目的 探讨广州市公职人员中眼睑黄色瘤（XP）患病情况与生化检验指标异常的相关性。方法 从2018年来广州市干部和人才健康管理中心体检的公职人员中选取1 090例，其中筛选患XP人员545例，作为病例组，依性别、年龄分层随机抽取的未患XP的人员作为对照组，测定空腹血糖、血脂、甲状腺功能等生化指标，采用回顾性病例对照研究的方式，比较两组相关指标水平。P＜0.05为差异有统计学意义。结果 XP的患病率为0.94%（男性为0.89%，女性为1.01%）。男性和女性的XP患病率比较差异无统计学意义（χ²=2.142，P=0.143）。两组间体质量、舒张压、血脂等多项指标上的差异具有统计学意义（P＜0.05）。高体质量（OR=1.021，95%CI：1.004~1.038，P=0.017）、高舒张压（OR=1.019，95%CI：1.004~1.035，P=0.011）、低高密度脂蛋白（OR=6.127，95%CI：2.568~14.619，P＜0.001）、高低密度脂蛋白（OR=2.084，95%CI：1.456~2.981，P＜0.001）是患病的危险因素。结论 广州市公职人员中XP的患病率男性和女性接近；高体质量、高舒张压、高密度脂蛋白水平降低、低密度脂蛋白水平升高是患XP的危险因素。

   Objective To investigate the correlation between xanthelasma palpebrarum（XP）and abnormal biochemical indices in healthy individuals in Guangzhou，China．Methods A retrospective case-control study was conducted，selecting 1 090 individuals from a total of 58 053 who underwent health examinations at the Guangzhou Cadre and Talent Health Management Centre in 2018．The case group consisted of 545 individuals diagnosed with XP，while the control group included age- and sex-matched individuals without XP，randomly selected from the same database．Biochemical indices analyzed included fasting blood glucose，blood lipids，liver and kidney function，thyroid indicators，body weight，and blood pressure．Statistical significance was set at P＜0.05．Results The prevalence of XP was 0.94%（0.89% in men and 1.01% in women）．No significant difference was observed in the prevalence of XP between men and women（χ²=2.142，P=0.143）．Similarly，no significant differences were observed in thyroid-stimulating hormone（P=0.937），free triiodothyronine（P=0.216），free thyroxin（P=0.206），or fasting blood glucose levels（P=0.668）between the case and control groups．However，significant differences were noted in body weight，diastolic blood pressure，blood lipid levels，and liver and renal biochemical indicators between the two groups（P＜0.05）．Specifically，higher body weight（OR=1.021，95%CI：1.004–1.038，P=0.017），higher diastolic blood pressure（OR=1.019，95%CI：1.004–1.035，P=0.011），lower high-density lipoprotein（OR=6.127，95%CI：2.568–14.619，P＜0.001），and higher low-density lipoprotein（OR=2.084，95%CI：1.456–2.981，P＜0.001）were identified as risk factors for XP．Conclusions The prevalence of XP did not differ between males and females．However，high body weight，high diastolic blood pressure，low high-density lipoprotein，and high low-density lipoprotein are risk factors for XP．

目的 研究高尿酸（UA）和肥胖的交互作用对非酒精性脂肪肝病（NAFLD）患病率的影响。方法 采用病例对照的研究法,选取2021年1月至2021年12月兰州市某医院健康体检中心进行常规健康体检的504人为研究对象,按照诊断标准分为NAFLD组187人和非NAFLD 组317人。采用Logistic 回归模型、相乘、相加交互模型探讨非酒精性脂肪肝病患病风险的影响因素及因素间的交互作用。结果 多因素条件Logistic回归分析可知,肥胖（OR=4.87,95%CI：3.01~7.89）,糖尿病患者（OR=3.40,95%CI：1.51~7.68）,幽门螺杆菌（Hp）携带者（OR=1.62,95%CI：1.03~2.57）,高尿酸血症的NAFLD患病风险增加,分别是正常者、非糖尿病患者、非Hp携带者,非高尿酸血症的4.87倍,3.40倍,1.62倍,2.28倍,在调整混杂因素后交互作用结果显示,高尿酸血症和肥胖对NAFLD患病率有相乘交互作用（OR=0.30,95%CI：0.10~0.88,P=0.029）、但无相加交互作用（相对超额危险度比=3.15、归因比=0.24、协同指数=1.34）。结论 BMI、糖尿病、Hp是NAFLD患病的独立危险因素,其中高尿酸血症和超重与肥胖对NAFLD患病有相乘交互作用,无相加交互作用。

