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Melatonin mediates intestinal barrier dysfunction and systemic inflammation in moderate-severe OSA patients. 褪黑激素介导中重度 OSA 患者的肠屏障功能障碍和全身炎症。
Pub Date : 2024-12-01 Epub Date: 2024-07-08 DOI: 10.1080/07853890.2024.2361825
Zhicheng Wei, Hangdong Shen, Fan Wang, Weijun Huang, Xinyi Li, Huajun Xu, Huaming Zhu, Jian Guan

Background: Intestinal barrier dysfunction and systemic inflammation are common in obstructive sleep apnoea (OSA). We aimed to investigate the role of melatonin, an anti-inflammatory mediator, in mediating the relationships between OSA, intestinal barrier dysfunction and systemic inflammation.

Methods: Two hundred and thirty-five male participants who complained with sleep problems and underwent whole night polysomnography at our sleep centre between 2017 and 2018 were enrolled. Polysomnographic data, anthropometric measurements and biochemical indicators were collected. Serum melatonin, intestinal barrier function biomarker zonula occludens-1 (ZO-1) and inflammatory biomarkers C-reactive protein (CRP) with lipopolysaccharide (LPS) were detected. Spearman's correlation analysis assessed the correlations between sleep parameters, melatonin and biomarkers (ZO-1, LPS and CRP). Mediation analysis explored the effect of OSA on intestinal barrier dysfunction and systemic inflammation in moderate-severe OSA patients.

Results: As OSA severity increased, serum melatonin decreased, whereas ZO-1, LPS and CRP increased. Spearman's correlation analysis showed that serum melatonin was significantly negatively correlated with ZO-1 (r = -0.19, p < .05) and LPS (r = -0.20, p < .05) in the moderate-OSA group; serum melatonin was significantly negatively correlated with ZO-1 (r = -0.46, p < .01), LPS (r = -0.35, p < .01) and CPR (r = -0.30, p < .05) in the severe-OSA group. Mediation analyses showed melatonin explain 36.12% and 35.38% of the effect of apnoea-hypopnea index (AHI) on ZO-1 and LPS in moderate to severe OSA patients.

Conclusions: Our study revealed that melatonin may be involved in mediating intestinal barrier dysfunction and systemic inflammation in moderate-to-severe OSA patients.

背景:肠屏障功能障碍和全身炎症是阻塞性睡眠呼吸暂停(OSA)的常见症状。我们旨在研究褪黑激素(一种抗炎介质)在调解 OSA、肠屏障功能障碍和全身炎症之间关系中的作用:2017年至2018年期间,235名男性参与者抱怨有睡眠问题,并在我们的睡眠中心接受了整夜多导睡眠图检查。收集了多导睡眠图数据、人体测量和生化指标。检测了血清褪黑素、肠屏障功能生物标志物Zonula occludens-1(ZO-1)和炎症生物标志物C反应蛋白(CRP)与脂多糖(LPS)。斯皮尔曼相关分析评估了睡眠参数、褪黑激素和生物标志物(ZO-1、LPS 和 CRP)之间的相关性。中介分析探讨了OSA对中重度OSA患者肠屏障功能障碍和全身炎症的影响:结果:随着 OSA 严重程度的增加,血清褪黑激素减少,而 ZO-1、LPS 和 CRP 增加。斯皮尔曼相关性分析表明,血清褪黑激素与ZO-1呈显著负相关(r = -0.19,p r = -0.20,p r = -0.46,p r = -0.35,p r = -0.30,p 结论:我们的研究表明,褪黑激素可能对中度和重度OSA患者的肠道和全身炎症有影响:我们的研究表明,褪黑激素可能参与了中重度 OSA 患者肠道屏障功能障碍和全身炎症的介导。
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引用次数: 0
Development and validation of machine learning models to predict perioperative transfusion risk for hip fractures in the elderly. 开发和验证用于预测老年人髋部骨折围手术期输血风险的机器学习模型。
Pub Date : 2024-12-01 Epub Date: 2024-06-20 DOI: 10.1080/07853890.2024.2357225
Jiale Guo, Qionghan He, Yehai Li

Background: Patients with hip fractures frequently need to receive perioperative transfusions of concentrated red blood cells due to preoperative anemia or surgical blood loss. However, the use of perioperative blood products increases the risk of adverse events, and the shortage of blood products is prompting us to minimize blood transfusion. Our study aimed to construct a machine learning algorithm predictive model to identify patients at high risk for perioperative transfusion early in hospital admission and to manage their patient blood to reduce transfusion requirements.

Methods: This study collected patients hospitalized for hip fractures at a university hospital from May 2016 to November 2022. All patients included in the analysis were randomly divided into a training set and validation set according to 70:30. Eight machine learning algorithms, CART, GBM, KNN, LR, NNet, RF, SVM, and XGBoost, were used to construct the prediction models. The models were evaluated for discrimination, calibration, and clinical utility, and the best prediction model was selected.

Results: A total of 805 patients were included in the study, of whom 306 received transfusions during the perioperative period. We screened eight features used to construct the prediction model: age, fracture time, fracture type, hemoglobin, albumin, creatinine, calcium ion, and activated partial thromboplastin time. After evaluating and comparing the performance of each of the eight models, the model constructed by the XGBoost algorithm had the best performance, with MCC values of 0.828 and 0.939 in the training and validation sets, respectively. In addition, it had good calibration and clinical utility in both the training and validation sets.

Conclusion: The model constructed by the XGBoost algorithm has the best performance, using this model to identify patients at high risk for transfusion early in their admission and promptly incorporating them into a patient blood management plan can help reduce the risk of transfusion.

