• 文章类型: Journal Article
    不断增长的网络攻击使维护医疗机构的医疗保健信息系统(HIS)安全变得更具挑战性,特别是对于提供患者门户以访问患者信息的医院,例如电子健康记录(EHR)。
    这项工作旨在评估台湾EEC(EMR交流中心)成员医院的患者门户安全风险,并分析患者门户安全之间的关联,医院位置,合同类别和医院类型。
    我们首先收集了EEC成员医院的基本信息,包括医院的位置,合同类别和医院类型。然后,由著名的漏洞扫描仪评估了各个医院的患者门户安全性,UPGUARD,评估网站是否容易受到高级别的攻击,如拒绝服务攻击或勒索软件攻击。根据他们的UPSCAN分数,医院被分为四个安全等级:绝对低风险,中低风险,中高风险和高风险。最后,安全等级之间的关联,合同类别和医院类型采用卡方检验进行分析。
    我们共调查了373家EEC成员医院。其中,20个医院患者门户被评为“绝对低风险”,104个医院患者门户为“中低风险”,99个医院患者门户为“中高风险”,150个医院患者门户为“高风险”。进一步调查显示,EEC成员医院的患者门户安全性与合同类别和医院类型显着相关(P<0.001)。
    分析结果表明,大型医院普遍具有较高的安全级别,这意味着低级和小规模医院的安全性可能需要加强或加强。我们建议医院应重视患者门户的安全风险评估,以保护患者信息隐私。
    UNASSIGNED: Growing cyberattacks have made it more challenging to maintain healthcare information system (HIS) security in medical institutes, especially for hospitals that provide patient portals to access patient information, such as electronic health record (EHR).
    UNASSIGNED: This work aims to evaluate the patient portal security risk of Taiwan\'s EEC (EMR Exchange Center) member hospitals and analyze the association between patient portal security, hospital location, contract category and hospital type.
    UNASSIGNED: We first collected the basic information of EEC member hospitals, including hospital location, contract category and hospital type. Then, the patient portal security of individual hospitals was evaluated by a well-known vulnerability scanner, UPGUARD, to assess website if vulnerable to high-level attacks such as denial of service attacks or ransomware attacks. Based on their UPSCAN scores, hospitals were classified into four security ratings: absolute low risk, low to medium risk, medium to high risk and high risk. Finally, the associations between security rating, contract category and hospital type were analyzed using chi-square tests.
    UNASSIGNED: We surveyed a total of 373 EEC member hospitals. Among them, 20 hospital patient portals were rated as \"absolute low risk\", 104 hospital patient portals as \"low to medium risk\", 99 hospital patient portals as \"medium to high risk\" and 150 hospital patient portals as \"high risk\". Further investigation revealed that the patient portal security of EEC member hospitals was significantly associated with the contract category and hospital type (P<0.001).
    UNASSIGNED: The analysis results showed that large-scale hospitals generally had higher security levels, implying that the security of low-tier and small-scale hospitals may warrant reinforcement or strengthening. We suggest that hospitals should pay attention to the security risk assessment of their patient portals to preserve patient information privacy.
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  • 文章类型: Journal Article
    体格检查数据用于表明个人健康状况和器官健康状况,了解哪些体检数据表明生理衰老对于健康管理和早期干预至关重要。缺少对体检数据和端粒长度的研讨。因此,本研究分析了不同年龄健康人的血液端粒长度与体检指标之间的关系,以探讨人体各种器官/系统与生理衰老的作用和关系。本研究为横断面研究。选择了16种不同组织和器官健康状况的体检指标,并分析了与实际年龄和端粒长度(TL)相关的趋势。该研究包括632名个体,共有11,766名16项体检指标的数据。年龄与11个指标呈线性相关。有趣的是,端粒长度仅与肾脏指标eGFR密切相关(P<.001),CYS-C(P<.001),和SCR(P<.001)。该研究确定肾脏老化或损伤是人体身体老化的危险因素。早期识别和管理对医疗保健至关重要。
    Physical examination data are used to indicate individual health status and organ health, and understanding which physical examination data are indicative of physiological aging is critical for health management and early intervention. There is a lack of research on physical examination data and telomere length. Therefore, the present study analyzed the association between blood telomere length and physical examination indices in healthy people of different ages to investigate the role and association of various organs/systems with physiological aging in the human body. The present study was a cross-sectional study. Sixteen physical examination indicators of different tissue and organ health status were selected and analyzed for trends in relation to actual age and telomere length (TL). The study included 632 individuals with a total of 11,766 data for 16 physical examination indicators. Age was linearly correlated with 11 indicators. Interestingly, telomere length was strongly correlated only with the renal indicators eGFR (P < .001), CYS-C (P < .001), and SCR (P < .001). The study established that renal aging or injury is a risk factor for Physical aging of the human body. Early identification and management are essential to healthcare.
