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Original article
An epidemiology survey of vitamin D deficiency and its influencing factors
Un estudio epidemiológico acerca de la deficiencia de vitamina D y sus factores de influencia
Wei Jianga,1, Dong-Bo Wua,1, Gui-Bao Xiaob, Bei Dingc, En-Qiang Chena,
Corresponding author
chenenqiang1983@hotmail.com

Corresponding author at: No. 37 Guo Xue Xiang, Wuhou District, Chengdu 610041, Sichuan Province, China.
a Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu 610041, China
b Department of Infectious Diseases, The First People's Hospital of Ziyang, Ziyang 641300, China
c ADICON Clinical Laboratory, Chengdu 610000, China
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1&#44;25&#40;OH&#41;<span class="elsevierStyleInf">2</span>D&#44; by 1&#945; hydroxylase activity in the kidney and various other tissues&#46; The majority of circulating 25&#40;OH&#41;D and 1&#44;25&#40;OH&#41;<span class="elsevierStyleInf">2</span>D is bound to vitamin D binding protein &#40;DBP&#41; &#40;80&#8211;90&#37;&#41; and albumin &#40;10&#8211;20&#37;&#41;&#44; while a small fraction of vitamin D is free&#46;<a class="elsevierStyleCrossRef" href="#bib0165"><span class="elsevierStyleSup">1</span></a> As the consequence&#44; measuring the total levels of serum 25&#40;OH&#41;D in clinical is considered the best estimate of vitamin D nutritional status&#46; The threshold for optimum serum vitamin D levels and definitions of sufficiency are controversial&#46;<a class="elsevierStyleCrossRef" href="#bib0170"><span class="elsevierStyleSup">2</span></a> However&#44; most countries and institutions have defined the level of vitamin D as three categories &#40;&#8220;deficiency&#8221;&#44; &#8220;insufficiency&#8221;&#44; and &#8220;normal&#8221;&#41;&#46; According to The International Osteoporosis Foundation&#44; we defined the cut-off points for four categories&#44; respectively 25&#40;OH&#41;D<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>10<span class="elsevierStyleHsp" style=""></span>ng&#47;mL as &#8220;vitamin D severe shortage&#8221;&#44; 25&#40;OH&#41;D<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>20<span class="elsevierStyleHsp" style=""></span>ng&#47;mL for &#8220;vitamin D deficiency&#8221;&#44; 20&#8211;30<span class="elsevierStyleHsp" style=""></span>ng&#47;mL for &#8220;vitamin D insufficiency&#8221;&#44; and 25&#40;OH&#41;D<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>30<span class="elsevierStyleHsp" style=""></span>ng&#47;mL for &#8220;normal&#8221;&#46;<a class="elsevierStyleCrossRefs" href="#bib0175"><span class="elsevierStyleSup">3&#44;4</span></a> The level of 25&#40;OH&#41;D reaching 30<span class="elsevierStyleHsp" style=""></span>ng&#47;mL is identified as the minimum target for vitamin D supplementation&#44; and the optimal level is 30&#8211;50<span class="elsevierStyleHsp" style=""></span>ng&#47;mL&#46;<a class="elsevierStyleCrossRef" href="#bib0185"><span class="elsevierStyleSup">5</span></a></p><p id="par0010" class="elsevierStylePara elsevierViewall">Rickets was the first disease described in the literature linked to low vitamin D levels along with malabsorption of calcium and phosphorous in the early 20th century&#46;<a class="elsevierStyleCrossRef" href="#bib0190"><span class="elsevierStyleSup">6</span></a> While over several recent decades&#44; many conditions and diseases have been recognized to be associated with low levels of vitamin D&#44; such as bone diseases&#44; muscles&#44; cancer&#44; autoimmune diseases&#44;<a class="elsevierStyleCrossRefs" href="#bib0195"><span class="elsevierStyleSup">7&#8211;10</span></a> etc&#46; Although recognized the importance of vitamin D&#44; the poor condition of vitamin D deficiency has been existed across countries throughout the world and impacts 30&#8211;50&#37; people&#46;<a class="elsevierStyleCrossRef" href="#bib0215"><span class="elsevierStyleSup">11</span></a> In the USA&#44; it was reported that 166 cases of nutritional rickets have been published in the medical literature between 1986 and 2003&#46;<a class="elsevierStyleCrossRef" href="#bib0220"><span class="elsevierStyleSup">12</span></a> In the French general population&#44; 43&#8211;50&#37; of subjects have a 25&#40;OH&#41;D<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>20<span class="elsevierStyleHsp" style=""></span>ng&#47;mL and approximately 80&#37; have a 25&#40;OH&#41;D<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>30<span class="elsevierStyleHsp" style=""></span>ng&#47;mL&#46;<a class="elsevierStyleCrossRef" href="#bib0225"><span class="elsevierStyleSup">13</span></a> In addition&#44; many reports indicate that the situation of vitamin D deficiency is not optimistic in China&#46; However&#44; the overall research about the epidemiology of vitamin D deficiency in China is still lack&#46;</p><p id="par0015" class="elsevierStylePara elsevierViewall">In this study&#44; we launched a study which includes five major Chinese regions and 14&#44;302 participants with available serum vitamin D levels&#44; to explore the distribution of vitamin D deficiency in China and possible influencing factors&#46;</p></span><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0070">Method</span><span id="sec0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0075">Subject</span><p id="par0020" class="elsevierStylePara elsevierViewall">To explore the Chinese serum vitamin D level&#44; we designed a cross-sectional study of different populations in different regions of China&#46; The study was conducted simultaneously from January 2014 to December 2017&#46; Screening healthy adults between the ages of 18 and 65 and eliminating rickets&#44; musculoskeletal diseases&#44; cancer&#44; and more&#44; six designated medical