背景:髋部骨折患者由于术前贫血或手术失血过多,经常需要在围手术期输注浓缩红细胞。然而,围手术期血液制品的使用会增加不良事件的风险,而血液制品的短缺正促使我们尽量减少输血。我们的研究旨在构建一个机器学习算法预测模型,以便在入院早期识别围术期输血高风险患者,并对其进行血液管理以减少输血需求:本研究收集了2016年5月至2022年11月在某大学附属医院因髋部骨折住院的患者。所有纳入分析的患者按照 70:30 随机分为训练集和验证集。八种机器学习算法(CART、GBM、KNN、LR、NNet、RF、SVM 和 XGBoost)被用于构建预测模型。对模型的区分度、校准和临床实用性进行了评估,并选出了最佳预测模型:研究共纳入了 805 名患者,其中 306 人在围手术期接受了输血。我们筛选了用于构建预测模型的八个特征:年龄、骨折时间、骨折类型、血红蛋白、白蛋白、肌酐、钙离子和活化部分凝血活酶时间。在对八个模型的性能进行评估和比较后,XGBoost 算法构建的模型性能最佳,在训练集和验证集中的 MCC 值分别为 0.828 和 0.939。此外,该模型在训练集和验证集中都具有良好的校准性和临床实用性:XGBoost算法构建的模型性能最佳,使用该模型在入院早期识别输血高风险患者,并及时将其纳入患者血液管理计划,有助于降低输血风险。
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引用次数: 0
The role of recovery peer navigators in retention in outpatient buprenorphine treatment: a retrospective cohort study. 康复同伴导航员在门诊丁丙诺啡治疗中的作用:一项回顾性队列研究。
Pub Date : 2024-12-01 Epub Date: 2024-06-01 DOI: 10.1080/07853890.2024.2355566
Arley Giraldo, Payal Shah, Erin Zerbo, Amesika N Nyaku

Background: Racial and ethnic disparities are evident in the accessibility of treatment for opioid use disorder (OUD). Even when medications for OUD (MOUD) are accessible, racially and ethnically minoritized groups have higher attrition rates from treatment. Existing literature has primarily identified the specific racial and ethnic groups affected by these disparities, but has not thoroughly examined interventions to address this gap. Recovery peer navigators (RPNs) have been shown to improve access and overall retention on MOUD.

Patients and methods: In this retrospective cohort study, we evaluate the role of RPNs on patient retention in clinical care at an outpatient program in a racially and ethnically diverse urban community. Charts were reviewed of new patients seen from January 1, 2019 through December 31, 2019. Sociodemographic and clinical visit data, including which providers and services were utilized, were collected, and the primary outcome of interest was continuous retention in care. Bivariate analysis was done to test for statistically significant associations between variables by racial/ethnic group and continuous retention in care using Student's t-test or Pearson's chi-square test. Variables with p value ≤0.10 were included in a multivariable regression model.

Results: A total of 131 new patients were included in the study. RPNs improved continuous retention in all-group analysis (27.6% pre-RPN compared to 80.2% post-RPN). Improvements in continuous retention were observed in all racial/ethnic subgroups but were statistically significant in the non-Hispanic Black (NHB) group (p < 0.001). Among NHB, increases in continuous retention were observed post-RPN in patients with male sex (p < 0.001), public health insurance (p < 0.001), additional substance use (p < 0.001), medical comorbidities (p < 0.001), psychiatric comorbidities (p = 0.001), and unstable housing (p = 0.005). Multivariate logistic regression demonstrated that patients who lacked insurance had lower odds of continuous retention compared to patients with public insurance (aOR = 0.17, 95% CI 0.039-0.70, p = 0.015).

Conclusions: RPNs can improve clinical retention for patients with OUD, particularly for individuals experiencing several sociodemographic and clinical factors that are typically correlated with discontinuation of care.

背景:在阿片类药物使用障碍(OUD)治疗的可及性方面,种族和民族差异非常明显。即使可以获得治疗阿片类药物使用障碍(MOUD)的药物,少数种族和族裔群体的治疗损耗率也较高。现有文献主要确定了受这些差异影响的特定种族和民族群体,但并未深入研究解决这一差距的干预措施。事实证明,康复同伴导航员(RPNs)可以改善患者接受 MOUD 治疗的机会和总体保持率:在这项回顾性队列研究中,我们评估了康复同伴导航员在一个种族和民族多元化的城市社区门诊项目的临床护理中对患者保留率的作用。我们对 2019 年 1 月 1 日至 2019 年 12 月 31 日期间就诊的新患者病历进行了审查。收集了社会人口学和临床就诊数据,包括使用了哪些医疗服务提供者和服务,主要研究结果是持续留在医疗机构。采用学生 t 检验或皮尔逊卡方检验法进行双变量分析,以检验种族/族裔群体变量与连续就诊率之间是否存在统计学意义上的显著关联。P值≤0.10的变量被纳入多变量回归模型:研究共纳入了 131 名新患者。在所有组别分析中,RPN改善了持续保留率(RPN前为27.6%,RPN后为80.2%)。在所有种族/族裔亚组中都观察到了持续保留率的提高,但在非西班牙裔黑人(NHB)组(p p p p p p = 0.001)和住房不稳定组(p = 0.005)中具有显著的统计学意义。多变量逻辑回归显示,与拥有公共保险的患者相比,没有保险的患者持续保留率较低(aOR = 0.17,95% CI 0.039-0.70,p = 0.015):RPN可以改善OUD患者的临床保留率,特别是对于那些经历了一些通常与中断治疗相关的社会人口和临床因素的患者。
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引用次数: 0
Response to letter regarding 'The impacts of partial replacement of red and processed meat with legumes or cereals on protein and amino acid intakes: a modelling study in the Finnish adult population'. 关于 "用豆类或谷物部分替代红肉和加工肉类对蛋白质和氨基酸摄入量的影响:芬兰成年人群模型研究 "的信件回复。
Pub Date : 2024-12-01 Epub Date: 2024-06-04 DOI: 10.1080/07853890.2024.2361816
Meri Simojoki, Satu Männistö, Heli Tapanainen, Mirkka Maukonen, Liisa M Valsta, Suvi T Itkonen, Anne-Maria Pajari, Niina E Kaartinen
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引用次数: 0
Effectiveness of digital tools for smoking cessation in Asian countries: a systematic review. 亚洲国家戒烟数字工具的有效性:系统综述。
Pub Date : 2024-12-01 Epub Date: 2024-02-12 DOI: 10.1080/07853890.2023.2271942
Khang Wen Goh, Long Chiau Ming, Yaser Mohammed Al-Worafi, Ching Siang Tan, Andi Hermansyah, Inayat Ur Rehman, Zahid Ali

Aim: The use of tobacco is responsible for many preventable diseases and deaths worldwide. Digital interventions have greatly improved patient health and clinical care and have proven to be effective for quitting smoking in the general population due to their flexibility and potential for personalization. However, there is limited evidence on the effectiveness of digital interventions for smoking cessation in Asian countries.