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  • 文章类型: Journal Article
    背景:卫生保健专业人员的职业倦怠是一个重要的问题,对医疗保健服务质量和患者预后产生不利影响。电子健康记录(EHR)系统的使用已被确定为卫生保健专业人员职业倦怠的重要原因。
    目的:本系统综述和荟萃分析旨在评估与使用EHR系统相关的卫生保健专业人员的职业倦怠患病率。从而提供证据,以改善卫生信息系统和制定战略,以衡量和减轻倦怠。
    方法:我们对PubMed进行了全面搜索,Embase,和WebofScience数据库,用于2009年1月1日至2022年12月31日之间发表的英语同行评审文章。两名独立审稿人应用了纳入和排除标准,使用JoannaBriggs研究所检查表和纽卡斯尔-渥太华量表评估研究质量。使用R(4.1.3版;R统计计算基金会)进行荟萃分析,使用EndNoteX7(Clarivate)进行参考管理。
    结果:该综述包括32项横断面研究和5项病例对照研究,共有66,556名参与者,主要是医生和注册护士。在横断面研究中,卫生保健专业人员职业倦怠的合并患病率为40.4%(95%CI37.5%-43.2%)。病例对照研究表明,在工作以外花费更多时间从事与EHR相关的任务的医疗保健专业人员中,职业倦怠的可能性更高(比值比2.43,95%CI2.31-2.57)。
    结论:研究结果强调了卫生保健专业人员使用EHR系统的增加与职业倦怠之间的关联。潜在的解决方案包括优化EHR系统,实施自动听写或记笔记,雇用抄写员减轻文件负担,并利用人工智能来提高EHR系统效率并降低倦怠风险。
    背景:PROSPERO国际系统评价前瞻性注册CRD42021281173;https://www.crd.约克。AC.uk/prospro/display_record.php?ID=CRD42021281173。
    BACKGROUND: Burnout among health care professionals is a significant concern, with detrimental effects on health care service quality and patient outcomes. The use of the electronic health record (EHR) system has been identified as a significant contributor to burnout among health care professionals.
    OBJECTIVE: This systematic review and meta-analysis aims to assess the prevalence of burnout among health care professionals associated with the use of the EHR system, thereby providing evidence to improve health information systems and develop strategies to measure and mitigate burnout.
    METHODS: We conducted a comprehensive search of the PubMed, Embase, and Web of Science databases for English-language peer-reviewed articles published between January 1, 2009, and December 31, 2022. Two independent reviewers applied inclusion and exclusion criteria, and study quality was assessed using the Joanna Briggs Institute checklist and the Newcastle-Ottawa Scale. Meta-analyses were performed using R (version 4.1.3; R Foundation for Statistical Computing), with EndNote X7 (Clarivate) for reference management.
    RESULTS: The review included 32 cross-sectional studies and 5 case-control studies with a total of 66,556 participants, mainly physicians and registered nurses. The pooled prevalence of burnout among health care professionals in cross-sectional studies was 40.4% (95% CI 37.5%-43.2%). Case-control studies indicated a higher likelihood of burnout among health care professionals who spent more time on EHR-related tasks outside work (odds ratio 2.43, 95% CI 2.31-2.57).
