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Estimating cardiovascular mortality in patients with hypertension using machine learning: The role of depression classification based on lifestyle and physical activity 使用机器学习估计高血压患者的心血管死亡率:基于生活方式和身体活动的抑郁症分类的作用
IF 3.5 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-02-01 DOI: 10.1016/j.jpsychores.2024.112030
Xingyu Liu , Zeyu Luo , Fengshi Jing , Hao Ren , Changjin Li , Lei Wang , Tao Chen

Purpose

This study aims to harness machine learning techniques, particularly the Random Survival Forest (RSF) model, to assess the impact of depression on cardiovascular disease (CVD) mortality among hypertensive patients. A key objective is to elucidate the interplay between mental health, lifestyle, and physical activity while comparing the effectiveness of the RSF model against the traditional Cox proportional hazards model in predicting CVD mortality.

Methods

Data from the National Health and Nutrition Examination Survey (NHANES) spanning 2007 to 2014 were used for comprehensive depression screening. The Patient Health Questionnaire-9 (PHQ-9) was employed to categorize depression severity levels among participants. The final cohort included 9271 participants, selected after excluding those with incomplete data. Participants were followed up for a median of 7.1 years, and cardiovascular mortality was assessed up to December 31, 2019. We employed the RSF model to predict cardiovascular mortality with high effectiveness and precision. And to ensure comparability, we developed the traditional Cox proportional hazards model using the same set of predictors.

Results

RSF model outperformed the Cox proportional hazards model in predicting cardiovascular mortality among hypertensive patients with varying depression levels. The RSF model's integrated area under the curve (iAUC) scores were 0.842, 0.893, and 0.760 for none, mild, and severe depression, respectively, surpassing the Cox model's scores of 0.826, 0.805, and 0.746.

Conclusion

The RSF model provides a more accurate prediction of CVD mortality among hypertensive patients with varying degrees of depression, offering a valuable tool for personalized patient care. Its ability to stratify patients into risk categories can assist healthcare professionals in making informed decisions, underscoring the potential of machine learning in public health and clinical settings. This model demonstrates particular utility in settings where detailed, patient-specific risk assessments are critical for managing long-term health outcomes. Future research should focus on external validation and integration of more diverse variables to enhance predictive power.
目的:本研究旨在利用机器学习技术,特别是随机生存森林(RSF)模型,评估抑郁症对高血压患者心血管疾病(CVD)死亡率的影响。一个关键目标是阐明心理健康、生活方式和身体活动之间的相互作用,同时比较RSF模型与传统Cox比例风险模型在预测心血管疾病死亡率方面的有效性。方法:采用2007 - 2014年全国健康与营养调查(NHANES)数据进行抑郁症综合筛查。采用患者健康问卷-9 (PHQ-9)对参与者的抑郁严重程度进行分类。最终的队列包括9271名参与者,剔除了数据不完整的参与者。参与者的中位随访时间为7.1年,心血管死亡率评估截止到2019年12月31日。我们采用RSF模型预测心血管死亡率,具有较高的有效性和准确性。为了确保可比性,我们使用相同的预测因子建立了传统的Cox比例风险模型。结果:RSF模型在预测不同抑郁水平高血压患者心血管死亡率方面优于Cox比例风险模型。RSF模型无抑郁、轻度抑郁和重度抑郁的综合曲线下面积(iAUC)得分分别为0.842、0.893和0.760,超过了Cox模型的0.826、0.805和0.746。结论:RSF模型能更准确地预测不同抑郁程度高血压患者的心血管疾病死亡率,为患者的个性化护理提供了有价值的工具。它将患者分为风险类别的能力可以帮助医疗保健专业人员做出明智的决策,强调了机器学习在公共卫生和临床环境中的潜力。在详细的、针对具体患者的风险评估对管理长期健康结果至关重要的环境中,该模型显示出特别的实用性。未来的研究应注重外部验证和整合更多样化的变量,以提高预测能力。
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引用次数: 0
Joint effects of depressive symptoms and triglyceride-glucose index on cardiovascular events in acute coronary syndrome patients: The mediating role of TyGi 抑郁症状和甘油三酯-葡萄糖指数对急性冠脉综合征患者心血管事件的共同影响:TyGi的介导作用
IF 3.5 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-02-01 DOI: 10.1016/j.jpsychores.2024.112034
Chengqian Xu , Di Wang , Mengru Sun , Bingji Huang , Yini Wang , Ping Lin

Objective

Our aim was to explore the joint impacts of depressive symptoms along with triglyceride-glucose index (TyGi) on major adverse cardiovascular events (MACE) in patients who have acute coronary syndrome (ACS) and investigate whether the impact of depressive symptoms on MACE is mediated through the TyGi.