Methods: Three major databases - Web of Science (WOS), Scopus, and PubMed - for relevant studies published between 1 January 2010 and 12 February 2023 were searched for studies evaluating the effectiveness of digital intervention for smoking cessation in Asian countries.

Results: A total of 25 studies of varying designs were eligible for this study collectively involving a total of n = 22,005 participants from 9 countries. Among different digital tools for smoking cessation, the highest abstinence rate (70%) was reported with cognitive behavioural theory (CBT)-based smoking cessation intervention via Facebook followed by smartphone app (60%), WhatsApp (59.9%), and Pharmacist counselling with Quit US smartphone app (58.4%). However, WhatsApp was preferred over Facebook intervention due to lower rates of relapse. WeChat was responsible for 15.6% and 41.8% 7-day point prevalence abstinence. For telephone/text messaging abstinence rate ranged from 8-44.3% and quit rates from 6.3% to 16.8%. Whereas, no significant impact of media/multimedia messages and web-based learning on smoking cessation was observed in this study.

Conclusion: Based on the study findings the use of digital tools can be considered an alternative and cost-effective smoking cessation intervention as compared to traditional smoking cessation interventions.

目的:吸烟是全球许多可预防疾病和死亡的罪魁祸首。数字干预大大改善了患者的健康和临床护理,由于其灵活性和个性化的潜力,已被证明对普通人群戒烟有效。然而,在亚洲国家,有关数字化干预对戒烟有效性的证据还很有限:方法:检索了三个主要数据库--Web of Science (WOS)、Scopus 和 PubMed--2010 年 1 月 1 日至 2023 年 2 月 12 日期间发表的相关研究,以评估数字化戒烟干预在亚洲国家的有效性:共有 25 项不同设计的研究符合本研究的条件,涉及来自 9 个国家的共计 n = 22,005 名参与者。在不同的数字戒烟工具中,基于认知行为理论(CBT)的Facebook戒烟干预的戒烟率最高(70%),其次是智能手机应用程序(60%)、WhatsApp(59.9%)和药剂师咨询与美国戒烟智能手机应用程序(58.4%)。然而,由于复吸率较低,WhatsApp 比 Facebook 更受青睐。微信戒烟率为 15.6%,7 天戒烟率为 41.8%。电话/短信戒断率为 8%-44.3%,戒断率为 6.3%-16.8%。而媒体/多媒体信息和网络学习对戒烟没有明显影响:根据研究结果,与传统的戒烟干预措施相比,使用数字工具可被视为一种替代性的、具有成本效益的戒烟干预措施。
{"title":"Effectiveness of digital tools for smoking cessation in Asian countries: a systematic review.","authors":"Khang Wen Goh, Long Chiau Ming, Yaser Mohammed Al-Worafi, Ching Siang Tan, Andi Hermansyah, Inayat Ur Rehman, Zahid Ali","doi":"10.1080/07853890.2023.2271942","DOIUrl":"10.1080/07853890.2023.2271942","url":null,"abstract":"<p><strong>Aim: </strong>The use of tobacco is responsible for many preventable diseases and deaths worldwide. Digital interventions have greatly improved patient health and clinical care and have proven to be effective for quitting smoking in the general population due to their flexibility and potential for personalization. However, there is limited evidence on the effectiveness of digital interventions for smoking cessation in Asian countries.</p><p><strong>Methods: </strong>Three major databases - Web of Science (WOS), Scopus, and PubMed - for relevant studies published between 1 January 2010 and 12 February 2023 were searched for studies evaluating the effectiveness of digital intervention for smoking cessation in Asian countries.</p><p><strong>Results: </strong>A total of 25 studies of varying designs were eligible for this study collectively involving a total of <i>n</i> = 22,005 participants from 9 countries. Among different digital tools for smoking cessation, the highest abstinence rate (70%) was reported with cognitive behavioural theory (CBT)-based smoking cessation intervention <i>via</i> Facebook followed by smartphone app (60%), WhatsApp (59.9%), and Pharmacist counselling with Quit US smartphone app (58.4%). However, WhatsApp was preferred over Facebook intervention due to lower rates of relapse. WeChat was responsible for 15.6% and 41.8% 7-day point prevalence abstinence. For telephone/text messaging abstinence rate ranged from 8-44.3% and quit rates from 6.3% to 16.8%. Whereas, no significant impact of media/multimedia messages and web-based learning on smoking cessation was observed in this study.</p><p><strong>Conclusion: </strong>Based on the study findings the use of digital tools can be considered an alternative and cost-effective smoking cessation intervention as compared to traditional smoking cessation interventions.</p>","PeriodicalId":93874,"journal":{"name":"Annals of medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11249140/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139725357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unveiling the nexus! Understanding knowledge issues, animal contact patterns and interaction of health care providers in the context of monkeypox and COVID-19 during monkeypox outbreak 2022. 揭开联系的面纱!在 2022 年猴痘爆发期间,了解猴痘和 COVID-19 的知识问题、动物接触模式以及医疗服务提供者之间的互动。
Pub Date : 2024-12-01 Epub Date: 2024-08-06 DOI: 10.1080/07853890.2024.2386452
Samar A Amer, Hossam Tharwat Ali, Sarya Swed, Omar A Albeladi, Alex Stéphane Ndjip Ndjock, Al Zahraa M Soliman

Background: A monkeypox (MPOX) outbreak occurred in May 2022. On June 3, 2022, the WHO Blueprint organized a consultation on MPOX research knowledge gaps and priority research questions because the engagement of health care providers (HCPs) in providing accurate information and the public's motivation to adapt protective behaviour were crucial. Thus, we conducted this study to explore the knowledge issues, animal patterns, and interactions of HCPs in the context of MPOX and COVID-19 during the MPOX outbreak.

Methods: We conducted a cross-sectional web-based survey among 816 HCPs working in governmental health facilities from many countries, mainly Syria, Egypt, Saudi Arabia, and Cameroon, in September 2022.