    CONCLUSIONS: The findings highlight the association between the increased use of the EHR system and burnout among health care professionals. Potential solutions include optimizing EHR systems, implementing automated dictation or note-taking, employing scribes to reduce documentation burden, and leveraging artificial intelligence to enhance EHR system efficiency and reduce the risk of burnout.
    BACKGROUND: PROSPERO International Prospective Register of Systematic Reviews CRD42021281173; https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42021281173.
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  • 文章类型: Journal Article
    目的:本研究的目的是评估整个疗程的结核病(TB)护理质量,并评估影响完成治疗的因素。
    方法:这是一项观察性回顾性研究,对中国两个服务不足的省份进行了结核病治疗的整个过程进行图表抽象。
    方法:该研究于2021年6月至2021年7月进行。对2020年7月至2020年12月新登记的结核病患者的整个疗程(6-8个月)的所有医疗记录(门诊和住院)进行审查,并使用预定的清单进行提取。
    方法:共纳入268份门诊病历和126份住院病历。
    方法:主要结果包括诊断质量,治疗质量和管理质量。次要结果是完成治疗。
    结果:对于诊断质量,94.2%的诊断是基于充分的证据。对于治疗质量,240例(91.6%)门诊患者和100例(85.5%)住院患者接受了标准化疗方案。234例(87.3%)患者完成治疗。85.1%的住院患者使用二线药物的处方不合适。为了管理质量,128名(47.9%)患者接受了中期评估,但只有47人(19.7%)在整个课程中获得了足够的服务。有TB症状的患者完成治疗的可能性是其1.8倍(p=0.011)。
    结论:结核病患者接受了高质量的诊断和治疗服务,而是低质量的全程管理。应加强医疗与公共卫生服务的整合,以提高全程质量。
    OBJECTIVE: The aim of this study was to assess the quality of tuberculosis (TB) care for the whole course and assess factors that affect completing treatment.
    METHODS: This is an observational retrospective study using chart abstraction for the whole course of TB care conducted at two underserved provinces in China.
    METHODS: The study was conducted from June 2021 to July 2021. All medical records (outpatient and inpatient) for the whole course (6-8 months) of patients with TB newly registered from July 2020 to December 2020 were reviewed and abstracted using predetermined checklists.
    METHODS: A total of 268 outpatient medical records and 126 inpatient records were included.
    METHODS: The primary outcome included diagnostic quality, treatment quality and management quality. The secondary outcome was completing treatment.
    RESULTS: For diagnostic quality, 94.2% of the diagnosis were based on adequate evidence. For treatment quality, 240 (91.6%) outpatients and 100 (85.5%) inpatients took the standard chemotherapy regimens. 234 (87.3%) patients completed treatment. 85.1% of the inpatients prescribed with second-line drugs were inappropriate. For management quality, 128 (47.9%) patients received midterm assessments, but only 47 (19.7%) received sufficient services for the whole course. Patients with TB symptoms were 1.8 times more likely to complete treatment (p=0.011).
    CONCLUSIONS: Patients with TB received high-quality diagnosis and treatment services, but low-quality whole-course management. Integration of medical and public health services should be strengthened to improve whole-course quality.