institutions detected a total of 25&#44;836 eligible participants coming mainly from six key cities or provinces&#44; including Beijing in North China&#44; Nanjing and Shanghai in East China&#44; Chengdu in West China&#44; Changsha in Central China&#44; Guangzhou in South China&#46; After excluding those individuals who did not have adequate blood samples or who lack complete personal information &#40;<span class="elsevierStyleItalic">n</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>11&#44;534&#41;&#44; 14&#44;302 individuals &#40;3002 man and 11&#44;299 woman&#41; were eligible for the present analysis&#46;</p></span><span id="sec0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0080">Data collection</span><p id="par0025" class="elsevierStylePara elsevierViewall">All subjects were medically examined and interviewed using the standardized questionnaire to collect information on name&#44; age&#44; gender&#44; region &#40;or permanent residence&#41;&#44; visit date &#40;month&#47;day&#47;year&#41;&#44; and serum levels of 25&#40;OH&#41;D and 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span>&#46; And 4&#8211;5<span class="elsevierStyleHsp" style=""></span>mL venous blood was drawn from each subject by venipuncture into a vacutainer Li-heparin plasma tube and serum was harvested following a 10-min centrifugal with 3500<span class="elsevierStyleHsp" style=""></span>rpm speed&#46; Each serum was saved on cryogenic tubes and stored on &#8722;80<span class="elsevierStyleHsp" style=""></span>&#176;C until analysis&#46; Serum 25&#40;OH&#41;D and 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span> in serum samples were measured in ADICON Clinical Laboratory using an automated electrochemiluminescence-based assay&#46;</p></span><span id="sec0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0085">Statistical analysis</span><p id="par0030" class="elsevierStylePara elsevierViewall">Categorical variables are expressed as percentages&#44; whereas continuous variables as means and standard deviations&#46; The <span class="elsevierStyleItalic">&#967;</span><span class="elsevierStyleSup">2</span> test was used to explore the association between categorical variables&#44; using the two-sample <span class="elsevierStyleItalic">z</span> test for proportions for post hoc multiple comparisons&#46; The Kolmogorov&#8211;Smirnov test was used to determine normality of distribution of the examined continuous variables&#46; Normally distributed variables were used Student&#39;s <span class="elsevierStyleItalic">t</span> test&#44; otherwise we used Mann&#8211;Whitney <span class="elsevierStyleItalic">U</span> test for the comparison of mean values between groups&#46; Multivariate logistic regression analysis was also performed in order to assess the associations of age cohorts&#44; regions and seasonality with vitamin D severe shortage&#44; deficiency and insufficiency respectively&#46; OR and 95&#37; CI were also derived from these analyses after adjusting for several potential confounding factors&#46; All statistical analyses were performed with the SPSS statistical analysis software version 20&#46;0&#46; All <span class="elsevierStyleItalic">P</span> values reported were two-tailed and the level of statistical significance was set at <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;05&#46;</p></span></span><span id="sec0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0090">Result</span><span id="sec0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0095">Demographic and clinical characteristics of the study population</span><p id="par0035" class="elsevierStylePara elsevierViewall">As shown in <a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a>&#44; a total number of 14&#44;302 participants &#40;male 21&#37; and female 79&#37;&#41; at five major regions in China were analyzed&#46; The mean age of study participants was 37&#46;98 &#40;median 34&#41; years&#46; In this study&#44; the percentage of subjects with abnormal concentration of serum vitamin D<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>30<span class="elsevierStyleHsp" style=""></span>ng&#47;mL is high to 83&#37;&#46; In addition&#44; the percentage of people with serum vitamin D level<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>10<span class="elsevierStyleHsp" style=""></span>ng&#47;mL accounts for 8&#46;4&#37;&#44; and the percentage of people with 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>20<span class="elsevierStyleHsp" style=""></span>ng&#47;mL is high to 50&#46;3&#37;&#46;</p><elsevierMultimedia ident="tbl0005"></elsevierMultimedia></span><span id="sec0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0100">Effects of gender and age on serum vitamin D</span><p id="par0040" class="elsevierStylePara elsevierViewall">In this study&#44; we found that the mean level of 25&#40;OH&#41;D and 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span> in male subjects &#40;mean 23&#46;83<span class="elsevierStyleHsp" style=""></span>ng&#47;mL and 95&#37; CI 23&#46;41&#44; 24&#46;24<span class="elsevierStyleHsp" style=""></span>ng&#47;mL and mean 23&#46;27<span class="elsevierStyleHsp" style=""></span>ng&#47;mL and 95&#37; CI 22&#46;86&#44; 23&#46;68<span class="elsevierStyleHsp" style=""></span>ng&#47;mL respectively&#41; were significantly higher than that in female subjects &#40;mean 21&#46;74<span class="elsevierStyleHsp" style=""></span>ng&#47;mL and 95&#37; CI 21&#46;55&#44; 21&#46;93<span class="elsevierStyleHsp" style=""></span>ng&#47;mL and mean 20&#46;68 and 95&#37; CI 20&#46;50&#44; 20&#46;86<span class="elsevierStyleHsp" style=""></span>ng&#47;mL respectively&#41; &#40;both <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#46; In addition&#44; we find that female is more