Methods

This extensive cohort study included 3681 ACS patients. Depressive symptoms and TyGi were assessed at baseline, and the patients were subsequently followed for two years to monitor the occurrence of MACE.

Results

Throughout the two-year monitoring period, 387 (10.5 %) patients with ACS experienced MACE. The TyGi was positively correlated with MACE risk (hazard ratio [HR]: 1.301, 95 % confidence interval [CI]: 1.112–1.522, p = .001). A nonlinear relation was observed between the TyGi and MACE (p for nonlinearity = 0.04). Joint analyses revealed that, unlike the non-depression & TyG low group, the depression & TyG low group had a two-fold elevation in MACE risk (HR: 2.108, 95 % CI: 1.499–2.966), while the depression & TyG high group represented an even higher risk (HR: 2.442, 95 % CI: 1.786–3.339). The mediation analysis results showcased that the TyGi was a significant mediator of the interplay between depressive symptoms and MACE.

Conclusion

Depressive symptoms and the TyGi jointly influence MACE risk in ACS patients, with the TyGi mediating this relation. Close monitoring and management of depressive symptoms and the TyGi are crucial during ACS rehabilitation.
目的:探讨抑郁症状与甘油三酯-葡萄糖指数(TyGi)对急性冠脉综合征(ACS)患者主要不良心血管事件(MACE)的共同影响,并探讨抑郁症状对MACE的影响是否通过TyGi介导。方法:这项广泛的队列研究纳入了3681例ACS患者。在基线时评估抑郁症状和TyGi,随后对患者进行为期两年的随访以监测MACE的发生。结果:在两年的监测期间,387例(10.5%)ACS患者经历了MACE。TyGi与MACE风险呈正相关(风险比[HR]: 1.301, 95%可信区间[CI]: 1.112-1.522, p = .001)。TyGi与MACE呈非线性关系(非线性p = 0.04)。联合分析显示,与非抑郁+ TyG低组不同,抑郁+ TyG低组MACE风险升高2倍(HR: 2.108, 95% CI: 1.499 ~ 2.966),而抑郁+ TyG高组MACE风险更高(HR: 2.442, 95% CI: 1.786 ~ 3.339)。中介分析结果显示TyGi是抑郁症状与MACE相互作用的显著中介。结论:抑郁症状和TyGi共同影响ACS患者的MACE风险,TyGi在其中起调节作用。密切监测和管理抑郁症状和TyGi在ACS康复过程中至关重要。
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引用次数: 0
A longitudinal study of resilience and social function in patients with colorectal cancer and stomas 结直肠癌和造口患者心理弹性和社会功能的纵向研究。
IF 3.5 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-02-01 DOI: 10.1016/j.jpsychores.2024.112013
Min Wang , Yanhua Xu , Bing Xiang Yang , Dan Luo , Hao Hou , Qian Liu

Objective

To explore the dynamic changes, influencing factors, and relationships between resilience and social function in patients with colorectal cancer (CRC) and stomas at different postoperative stages, and to inform precise psychosocial rehabilitation interventions.

Methods

A longitudinal study was conducted at a tertiary hospital in eastern China from January 2021 to June 2023. Patients completed a self-designed socio-demographic questionnaire one month post-surgery, and the Connor and Davidson Resilience Scale (CD-RISC) and Social Dysfunction Screening Scale (SDSS) at 1, 3, and 5 months post-surgery. Data were analyzed using repeated measures ANOVA, Spearman correlation, group-based trajectory modeling, and binary logistic regression.

Results

A total of 131 patients were included in the analysis. Resilience showed an initial increase followed by a decline, while social function consistently improved. A moderate negative correlation between social dysfunction and resilience was observed at all time points. Influencing factors for resilience and social function varied across different postoperative stages. Significant differences in resilience trajectories were observed based on education and family income. Resilience trajectories significantly impacted social function trajectories (OR 19.39, 95 % CI 2.46–152.91, P < 0.05).