Results: Four hundred and sixty (56.37%) were aged between 18 and less than 35 years old. About 34.44% were physicians, while only 37.25% worked on the frontlines with patients. 37.99% and 5.88% received vaccinations against chickenpox and MPOX, respectively. In the meantime, 55.39% had taken courses or training programmes regarding COVID-19. Regarding knowledge-seeking behaviours (KSBs) about COVID-19, 38.73% were through passive attention, while only 28.8% got their information through active search. Most of the participants (56.86%) had a moderate level of knowledge regarding COVID-19. Only 8.82% had courses or training programmes regarding MPOX. Regarding KSB about MPOX, 50.86% were obtained through passive attention, while only 18.01% and 23.04% got their information through active and passive search, respectively. Most of the participants (57.60%) had a poor level of knowledge regarding MPOX. The regression analysis of the MPOX knowledge score revealed that individuals working on the frontlines with patients and those who had training programmes or courses were shown to have a higher score by 1.25 and 3.18 points, respectively.

Conclusions: The studied HCPs had poorer knowledge about the MPOX virus than they did about the SARS-CoV-2 virus. Training programmes and education courses had an impact on their knowledge.

背景:2022年5月爆发了猴痘(MPOX)疫情。2022年6月3日,世卫组织蓝图组织了一次关于MPOX研究知识差距和优先研究问题的磋商,因为医疗保健提供者(HCPs)提供准确信息的参与度和公众调整防护行为的积极性至关重要。因此,我们开展了这项研究,以探讨在 MPOX 和 COVID-19 爆发期间,医疗保健提供者在 MPOX 和 COVID-19 方面的知识问题、动物模式和互动情况:我们于 2022 年 9 月对来自多个国家(主要是叙利亚、埃及、沙特阿拉伯和喀麦隆)的 816 名在政府卫生机构工作的初级保健人员进行了横断面网络调查:四百六十人(56.37%)的年龄在 18 至 35 岁之间。约 34.44% 是医生,只有 37.25% 在前线与病人打交道。37.99% 和 5.88% 的人分别接种了水痘和 MPOX 疫苗。同时,55.39% 的人参加过有关 COVID-19 的课程或培训计划。关于 COVID-19 的求知行为(KSBs),38.73% 是通过被动关注,只有 28.8%是通过主动搜索获得信息。大多数参与者(56.86%)对 COVID-19 的了解处于中等水平。只有 8.82% 的人参加过有关 MPOX 的课程或培训计划。关于 MPOX 的 KSB,50.86% 是通过被动关注获得的,只有 18.01%和 23.04%是通过主动和被动搜索获得的。大多数参与者(57.60%)对 MPOX 的了解程度较低。对 MPOX 知识得分的回归分析表明,在第一线与患者打交道的人员和接受过培训计划或课程的人员得分较高,分别高出 1.25 分和 3.18 分:结论:所研究的高级保健人员对 MPOX 病毒的了解程度低于他们对 SARS-CoV-2 病毒的了解程度。培训计划和教育课程对他们的知识有影响。
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引用次数: 0
Brain-Derived neurotrophic factor and inflammatory biomarkers are unaffected by acute and chronic intermittent hypoxic-hyperoxic exposure in geriatric patients: a randomized controlled trial. 老年患者的脑源性神经营养因子和炎症生物标志物不受急性和慢性间歇性缺氧-过氧暴露的影响:随机对照试验。
Pub Date : 2024-12-01 Epub Date: 2024-01-22 DOI: 10.1080/07853890.2024.2304650
Tom Behrendt, Jessica Ibanez Quisilima, Robert Bielitzki, Martin Behrens, Oleg S Glazachev, Tanja Brigadski, Volkmar Leßmann, Lutz Schega

Background: Animal and human studies have shown that exposure to hypoxia can increase brain-derived neurotrophic factor (BDNF) protein transcription and reduce systematic inflammatory cytokine response. Therefore, the aim of this study was to investigate the acute and chronic effects of intermittent hypoxic-hyperoxic exposure (IHHE) prior to aerobic exercise on BDNF, interleukin-6 (IL-6), and C-reactive protein (CRP) blood levels in geriatric patients.

Patients and methods: Twenty-five geriatric patients (83.1 ± 5.0 yrs, 71.1 ± 10.0 kg, 1.8 ± 0.9 m) participated in a placebo-controlled, single-blinded trial and were randomly assigned to either an intervention (IG) or control group (CG) performing an aerobic cycling training (17 sessions, 20 min·session-1, 3 sessions·week-1). Prior to aerobic cycling exercise, the IG was additionally exposed to IHHE for 30 min, whereas the CG received continuous normoxic air. Blood samples were taken immediately before (pre-exercise) and 10 min (post-exercise) after the first session as well as 48 h (post-training) after the last session to determine serum (BDNFS) and plasma BDNF (BDNFP), IL-6, and CRP levels. Intervention effects were analyzed using a 2 x 2 analysis of covariance with repeated measures. Results were interpreted based on effect sizes with a medium effect considered as meaningful (ηp2 ≥ 0.06, d ≥ 0.5).

Results: CRP was moderately higher (d = 0.51) in the CG compared to the IG at baseline. IHHE had no acute effect on BDNFSp2 = 0.01), BDNFPp2 < 0.01), BDNF serum/plasma-ratio (ηp2 < 0.01), IL-6 (ηp2 < 0.01), or CRP (ηp2 = 0.04). After the 6-week intervention, an interaction was found for BDNF serum/plasma-ratio (ηp2 = 0.06) but not for BDNFSp2 = 0.04), BDNFPp2 < 0.01), IL-6 (ηp2 < 0.01), or CRP (ηp2 < 0.01). BDNF serum/plasma-ratio increased from pre-exercise to post-training (d = 0.67) in the CG compared to the IG (d = 0.51). A main effect of time was found for BDNFPp2 = 0.09) but not for BDNFSp2 = 0.02). Within-group post-hoc analyses revealed a training-related reduction in BDNFP in the IG and CG by 46.1% (d = 0.73) and 24.7% (d = 0.57), respectively.

Conclusion: The addition of 30 min IHHE prior to 20 min aerobic cycling seems not to be effective to increase BDNFS and BDNFP or to reduce IL-6 and CRP levels in geriatric patients after a 6-week intervention.The study was retrospectively registered at drks.de (DRKS-ID: DRKS00025130).