likely to have vitamin D deficiency and vitamin D severe shortage &#40;43&#46;2&#37; and 8&#46;5&#37; respectively&#41; than male &#40;36&#46;7&#37; and 5&#46;6&#37; respectively&#41; &#40;<a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>A&#8211;C&#41;&#46;</p><elsevierMultimedia ident="fig0005"></elsevierMultimedia><p id="par0045" class="elsevierStylePara elsevierViewall">Besides&#44; we also analyzed the effects of age distribution on vitamin D levels&#46; After dividing the participants into 10 groups as depicted in <a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>D&#44; there was no significant trend in serum concentrations of 25&#40;OH&#41;D and 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span> as the age increase&#46; But&#44; it also showed tow meaningful troughs in the curve&#46; From 18 to 35&#44; the mean serum level rise to a peak&#44; and then went down to a trough in around 45 years old&#46; Then&#44; mean serum level rise again until 60 years old&#46; These peaks and valleys might indicate a dynamic alteration of serum vitamin D level in Chinese population&#46; Beyond that&#44; we also analyzed the changes in the percentages of different categories of vitamin D deficiency in each age group&#46; Though the mean level of serum vitamin D slightly increased with age&#44; the proportion of vitamin D deficiency was also increased &#40;<a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>E&#41;&#46;</p></span><span id="sec0045" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0105">Effects of season factor on serum vitamin D</span><p id="par0050" class="elsevierStylePara elsevierViewall">The effect of seasonal factors on vitamin D levels was also shown in <a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>&#40;F&#8211;H&#41;&#46; The levels of serum 25&#40;OH&#41;D and 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span> in summer and autumn &#40;mean 22&#46;85<span class="elsevierStyleHsp" style=""></span>ng&#47;mL and 95&#37; CI 22&#46;64&#44; 23&#46;05<span class="elsevierStyleHsp" style=""></span>ng&#47;mL and mean 21&#46;91<span class="elsevierStyleHsp" style=""></span>ng&#47;mL and 95&#37; CI 21&#46;71&#44; 22&#46;11<span class="elsevierStyleHsp" style=""></span>ng&#47;mL respectively&#41; were both significantly higher than that in spring and winter &#40;mean 21&#46;03<span class="elsevierStyleHsp" style=""></span>ng&#47;mL and 95&#37; CI 20&#46;72&#44; 21&#46;33<span class="elsevierStyleHsp" style=""></span>ng&#47;mL and mean 20&#46;03<span class="elsevierStyleHsp" style=""></span>ng&#47;mL and 95&#37; CI 19&#46;74&#44; 20&#46;33<span class="elsevierStyleHsp" style=""></span>ng&#47;mL respectively&#41;&#46; And the percentage of subjects suffering vitamin D severe shortage and deficiency in spring and winter &#40;12&#46;84&#37; and 44&#46;15&#37; respectively&#41; were also higher than that in summer and autumn &#40;5&#46;78&#37; and 40&#46;55&#37; respectively&#41;&#46;</p></span><span id="sec0050" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0110">Effects of region factor on serum level of vitamin D</span><p id="par0055" class="elsevierStylePara elsevierViewall">According to the geographical location&#44; living habits and culture characteristics&#44; we defined 6 cities or provinces as five regions of China&#44; respectively represented south China&#44; West China&#44; east China&#44; central China and north China&#46; It showed that people in different regions have different levels of serum vitamin D&#46; According to the heat map of China we made&#44; it showed the values are respectively 24&#46;04<span class="elsevierStyleHsp" style=""></span>ng&#47;mL in the southern&#44; 20&#46;74<span class="elsevierStyleHsp" style=""></span>ng&#47;mL in the central&#44; 18&#46;81<span class="elsevierStyleHsp" style=""></span>ng&#47;mL in the southwest&#44; 22&#46;35<span class="elsevierStyleHsp" style=""></span>ng&#47;mL in the eastern&#44; and 16&#46;54<span class="elsevierStyleHsp" style=""></span>ng&#47;mL in the northern&#46; According to the sector diagram&#44; the percentage of vitamin D severe shortage in northern is much higher than elsewhere and accounts for 24&#37;&#44; as well&#44; almost half of the population is vitamin D deficiency which is 47&#46;4&#37;&#46; On the contrary&#44; the south has the highest ratio of normal people&#44; which shows 29&#46;4&#37;&#46; In addition&#44; the east is also slightly better than the west &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41; &#40;<a class="elsevierStyleCrossRef" href="#fig0010">Fig&#46; 2</a>&#41;&#46;</p><elsevierMultimedia ident="fig0010"></elsevierMultimedia></span><span id="sec0055" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0115">Multivariate logistic regression analysis the associations of vitamin D level and clinical data</span><p id="par0060" class="elsevierStylePara elsevierViewall">The OR and 95&#37; CI for vitamin D severe shortage&#44; deficiency and insufficiency stratified by sex&#44; age&#44; regions and seasonality &#40;after adjusting for several potential confounding factors&#44; including smoking&#44; drinking&#44; occupation and year&#41; are shown in <a class="elsevierStyleCrossRef" href="#tbl0010">Table 2</a>&#46; Based on this data&#44; female was found to be 1&#46;845 &#40;95&#37;CI&#58; 1&#46;485&#8211;2&#46;292&#41; &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#44; 1&#46;988 &#40;95&#37;CI&#58; 1&#46;735&#8211;2&#46;279&#41; &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#44; and 1&#46;294 &#40;95&#37;CI&#58; 1&#46;127&#8211;1&#46;486&#41; &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#44; times more likely to be vitamin D severe shortage&#44; deficiency and insufficiency compared with male&#46; In