheng ; Ruomei Li ; Ji Zhang ; Yuqi Jiang ; Xinna Zhang ; Wei Deng ; Yuguo Li ; Shutian An ; Ren Zhao ; Yongqiang Yu ; Xiaohu Li
Acta Universitatis Medicinalis Anhui 2023;58(4):692-697
Objective:
To evaluate the accuracy and feasibility of coronary artery calcium score ( CACS) on virtual non-contrast scan ( VNC) images obtained from coronary artery CT angiography ( CCTA) scan with dual -layer spectral detector CT (SDCT) .
Methods :
The data of 197 patients who underwent CCTA scan in hospital were analyzed retrospectively,and 88 patients with CACS >0 were further analyzed. Linear regression analysis of CACS and coronary artery calcium volume ( CACV) of true non-contrast (TNC) images and VNC images ( CACS-TNC, CACS-VNC,CACV-TNC,CACV-VNC) was performed to obtain linear regression equation and correction coefficients λ 1AVG and λ2AVG .CACS-VNC and CACV-VNC were corrected by the corresponding regression equation and recorded as CCACS-VNC and CCACV-VNC,respectively.Spearman correlation coefficient was used for correlation analysis and Bland-Altman plot was used for consistency test.Mann-Whitney U test was used to compare the difference between the two groups.
Results :
For the total coronary artery,there was a strong correlation between CACS- TNC and CACS-VNC (rs = 0. 952,P <0. 001 ,λ 1AVG = 2. 19 ) ,CACV-TNC and CACV-VNC ( rs = 0. 954,P < 0. 001,λ2AVG = 1. 93) .The results of Mann-Whitney U test showed that there was no significant difference between CACS-TNC and CCACS-VNC or between CACV-TNC and CCACV-VNC,and the Bland-Altman plot showed good consistency between CACS-TNC and CCACS-VNC ,CACV-TNC and CCACV-VNC.
Conclusion
VNC images based on SDCT can accurately measure CACS and be used for cardiovascular risk classification,which is expected to replace TNC scan and reduce the radiation dose of patients.
9.Clinical value of transcranial sonography combined with olfactory test in early Parkinson′s disease
Yakun REN ; Yingchun ZHANG ; Caishan WANG ; Changwei DING ; Min YANG ; Yujing SHENG ; Ying ZHANG ; Xiaofang CHEN ; Pan MAO ; Chengjie MAO ; Chunfeng LIU
Chinese Journal of Ultrasonography 2023;32(12):1055-1061
Objective:To explore the adjunctive diagnostic value of transcranial sonography (TCS) combined with olfactory test in early Parkinson′s disease (PD) and the clinical value of both in the cognitive function of PD patients.Methods:TCS and olfactory test were performed in 157 early PD patients(PD group) and 157 healthy controls(control group) in the Second Affiliated Hospital of Soochow University from January 2018 to January 2022. The differences in clinical characteristics, TCS, and olfactory test results between the two groups were analyzed. The values of TCS, olfactory test, and their combination in diagnosing early PD were evaluated using clinical diagnosis as the gold standard. The correlations of the midbrain area, the midbrain substantia nigra hyperechoic area, and the third ventricle width in TCS examination with the cognitive score were analyzed in the PD group. According to the olfactory test scores, 157 patients with early PD were divided into two groups: 110 cases of PD with olfactory dysfunction (PD-OD) and 47 cases of PD without olfactory dysfunction (PD-NOD). The differences in clinical scores and TCS results between the two groups were compared.Results:The midbrain substantia nigra hyperechoic area, substantia nigra hyperechoic positivity rate, third ventricle width, and olfactory dysfunction rate were higher in the PD group compared to the control group, while the midbrain area and olfactory test scores were lower than those in the control group (all P<0.001). The sensitivity and the coincidence rate of TCS combined with the olfactory test for early PD diagnosis (90.0%, 77.1%) were higher than those of TCS alone (60.0%, 71.3%) and olfactory test alone (70.1%, 72.3%), but the specificity (63.7%) was lower than that of both alone (82.8% for TCS and 75.2% for olfactory test), (all P<0.001). MoCA score, visual space and executive ability, memory, attention, and language were positively correlated with the area of the midbrain ( rs=0.38, 0.32, 0.27, 0.25, 0.23; all P<0.05) and negatively correlated with the width of the third ventricle ( rs=-0.39, -0.22, -0.39, -0.22, -0.32; all P<0.05), and orientation was negatively correlated only with the width of the third ventricle ( rs=-0.24, P<0.05). The MoCA score of PD-OD group[22(18, 25)] was lower than that of PD-NOD group[24(20, 26)]( P=0.040). Conclusions:The combination of TCS and olfactory test can enhance the sensitivity and diagnostic agreement rate for early PD diagnosis, providing some auxiliary value. The cognitive function of PD patients is positively correlated with the midbrain area and negatively correlated with the width of the third ventricle. The cognitive function of PD patients with olfactory dysfunction is lower than that of PD patients without olfactory dysfunction. TCS and olfactory test may help assess cognitive function in PD patients.
10.Effects of moxibustion at Yongquan (KI 1) on cognition function and lower limb motor function in patients with post-stroke cognitive impairment of kidney essence deficiency.
Yan-Sheng YE ; Qing-Tang YANG ; Ding-Yu ZHU ; Kai-Xiang DENG ; Hui-Juan LIN ; Xin ZHANG ; Ting JI ; Meng-Zhen ZHUO ; Yu-Mao ZHANG
Chinese Acupuncture & Moxibustion 2023;43(9):1018-1022
OBJECTIVE:
To observe the effects of moxibustion at Yongquan(KI 1) on the cognitive function and lower limb motor function in patients with post-stroke cognitive impairment of kidney essence deficiency.
METHODS:
Eighty-four patients with post-stroke cognitive impairment of kidney essence deficiency were randomly divided into an observation group(42 cases,1 case dropped off)and a control group(42 cases,1 case dropped off).The control group was treated with medication,electroacupuncture,rehabilitation training and repetitive transcranial magnetic stimulation(rTMS);on the basis of the treatment as the control group,moxibustion at bilateral Yongquan(KI 1)was adopted in the observation group.Both groups were treated once a day,5 days a week with 2-day interval,4 weeks were required. The Montreal cognitive assessment (MoCA) score, mini-mental state examination (MMSE) score, Fugl-Meyer assessment-lower extremity (FMA-LE) score, Berg balance scale (BBS) score, functional independence measure (FIM) score, modified fall efficacy scale (MFES) score and scale for the differentiation of syndromes of vascular dementia (SDSVD) score before and after treatment were observed in the two groups.
RESULTS:
After treatment,the MoCA, MMSE, FMA-LE, BBS, FIM and MFES scores were higher than those before treatment in both groups (P<0.05), and the scores in the observation group were higher than those in the control group (P<0.05). After treatment,the SDSVD scores were lower than those before treatment in both groups (P< 0.05), and the SDSVD score in the observation group was lower than that in the control group (P< 0.05).
CONCLUSION
Moxibustion at Yongquan(KI 1) can improve the cognitive function and motor and balance function of lower limbs in patients with post-stroke cognitive impairment of kidney essence deficiency,reduce the risk of fall and improve the quality of life.
Humans
;
Cognition
;
Cognitive Dysfunction/therapy*
;
Dementia, Vascular
;
Kidney
;
Lower Extremity
;
Moxibustion
;
Quality of Life
;
Stroke/complications*


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