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  • 文章类型: Journal Article
    背景:血液透析护士插管技术,监测,和管理方法会影响患者的血管通路寿命。动静脉通路评估包括病史和通过体格检查和监测的血管评估。然而,需要进一步探索全面了解血液透析护士的知识,态度,和实践(KAP)在这方面。
    方法:在2023年6月至7月之间,我们采用便利抽样的方法从广东省21个城市招募了血液透析护士。四份问卷-一般数据问卷,血液透析护士动静脉通路评估的KAP量表,乌得勒支工作敬业度量表,和NASA任务负荷指数-用于通过QuestionnaireStar平台收集数据。
    结果:在参与研究的530名血液透析护士中,458(86.4%)有有效的反应。参与者在动静脉通路评估方面表现出中等的知识和实践水平,并表现出积极的态度。我们确定了与动静脉通路评估相关的几个因素,这些因素可以预测血液透析护士的KAP。这些因素包括作为血液透析护士多年的经验,护士的体检知识是否足以满足临床需要,护士是否接受过体检培训,护士科室是否定期检查体检质量,和护士的工作投入和心理工作量水平。所有因素解释了参与者关于动静脉通路评估的32.4%的差异。
    结论:改善血液透析护士对动静脉通路的评估对于确保最佳的患者护理至关重要。透析中心管理人员和教育工作者应优先了解血液透析护士动静脉通路评估的KAP以及影响这些领域的任何因素。
    BACKGROUND: Hemodialysis nurses\' cannulation technique, monitoring, and management methods can affect patients\' vascular access longevity. An arteriovenous access assessment comprises a medical history and vascular assessment through physical examination and surveillance. However, further exploration is needed to fully understand hemodialysis nurses\' knowledge, attitudes, and practices (KAP) in this area.
    METHODS: Between June and July 2023, we recruited hemodialysis nurses from 21 cities in Guangdong Province using a convenience sampling method. Four questionnaires-the General Data Questionnaire, the KAP Scale of Arteriovenous Access Assessment among Hemodialysis Nurses, the Utrecht Work Engagement Scale, and the NASA Task Load Index-were utilized for data collection through the Questionnaire Star platform.
    RESULTS: Of the 530 hemodialysis nurses participating in the study, 458 (86.4%) had a valid response. The participants demonstrated moderate knowledge and practice levels regarding arteriovenous access assessment and exhibited positive attitudes. We identified several factors related to arteriovenous access assessment that predict KAP in hemodialysis nurses. These factors included years of experience as a hemodialysis nurse, whether a nurse\'s knowledge of physical examination was sufficient to meet clinical needs, whether a nurse had received training in performing physical examination, whether a nurse\'s department regularly checked the quality of physical examination, and nurses\' levels of work engagement and mental workload. All factors explained 32.4% of the variance in participants\' KAP regarding arteriovenous access assessment.
    CONCLUSIONS: Improving hemodialysis nurses\' assessment of arteriovenous access is crucial to ensure optimal patient care. Dialysis center managers and educators should prioritize understanding hemodialysis nurses\' KAP of arteriovenous access assessment and any factors influencing these areas.
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  • 文章类型: Journal Article
    来自少数民族和种族背景的个人经历了已经出现的有害和普遍的健康差异,在某种程度上,来自临床医生的偏见。
    我们使用自然语言处理方法来检查电子健康记录(EHR)注释中的语言标记是否因患者的种族和种族而异。为了验证这种方法论方法,我们还评估了临床医生认为语言标记指示偏倚的程度.
    在这项横断面研究中,我们提取了18岁或18岁以上的患者的EHR记录;有超过5年的糖尿病诊断代码;并在2006年至2014年期间接受了家庭医生的护理,一般内科医生,或者在城市里执业的内分泌学家,学术网络的诊所。患者的种族和种族被定义为白人非西班牙裔,黑人非西班牙裔,西班牙裔或拉丁裔.我们假设情感分析和社会认知引擎(SEANCE)组件(即,否定形容词,积极的形容词,喜悦的话,恐惧和厌恶的话,政治话语,尊重的话,信任动词,和幸福词),如果出现种族差异,平均字数将是偏见的指标。我们进行了线性混合效应分析,以检查感兴趣的结果(SEANCE组件和单词计数)与患者种族和种族之间的关系。控制患者年龄。为了验证这种方法,我们要求临床医生说明他们认为不同种族和族裔群体使用SEANCE语言领域的差异反映了EHR注释中的偏见的程度.