Conclusions

This study identifies distinct trajectories of resilience and social function in patients with colorectal cancer and stomas. Low resilience is linked to severe social function deficits. Stage-specific interventions are crucial to enhance social adaptation and improve overall quality of life. Tailored support is needed throughout recovery to address the unique challenges faced by these patients.
目的探讨结直肠癌(CRC)和造口术患者在术后不同阶段的抗逆力和社会功能的动态变化、影响因素及其关系,为精准的心理康复干预提供依据:一项纵向研究于2021年1月至2023年6月在华东地区的一家三甲医院进行。患者在术后1个月填写了一份自行设计的社会人口学问卷,并在术后1、3和5个月填写了康纳和戴维森复原力量表(CD-RISC)和社会功能障碍筛查量表(SDSS)。数据分析采用了重复测量方差分析、斯皮尔曼相关性、基于组别的轨迹建模和二元逻辑回归等方法:结果:共有 131 名患者参与了分析。复原力最初有所提高,随后有所下降,而社会功能则持续改善。在所有时间点上,社会功能障碍与复原力之间均呈中度负相关。影响恢复力和社会功能的因素在术后不同阶段各不相同。根据教育程度和家庭收入的不同,复原力轨迹也存在显著差异。抗逆力轨迹对社会功能轨迹有明显影响(OR 19.39,95 % CI 2.46-152.91,P 结论:该研究发现了不同的抗逆力轨迹:本研究发现了结直肠癌和口腔癌患者不同的复原力和社会功能轨迹。低复原力与严重的社会功能缺陷有关。针对不同阶段的干预措施对于增强社会适应能力和提高整体生活质量至关重要。在整个康复过程中都需要有针对性的支持,以应对这些患者所面临的独特挑战。
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引用次数: 0
Sustained improvements in sick leave, fatigue and functional status following a concentrated micro-choice based treatment for patients with long COVID: A 1 year prospective uncontrolled study 长期COVID患者集中微选择治疗后病假、疲劳和功能状态的持续改善:一项为期1年的前瞻性非对照研究。
IF 3.5 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-02-01 DOI: 10.1016/j.jpsychores.2024.112023
Bente Frisk , Marte Jürgensen , Birgitte Espehaug , Eirik Søfteland , Gerd Kvale

Background

Long COVID has affected approximately 200 million people globally, with substantial consequences for the individuals, healthcare systems and society. Treatment guidelines lack clear recommendations regarding increased activity. This study aimed to evaluate primary outcomes as patients' satisfaction, illness perception and patient activation. In addition, potential changes in functional levels, sick leave, fatigue, dyspnea, and exercise capacity from baseline to 12-month follow-up after a concentrated micro-choice-based intervention in patients with long COVID.

Methods

This prospective interventional study, study start 26 May 2021, with 12-month follow-up included 78 patients with long COVID aged 19–67 years, mean age 40.3 ± 12.0 years. The intervention was structured into three equally important phases: pre-treatment preparation, a 3-day concentrated micro-choice-based intervention and integrating the changes into everyday living.

Results

At 3 and 12-month follow-ups, 71 (91 %) and 65 (83 %) patients, respectively completed questionnaires and physical tests. The patients reported significant enhancements in illness perception and health activation. Sick leave decreased significantly from 63 % at baseline to 43 % and 23 % at 3 and 12-month, respectively (p < 0.001). Fatigue decreased significantly at 3-month (mean difference (MD) = −5.5, 95 % CI: −6.6 to −4.3) and at 12-month (MD = −7.0, CI: −8.3 to −5.7). Functional level and exercise capacity increased (p < 0.001), and dyspnea decreased (p < 0.001), at both follow-ups regardless of baseline fatigue severity.

Conclusion

The micro-choice-based intervention for patients with long COVID was safe, highly satisfactory and significantly enhanced health activation alongside rapid improvements in functional levels and fatigue which continued improving throughout the follow-up year, together with significant reduction in sick leave.
背景:新冠肺炎疫情已影响到全球约2亿人,对个人、卫生保健系统和社会产生了重大影响。治疗指南缺乏关于增加活动的明确建议。本研究旨在评估患者满意度、疾病感知和患者激活的主要结局。此外,对长期感染COVID的患者进行集中微选择干预后,从基线到12个月随访期间,功能水平、病假、疲劳、呼吸困难和运动能力的潜在变化。方法:本前瞻性干预性研究于2021年5月26日开始,随访12个月,纳入78例长冠患者,年龄19-67岁,平均年龄40.3±12.0岁。干预分为三个同等重要的阶段:治疗前准备,为期3天的集中微选择干预,以及将改变融入日常生活。结果:随访3个月和12个月,分别有71例(91%)和65例(83%)患者完成问卷调查和体格检查。患者报告疾病感知和健康激活显著增强。病假从基线时的63%显著下降到3个月和12个月时的43%和23% (p结论:基于微选择的干预对长期COVID患者是安全的,非常令人满意的,显著增强了健康激活,同时功能水平和疲劳的快速改善在随访一年中持续改善,病假也显著减少。
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引用次数: 0
Health anxiety in cancer patients, assessed with the Whiteley Index 用Whiteley指数评估癌症患者的健康焦虑。
IF 3.5 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-02-01 DOI: 10.1016/j.jpsychores.2024.112017
Andreas Hinz , Mareike Ernst , Thomas Schulte , Markus Zenger , Michael Friedrich , Nadja Dornhöfer

Objective

Health anxiety (HA) is frequently observed in patients suffering from a severe disease such as cancer. This study aimed to test the psychometric properties of the Whiteley Index-7 (WI-7) measuring HA and to identify prognostic factors for heightened HA in cancer patients.