背景:动物和人体研究表明,暴露于低氧环境可增加脑源性神经营养因子(BDNF)蛋白转录,并减少系统性炎症细胞因子反应。因此,本研究旨在调查有氧运动前间歇性缺氧-过氧暴露(IHHE)对老年患者血液中 BDNF、白细胞介素-6(IL-6)和 C 反应蛋白(CRP)水平的急性和慢性影响:25 名老年患者(83.1 ± 5.0 岁,71.1 ± 10.0 千克,1.8 ± 0.9 米)参加了安慰剂对照单盲试验,并被随机分配到干预组(IG)或对照组(CG),进行有氧骑行训练(17 次,每次 20 分钟,每周 3 次)。在进行有氧单车运动之前,干预组还需暴露于 IHHE 30 分钟,而对照组则持续接受常氧空气。在第一次训练前(运动前)和训练后 10 分钟以及最后一次训练后 48 小时(训练后)采集血液样本,以测定血清(BDNFS)和血浆 BDNF(BDNFP)、IL-6 和 CRP 水平。干预效果采用重复测量的 2 x 2 协方差分析法进行分析。结果根据效应大小进行解释,中等效应被认为是有意义的(ηp2 ≥ 0.06,d ≥ 0.5):结果:与基线时的 IG 相比,CG 的 CRP 中度偏高(d = 0.51)。IHHE对BDNFS(ηp2 = 0.01)、BDNFP(ηp2 < 0.01)、BDNF血清/血浆比率(ηp2 < 0.01)、IL-6(ηp2 < 0.01)或CRP(ηp2 = 0.04)均无急性影响。经过 6 周干预后,发现 BDNF 血清/血浆比值(ηp2 = 0.06)存在交互作用,但 BDNFS(ηp2 = 0.04)、BDNFP(ηp2 < 0.01)、IL-6(ηp2 < 0.01)或 CRP(ηp2 < 0.01)不存在交互作用。与IG(d = 0.51)相比,CG的BDNF血清/血浆比值从运动前到训练后(d = 0.67)均有所上升。时间对 BDNFP 有主效应(ηp2 = 0.09),但对 BDNFS 没有主效应(ηp2 = 0.02)。组内事后分析显示,训练相关的 BDNFP 在 IG 和 CG 中分别降低了 46.1% (d = 0.73) 和 24.7% (d = 0.57):结论:经过 6 周的干预,在 20 分钟有氧自行车运动前增加 30 分钟 IHHE 似乎不能有效提高老年患者的 BDNFS 和 BDNFP,也不能有效降低 IL-6 和 CRP 水平。该研究已在 drks.de 网站(DRKS-ID:DRKS00025130)进行了回顾性注册。
{"title":"Brain-Derived neurotrophic factor and inflammatory biomarkers are unaffected by acute and chronic intermittent hypoxic-hyperoxic exposure in geriatric patients: a randomized controlled trial.","authors":"Tom Behrendt, Jessica Ibanez Quisilima, Robert Bielitzki, Martin Behrens, Oleg S Glazachev, Tanja Brigadski, Volkmar Leßmann, Lutz Schega","doi":"10.1080/07853890.2024.2304650","DOIUrl":"10.1080/07853890.2024.2304650","url":null,"abstract":"<p><strong>Background: </strong>Animal and human studies have shown that exposure to hypoxia can increase brain-derived neurotrophic factor (BDNF) protein transcription and reduce systematic inflammatory cytokine response. Therefore, the aim of this study was to investigate the acute and chronic effects of intermittent hypoxic-hyperoxic exposure (IHHE) prior to aerobic exercise on BDNF, interleukin-6 (IL-6), and C-reactive protein (CRP) blood levels in geriatric patients.</p><p><strong>Patients and methods: </strong>Twenty-five geriatric patients (83.1 ± 5.0 yrs, 71.1 ± 10.0 kg, 1.8 ± 0.9 m) participated in a placebo-controlled, single-blinded trial and were randomly assigned to either an intervention (IG) or control group (CG) performing an aerobic cycling training (17 sessions, 20 min·session<sup>-1</sup>, 3 sessions·week<sup>-1</sup>). Prior to aerobic cycling exercise, the IG was additionally exposed to IHHE for 30 min, whereas the CG received continuous normoxic air. Blood samples were taken immediately before (pre-exercise) and 10 min (post-exercise) after the first session as well as 48 h (post-training) after the last session to determine serum (BDNF<sub>S</sub>) and plasma BDNF (BDNF<sub>P</sub>), IL-6, and CRP levels. Intervention effects were analyzed using a 2 x 2 analysis of covariance with repeated measures. Results were interpreted based on effect sizes with a medium effect considered as meaningful (η<sub>p</sub><sup>2</sup> ≥ 0.06, <i>d</i> ≥ 0.5).</p><p><strong>Results: </strong>CRP was moderately higher (<i>d</i> = 0.51) in the CG compared to the IG at baseline. IHHE had no acute effect on BDNF<sub>S</sub> (η<sub>p</sub><sup>2</sup> = 0.01), BDNF<sub>P</sub> (η<sub>p</sub><sup>2</sup> < 0.01), BDNF serum/plasma-ratio (η<sub>p</sub><sup>2</sup> < 0.01), IL-6 (η<sub>p</sub><sup>2</sup> < 0.01), or CRP (η<sub>p</sub><sup>2</sup> = 0.04). After the 6-week intervention, an interaction was found for BDNF serum/plasma-ratio (η<sub>p</sub><sup>2</sup> = 0.06) but not for BDNF<sub>S</sub> (η<sub>p</sub><sup>2</sup> = 0.04), BDNF<sub>P</sub> (η<sub>p</sub><sup>2</sup> < 0.01), IL-6 (η<sub>p</sub><sup>2</sup> < 0.01), or CRP (η<sub>p</sub><sup>2</sup> < 0.01). BDNF serum/plasma-ratio increased from pre-exercise to post-training (<i>d</i> = 0.67) in the CG compared to the IG (<i>d</i> = 0.51). A main effect of time was found for BDNF<sub>P</sub> (η<sub>p</sub><sup>2</sup> = 0.09) but not for BDNF<sub>S</sub> (η<sub>p</sub><sup>2</sup> = 0.02). Within-group post-hoc analyses revealed a training-related reduction in BDNF<sub>P</sub> in the IG and CG by 46.1% (<i>d</i> = 0.73) and 24.7% (<i>d</i> = 0.57), respectively.</p><p><strong>Conclusion: </strong>The addition of 30 min IHHE prior to 20 min aerobic cycling seems not to be effective to increase BDNF<sub>S</sub> and BDNF<sub>P</sub> or to reduce IL-6 and CRP levels in geriatric patients after a 6-week intervention.The study was retrospectively registered at drks.de (DRKS-ID: DRKS00025130).","PeriodicalId":93874,"journal":{"name":"Annals of medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10810628/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139521318","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Age shock index and age-modified shock index are valuable bedside prognostic tools for postdischarge mortality in ST-elevation myocardial infarction patients. 年龄休克指数和年龄修正休克指数是预测 ST 段抬高型心肌梗死患者出院后死亡率的重要床旁预后工具。
Pub Date : 2024-12-01 Epub Date: 2024-02-07 DOI: 10.1080/07853890.2024.2311854
Shan Wang, You Zhang, Datun Qi, Xianpei Wang, Zhongyu Zhu, Wei Yang, Muwei Li, Dayi Hu, Chuanyu Gao