addition&#44; participants measured during spring and winter had the highest odds for vitamin D severe shortage &#40;OR&#58; 2&#46;485&#59; 95&#37;CI&#58; 2&#46;128&#44; 2&#46;902&#41; &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#44; deficiency &#40;OR&#58; 1&#46;501&#59; 95&#37;CI&#58; 1&#46;348&#8211;1&#46;670&#41; &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#44; and insufficiency &#40;OR&#58; 1&#46;029&#59; 95&#37;CI&#58; 0&#46;920&#8211;1&#46;151&#41; &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#46;616&#41;&#44; compared with them measured during summer and autumn&#46; Refer to the age section of China&#44; we simply divided the age into three layers and conducted a regression analysis&#46; We found that all <span class="elsevierStyleItalic">p</span>-values were greater than 0&#46;05 in the results of multivariate regression analysis in <a class="elsevierStyleCrossRef" href="#tbl0010">Table 2</a>&#44; although the <span class="elsevierStyleItalic">p</span>-value was less than 0&#46;001 when the age factor was analyzed with one-way ANOVA&#44; which indicated that age was not a significant independent risk factor for adults aged 18&#8211;65&#46; Lastly&#44; regional factor was also associated with the difference of the vitamin D level&#46; The difference in vitamin D severe shortage &#40;OR&#58; 16&#46;132&#44; 95&#37;CI&#58; 11&#46;16&#8211;23&#46;31&#41; &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#44; deficiency &#40;OR&#58; 5&#46;766&#44; 95&#37;CI&#58; 4&#46;201&#8211;7&#46;913&#41; &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41; and insufficiency &#40;OR&#58; 2&#46;295&#59; 95&#37;CI&#58; 1&#46;631&#8211;3&#46;229&#41; &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41; were found in North China as compared with South China&#46;</p><elsevierMultimedia ident="tbl0010"></elsevierMultimedia></span></span><span id="sec0060" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0120">Discussion</span><p id="par0065" class="elsevierStylePara elsevierViewall">In this study&#44; we tested serum vitamin D levels in 14&#44;302 volunteers from five nationally representative cities for the first time&#44; and analyzed the major risk factors associated with vitamin D deficiency&#46; We guarantee the authenticity of the data and the accuracy of the results and make the following discussion&#46;</p><p id="par0070" class="elsevierStylePara elsevierViewall">Vitamin D deficiency is now being considered one of the most important health concerns worldwide&#46;<a class="elsevierStyleCrossRef" href="#bib0230"><span class="elsevierStyleSup">14</span></a> It has been estimated that upwards of 30&#8211;50 percent of both children and adults in the United States&#44; Canada&#44; Mexico&#44; Europe&#44; Asia&#44; New Zealand&#44; and Australia are vitamin D deficient&#44; even in areas where there is plenty of sunshine such as Mideast Countries including Saudi Arabia&#44; Qatar&#44; United Arab Emirates&#44; and India&#46;<a class="elsevierStyleCrossRefs" href="#bib0235"><span class="elsevierStyleSup">15&#8211;18</span></a><span class="elsevierStyleItalic">H&#46; G&#246;ring&#39;s</span> report presented that Vitamin D deficiency was a common phenomenon in Europeans and Vitamin D deficiency might play the potential role in the extinction of the Vikings of Greenland&#46;<a class="elsevierStyleCrossRef" href="#bib0255"><span class="elsevierStyleSup">19</span></a> At the same time&#44; Nasser M&#39;s study found that vitamin D deficiency was common in the Middle East and in Saudi Arabia&#44; in particular&#46;<a class="elsevierStyleCrossRef" href="#bib0260"><span class="elsevierStyleSup">20</span></a> Vitamin D deficiency among Saudi pregnant women ranged from 90 to 100&#37;&#44; especially postmenopausal women&#44; and it was extremely common in the pediatric population of Saudi Arabia&#46;<a class="elsevierStyleCrossRef" href="#bib0265"><span class="elsevierStyleSup">21</span></a> A similar report from an Asian country showed that serum vitamin D levels in South Korea decreased year by year&#44; and the proportion of vitamin D deficiency increased year by year&#46;<a class="elsevierStyleCrossRef" href="#bib0270"><span class="elsevierStyleSup">22</span></a> In our study&#44; it was worth noting that over 70&#37; of the participants from five major Chinese cities had a serum 25&#40;OH&#41;D level of less than 30<span class="elsevierStyleHsp" style=""></span>nmol&#47;L&#44; and nearly half of the them were vitamin D deficiency&#44; which is similar to other researches in China&#46;<a class="elsevierStyleCrossRefs" href="#bib0275"><span class="elsevierStyleSup">23&#8211;25</span></a></p><p id="par0075" class="elsevierStylePara elsevierViewall">However&#44; what factors related to the prevalence of vitamin D deficiency is ambiguous&#46; According to other literature reports&#44; firstly&#44; sunshine and ultraviolet radiation &#40;UVB&#41; can seriously affect the serum level of vitamin D&#46; Lots of researches have been proved that cholecalciferol &#40;D3&#41; is synthesized in the skin upon exposure to UVB &#40;290&#8211;320<span class="elsevierStyleHsp" style=""></span>nm&#41;&#46; Gary G&#46; Schwartz&#39;s found that the level of sunlight exposure was associated with the risk of vitamin D related diseases&#46;<a class="elsevierStyleCrossRef" href="#bib0290"><span class="elsevierStyleSup">26</span></a> Deluca HF&#39;s study also proved that the trail of UVB radiation might stop the progression of multiple sclerosis&#46;<a class="elsevierStyleCrossRef" href="#bib0295"><span class="elsevierStyleSup">27</span></a> Similar results had been found in our study&#46; Preliminary analysis of statistical data showed that the level of 25&#40;OH&#41;D was higher in the summer and autumn