Methods

A sample of 1723 cancer patients, treated in a German rehabilitation clinic, completed the Whiteley Index-7, the Generalized Anxiety Disorder screener GAD-7, the Patient Health Questionnaire PHQ-9, the Fear of Progression questionnaire FoP-Q-12, the Concerns About Cancer Recurrence questionnaire CARQ-4, and two subscales of the EORTC QLQ-SURV100.

Results

The internal consistency of the WI-7 was good (Cronbach's α = 0.85), and the correlations between the WI-7 and other scales were as follows: 0.64 (GAD-7), 0.63 (PHQ-9), 0.75 (FoP-Q-12), 0.71 (CARQ-4), 0.66 (SURV-HD), and 0.75 (SURV-NHO). Women showed markedly higher levels of HA than men (effect size: d = 0.40), and patients aged 60 years and above reported lower levels of HA than younger patients (d = −0.32). Melanoma patients showed the highest HA mean score (M = 10.9), and patients receiving antibody therapy showed heightened levels of HA (M = 10.7). When considering age and sex, the effects of tumor type and treatment become smaller than in the univariate analyses.

Conclusion

The WI-7 is a suitable instrument for assessing HA in cancer patients. When evaluating the effects of cancer type or treatment on HA, one has to take into account the age and sex distribution. Younger patients and women deserve special attention regarding HA.
目的:健康焦虑(HA)常见于癌症等严重疾病患者。本研究旨在测试怀特利指数-7 (WI-7)测量血凝素的心理测量特性,并确定癌症患者血凝素升高的预后因素。方法:选取在德国某康复诊所接受治疗的1723例癌症患者,完成Whiteley指数-7、广泛性焦虑障碍筛查量表GAD-7、患者健康问卷PHQ-9、对进展的恐惧问卷top - q -12、对癌症复发的担忧问卷CARQ-4和EORTC QLQ-SURV100的两个子量表。结果:WI-7量表内部一致性较好(Cronbach’s α = 0.85),与其他量表的相关系数分别为:0.64 (GAD-7)、0.63 (PHQ-9)、0.75 (top - q -12)、0.71 (CARQ-4)、0.66 (SURV-HD)、0.75 (SURV-NHO)。女性的HA水平明显高于男性(效应值:d = 0.40), 60岁及以上患者的HA水平低于年轻患者(d = -0.32)。黑色素瘤患者HA平均评分最高(M = 10.9),接受抗体治疗的患者HA水平升高(M = 10.7)。当考虑年龄和性别时,肿瘤类型和治疗的影响比单变量分析的影响小。结论:WI-7是评价肿瘤患者血凝素的理想仪器。在评估癌症类型或治疗对血凝素的影响时,必须考虑到年龄和性别分布。年轻患者和女性在HA方面值得特别关注。
{"title":"Health anxiety in cancer patients, assessed with the Whiteley Index","authors":"Andreas Hinz ,&nbsp;Mareike Ernst ,&nbsp;Thomas Schulte ,&nbsp;Markus Zenger ,&nbsp;Michael Friedrich ,&nbsp;Nadja Dornhöfer","doi":"10.1016/j.jpsychores.2024.112017","DOIUrl":"10.1016/j.jpsychores.2024.112017","url":null,"abstract":"<div><h3>Objective</h3><div>Health anxiety (HA) is frequently observed in patients suffering from a severe disease such as cancer. This study aimed to test the psychometric properties of the Whiteley Index-7 (WI-7) measuring HA and to identify prognostic factors for heightened HA in cancer patients.</div></div><div><h3>Methods</h3><div>A sample of 1723 cancer patients, treated in a German rehabilitation clinic, completed the Whiteley Index-7, the Generalized Anxiety Disorder screener GAD-7, the Patient Health Questionnaire PHQ-9, the Fear of Progression questionnaire FoP-Q-12, the Concerns About Cancer Recurrence questionnaire CARQ-4, and two subscales of the EORTC QLQ-SURV100.</div></div><div><h3>Results</h3><div>The internal consistency of the WI-7 was good (Cronbach's α = 0.85), and the correlations between the WI-7 and other scales were as follows: 0.64 (GAD-7), 0.63 (PHQ-9), 0.75 (FoP-Q-12), 0.71 (CARQ-4), 0.66 (SURV-HD), and 0.75 (SURV-NHO). Women showed markedly higher levels of HA than men (effect size: <em>d</em> = 0.40), and patients aged 60 years and above reported lower levels of HA than younger patients (<em>d</em> = −0.32). Melanoma patients showed the highest HA mean score (M = 10.9), and patients receiving antibody therapy showed heightened levels of HA (M = 10.7). When considering age and sex, the effects of tumor type and treatment become smaller than in the univariate analyses.</div></div><div><h3>Conclusion</h3><div>The WI-7 is a suitable instrument for assessing HA in cancer patients. When evaluating the effects of cancer type or treatment on HA, one has to take into account the age and sex distribution. Younger patients and women deserve special attention regarding HA.</div></div>","PeriodicalId":50074,"journal":{"name":"Journal of Psychosomatic Research","volume":"189 ","pages":"Article 112017"},"PeriodicalIF":3.5,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142873329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparing autonomic nervous system function in patients with functional somatic syndromes, stress-related syndromes and healthy controls 比较功能性躯体综合征、应激相关综合征和健康对照患者的自主神经系统功能。
IF 3.5 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-02-01 DOI: 10.1016/j.jpsychores.2024.112025
Maaike Van Den Houte , Indra Ramakers , Lukas Van Oudenhove , Omer Van den Bergh , Katleen Bogaerts