Background: The incidence of mortality is considerable after ST-elevation myocardial infarction (STEMI) hospitalization; risk assessment is needed to guide postdischarge management. Age shock index (SI) and age modified shock index (MSI) were described as useful prognosis instruments; nevertheless, their predictive effect on short and long-term postdischarge mortality has not yet been sufficiently confirmed.

Methods: This analysis included 3389 prospective patients enrolled from 2016 to 2018. Endpoints were postdischarge mortality within 30 days and from 30 days to 1 year. Hazard ratios (HRs) were evaluated by Cox proportional-hazards regression. Predictive performances were assessed by area under the curve (AUC), integrated discrimination improvement (IDI), net reclassification improvement (NRI) and decision curve analysis (DCA) and compared with TIMI risk score and GRACE score.

Results: The AUCs were 0.753, 0.746 for age SI and 0.755, 0.755 for age MSI for short- and long-term postdischarge mortality. No significant AUC differences and NRI were observed compared with the classic scores; decreased IDI was observed especially for long-term postdischarge mortality. Multivariate analysis revealed significantly higher short- and long-term postdischarge mortality for patients with high age SI (HR: 5.44 (2.73-10.85), 5.34(3.18-8.96)), high age MSI (HR: 4.17(1.78-9.79), 5.75(3.20-10.31)) compared to counterparts with low indices. DCA observed comparable clinical usefulness for predicting short-term postdischarge mortality. Furthermore, age SI and age MSI were not significantly associated with postdischarge prognosis for patients who received fibrinolysis.

Conclusions: Age SI and age MSI were valuable instruments to identify high postdischarge mortality with comparable predictive ability compared with the classic scores, especially for events within 30 days after hospitalization.

背景:ST段抬高型心肌梗死(STEMI)住院后的死亡率相当高;需要进行风险评估以指导出院后的管理。年龄休克指数(SI)和年龄修正休克指数(MSI)被描述为有用的预后工具;然而,它们对出院后短期和长期死亡率的预测效果尚未得到充分证实:该分析包括2016年至2018年入院的3389名前瞻性患者。终点为出院后30天内和30天至1年内的死亡率。通过 Cox 比例危险回归评估危险比(HRs)。预测性能通过曲线下面积(AUC)、综合判别改进(IDI)、净再分类改进(NRI)和决策曲线分析(DCA)进行评估,并与TIMI风险评分和GRACE评分进行比较:对于出院后短期和长期死亡率,年龄 SI 的 AUC 分别为 0.753 和 0.746,年龄 MSI 的 AUC 分别为 0.755 和 0.755。与传统评分相比,AUC 和 NRI 没有明显差异;尤其是出院后长期死亡率,IDI 有所下降。多变量分析显示,高年龄 SI(HR:5.44(2.73-10.85),5.34(3.18-8.96))和高年龄 MSI(HR:4.17(1.78-9.79),5.75(3.20-10.31))患者的短期和长期出院后死亡率明显高于低指数患者。在预测出院后短期死亡率方面,DCA 的临床实用性相当。此外,年龄SI和年龄MSI与接受纤维蛋白溶解的患者出院后的预后无明显关联:结论:年龄 SI 和年龄 MSI 是识别出院后高死亡率的重要工具,其预测能力与传统评分不相上下,尤其是对住院后 30 天内的事件。
{"title":"Age shock index and age-modified shock index are valuable bedside prognostic tools for postdischarge mortality in ST-elevation myocardial infarction patients.","authors":"Shan Wang, You Zhang, Datun Qi, Xianpei Wang, Zhongyu Zhu, Wei Yang, Muwei Li, Dayi Hu, Chuanyu Gao","doi":"10.1080/07853890.2024.2311854","DOIUrl":"10.1080/07853890.2024.2311854","url":null,"abstract":"<p><strong>Background: </strong>The incidence of mortality is considerable after ST-elevation myocardial infarction (STEMI) hospitalization; risk assessment is needed to guide postdischarge management. Age shock index (SI) and age modified shock index (MSI) were described as useful prognosis instruments; nevertheless, their predictive effect on short and long-term postdischarge mortality has not yet been sufficiently confirmed.</p><p><strong>Methods: </strong>This analysis included 3389 prospective patients enrolled from 2016 to 2018. Endpoints were postdischarge mortality within 30 days and from 30 days to 1 year. Hazard ratios (HRs) were evaluated by Cox proportional-hazards regression. Predictive performances were assessed by area under the curve (AUC), integrated discrimination improvement (IDI), net reclassification improvement (NRI) and decision curve analysis (DCA) and compared with TIMI risk score and GRACE score.</p><p><strong>Results: </strong>The AUCs were 0.753, 0.746 for age SI and 0.755, 0.755 for age MSI for short- and long-term postdischarge mortality. No significant AUC differences and NRI were observed compared with the classic scores; decreased IDI was observed especially for long-term postdischarge mortality. Multivariate analysis revealed significantly higher short- and long-term postdischarge mortality for patients with high age SI (HR: 5.44 (2.73-10.85), 5.34(3.18-8.96)), high age MSI (HR: 4.17(1.78-9.79), 5.75(3.20-10.31)) compared to counterparts with low indices. DCA observed comparable clinical usefulness for predicting short-term postdischarge mortality. Furthermore, age SI and age MSI were not significantly associated with postdischarge prognosis for patients who received fibrinolysis.</p><p><strong>Conclusions: </strong>Age SI and age MSI were valuable instruments to identify high postdischarge mortality with comparable predictive ability compared with the classic scores, especially for events within 30 days after hospitalization.</p>","PeriodicalId":93874,"journal":{"name":"Annals of medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10851812/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139704158","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bowel health, defecation patterns and nutrient intake following adoption of a vegan diet: a randomized-controlled trial. 采用素食后的肠道健康、排便模式和营养摄入:随机对照试验。
Pub Date : 2024-12-01 Epub Date: 2024-02-07 DOI: 10.1080/07853890.2024.2305693
Julian Herter, Frieda Stübing, Volker Lüth, Julia Zimmermann, Ann-Kathrin Lederer, Luciana Hannibal, Roman Huber, Maximilian Andreas Storz