than spring and winter because of the long days&#44; as the same as in the southern China than northern China because of the strong ultraviolet radiation&#46; Secondly&#44; we also observed the differences of serum vitamin D levels in gender which showed that mean serum 25&#40;OH&#41;D concentrations were significantly higher in male compared with female and furthermore the prevalence rates of both vitamin D deficiency and insufficiency were significantly higher in female compared with male&#46; The same conclusion appears in the study of Greek scholars<a class="elsevierStyleCrossRef" href="#bib0300"><span class="elsevierStyleSup">28</span></a> and in the report from part of China&#46;<a class="elsevierStyleCrossRef" href="#bib0285"><span class="elsevierStyleSup">25</span></a> Thirdly&#44; our research has found that age cannot be an independent risk factors for vitamin D deficiency in adults&#46; Age is a significant risk factor in single-factor variance analysis&#44; however&#44; <span class="elsevierStyleItalic">P</span> value is greater than 0&#46;05 in multi-factor regression analysis&#46; Other studies showed that the mean serum 25&#40;OH&#41;D concentrations are in inverse proportion to age and the prevalence of vitamin D deficiency was in directly proportional to age&#44;<a class="elsevierStyleCrossRef" href="#bib0305"><span class="elsevierStyleSup">29</span></a> but in contrast with a study conducted by Engelman et al&#46;<a class="elsevierStyleCrossRef" href="#bib0310"><span class="elsevierStyleSup">30</span></a> Last but not least&#44; there is clear evidence that consuming vitamin D-fortified food and&#47;or vitamin D supplementation has a positive impact on serum 25&#40;OH&#41;D&#46; Guidelines in many countries recommend that different groups of people should intake vitamin D with food or supplements&#46;<a class="elsevierStyleCrossRef" href="#bib0315"><span class="elsevierStyleSup">31</span></a> This study did not collect the participants&#8217; dietary habits because of the difficulty in operation&#46; Thus&#44; we did not discuss the effect of diet on serum vitamin D in different regions of China&#46;</p><p id="par0080" class="elsevierStylePara elsevierViewall">Although this study enrolled 14&#44;302 participants&#44; there were still several shortcomings on the analysis of the situation of vitamin D in the study&#46; Firstly&#44; we choose six districts&#44; located in the central&#44; east&#44; southwest&#44; south&#44; north part of China respectively&#44; however&#44; these cities can only represent a part of China&#46; Some cities such as Tibet located in high altitude with unique folk customs were not discussed in our study&#46; Secondly&#44; considering the tendency of volunteers&#44; our study cannot completely satisfy the random sampling principle&#44; which may lead to the sampling bias of our data&#46; Actually&#44; a lower proportion of women may reduce the gender difference in vitamin D&#46; Thirdly&#44; given the varied dietary habits of people in different parts of China&#44; sunlight and UVR may be partly responsible for the differences of serum vitamin D concentration&#46; Moreover&#44; in the age factor analysis&#44; this study cannot consider the effects of pre-existing diseases in subjects&#44; in actually&#44; other studies have already report that disease and vitamin D can interact&#46;<a class="elsevierStyleCrossRefs" href="#bib0210"><span class="elsevierStyleSup">10&#44;32</span></a></p><p id="par0085" class="elsevierStylePara elsevierViewall">In summary&#44; the prevalence of vitamin D deficiency reported in the present study is considerably high&#46; More seriously&#44; the group of severe shortage of vitamin D is also relatively huge&#46; Our study indicates that the concentration of serum vitamin D and D3 might be closely relationship with sex&#44; season&#44; and region in Chinese person&#46; However&#44; the age may play an interesting rule in this study&#44; which may need more research in the future&#46; Thus&#44; we advise that government can carry out population census of vitamin D to early prevent vitamin D deficiency&#44; and that women and the northern people can regular supply vitamin D&#44; especially in spring and winter&#46;</p></span><span id="sec0065" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0125">Conflict of interest</span><p id="par0090" class="elsevierStylePara elsevierViewall">The authors declare that they have no conflict of interest&#46;</p></span><span id="sec0070" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0130">Funding</span><p id="par0095" class="elsevierStylePara elsevierViewall">None&#46;</p></span></span>"
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              "titulo" => "Demographic and clinical characteristics of the study population"
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              "titulo" => "Effects of gender and age on serum vitamin D"
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              "titulo" => "Effects of season factor on serum vitamin D"
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              "titulo" => "Effects of region factor on serum level of vitamin D"
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              "titulo" => "Multivariate logistic regression analysis the associations of vitamin D level and clinical data"
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            0 => "Vitamin D"
            1 => "Distribution"
            2 => "Deficiency"
            3 => "Influencing factor"
            4 => "Adult population"
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            0 => "Vitamina D"
            1 => "Distribuci&#243;n"
            2 => "Deficiencia"
            3 => "Factor de influencia"