    我们检查了黑人非西班牙裔的EHR注释(n=12,905),白人非西班牙裔,和西班牙裔或拉丁裔患者(n=1562),有281名医生看过。共有27名临床医生参与了验证研究。就偏见而言,参与者将负面形容词评为8.63(SD2.06),恐惧和厌恶词为8.11(SD2.15),和积极的形容词为7.93(SD2.46)在1到10的范围内,其中10非常表明偏见。与白人非西班牙裔患者相比,黑人非西班牙裔患者的注释包含明显更多的阴性形容词(系数0.07,SE0.02)和明显更多的恐惧和厌恶词(系数0.007,SE0.002)。西班牙裔或拉丁裔患者的注释包括明显较少的阳性形容词(系数-0.02,SE0.007),信任动词(系数-0.009,SE0.004),和喜悦词(系数-0.03,SE0.01)高于白人非西班牙裔患者。
    这种方法可能使医生和研究人员能够识别和减轻医疗互动中的偏见,以减少由偏见引起的健康差异为目标。
    UNASSIGNED: Individuals from minoritized racial and ethnic backgrounds experience pernicious and pervasive health disparities that have emerged, in part, from clinician bias.
    UNASSIGNED: We used a natural language processing approach to examine whether linguistic markers in electronic health record (EHR) notes differ based on the race and ethnicity of the patient. To validate this methodological approach, we also assessed the extent to which clinicians perceive linguistic markers to be indicative of bias.
    UNASSIGNED: In this cross-sectional study, we extracted EHR notes for patients who were aged 18 years or older; had more than 5 years of diabetes diagnosis codes; and received care between 2006 and 2014 from family physicians, general internists, or endocrinologists practicing in an urban, academic network of clinics. The race and ethnicity of patients were defined as White non-Hispanic, Black non-Hispanic, or Hispanic or Latino. We hypothesized that Sentiment Analysis and Social Cognition Engine (SEANCE) components (ie, negative adjectives, positive adjectives, joy words, fear and disgust words, politics words, respect words, trust verbs, and well-being words) and mean word count would be indicators of bias if racial differences emerged. We performed linear mixed effects analyses to examine the relationship between the outcomes of interest (the SEANCE components and word count) and patient race and ethnicity, controlling for patient age. To validate this approach, we asked clinicians to indicate the extent to which they thought variation in the use of SEANCE language domains for different racial and ethnic groups was reflective of bias in EHR notes.
    UNASSIGNED: We examined EHR notes (n=12,905) of Black non-Hispanic, White non-Hispanic, and Hispanic or Latino patients (n=1562), who were seen by 281 physicians. A total of 27 clinicians participated in the validation study. In terms of bias, participants rated negative adjectives as 8.63 (SD 2.06), fear and disgust words as 8.11 (SD 2.15), and positive adjectives as 7.93 (SD 2.46) on a scale of 1 to 10, with 10 being extremely indicative of bias. Notes for Black non-Hispanic patients contained significantly more negative adjectives (coefficient 0.07, SE 0.02) and significantly more fear and disgust words (coefficient 0.007, SE 0.002) than those for White non-Hispanic patients. The notes for Hispanic or Latino patients included significantly fewer positive adjectives (coefficient -0.02, SE 0.007), trust verbs (coefficient -0.009, SE 0.004), and joy words (coefficient -0.03, SE 0.01) than those for White non-Hispanic patients.
    UNASSIGNED: This approach may enable physicians and researchers to identify and mitigate bias in medical interactions, with the goal of reducing health disparities stemming from bias.
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  • 文章类型: Journal Article
    背景:高危型人乳头瘤病毒(HPV)持续感染与宫颈癌密切相关。宫颈HPV的流行病学特征具有区域性差异。因此,要根据各地区的实际情况,制定最优惠的政策,预防和降低宫颈癌的患病率。这项回顾性横断面研究调查了患病率,基因亚型,温州地区体检女性HPV的时间变化趋势,为进一步预防和控制HPV提供决策依据。
    方法:从温州地区体检的宫颈脱落细胞标本共31.131份,中国的一个沿海城市,从2015年到2020年收集。年龄分布采用卡方检验分析,时间变化趋势采用Mann-Kendall趋势检验进行分析。在此基础上,分析HPV亚型的分布特征.