Background

The goal of this study was to examine autonomic nervous system function by measuring heart rate (HR), heart rate variability (HRV), skin conductance levels (SCL), and peripheral skin temperature (ST) in response to and during recovery from psychosocial stressors in patients with functional somatic syndromes (FSS; fibromyalgia and/or chronic fatigue syndrome), stress-related syndromes (SRS; overstrain or burn-out), and healthy controls (HC).

Methods

Patients with FSS (n = 26), patients with SRS (n = 59), and HC (n = 30) went through a standardized psychosocial stress test consisting of a resting phase (120 s), the STROOP color word task (120 s), a mental arithmetic task (120 s) and a stress talk (120 s), each followed by a 120 s recovery period. HR, HRV, SCL, and ST were monitored continuously.

Results

Average HR and SCL were higher, and HRV was lower, in both patient groups compared to HC during rest (0.50 < Cohen's d < 0.97). A larger SC response to psychosocial stress was found in FSS compared to HC (d = 0.71). However, HR increased less during psychosocial stress and showed a smaller reduction during recovery in both patient groups compared to HC (0.68 < d < 0.98). HRV was lower in both patient groups compared to HC during recovery (0.91 < d < 0.98). There were no differences in ST levels or responses between groups.

Conclusions

Our results indicate a dominance of the sympathetic nervous system in both patient groups compared to controls, suggesting that autonomic nervous system dysfunction is a transdiagnostic feature for stress-related and functional somatic syndromes.
背景:本研究的目的是通过测量心率(HR)、心率变异性(HRV)、皮肤电导水平(SCL)和外周皮肤温度(ST)来检测功能性躯体综合征(FSS;纤维肌痛和/或慢性疲劳综合征),压力相关综合征(SRS;过度劳累或倦怠)和健康控制(HC)。方法:对FSS患者(n = 26)、SRS患者(n = 59)和HC患者(n = 30)进行标准化的心理社会压力测试,包括静息期(120s)、STROOP颜色单词任务(120s)、心算任务(120s)和应激谈话(120s),各进行120s的恢复期。连续监测HR、HRV、SCL、ST。结论:我们的研究结果表明,与对照组相比,两组患者在休息时的平均HR和SCL更高,HRV更低(0.50),这表明自主神经系统功能障碍是应激相关和功能性躯体综合征的跨诊断特征。
{"title":"Comparing autonomic nervous system function in patients with functional somatic syndromes, stress-related syndromes and healthy controls","authors":"Maaike Van Den Houte ,&nbsp;Indra Ramakers ,&nbsp;Lukas Van Oudenhove ,&nbsp;Omer Van den Bergh ,&nbsp;Katleen Bogaerts","doi":"10.1016/j.jpsychores.2024.112025","DOIUrl":"10.1016/j.jpsychores.2024.112025","url":null,"abstract":"<div><h3>Background</h3><div>The goal of this study was to examine autonomic nervous system function by measuring heart rate (HR), heart rate variability (HRV), skin conductance levels (SCL), and peripheral skin temperature (ST) in response to and during recovery from psychosocial stressors in patients with functional somatic syndromes (FSS; fibromyalgia and/or chronic fatigue syndrome), stress-related syndromes (SRS; overstrain or burn-out), and healthy controls (HC).</div></div><div><h3>Methods</h3><div>Patients with FSS (<em>n</em> = 26), patients with SRS (<em>n</em> = 59), and HC (<em>n</em> = 30) went through a standardized psychosocial stress test consisting of a resting phase (120 s), the STROOP color word task (120 s), a mental arithmetic task (120 s) and a stress talk (120 s), each followed by a 120 s recovery period. HR, HRV, SCL, and ST were monitored continuously.</div></div><div><h3>Results</h3><div>Average HR and SCL were higher, and HRV was lower, in both patient groups compared to HC during rest (0.50 &lt; Cohen's d &lt; 0.97). A larger SC response to psychosocial stress was found in FSS compared to HC (d = 0.71). However, HR increased less during psychosocial stress and showed a smaller reduction during recovery in both patient groups compared to HC (0.68 &lt; d &lt; 0.98). HRV was lower in both patient groups compared to HC during recovery (0.91 &lt; d &lt; 0.98). There were no differences in ST levels or responses between groups.</div></div><div><h3>Conclusions</h3><div>Our results indicate a dominance of the sympathetic nervous system in both patient groups compared to controls, suggesting that autonomic nervous system dysfunction is a transdiagnostic feature for stress-related and functional somatic syndromes.</div></div>","PeriodicalId":50074,"journal":{"name":"Journal of Psychosomatic Research","volume":"189 ","pages":"Article 112025"},"PeriodicalIF":3.5,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142928545","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diminished salivary cortisol response to mental stress predict all-cause mortality in general population 降低唾液皮质醇对精神压力的反应预测一般人群的全因死亡率。
IF 3.5 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-02-01 DOI: 10.1016/j.jpsychores.2024.112031
Han Yin , Zihan Gao , Mengyang Jia , Cheng Jiang , Yuanhao Wang , Dahui Xue , Jingnan Huang , Huhao Feng , Nana Jin , Jingjin Liu , Lixin Cheng , Qingshan Geng