Background: The beneficial effects of a plant-based diet on gut microbiota diversity are well documented, however, its impact on clinical bowel health and defecation patterns are less well understood. Vegetarian diets have been associated with a higher bowel movement (BM) frequency as well as softer stools in cross-sectional studies. The effects of the de-novo adoption of a vegan diet on bowel health, however, have never been investigated in a randomized-controlled trial.

Materials and methods: The present study examined bowel health and defecation patterns in relation to diet and nutrient intake in a young and healthy sample of n = 65 physically-active German university students who were randomly assigned to either a vegan or a meat-rich diet for eight weeks. Bowel health assessment included the Bristol Stool Form Scale (BSFS), the Gastrointestinal Quality of Life Index (GIQLI) and the Cleveland Clinic Fecal Incontinence Score (CCFIS). Nutrient intake was assessed using weighed food diaries. The study was prospectively registered at the German Clinical Trial Register (DRKS00031541).

Results: Weekly BM frequency slightly increased in vegans, whereas it remained unaltered in participants assigned to a meat-rich diet. Fiber intake increased significantly in vegans (34.89 (18.46) g/d) whereas it decreased in those assigned to the meat-rich group (22.79 (12.5) g/d). No significant intergroup differences in BSFS and CCFIS patterns were observed. Adoption of a vegan diet neither resulted in a transient increase in abdominal discomfort nor in a decreased gastrointestinal quality of life, which was comparable across the diet groups.

Conclusions: The short-term de-novo adoption of a vegan diet did not negatively affect markers of bowel health in this study.

背景:以植物为基础的饮食对肠道微生物群多样性的有益影响已得到充分证实,但其对临床肠道健康和排便模式的影响却不甚了解。在横断面研究中,素食与较高的排便频率和较软的粪便有关。然而,在随机对照试验中,从未调查过重新采用素食对肠道健康的影响:本研究调查了肠道健康和排便模式与饮食和营养摄入的关系,调查对象是 n = 65 名身体健康的年轻德国大学生,他们被随机分配到素食或肉类丰富的饮食中,为期八周。肠道健康评估包括布里斯托粪便形式量表(BSFS)、胃肠道生活质量指数(GIQLI)和克利夫兰诊所大便失禁评分(CCFIS)。营养摄入量通过称重食物日记进行评估。该研究在德国临床试验注册中心进行了前瞻性注册(DRKS00031541):结果:素食者的每周便秘次数略有增加,而以肉类为主食的参与者则保持不变。素食者的纤维摄入量明显增加(34.89 (18.46) 克/天),而肉类丰富组的纤维摄入量则有所减少(22.79 (12.5) 克/天)。在 BSFS 和 CCFIS 模式中没有观察到明显的组间差异。采用纯素饮食既不会导致腹部不适的短暂增加,也不会导致胃肠道生活质量的下降,各饮食组的情况相当:结论:在这项研究中,短期内重新采用纯素饮食不会对肠道健康指标产生负面影响。
{"title":"Bowel health, defecation patterns and nutrient intake following adoption of a vegan diet: a randomized-controlled trial.","authors":"Julian Herter, Frieda Stübing, Volker Lüth, Julia Zimmermann, Ann-Kathrin Lederer, Luciana Hannibal, Roman Huber, Maximilian Andreas Storz","doi":"10.1080/07853890.2024.2305693","DOIUrl":"10.1080/07853890.2024.2305693","url":null,"abstract":"<p><strong>Background: </strong>The beneficial effects of a plant-based diet on gut microbiota diversity are well documented, however, its impact on clinical bowel health and defecation patterns are less well understood. Vegetarian diets have been associated with a higher bowel movement (BM) frequency as well as softer stools in cross-sectional studies. The effects of the de-novo adoption of a vegan diet on bowel health, however, have never been investigated in a randomized-controlled trial.</p><p><strong>Materials and methods: </strong>The present study examined bowel health and defecation patterns in relation to diet and nutrient intake in a young and healthy sample of <i>n</i> = 65 physically-active German university students who were randomly assigned to either a vegan or a meat-rich diet for eight weeks. Bowel health assessment included the Bristol Stool Form Scale (BSFS), the Gastrointestinal Quality of Life Index (GIQLI) and the Cleveland Clinic Fecal Incontinence Score (CCFIS). Nutrient intake was assessed using weighed food diaries. The study was prospectively registered at the German Clinical Trial Register (DRKS00031541).</p><p><strong>Results: </strong>Weekly BM frequency slightly increased in vegans, whereas it remained unaltered in participants assigned to a meat-rich diet. Fiber intake increased significantly in vegans (34.89 (18.46) g/d) whereas it decreased in those assigned to the meat-rich group (22.79 (12.5) g/d). No significant intergroup differences in BSFS and CCFIS patterns were observed. Adoption of a vegan diet neither resulted in a transient increase in abdominal discomfort nor in a decreased gastrointestinal quality of life, which was comparable across the diet groups.</p><p><strong>Conclusions: </strong>The short-term <i>de-novo</i> adoption of a vegan diet did not negatively affect markers of bowel health in this study.</p>","PeriodicalId":93874,"journal":{"name":"Annals of medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10854443/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139704233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association between sleep duration, depression and breast cancer in the United States: a national health and nutrition examination survey analysis 2009-2018. 美国睡眠时间、抑郁症和乳腺癌之间的关系:2009-2018 年全国健康与营养状况调查分析。
Pub Date : 2024-12-01 Epub Date: 2024-02-08 DOI: 10.1080/07853890.2024.2314235
Yufan Cai, Yizhou Zhaoxiong, Wei Zhu, Haiyu Wang

Objective: Breast cancer is the most common cancer in women, threatening both physical and mental health. The epidemiological evidence for association between sleep duration, depression and breast cancer is inconsistent. The aim of this study was to determine the association between them and build machine-learning algorithms to predict breast cancer.

