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1.
Journal of Preventive Medicine ; (12): 116-120, 2023.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-962260

ABSTRACT

Objective@#To examine the associations of sleep with overweight/obesity and central obesity in adults, so as to provide insights into improving sleep quality and preventing obesity in adults.@*Methods@#Demographics, height, body weight, waist circumstance and sleep status were collected from the Hubei Provincial Surveillance Program for Adult Chronic Diseases and Their Risk Factors in 2020. Subjects' sleep condiction, overweight/obesity and central obesity were descriptively analyzed. The associations of sleep with overweight/obesity and central obesity were examined using a multivariable logistic regression model.@*Results@#A total of 17 789 participants were recruited, with an average age of (56.21±13.05) years, 61.50% women, and mean duration of (7.18±1.56) h/d. There were 7 019 participants with snoring/asphyxia/suffocation (39.46%), 6 108 participants with sleep difficulty (34.34%), 8 064 participants with night waking at least twice (45.33%), 268 participants taking hypnotics (1.51%), and 6 267 participants with early morning awakening and difficulty in sleep again (35.23%), and there were 8 960 participants with overweight/obesity (50.37%) and 6 148 participants with central obesity (34.56%). Multivariable logistic regression analysis showed that sleep duration of <7 h/d (OR=1.081, 95%CI: 1.007-1.159), snoring/asphyxia/suffocation (OR=2.367, 95%CI: 2.222-2.521), and night waking at least twice (OR=1.106, 95%CI: 1.028-1.191) significantly correlated with overweight/obesity, and sleep duration of >8 h/d (OR=0.834, 95%CI: 0.761-0.913), snoring/asphyxia/suffocation (OR=2.153, 95%CI: 2.019-2.297), and night waking at least twice (OR=1.193, 95%CI: 1.105-1.288) were statistically associated with central obesity.@*Conclusion@#Sleep duration, snoring/asphyxia/suffocation and night waking are associated with overweight/obesity and central obesity.

2.
Heliyon ; 8(12): e12562, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36643315

ABSTRACT

China's national carbon market has already become the largest carbon market in the world. The prediction of carbon price is extremely important for policymakers and market participants. Therefore, the prediction of carbon price in China is of great significance. To achieve a better prediction effect, a multi-factor hybrid model combined with modified ensemble empirical mode decomposition (MEEMD) and long short-term memory (LSTM) neural network optimized by machine reasoning system on the basis of production rules is proposed in this paper. In addition to historical carbon price, other factors, such as energy, macroeconomy, environmental condition, temperature, exchange rate which affect carbon price fluctuation, are formed as multi-factor. The change characteristics of carbon price time series data and other associated factors are extracted in the carbon price prediction. The MEEMD is used to decompose data which is taken as potential input variables into LSTM neural network for prediction and the machine reasoning system based on production rules can automatically search and optimize the parameters of LSTM to further improve the prediction results. The experimental results demonstrate that the proposed method has better prediction effect, robustness and adaptability than the LSTM model without MEEMD decomposition, the single factor MEEMD-LSTM method and other benchmark models. Overall it seems that the proposed method is an advanced approach for predicting the non-stationary and non-linear carbon price time series.

3.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-876471

ABSTRACT

Objective To establish a mathematical prediction model for chronic obstructive pulmonary disease (COPD) by applying an artificial neural network (ANN) and logistic regression analysis method. Methods A cross-sectional survey was conducted in 2015 to collect epidemiological data of COPD of 2 400 residents from Hubei Province. Subjects were randomized into training group and test group at a ratio of 7:3. The prediction models of COPD were established using ANN and logistic multiple regression. The predictive performance of the two models was compared. Results Information from a total of 1 569 subjects was valid and analyzed, including 1,099 cases in the training group and 470 cases in the test group. The area under curve (AUC) of ANN for training group and test group was 0.80 and 0.78, respectively. The AUC of logistic regression for training group and test group was 0.75 and 0.74, respectively. Conclusion It is feasible to apply ANN and logistic regression models to predict COPD, which can provide scientific evidence for COPD prevention and treatment.