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        "titulo" => "Abstract"
        "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0010">Background</span><p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">There is growing evidence that vitamin D is related to the development of a variety of diseases&#46; The current study was performed to investigate the status of serum vitamin D distribution among adult Chinese people and reveal the influence of gender&#44; age&#44; seasonality and residential regions on serum vitamin D levels&#46;</p></span> <span id="abst0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0015">Method</span><p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">This cross-sectional study included 14&#44;302 participants aged from 18 years old to 65 years old from six major cities in China&#46; The basic demographic information and the levels of serum vitamin D &#40;25&#40;OH&#41;D&#41; and vitamin D<span class="elsevierStyleInf">3</span> &#40;25&#40;OH&#41;D<span class="elsevierStyleInf">3</span>&#41; were collected from Jan 2&#44; 2014 to Dec 25&#44; 2017&#46;</p></span> <span id="abst0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0020">Result</span><p id="spar0015" class="elsevierStyleSimplePara elsevierViewall">The prevalence of 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span> concentration &#60;30<span class="elsevierStyleHsp" style=""></span>ng&#47;mL reached up to 83&#37;&#44; in which the rate of vitamin D insufficiency &#40;20&#8211;29<span class="elsevierStyleHsp" style=""></span>ng&#47;mL&#41; was 32&#46;7&#37;&#44; and vitamin D deficiency &#40;10&#8211;19<span class="elsevierStyleHsp" style=""></span>ng&#47;mL&#41; accounted for 41&#46;9&#37;&#44; and vitamin D severe shortage &#40;&#60;10<span class="elsevierStyleHsp" style=""></span>ng&#47;mL&#41; accounted for 8&#46;4&#37;&#46; Women were more likely to have vitamin D<span class="elsevierStyleInf">3</span> deficiency and lower serum vitamin D<span class="elsevierStyleInf">3</span> concentration than men &#40;both <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#46; The mean concentration of serum 25&#40;OH&#41;D and 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span> in summer and autumn were higher than that in spring and winter &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#44; and the mean concentration of serum 25&#40;OH&#41;D in people from Southern China was higher than that in people from other regions &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#46; Although the mean concentrations of serum 25&#40;OH&#41;D and 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span> were both increased by age&#44; the percentage of patients with serum 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span> insufficiency was also increased&#46;</p></span> <span id="abst0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0025">Conclusion</span><p id="spar0020" class="elsevierStyleSimplePara elsevierViewall">Serum vitamin D deficiency is very common in adults in China&#46; The level of serum vitamin D may be associated with age&#44; sex&#44; seasonality and residential regions&#46;</p></span>"
        "secciones" => array:4 [
          0 => array:2 [
            "identificador" => "abst0005"
            "titulo" => "Background"
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          1 => array:2 [
            "identificador" => "abst0010"
            "titulo" => "Method"
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          2 => array:2 [
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        "resumen" => "<span id="abst0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0035">Fondo</span><p id="spar0025" class="elsevierStyleSimplePara elsevierViewall">Una gran cantidad de investigaciones muestran que la vitamina D est&#225; relacionada con el desarrollo de una variedad de enfermedades&#46; El presente estudio apunta a investigar el estado de la distribuci&#243;n de la vitamina D s&#233;rica entre los adultos chinos&#44; y revelar la influencia del g&#233;nero&#44; la edad&#44; la estacionalidad y las regiones residenciales sobre los niveles s&#233;ricos de vitamina D&#46;</p></span> <span id="abst0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0040">Metodolog&#237;a</span><p id="spar0030" class="elsevierStyleSimplePara elsevierViewall">El presente estudio transversal incluy&#243; a 14&#46;302 participantes con edades comprendidas entre de 18 y 65 a&#241;os&#44; provenientes de las 6 principales ciudades de China&#46; Se recogi&#243; la informaci&#243;n demogr&#225;fica b&#225;sica y se analiz&#243; la concentraci&#243;n s&#233;rica de vitamina D 25&#40;OH&#41;D y vitamina D<span class="elsevierStyleInf">3</span> 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span> del 2 de enero de 2014 al 25 de diciembre de 2017&#46;</p></span> <span id="abst0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0045">Resultado</span><p id="spar0035" class="elsevierStyleSimplePara elsevierViewall">La prevalencia de concentraci&#243;n de 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span>Y<span class="elsevierStyleInf">3</span> y menor concentraci&#243;n s&#233;rica de vitamina D<span class="elsevierStyleInf">3</span> que los varones &#40;pY<span class="elsevierStyleInf">3</span> en verano y oto&#241;o era mayor que en primavera e invierno &#40;pY<span class="elsevierStyleInf">3</span> aumentaron levemente con la edad&#44; el porcentaje de pacientes con insuficiencia s&#233;rica de vitamina D 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span> tambi&#233;n experiment&#243; un incremento&#46;</p></span> <span id="abst0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0050">Conclusi&#243;n</span><p id="spar0040" class="elsevierStyleSimplePara elsevierViewall">La deficiencia s&#233;rica de vitamina D es muy com&#250;n en adultos en China&#46; Es probable que el nivel s&#233;rico de vitamina D est&#233; asociado a la edad&#44; el sexo&#44; la estacionalidad y las regiones residenciales&#46;</p></span>"