Objectives

To characterize individuals with a diminished salivary cortisol response to mental stress, assess its association with all-cause mortality, and quantify the mediating effects of the most relevant and modifiable factors to identify potential target for prevention.

Methods

Data from MIDUS II study with a 16-year follow-up, were used to categorize 1129 participants as responders or non-responders based on the existence of increase in salivary cortisol under mental stress. LASSO-logistics analysis identified the most relevant factors. Cox regression models and restricted cubic splines evaluated the prognostic impact. Further analyses examined the mediating effects of identified factors on prognosis.

Results

After employing Inverse Probability of Treatment Weighting to adjust for demographic differences between groups, individuals with diminished cortisol responses were found to have higher levels of depressive symptoms (p = 0.050), increased inflammation (IL-6, 2.30 [1.41, 3.79] vs. 1.96[1.33, 3.31], p = 0.011), and were less likely to regularly exercise (74.3 % vs. 79.9 %, p = 0.030). IL-6 (OR: 1.25 [1.04, 1.52],p = 0.021) and regularly exercising (OR 0.71 [0.51, 0.97], p = 0.032) emerged as significant modifiable factors in multivariate analysis. A notable prognostic association of diminished cortisol response with all-cause mortality (HR = 1.33 [1.01–1.76], p = 0.046) was observed, consistent across various subgroups and supported by non-linear model analysis. Approximately 13 % of the mortality risk associated with diminished cortisol response was mediated by increased IL-6 levels (p = 0.043).