4.
Chinese Journal of Endemiology ; (12): 312-315, 2018.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-701321

ABSTRACT

Objective To make clear the fluorine content distribution in drinking water of residents in Hubei Province,draw a provincial distribution map of high-fluorine water and provide scientific basis for formulating refined prevention and control measures of drinking water type fluorosis in Hubei Province.Methods In 116 counties of Hubei Province,including development zones,scenic zones and farmlands,drinking water of residents was sampled according to different water supplies (centralized water supply,small centralized water supply in rual areas and decentralized water supply) from 2013 to 2015.For a centralized water supply,one sample was collected from the source water and the tap water each and at least 3 samples were collected for decentralized water supply in a village.Selective electrode method was used to detect the water fluorine content and ArcGIS 10.2 was used to draw distribution map of high-fluorine water at county level.Results A total of 38 284 water samples were collected,the median of fluorine content was 0.21 mg/L.The highest detective rate of all types of water supply with high fluorine content was pressure water well (64/100,64.0%) and high-fluorine water sample was not found in the reservoir.The high-fluorine water sources from centralized water supplies were distributed dispersedly in the north-west and the east of Hubei Province and those from decentralized water supplies were distributed dispersedly in the middle-north and the east of Hubei Province.Conclusions Fluorine concentration in drinking water is generally low.However,there are still some high-fluorine water supplies which should be reported to Hubei Provincial Water Resources Department as soon as possible.Moreover,there is a phenomenon of fluorine rebounce in the water reduction project,and managements of those projects should be strengthened.

5.
Chinese Journal of Endemiology ; (12): 116-119, 2018.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-701279

ABSTRACT

Objective To make clear the arsenic distribution in drinking water sources in Hubei Province, make provincial distribution map of high-arsenic water and provide scientific basis for formulating refined measures to prevent and control arsenic poisoning of drinking water type in Hubei Province. Methods In 103 counties of Hubei Province, residents were sampled according to different water supplies (centralized water supply, small centralized water supply in rural areas and decentralized water supply). One water sample was collected from source water and tap water in centralized water supply system and at least 3 samples were collected from decentralized water supply system in a village. Water iodine content was tested using atomic fluorescence spectrometry and a distribution map of high-arsenic water at county level was drawn using ArcGIS 10.2. Results Totally 38 292 water samples were collected. The water-arsenic-concentration median was less than 1.00 μg/L. The high-arsenic water detection rate in urban centralized water supply was 3.7%(80/2 176);which were all 0.1%(4/4 304,30/31 812) in small centralized water supply in rural areas and decentralized water supply. The high-arsenic water sources from centralized water supplies were distributed centrally in the south, the central and the east of Hubei Province and those from dispersed water supplies were distributed dispersedly in the south, the central and the east of Hubei Province.Conclusions There are still some dispersed water supplies with very high arsenic concentration in Hubei Province, which should be included to change the water area as soon as possible. Moreover, high arsenic water samples are found from centralized water supplies, which means the water treatment process should be upgraded or water resources should be changed.

6.
Chinese Journal of Endemiology ; (12): 361-364, 2017.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-614424

ABSTRACT

Objective To make clear the geography distribution of iodine in drinking water in Hubei Province,and make a provincial distribution map and provide scientific basis for formulating refined prevention and control measures to iodine deficiency disorders in Hubei Province.Methods In 116 counties of Hubei Province,including development zones,scenic zones and farmlands,drinking water samples were collected according to different water supplies (centralized water supply and decentralized water supply).One source water and a tap water sample were collected for a centralized water supply and at least 3 samples for decentralized water supply in a village were collected.Water iodine quantitative detection kit was used to detect the water iodine content and ArcGIS 10.2 to draw the distribution map of water iodine at county level.Results Totally 38 275 water samples were collected,and 83.47% (31 950/38 275) of them were came from decentralized water supply.The water-iodine-concentration median was 4.89 μg/L and 66.28% (25 368/38 275) of them were lower than 10 μg/L.Samples with water-iodine-concentration higher than 150 μg/L were 0.15% (56/38 275),which were distributed in the southern,northern and centre Hubei Province and a few in the east.Conclusions Iodine concentration in drinking water is generally low in Hubei Province.As an important and main measure to prevent iodine deficiency disorders,universal salt iodization (USI) should be carried out as a long-term measure.Districts of iodine content higher than 150 μg/L should be reported to Hubei Provincial Water Resources Department as soon as possible.