Objective To explore the influence of the interaction of high uric acid（UA）and obesity on the prevalence of non-alcoholic fatty liver disease（NAFLD）．Methods Using a case-control study method,504 people who underwent routine health checkups at the health checkup centre of a hospital in Lanzhou City from January 2021 to December 2021 were enrolled in the study,and 187 people were included in the NAFLD group and 317 people in the non-NAFLD group according to the diagnostic criteria．Logistic regression models,multiplicative and additive interaction models were used to investigate the factors affecting the risk factors of NAFLD and the interaction between the factors．Results Multifactorial conditional logistic regression analysis showed that the risk of NAFLD was increased in obese（OR=4.87,95% CI：3.01-7.89）,diabetic patients（OR=3.40,95% CI：1.51-7.68）,Helicobacter pylori（Hp）carriers（OR=1.62,95% CI：1.03-2.57）;the increased risk of NAFLD prevalence in hyperuricaemia patients was 4.87,3.40,1.62,and 2.28 times higher than that of normal,non-diabetic,non-Hp carriers,and non-hyperuricemic individuals,respectively．And the adjusted interaction showed a multiplicative interaction of hyperuricaemia and obesity on the prevalence of NAFLD after controlling for the confounders（OR=0.30,95% CI：0.10-0.88,P=0.029）,but no additive interaction （relative excess risk due to interaction=3.15,attributable proportion due to interaction=0.24,and synergy index=1.34） interactions．Conclusions BMI,diabetes mellitus,and Hp were independent risk factors for the prevalence of NAFLD,with hyperuricaemia and overweight and obesity having multiplicative interaction and no additive interaction．

目的 基于随机森林方法构建甲状腺功能减退（简称甲减）患病风险预测模型。方法 从MIMIC-IV数据库纳入5 735名甲减患者为病例组,4 803名非甲减患者为对照组,基于随机森林模型进行建模。同时利用逻辑回归、贝叶斯正则化神经网络、XGBoost作为比较模型。最后用准确率、F1分数、精确率、召回率、特异性以及AUC值评价四个机器学习模型性能。结果 随机森林模型准确率为0.85,F1分数为0.84,精确率为0.84,召回率为0.84,特异性为0.86,AUC值为0.91。在该模型中,促甲状腺激素、年龄、绝对淋巴细胞计数、血液中红细胞数、中性白细胞、性别、碱性磷酸酶、丙氨酸氨基转移酶、嗜酸性粒细胞绝对计数、尿素氮为甲减患者诊断重要性排前10的指标。结论 采用随机森林方法构建的甲减患病预测模型为甲减的早期诊断有潜在应用价值。

Objective To construct a risk prediction model for hypothyroidism based on the random forest model．Methods A total of 5 735 hypothyroidism patients were included from the MIMIC-IV database as the case group, and 4 803 non-hypothyroidism patients were included as the control group．Random forest models were constructed for both groups, and logistic regression, Bayesian regularized neural network, and XGBoost were used as comparative models．The performance of the four machine learning models was evaluated using accuracy, F1 score, precision, recall, specificity, and AUC value．Results The random forest model had an accuracy of 0.85, an F1 score of 0.84, a precision of 0.84, a recall of 0.84, a specificity of 0.86, and an AUC value of 0.91．In this model, thyroid-stimulating hormone, age, absolute lymphocyte count, red blood cell count in blood, neutrophil, gender, alkaline phosphatase, aspartate aminotransferase, absolute eosinophil count, and blood urea nitrogen were the top 10 indicators for diagnosing hypothyroidism patients．Conclusions The hypothyroidism disease prediction model constructed using the random forest method has potential application value for the early diagnosis of hypothyroidism．