    结果:总患病率为9.55%,不同年龄组患病率为7.77%~14.16%。不同年份的患病率为8.84%~11.83%。患病率为双峰;在25岁的人群中最高,其次是该组>61岁。前5位的高危基因亚型分别为HPV52、HPV58、HPV53、HPV16和HPV39,而低风险亚型分别为HPV61、HPV81、HPV44、HPV43和HPV55。在所有阳性样本中,76.03%感染高危亚型。
    结论:温州地区女性HPV患者多感染高危基因亚型。因此,应进一步加强HPV的体检和筛查,相应的疫苗接种政策应关注高危基因亚型。
    背景:高危型人乳头瘤病毒(HPV)持续感染与宫颈癌的发生密切相关。宫颈HPV的流行特征具有区域性差异,因此,有必要根据每个地区的实际情况制定最优惠的政策,从而预防和降低宫颈癌的患病率。这项回顾性横断面研究调查了患病率,温州地区体检女性HPV基因亚型及时间变化趋势.为进一步防控HPV提供决策依据。
    方法:从温州地区体检中获得的宫颈脱落细胞标本31,131份,收集了2015年至2020年的中国沿海城市。通过卡方检验分析年龄分布,并通过Mann-Kendall趋势检验分析时间变化趋势。在此基础上,分析HPV亚型分布特点。
    结果:总患病率为9.55%,不同年龄组患病率为7.77%~14.16%。不同年份的患病率为8.84%~11.83%。患病率为双峰;在小于或等于25岁的组中最高,其次是大于61岁的组。前五名高危基因亚型分别为HPV52、HPV58、HPV53、HPV16和HPV39,而低危型分别为HPV61、HPV81、HPV44、HPV43和HPV55。在所有阳性样本中,76.03%感染高危亚型。
    BACKGROUND: Persistent infection with high-risk human papillomavirus (HPV) is closely related to cervical cancer. The epidemiologic characteristics of cervical HPV have regional differences. Therefore, it is necessary to develop the most favorable policies according to the actual situation of each region to prevent and reduce the prevalence of cervical cancer. This retrospective cross-sectional study investigated the prevalence, gene subtypes, and temporal trends of HPV in women undergoing physical examination in Wenzhou, to provide a decision-making basis for further prevention and control of HPV.
    METHODS: A total of 31 131 cervical exfoliated cell specimens obtained from physical examinations in Wenzhou, a coastal city of China, from 2015 to 2020 were collected. The age distribution was analyzed using the chi-squared test, and the time change trend was analyzed using the Mann-Kendall trend test. On this basis, the distribution characteristics of the HPV subtypes were analyzed.
    RESULTS: The total prevalence rate was 9.55%, and the prevalence rate in different age groups ranged from 7.77% to 14.16%. The prevalence rate in different years was 8.84%-11.83%. The prevalence rate was bimodal; it was highest in the group 25 years old, followed by the group >61 years old. The top five high-risk gene subtypes were HPV52, HPV58, HPV53, HPV16, and HPV39, whereas the low-risk subtypes were HPV61, HPV81, HPV44, HPV43, and HPV55. Of all the positive samples, 76.03% were infected with a high-risk subtype.
    CONCLUSIONS: Most female HPV patients in Wenzhou are infected with high-risk gene subtypes. Therefore, physical examination and screening for HPV should be further strengthened, and the corresponding vaccination policy should focus on high-risk gene subtypes.
    BACKGROUND: Persistent infection with high-risk human papillomavirus (HPV) is closely related to the occurrence of cervical cancer. The epidemic characteristics of cervical HPV have regional differences, Therefore, it is necessary to formulate the most favorable policies according to the actual situation of each region, so as to prevent and reduce the prevalence of cervical cancer. This retrospective cross-sectional study investigated the prevalence, gene subtypes and temporal trends of HPV in women undergoing physical examination in Wenzhou. To provide decision-making basis for further prevention and control of HPV.