7.
Chinese Journal of Endemiology ; (12): 664-667, 2016.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-502226

ABSTRACT

Objective Through the dynamical monitoring of the water improvement projects operation,we intend to understand the prevalent trends of endemic fluorosis of children aged 8 to 12 in Hubei,to evaluate the effect of control measures and to provide the basis for making preventive measures.Methods In Hubei,ten surveillance counties were selected,and three epidemic villages were selected as fixed monitoring villages in each county from 2010 to 2014.In those villages,the operation situation of water improvement projects and the fluoride content in drinking water were detected,and the dental fluorosis of children aged 8 to 12 was diagnosed.Results From 2010 to 2014,the normal operation rate of water improvement projects was 75.61%-100.00%,the average of water fluorine content did not change,the differences were not statistically significant (F =2.00,P > 0.05).The numbers of water improvement projects with water fluorine content in excessive amount was increased in the past five years which was only one project in 2010-2012 and was increased to two projects in 2013 and 2014.In 2010-2014,the dental fluorosis prevalence rate of whole children was 9.45% (525/5 557),the dental fluorosis prevalence rate of exceeding-standard villages of water fluoride content was 42.40% (92/217),the dental fluorosis prevalence rate of qualified villages was 8.11% (433/5 340).The children's dental fluorosis prevalence rate of exceeding-standard villages of water fluoride content was higher than that in qualified villages;the differences were statistically significant (x2 =282.60,P < 0.05).Conclusions The operation rate of water-improving projects is mostly higher than 90%,and so is the qualification rate of fluoride content in drinking water.The operation condition and water quality of the water-improving projects in Hubei need to be improved.The prevalence of children dental fluorosis of affected villages has dropped significantly after low fluoride water is provided continuously.

8.
Chinese Journal of Endemiology ; (12): 514-517, 2015.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-481988

ABSTRACT

Objective To investigate and analyze the examination and acceptance results for coalburning-borne endemic fluorosis control and elimination in Hubei Province.Methods A county-level selfinspection and a provincial-level spot-check were conducted to investigate the status of improved-stove usage,the situation of correctly drying corn and chili,and the dental fluorosis prevalence among children aged 8 to 12 in 501 historic coal-burning-borne endemic fluorosis villages of 6 counties (cities) in Hubei Province from 2012 to 2014.The endemic areas were selected according to the Control Standards of Endemic Fluorosis in Endemic Areas (GB 17017-2010) and Eliminating Standards of Coal-burning Type Endemic Fluorosis.Results The results of county-level inspection showed that the qualified rates of improved stoves,the correct-usage rates of qualified stoves,and the correctly drying rates of corn and chili were all higher than 98% in targeted villages,and the prevalence rate of dental fluorosis of children was 7.73% (2 319/30 003).The results of provincial-level recheck were more than 99% and 8.25% (353/4 277),respectively.The results of county-level inspection were of good consistency with those of provincial-level recheck (88.89%,48/54).Five counties (cities) but one had met the standard of fluorosis control or elimination.Conclusion Coal-burning-borne endemic fluorosis scope in Hubei Province is narrowed greatly and the prevalence rates are decreased significantly.

9.
Chinese Journal of Neurology ; (12): 590-594, 2012.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-429228

ABSTRACT

ObjectiveTo study the anatomical abnormalities of basal ganglia and research their influence on depression status in patients with post stroke depression (PSD)by diffusion tensor imaging (DTI) of MRI.MethodsPatients with basal ganglia infarction were recruited,and divided into groups of PSD and non depression control group by Hamilton Depression Rating Scale (HAMD) assessment. All the patients were evaluated with National Institute of Health Stroke Scale ( NIHSS). And the patients were checked by DTI sequence.Fractional anisotropy (FA),average diffusion coefficient (ADC) values and the number of nerve fiber were measured in bilateral caudatum,pallidum,putamen and thalamus.ResultsThe score of NIHSS (6.29 ± 3.45 ) was significantly higher in PSD group than that in non-depression group (3.95 ± 1.90 ;t =2.219,P =0.036). No significant difference was found between the two groups for the DTI data of the basal ganglia nuclei ( t =0.056-1.618,all P > 0.05 ). Compared with contralateral construction (0.40 ± 0.02 ),the FA value decreased in the left putamen ( 0.37 ± 0.03 ) in the PSD group ( t =2.243,P =0.045 ).By Spearman correlations analysis,the HAMD score was positively correlated with NIHSS score ( r =0.464,P =0.017 ),and negatively correlated with the FA values of left pallidum (r=-0.563,P=0.005),right pallidum (r=-0.416,P=0.035) and left putamen (r =-0.428,P =0.029).Conclusions The occurrence of PSD was associated with neurological functional deficit following basal ganglia infarction.The depression level was correlated with the increasing of NIHSS score,the reductions in bilateral pallidum and left putamen FA values.This research contributes to evaluation of the PSD status in patients with basal ganglia infarction.

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