目的 本项目主要探究关于妊娠期妇女肛肠疾病的患病现状和危险因素分析,为减少妇女在妊娠阶段肛肠疾病的发病几率,有效预防疾病发生提供参考建议。方法 本研究主要采用现况研究,以2020年5月1日—2021年5月在本院就诊的妊娠妇女患者633例作为研究对象。采用现况调查,对研究对象进行临床检查和问卷调查。临床检查为肛肠科检查,包括肛门视诊、肛门直肠指诊检查、肛门镜检查等。问卷调查主要包括五个部分,第一部分为基础资料,包括年龄,居住地(农村/城市),学历、怀孕次数,怀孕时间,流产次数;第二部分为饮食习惯;第三部分为生活习惯和方式;第四部分为肛肠疾病患病信息;第五部分为孕产妇心理焦虑调查量表。使用SPSS、SAS统计学软件对患者数据进行分析,使用t检验和单因素方差分析检测数据之间的差异性,使用多元Logistic回归对危险因素进行分析。结果 通过对妊娠妇女进行肛肠检查,根据临床肛肠疾病诊断标准得知,633名妊娠妇女中,共有437名,患病率为69.03%;根据疾病种类进行分类得知,单纯性疾病:便秘患者156例、痔疮患者105例、肛裂患者35例、肛周脓肿患者29例、直肠脱垂24例、直肠息肉15例、直肠阴道瘘10例;合并疾病:肛裂合并痔疮43例;肛肠类癌症疾病:无;根据数据分析结果得知:633名妊娠妇女中,共有437名,患病率为69.03%;根据差异性分析,肛肠疾病患病率在不同年龄、居住地、生产次数、流产次数、饮食习惯、运动量、饮酒史、焦虑状况等因素之间有统计学差异(P<0.05),在不同学历、吸烟史、睡眠时间之间无统计学差异(P>0.05);经过采用多元Logistic回归分析,结果显示,年龄、生产次数、流产次数、食物喜好、使用水果蔬菜的频率、每日运动量、饮酒史、焦虑状况等是造成妊娠期妇女肛肠疾病发病的独立危险因素。结论 造成妊娠期妇女肛肠疾病的发病的主要影响因素为年龄、居住地、怀孕次数、孕期、流产次数、饮食习惯、运动量、焦虑状况,应该针对以上因素进行防范,有效减少发病率。

目的 分析76例工业区来源的结核性胸膜炎患者的患病相关因素及临床特征。方法 回顾性收集2018年1月—2020年12月于深圳市中西医结合医院住院的76例工业区来源的结核性胸膜炎患者(观察组)的病历资料和57例同期同区域来源的健康体检者(对照组)的病历资料。运用统计学分析工业区结核性胸膜炎的患病相关因素及临床特征。结果 2组的比较当中,年龄、白蛋白水平、身高、体质量、体质量指数之间的差异具有统计学意义(P<0.05);而多因素Logistic回归分析结果显示,年龄及白蛋白水平则是工业区结核性胸膜炎的独立保护因素(P<0.001,OR=0.728,95% CI:0.634～0.836以及P<0.001,OR=0.908,95% CI:0.874～0.944);工业区结核性胸膜炎的临床症状为咳嗽(71.05%)、发热(48.68%)、胸痛(47.37%),发病季节以春秋季节(27.63%和32.90%)为主。结论 工业区结核性胸膜炎的独立影响因素是年龄及白蛋白水平,临床症状主要为咳嗽、发热、胸痛,好发于春秋季节。

Objective To analyze the relative factors and clinical characteristics of 76 patients with tuberculous pleurisy from industrial area. Methods The medical records of 76 patients with tuberculous pleurisy from industrial areas (observation group) and 57 healthy subjects from the same period and region (control group) who were hospitalized in Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine from January 2018 to December 2020 were retrospectively collected. The correlative factors and clinical characteristics of tuberculous pleurisy in industrial area were analyzed by statistics. Results There were statistically significant differences in age, albumin level, height, weight and body mass index between the two groups (P<0.05). Multivariate logistic regression analysis showed that age and albumin level were independent protective factors for tuberculous pleurisy in industrial areas (P<0.001, OR=0.728, 95% CI: 0.634~0.836 and P<0.001, OR=0.908, 95% CI: 0.874~0.944). The clinical symptoms of tuberculous pleuritis in industrial areas were cough (71.05%), fever (48.68%) and chest pain (47.37%), and the onset season was mainly in spring and autumn (27.63% and 32.90%). Conclusions The independent influencing factors of tuberculous pleuritis in industrial area are age and albumin level. The main clinical symptoms are cough, fever and chest pain, which usually occur in spring and autumn.