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          "en" => "<p id="spar0045" class="elsevierStyleSimplePara elsevierViewall">Effects of influencing factors on serum vitamin D levels&#46; &#40;A&#41; Serum vitamin D between male and female subjects&#59; &#40;B&#41; Serum vitamin D<span class="elsevierStyleInf">3</span> between male and female subjects&#59; &#40;C&#41; between male and female subjects&#59; &#40;D&#41; The line graph describes the trend of the value of vitamin D and vitamin D<span class="elsevierStyleInf">3</span> in the 10 age groups&#59; &#40;E&#41; the four lines describe the trend of the percentage of different vitamin D<span class="elsevierStyleInf">3</span> levels in the 10 age groups&#59; &#40;F&#41; the level of vitamin D measured in summer and autumn compared to spring and winter&#59; &#40;G&#41; the level of vitamin D3 measured in summer and autumn compared to spring and winter&#59; &#40;H&#41; the percentages of vitamin D severe shortage&#44; deficiency&#44; insufficiency and normal in group of summer and autumn compared to spring and winter group&#46;</p>"
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          "en" => "<p id="spar0050" class="elsevierStyleSimplePara elsevierViewall">The mean serum vitamin D3 levels in five regions&#46; The epidemiological distribution was speculated and the Chinese heat map produced based on the serum vitamin D<span class="elsevierStyleInf">3</span> value of the population in five regions&#46;</p>"
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          "leyenda" => "<p id="spar0060" class="elsevierStyleSimplePara elsevierViewall"><span class="elsevierStyleItalic">Abbreviations</span>&#58; 25&#40;OH&#41;D<span class="elsevierStyleInf">3</span>&#44; 25-hydroxyvitamin D<span class="elsevierStyleInf">3</span>&#59; SD&#44; standard deviation&#59; 95&#37; CI&#44; 95&#37; confidence interval&#46;</p>"
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                  \t\t\t\t">37&#46;98 &#40;37&#46;76&#8211;38&#46;19&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">3002 &#40;21&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
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                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">11&#44;299 &#40;79&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="2" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleVsp" style="height:0.5px"></span></td></tr><tr title="table-row"><td class="td" title="\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>North China&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">626 &#40;4&#46;4&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>East China&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">3074 &#40;21&#46;5&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>West China&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">2559 &#40;17&#46;9&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>Central China&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">5146 &#40;36&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>South China&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">2897 &#40;20&#46;3&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="2" align="left" valign="\n
                  \t\t\t\t\ttop\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="2" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleItalic">Serum vitamin D &#40;n&#37;&#41;</span></td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>25&#40;OH&#41;D<span class="elsevierStyleInf">3</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>10<span class="elsevierStyleHsp" style=""></span>ng&#47;mL&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1197 &#40;8&#46;4&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>25&#40;OH&#41;D<span class="elsevierStyleInf">3</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>20<span class="elsevierStyleHsp" style=""></span>ng&#47;mL&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">7185 &#40;50&#46;3&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>25&#40;OH&#41;D<span class="elsevierStyleInf">3</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>30<span class="elsevierStyleHsp" style=""></span>ng&#47;mL&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">11&#44;874 &#40;83&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  """
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                  \t\t\t\t\ttable-head\n
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                  \t\t\t\t\ttable-head\n
                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t" scope="col" style="border-bottom: 2px solid black">95&#37;CI&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-head\n
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                  \t\t\t\t\ttable-head\n
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                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>Female&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#46;845&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#46;485&#8211;2&#46;292&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">&#60;0&#46;001&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#46;988&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#46;735&#8211;2&#46;279&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">&#60;0&#46;001&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#46;294&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#46;127&#8211;1&#46;486&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">&#60;0&#46;001&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="10" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleVsp" style="height:0.5px"></span></td></tr><tr title="table-row"><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="10" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleItalic">Age &#40;year&#41;</span></td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>18&#8211;44&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#46;00&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