    METHODS: A total of 31,131 cervical exfoliated cell specimens obtained from physical examinations in Wenzhou, a coastal city of China from 2015 to 2020, were collected. The age distribution was analyzed by the chi-squared test, and the time change trend was analyzed by the Mann–Kendall trend test. On this basis, the distribution characteristics of HPV subtypes were analyzed.
    RESULTS: The total prevalence rate was 9.55%, and the prevalence rate in different age groups ranged from 7.77% to 14.16%. The prevalence rate in different years was 8.84%-11.83%. The prevalence rate was bimodal; it was highest in the group less than or equal to 25 years old, followed by the group greater than 61 years old. The top five high-risk gene subtypes were HPV52, HPV58, HPV53, HPV16 and HPV39, while for low-risk were HPV61, HPV81, HPV44, HPV43 and HPV55, respectively. Of all the positive samples, 76.03% were infected with a high-risk subtype.
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  • 文章类型: Journal Article
    Asprosin,脂肪因子,最近在2016年被发现。这里,通过使用瞬时弹性成像和受控衰减参数(CAP)定量评估肝性脂肪变性,研究了Asprosin与代谢相关脂肪肝(MAFLD)之间的相关性.根据体重指数(BMI),1276名成年参与者被纳入研究,分为三组:正常,超重,和肥胖。该研究收集并评估了血清中的反前列腺素水平,一般生化指标,肝脏硬度测量,和CAP通过统计分析。在超重和肥胖人群中,血清Asprosin和CAP高于正常组(p<0.01)。各组CAP与天门冬氨酸呈正相关(p<0.01)。正常组CAP与BMI呈显著且独立的正相关,低密度脂蛋白胆固醇(LDL-C),asprosin,腰围(WC),和甘油三酯(TG;p<0.05)。CAP与BMI呈独立正相关(p<0.05),WC,asprosin,空腹血糖(FBG),超重组的TG,并与高密度脂蛋白胆固醇(HDL-C)表现出独立的负联系(p<0.01)。CAP与BMI呈独立的正相关(p<0.05),WC,asprosin,TG,LDL-C,FBG,糖化血红蛋白A1c(HbA1c),肥胖组的丙氨酸转移酶。CAP还显示出与BMI的独立正联系(p<0.01),WC,asprosin,TG,LDL-C,所有参与者的FBG与HDL-C呈独立负相关(p<0.01)。由于Asprosin和MAFLD密切相关,并且Asprosin是一种独立的CAP效应物,它可能为代谢性疾病和MAFLD提供新的治疗选择。
    Asprosin, an adipokine, was recently discovered in 2016. Here, the correlation between asprosin and metabolic-associated fatty liver disease (MAFLD) was examined by quantitatively assessing hepatic steatosis using transient elastography and controlled attenuation parameter (CAP). According to body mass index (BMI), 1276 adult participants were enrolled and categorized into three groups: normal, overweight, and obese. The study collected and evaluated serum asprosin levels, general biochemical indices, liver stiffness measure, and CAP via statistical analysis. In both overweight and obese groups, serum asprosin and CAP were greater than in the normal group (p < 0.01). Each group showed a positive correlation of CAP with asprosin (p < 0.01). The normal group demonstrated a significant and independent positive relationship of CAP with BMI, low-density lipoprotein cholesterol (LDL-C), asprosin, waist circumference (WC), and triglycerides (TG; p < 0.05). CAP showed an independent positive association (p < 0.05) with BMI, WC, asprosin, fasting blood glucose (FBG), and TG in the overweight group, and with high-density lipoprotein cholesterol (HDL-C) showed an independent negative link (p < 0.01). CAP showed an independent positive relationship (p < 0.05) with BMI, WC, asprosin, TG, LDL-C, FBG, glycated hemoglobin A1c (HbA1c), and alanine transferase in the obese group. CAP also showed an independent positive link (p < 0.01) with BMI, WC, asprosin, TG, LDL-C, and FBG in all participants while independently and negatively correlated (p < 0.01) with HDL-C. Since asprosin and MAFLD are closely related and asprosin is an independent CAP effector, it may offer a novel treatment option for metabolic diseases and MAFLD.