目的 通过对不同职业人群前列腺疾病患病情况及相关危险因素进行分析,探讨不同职业人群前列腺疾病的患病率及相关危险因素。方法 选择2019年1月—2019年12月在我院健康管理中心进行前列腺超声检查的不同职业人群3 219例,按其职业分为5类:医务人员、国企职工、私企职工、高校教职工和银行职工,分析不同职业人群前列腺疾病患病情况及其相关影响因素。结果 3 219例受检者中,前列腺疾病的患病率为43.96%,前列腺疾病患病率随着年龄的增长而升高(P＜0.001);20～29岁及30～39岁年龄组前列腺钙化患病率均高于其他三种类型前列腺疾病(P＜0.001),而60岁以上年龄组前列腺增生和合并两种及以上前列腺疾病患病率均高于其他两种类型前列腺疾病(P＜0.001);前列腺增生和合并两种及以上前列腺疾病的患病率均随着年龄的增长而递增(P＜0.001);不同职业人群前列腺疾病的患病率不同(P＜0.001),银行职工的前列腺疾病患病率最高,为52.36%;体质量指数升高组、血压升高组和血脂升高组的前列腺钙化患病率均高于其对应的正常组(P＜0.05);体质量指数升高组、血糖升高组、血压升高组和血脂升高组的前列腺增生患病率均高于其对应的正常组(P＜0.001)。结论 不同的职业群体前列腺疾病的患病情况不一样,体质量指数升高、血压升高、血脂升高及血糖升高等相关因素增加患前列腺疾病的风险,应加强前列腺疾病预防保健方面的健康宣传,提倡健康的生活方式,从而降低前列腺疾病的患病率。

Objective To study on epidemic situation of prostate disease and related risk factors in different occupational groups by analyzing the prevalence and related risk factors of prostate disease in different occupational groups. Methods 3 219 cases of five different occupations including medical staffs, state-owned enterprise staffs, private enterprise staffs,college staffs and bank staffs who had underwent prostate ultrasonography in the health management centre department of the Fifth Affiliated Hospital of Guangzhou Medical University from January 2019 to December 2019 were included as study objects to analyze the prevalence of prostate disease and its related factors in different occupational groups. Results The prevalence of prostate disease was 43.96% in 3 219 cases of different occupational groups, and the prevalence of prostate disease increased greatly with age(P＜0.001). The detection rates of prostate calcification in the age group of 20-29 and 30-39 were greatly higher than the other three types of prostate diseases(P＜0.001). The detection rate of BPH and with two or more prostate diseases in the age group over 60 years old was greatly higher than the other two types of prostate diseases(P＜0.001);The detection rates of BPH and with two or more prostate diseases were significantly increased with age (P＜0.001). There was an obvious difference inthe prevalence of prostate diseasesamong different occupational groups(P＜0.001). The prevalence of prostate disease in bank staffs was 52.36%, which was the highest among the five occupations. The prevalence of prostate calcification in the group with high body mass index, high blood pressure and high blood lipid were greatly higher than that of their normal group(P＜0.05). The prevalence of BPH in the group with high body mass index, high blood glucose, high blood pressure and high blood lipid were higher than that of their greatly normal group(P＜0.001). Conclusions The prevalence of prostate diseases is different among different occupational groups. Relative factors such as high body mass index, high blood glucose, high blood pressure and high blood lipid will increase the risk of prostate disease. By strengthening the health promotion of prostate disease prevention and health care, promoting a healthy lifestyle, it may reduce the prevalence of prostate disease.