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                  \t\t\t\t">1&#46;00&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">1&#46;00&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="" valign="\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>45&#8211;59&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t">1&#46;030&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">0&#46;829&#8211;1&#46;278&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">0&#46;792&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">0&#46;912&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">0&#46;791&#8211;1&#46;051&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
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                  \t\t\t\t">0&#46;205&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">1&#46;140&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">0&#46;985&#8211;1&#46;319&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">0&#46;079&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>60&#8211;65&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">1&#46;194&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">0&#46;902&#8211;1&#46;581&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">0&#46;216&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">0&#46;794&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">0&#46;656&#8211;0&#46;960&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">0&#46;017&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">1&#46;197&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">0&#46;989&#8211;1&#46;449&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">0&#46;065&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="10" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleVsp" style="height:0.5px"></span></td></tr><tr title="table-row"><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="10" align="left" valign="\n
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                  \t\t\t\t"><span class="elsevierStyleItalic">Season</span></td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>Summer and autumn&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">1&#46;00&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="" valign="\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">1&#46;00&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="" valign="\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">1&#46;00&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>Spring and winter&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">2&#46;485&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">2&#46;128&#8211;2&#46;902&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">&#60;0&#46;001&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">1&#46;501&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">1&#46;348&#8211;1&#46;670&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">&#60;0&#46;001&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">1&#46;029&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">0&#46;920&#8211;1&#46;151&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">0&#46;616&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="10" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleVsp" style="height:0.5px"></span></td></tr><tr title="table-row"><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="10" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleItalic">Region of China</span></td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>South &#40;Guangzhou&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#46;00&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="" valign="\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="" valign="\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">1&#46;00&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="" valign="\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="" valign="\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#46;00&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="" valign="\n
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                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>East &#40;Nanjing and Shanghai&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">2&#46;633&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">2&#46;030&#8211;3&#46;413&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">&#60;0&#46;001&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">3&#46;030&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">2&#46;589&#8211;3&#46;546&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">&#60;0&#46;001&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#46;502&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#46;275&#8211;1&#46;769&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">&#60;0&#46;001&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>North &#40;Beijing&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
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ISSN: 23870206
Original language: English
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