Conclusion

Diminished salivary cortisol response is linked to an increased risk of all-cause mortality, significantly mediated by elevated IL-6. This study offers a new perspective on prognostic prediction while highlighting potential avenues for intervention.
目的:研究唾液皮质醇对精神压力反应降低的个体特征,评估其与全因死亡率的关系,并量化最相关和可改变因素的中介作用,以确定潜在的预防目标。方法:来自MIDUS II研究的数据,随访16年,根据精神压力下唾液皮质醇升高的存在,将1129名参与者分为有反应者和无反应者。LASSO-logistics分析确定了最相关的因素。Cox回归模型和限制性三次样条评估预后影响。进一步的分析检查了确定的因素对预后的中介作用。结果:采用治疗加权逆概率来调整组间人口统计学差异后,皮质醇反应减弱的个体抑郁症状水平较高(p = 0.050),炎症增加(IL-6, 2.30[1.41, 3.79]对1.96[1.33,3.31],p = 0.011),并且不太可能定期锻炼(74.3%对79.9%,p = 0.030)。多因素分析显示,IL-6 (OR: 1.25 [1.04, 1.52],p = 0.021)和定期锻炼(OR: 0.71 [0.51, 0.97], p = 0.032)是显著的可改变因素。研究发现,皮质醇反应减弱与全因死亡率之间存在显著的预后相关性(HR = 1.33 [1.01-1.76], p = 0.046),这在不同亚组中是一致的,并得到非线性模型分析的支持。大约13%与皮质醇反应降低相关的死亡风险是由IL-6水平升高介导的(p = 0.043)。结论:唾液皮质醇反应降低与全因死亡风险增加有关,IL-6升高显著介导。这项研究为预后预测提供了一个新的视角,同时强调了潜在的干预途径。
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引用次数: 0
Cross-sectional study on the impact of adverse childhood experiences on psychological distress in patients with an implantable cardioverter-defibrillator 童年不良经历对植入式心律转复除颤器患者心理困扰影响的横断面研究。
IF 3.5 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-02-01 DOI: 10.1016/j.jpsychores.2024.112033
Marc Dörner , Roland von Känel , Aju P. Pazhenkottil , Rahel Altwegg , Noelle König , Ladina Nager , Veronica Attanasio , Lisa Guth , Sina Zirngast , Anna Menzi , Mary Princip , Claudia Zuccarella-Hackl
Objective: Previous studies implied detrimental effects of adverse childhood experiences (ACE) on cardiovascular disease and mental health. Still, data on the influence of ACE on psychological distress in patients with an implantable cardioverter-defibrillator (ICD) are lacking. Methods: We prospectively recruited 423 patients with an ICD. To determine associations between ACE (ACE questionnaire, cut-off ≥4), depression (Patient Health Questionnaire-8), anxiety (Generalized Anxiety Disorder-7 scale), and post-traumatic stress disorder (PTSD) symptoms (Post-Traumatic Stress Diagnostic Scale), we conducted a binary logistic regression analysis. Regression models were adjusted for conventional risk factors of psychological distress in ICD patients. To identify indirect mediating effects of resilience (Resilience Scale) on ACE and psychological distress, we applied the PROCESS regression path analysis modeling tool. Results: 49.1 % of all patients reported at least one ACE, and 9.7 % experienced even four or more ACE. A high-risk ACE profile (≥ 4) was associated with higher levels of anxiety (OR 3.68, 95 % CI 1.37–9.84, p = 0.009), depression (OR 4.08, 95 % CI 1.67–9.97, p = 0.002), and PTSD symptoms (OR 2.20, 95 % CI 1.03–5.21, p = 0.041). Greater resilience partially mediated the relationship between ACE and depression (indirect effect 0.11, 95 % CI 0.01–0.26) as well as anxiety (indirect effect 0.08, 95 % CI 0.008–0.19). Conclusions: The current study suggests an association between ACE and psychological distress in patients with an ICD. However, resilience could mitigate the adverse effects of ACE. Future studies should strive to unravel the complex mechanisms of ACE and its effects on cardiovascular and mental health in ICD patients.
目的:以往的研究表明童年不良经历对心血管疾病和心理健康有不利影响。然而,关于ACE对植入式心律转复除颤器(ICD)患者心理困扰的影响的数据仍然缺乏。方法:前瞻性招募423例ICD患者。为了确定ACE (ACE问卷,截止值≥4)、抑郁(患者健康问卷-8)、焦虑(广泛性焦虑障碍-7量表)和创伤后应激障碍(PTSD)症状(创伤后应激诊断量表)之间的相关性,我们进行了二元logistic回归分析。对ICD患者心理困扰的传统危险因素进行回归模型调整。为了确定弹性(弹性量表)对ACE和心理困扰的间接中介作用,我们采用了PROCESS回归路径分析建模工具。结果:49.1%的患者报告了至少一次ACE, 9.7%的患者甚至经历了四次或更多ACE。高危ACE谱(≥4)与较高水平的焦虑(OR 3.68, 95% CI 1.37-9.84, p = 0.009)、抑郁(OR 4.08, 95% CI 1.67-9.97, p = 0.002)和PTSD症状(OR 2.20, 95% CI 1.03-5.21, p = 0.041)相关。更大的心理弹性部分介导了ACE与抑郁(间接效应0.11,95% CI 0.01-0.26)和焦虑(间接效应0.08,95% CI 0.008-0.19)之间的关系。结论:目前的研究表明,ACE与ICD患者的心理困扰之间存在关联。然而,弹性可以减轻ACE的不良影响。未来的研究应努力揭示ACE的复杂机制及其对ICD患者心血管和心理健康的影响。
{"title":"Cross-sectional study on the impact of adverse childhood experiences on psychological distress in patients with an implantable cardioverter-defibrillator","authors":"Marc Dörner ,&nbsp;Roland von Känel ,&nbsp;Aju P. Pazhenkottil ,&nbsp;Rahel Altwegg ,&nbsp;Noelle König ,&nbsp;Ladina Nager ,&nbsp;Veronica Attanasio ,&nbsp;Lisa Guth ,&nbsp;Sina Zirngast ,&nbsp;Anna Menzi ,&nbsp;Mary Princip ,&nbsp;Claudia Zuccarella-Hackl","doi":"10.1016/j.jpsychores.2024.112033","DOIUrl":"10.1016/j.jpsychores.2024.112033","url":null,"abstract":"<div><div>Objective: Previous studies implied detrimental effects of adverse childhood experiences (ACE) on cardiovascular disease and mental health. Still, data on the influence of ACE on psychological distress in patients with an implantable cardioverter-defibrillator (ICD) are lacking. Methods: We prospectively recruited 423 patients with an ICD. To determine associations between ACE (ACE questionnaire, cut-off ≥4), depression (Patient Health Questionnaire-8), anxiety (Generalized Anxiety Disorder-7 scale), and post-traumatic stress disorder (PTSD) symptoms (Post-Traumatic Stress Diagnostic Scale), we conducted a binary logistic regression analysis. Regression models were adjusted for conventional risk factors of psychological distress in ICD patients. To identify indirect mediating effects of resilience (Resilience Scale) on ACE and psychological distress, we applied the PROCESS regression path analysis modeling tool. Results: 49.1 % of all patients reported at least one ACE, and 9.7 % experienced even four or more ACE. A high-risk ACE profile (≥ 4) was associated with higher levels of anxiety (OR 3.68, 95 % CI 1.37–9.84, <em>p</em> = 0.009), depression (OR 4.08, 95 % CI 1.67–9.97, <em>p</em> = 0.002), and PTSD symptoms (OR 2.20, 95 % CI 1.03–5.21, <em>p</em> = 0.041). Greater resilience partially mediated the relationship between ACE and depression (indirect effect 0.11, 95 % CI 0.01–0.26) as well as anxiety (indirect effect 0.08, 95 % CI 0.008–0.19). Conclusions: The current study suggests an association between ACE and psychological distress in patients with an ICD. However, resilience could mitigate the adverse effects of ACE. Future studies should strive to unravel the complex mechanisms of ACE and its effects on cardiovascular and mental health in ICD patients.</div></div>","PeriodicalId":50074,"journal":{"name":"Journal of Psychosomatic Research","volume":"189 ","pages":"Article 112033"},"PeriodicalIF":3.5,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142958024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","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 of depressive symptom trajectories with chronic kidney disease in middle-aged and older adults 中老年人慢性肾脏疾病与抑郁症状轨迹的关系
IF 3.5 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-02-01 DOI: 10.1016/j.jpsychores.2024.112036
Longyang Han , Yiqun Li , Minglan Jiang , Xiao Ren , Wenyan Wu , Xiaowei Zheng