目的 分析惠州地区高尿酸血症患病率,探讨血清雌二醇水平与高尿酸症之间的相关性。方法 选择惠州市第一人民医院500名体检人员为研究对象,检测血清中尿酸浓度,女性同时检测雌二醇。结果 惠州地区高尿酸血症总患病率为23.2%(116/500),男性及女性分别为27.91%(72/258)和18.18%(44/242)(χ²＝6.628,P=0.010),不同性别血清尿酸浓度差异显著(Z=-15.961,P<0.001)。各年龄段男性血清尿酸水平(χ²=6.432,P=0.169)及患病率(χ²＝3.989,P=0.408)均相近。50岁以上女性患病率与男性无差异(χ²=0.088,P=0.766),20～49岁女性血清尿酸水平(Z=-3.856,P<0.001)及患病率(χ²=9.532,P=0.002)均低于50岁以上女性。20～49岁女性雌二醇高于50岁以上女性(Z＝-6.171,P<0.001),尿酸与雌二醇具有负相关性,r=-0.464。结论 除50岁以上女性外,惠州地区健康人群高尿酸血症患病率与国内多数地区人群相近,女性50岁进入绝经期后高尿酸血症患病率的快速上升与体内雌激素下降呈负相关。

Objective To analyze the prevalence rate of hyperuricemia (HUA) in Huizhou and investigate the relationship between HUA and estradiol(E2). Methods 500 health people from Huizhou first hospital were enrolled. Uric acid and E2 in female was detected. Results The overall prevalence rate of HUA was 23.2%(116/500). The prevalence rate of male and female were 27.91% (72/258)and 18.18%(44/242), respectively(χ²＝6.628,P=0.010). There was no significantly difference between male and female in the level of uric acid(Z=-15.961,P<0.001) The levels ofuricacid in serum(χ²=6.432,P=0.169)and the prevalence rate (χ²＝1.1,P>0.05)were closed to each age bracket in male group. The prevalence rate of male over 50 years old was closed to female(χ²=0.0144,P>0.05).In 20 to 49 years old female group, prevalence rate was lower(χ²=6.084,P<0.025) and uric acid in serum(χ²=17.599,P<0.001)was lower than that of the group over 50 years old. The levels of E2 of female under 50 years old was higher than that above 50 years old(χ²＝41.292,P<0.001).There was negative correlation between uric acid and E2, and the correlation coefficient was -0.464. Conclusion The prevalence rate of HUA in Huizhou is close to most area in China except female over 50 years old. After menopause, the rapid rise of prevalence rate of HUA in female is associated with the descending of E2.

目的 探讨幽门螺杆菌(Helicobacter pylori,Hp)感染与儿童过敏性紫癜(Henoch-Schnlein purpura,HSP)的相关性及预后关系,为临床疾病诊治提供一定依据。方法 随机选取2016年12月—2018年2月于我院就诊并经确诊的HSP儿童患者90例为观察组,另选取同期于我院就诊行体检的健康儿童90例为对照组,比较两组患者Hp感染情况。根据Hp感染情况及治疗方式将观察组分为A、B、C三组,其中A组(29例)为Hp(-)组,行常规治疗;B组(31例)为Hp(+)组,行常规治疗;C组(30例)为Hp(+)组,行常规治疗联合抗Hp治疗,比较三组患者治疗疗效。结果 观察组患者Hp感染阳性率高于对照组,差异有统计学意义(P<0.05);合并腹部症状的HSP患者Hp感染阳性率高于不合并腹部症状的HSP患者,差异有统计学意义(P<0.05);B组患者治疗有效率低于A组,C组患者治疗有效率高于B组,差异有统计学意义(P<0.05)。结论 Hp感染可能是HSP发病的原因之一,其腹部症状与Hp密切相关,根除Hp治疗可改善HSP患者预后。