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  • 文章类型: Journal Article
    背景:建立用于研究学龄儿童疾病的环境和生活方式风险因素的生物库的工作很少。闵行儿科生物库(MPB)队列研究旨在确定与生活在上海市区或郊区的学龄儿童的健康和疾病相关的因素。
    方法:这项基于人群的队列研究于2014年在上海市闵行区所有街道/乡镇开展。小学一年级学生在例行体检时入学,由他们的主要照顾者填写的自我管理问卷。从多个健康信息系统中提取了其他信息。在基线调查和随访期间收集尿液和唾液样本。
    结果:在2014学年结束时,招募了8412名儿童及其父母,其中包括4339名男孩和4073名女孩。所有参与者都完成了基线调查和体检,收集了7128份尿液和2767份唾液样本。这个人群中最常见的五种儿童疾病是龋齿,支气管炎,肺炎,哮喘和超重/肥胖。
    结论:MPB队列已成功建立,作为未来与遗传有关的研究的有用平台,儿童疾病的环境和生活方式危险因素。
    BACKGROUND: Little has been done to establish biobanks for studying the environment and lifestyle risk factors for diseases among the school-age children. The Minhang Pediatric Biobank (MPB) cohort study aims to identify factors associated with health and diseases of school-aged children living in the urban or suburban area of Shanghai.
    METHODS: This population-based cohort study was started in all sub-districts/towns of Minhang district of Shanghai in 2014. First-grade students in elementary school were enrolled during the time of their routine physical examinations, with self-administered questionnaires completed by their primary caregivers. Additional information was extracted from multiple health information systems. Urine and saliva samples were collected during the baseline survey and follow-up visits.
    RESULTS: At the end of 2014 academic year, a total number of 8412 children and their parents were recruited, including 4339 boys and 4073 girls. All the participants completed the baseline survey and physical examination, and 7128 urine and 2767 saliva samples were collected. The five most prevalent childhood diseases in this population were dental caries, bronchitis, pneumonia, asthma and overweight/obese.
    CONCLUSIONS: The MPB cohort has been successfully established, serving as a useful platform for future research relating to the genetic, environmental and lifestyle risk factors for childhood diseases.
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  • 文章类型: Journal Article
    COVID-19大流行强调了在医疗保健中需要预测性深度学习模型。然而,实际预测任务设计,公平的比较,和临床应用的模型选择仍然是一个挑战。为了解决这个问题,我们引入并评估了两项新的预测任务-针对重症监护患者的结局特异性住院时间和早期死亡率预测-这两个任务更好地反映了临床现实.我们开发了评估指标,模型自适应设计,以及这些任务的开源数据预处理管道,同时还评估18个预测模型,包括临床评分方法和传统的机器学习,基本的深度学习,和先进的深度学习模型,为电子健康记录(EHR)数据量身定制。提供了来自两个真实世界COVID-19EHR数据集的基准结果,所有结果和训练模型都已在在线平台上发布,供临床医生和研究人员使用。我们的努力有助于推进流行病预测建模中的深度学习和机器学习研究。
    The COVID-19 pandemic highlighted the need for predictive deep-learning models in health care. However, practical prediction task design, fair comparison, and model selection for clinical applications remain a challenge. To address this, we introduce and evaluate two new prediction tasks-outcome-specific length-of-stay and early-mortality prediction for COVID-19 patients in intensive care-which better reflect clinical realities. We developed evaluation metrics, model adaptation designs, and open-source data preprocessing pipelines for these tasks while also evaluating 18 predictive models, including clinical scoring methods and traditional machine-learning, basic deep-learning, and advanced deep-learning models, tailored for electronic health record (EHR) data. Benchmarking results from two real-world COVID-19 EHR datasets are provided, and all results and trained models have been released on an online platform for use by clinicians and researchers. Our efforts contribute to the advancement of deep-learning and machine-learning research in pandemic predictive modeling.
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