Methods: A total of 1,789 participants from the National Health and Nutrition Examination Survey (NHANES) were included in the study, and 263 breast cancer patients were identified. Sleep duration was collected using a standardized questionnaire, and the Nine-item Patient Health Questionnaire (PHQ-9) was used to assess depression. Logistic regression yielded multivariable-adjusted breast cancer odds ratios (OR) and 95% confidence intervals (CI) for sleep duration and depression. Then, six machine learning algorithms, including AdaBoost, random forest, Boost tree, artificial neural network, limit gradient enhancement and support vector machine, were used to predict the development of breast cancer and find out the best algorithm.

Results: Body mass index (BMI), race and smoking were statistically different between breast cancer and non-breast cancer groups. Participants with depression were associated with breast cancer (OR = 1.99, 95%CI: 1.55-3.51). Compared with 7-9h of sleep, the ORs for <7 and >9 h of sleep were 1.25 (95% CI: 0.85-1.37) and 1.05 (95% CI: 0.95-1.15), respectively. The AdaBoost model outperformed other machine learning algorithms and predicted well for breast cancer, with an area under curve (AUC) of 0.84 (95%CI: 0.81-0.87).

Conclusions: No significant association was observed between sleep duration and breast cancer, and participants with depression were associated with an increased risk for breast cancer. This finding provides new clues into the relationship between breast cancer and depression and sleep duration, and provides potential evidence for subsequent studies of pathological mechanisms.

目的:乳腺癌是女性最常见的癌症,威胁着女性的身心健康。关于睡眠时间、抑郁和乳腺癌之间关系的流行病学证据并不一致。本研究旨在确定它们之间的关联,并建立预测乳腺癌的机器学习算法:研究共纳入了 1,789 名来自美国国家健康与营养调查(NHANES)的参与者,并确定了 263 名乳腺癌患者。研究人员使用标准化问卷收集睡眠时间,并使用九项患者健康问卷(PHQ-9)评估抑郁情况。逻辑回归得出了睡眠时间和抑郁的多变量调整后乳腺癌几率比(OR)和 95% 置信区间(CI)。然后,利用AdaBoost、随机森林、Boost树、人工神经网络、极限梯度增强和支持向量机等六种机器学习算法预测乳腺癌的发病情况,并找出最佳算法:身体质量指数(BMI)、种族和吸烟在乳腺癌组和非乳腺癌组之间存在统计学差异。患有抑郁症的参与者与乳腺癌相关(OR = 1.99,95%CI:1.55-3.51)。与 7-9 小时睡眠相比,9 小时睡眠的 OR 分别为 1.25(95% CI:0.85-1.37)和 1.05(95% CI:0.95-1.15)。AdaBoost模型优于其他机器学习算法,对乳腺癌的预测效果良好,曲线下面积(AUC)为0.84(95%CI:0.81-0.87):结论:在睡眠时间与乳腺癌之间没有观察到明显的关联,而患有抑郁症的参与者患乳腺癌的风险增加。这一发现为了解乳腺癌与抑郁和睡眠时间之间的关系提供了新线索,并为后续的病理机制研究提供了潜在证据。
{"title":"Association between sleep duration, depression and breast cancer in the United States: a national health and nutrition examination survey analysis 2009-2018.","authors":"Yufan Cai, Yizhou Zhaoxiong, Wei Zhu, Haiyu Wang","doi":"10.1080/07853890.2024.2314235","DOIUrl":"10.1080/07853890.2024.2314235","url":null,"abstract":"<p><strong>Objective: </strong>Breast cancer is the most common cancer in women, threatening both physical and mental health. The epidemiological evidence for association between sleep duration, depression and breast cancer is inconsistent. The aim of this study was to determine the association between them and build machine-learning algorithms to predict breast cancer.</p><p><strong>Methods: </strong>A total of 1,789 participants from the National Health and Nutrition Examination Survey (NHANES) were included in the study, and 263 breast cancer patients were identified. Sleep duration was collected using a standardized questionnaire, and the Nine-item Patient Health Questionnaire (PHQ-9) was used to assess depression. Logistic regression yielded multivariable-adjusted breast cancer odds ratios (OR) and 95% confidence intervals (CI) for sleep duration and depression. Then, six machine learning algorithms, including AdaBoost, random forest, Boost tree, artificial neural network, limit gradient enhancement and support vector machine, were used to predict the development of breast cancer and find out the best algorithm.</p><p><strong>Results: </strong>Body mass index (BMI), race and smoking were statistically different between breast cancer and non-breast cancer groups. Participants with depression were associated with breast cancer (OR = 1.99, 95%CI: 1.55-3.51). Compared with 7-9h of sleep, the ORs for <7 and >9 h of sleep were 1.25 (95% CI: 0.85-1.37) and 1.05 (95% CI: 0.95-1.15), respectively. The AdaBoost model outperformed other machine learning algorithms and predicted well for breast cancer, with an area under curve (AUC) of 0.84 (95%CI: 0.81-0.87).</p><p><strong>Conclusions: </strong>No significant association was observed between sleep duration and breast cancer, and participants with depression were associated with an increased risk for breast cancer. This finding provides new clues into the relationship between breast cancer and depression and sleep duration, and provides potential evidence for subsequent studies of pathological mechanisms.</p>","PeriodicalId":93874,"journal":{"name":"Annals of medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10854439/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139708730","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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