Objective To explore the correlation between helicobacter pylori infection and children allergic purpura disease and its prognosis, and provide some basis for clinical diagnosis and treatment. Methods A total of 90 children with allergic purpura who were treated in our hospital from December 2016 to Feb 2018 were randomly selected as observation group. 90 healthy children who were admitted to our hospital for physical examination during the same period were selected as the control group, and the Hp infection in the two groups was compared. According to Hp infection and treatment, the observation group was divided into three groups: A, B and C, among which group A (29 cases) was Hp (-) group, and routine treatment was performed.Group B (31 cases) were Hp (+) group, and routine treatment was performed. group C (30 cases) were Hp (+) group, and conventional treatment combined with anti-hp treatment were performed. We compared three groups of .curative effects. Results The positive rate of Hp infection in the observation group was higher than that in the control group, and the difference was statistically significant (P<0.05).The positive rate of Hp infection in HSP patients with abdominal symptoms was higher than that in HSP patients without abdominal symptoms, and the difference was statistically significant (P<0.05). The effective rate of treatment in group B was significantly lower than that in group A, and the effective rate of treatment in group C was higher than that in group B, and the difference was statistically significant (P<0.05). Conclusion Hp infection may be one of the causes of HSP, and its abdominal symptoms are closely related to Hp, and the eradication of Hp treatment would improve the prognosis of HSP patients.

目的 利用可视化软件CiteSpace分析近20年儿童注意缺陷多动障碍（ADHD）及其共患病的相关文献,得出该领域的研究现状和发展趋势,为儿童注意缺陷多动障碍及其共患病的研究和诊疗提供参考。方法 检索2004—2024年发表在中国知网、维普、万方数据库关于儿童注意缺陷多动障碍及其共患病的相关文献,运用CiteSpace软件对纳入文献进行可视化分析,对来源、机构、发文量、作者、关键词绘制科学知识图谱。结果 共纳入383个机构、500个作者、235种期刊、577篇有效文献。自2012年发文量总体上呈波动上升趋势;在发文来源中,《中国儿童保健杂志》以47篇居首;研究机构以北京大学精神卫生研究所为代表;王玉凤作者发文21篇为最多;ADHD患儿的主要共患病为抽动障碍、癫痫、对立违抗障碍、学习障碍;主要治疗药物为托莫西汀;主要影响患儿的执行功能。ADHD患儿共患病研究分为3个阶段,第一阶段为2004—2009年,研究对象主要为品行障碍、对立违抗障碍、学习障碍、焦虑障碍,主要研究内容为患儿的脑损伤与基因;第二阶段为2009—2017年,重视研究患儿的心理问题,如焦虑、抑郁,也重视患儿的生活及家庭环境;第三阶段为2017—2024年,重点研究托莫西汀、阿立哌唑等药物,并重视ADHD共患癫痫的研究。结论 目前对ADHD共患病的研究仍较为局限,主要集中研究共患抽动障碍、对立违抗障碍、癫痫,未来应重视研究其他共患病,进一步探索更好的诊治方法。

Objective To analyze the literature on attention deficit hyperactivity disorder（ADHD）and its comorbidities in children in the past 20 years by using the visualization software CiteSpace, and to obtain the research status and development trend of this field, so as to provide reference for the research, diagnosis and treatment of ADHD and its comorbidities in children. Methods The relevant literature on ADHD and its comorbidities in children published in CNKI, VIP and Wanfang data bases from 2004 to 2024 was searched, and the included literature was visually analyzed by CiteSpace 6. 2R6 software, and the scientific knowledge graph was drawn by the source, institution, number of publications, authors and keywords. Results A total of 383 institutions, 500 authors, 235 journals, and 577 valid articles were included. Since 2012, the number of published documents has fluctuated and increased. Among the sources of publication, the Chinese Journal of Child Health ranked first with 47 articles. The research institutions were represented by the Institute of Mental Health of Peking University. Wang Yufeng was the most prolific author with 21 articles. The main comorbidities of ADHD children were tic disorder, epilepsy, oppositional defiant disorder and learning disorder. The main treatment drug was tomoxetine. It mainly affects the executive function of the children. The study on comorbidity in children with ADHD was divided into three stages. The first stage was from 2004 to 2009. The research objects mainly included conduct disorder, oppositional defiant disorder, learning disorder and anxiety disorder, and the main research content was brain injury and genes in children. The second stage, from 2009 to 2017, focused on the psychological problems of children, such as anxiety and depression, and also paid attention to the life and family environment of children. The third stage was 2017-2024, focusing on tomoxetine, aripiprazole and other drugs, and paying attention to the study of ADHD co-induced epilepsy. Conclusions The current research on ADHD and its comorbidities is still limited, and its pathogenesis should be explored in the future, so as to quickly and accurately identify comorbidities and further study better treatments.