Introduction

This study aimed to investigate the association between trajectories of depressive symptoms and the subsequent risk of chronic kidney disease (CKD) by measuring depressive symptoms repeatedly in older adults with normal renal function.

Methods

A total of 9650 participants, comprising community-dwelling middle-aged and older adults from the China Health and Retirement Longitudinal Study, were included. Depressive symptoms were assessed at three time points: Wave 1 (2011−2012), Wave 2 (2013–2014), and Wave 3 (2015–2016). Trajectories of depressive symptoms were determined using latent mixed models, and the association between these trajectories and CKD was verified using COX proportional hazards models.

Results

Five trajectory patterns of depressive symptoms were identified: low CESD-10 score (Low-Stable, 3702 participants, 38.36 %), moderate CESD-10 score (Moderate-Stable, 3602 participants, 37.33 %), continuously increasing CESD-10 score from moderate initiation (Moderate-Increasing, 825 participants, 8.55 %), continuously decreasing CESD-10 score from high initiation (High-Decreasing, 1032 participants, 10.69 %), and stable high CESD-10 score (High-stable, 489 participants, 5.07 %). During the two-year follow-up period from Wave 3 to Wave 4 (2017–2018), 420 CKD events occurred. Participants in the Moderate-Stable, Moderate-Increasing, High-Decreasing, and High-Stable groups had an increased risk of developing CKD compared to those in the Low-Stable group, with multivariable-adjusted hazard ratios (95 % confidence interval) were 1.32 (1.02–1.71), 1.68 (1.15–2.45), 2.26 (1.63–3.13), and 3.73 (2.57–5.43), respectively, comparted to those with low-stable trajectory.

Conclusion

Middle-aged and older adults with increasing (Moderate-Increasing) and persistent depressive symptoms (including Moderate-Stable, High-Decreasing, and High-Stable) face a higher risk of developing CKD over time.
本研究旨在通过反复测量肾功能正常的老年人的抑郁症状,探讨抑郁症状轨迹与随后发生慢性肾脏疾病(CKD)风险之间的关系。方法:共纳入9650名参与者,包括来自中国健康与退休纵向研究的社区居住中老年人。在三个时间点评估抑郁症状:第1波(2011-2012年)、第2波(2013-2014年)和第3波(2015-2016年)。使用潜在混合模型确定抑郁症状的轨迹,并使用COX比例风险模型验证这些轨迹与CKD之间的关联。结果:确定了5种抑郁症状轨迹模式:低CESD-10评分(低稳定,3702人,38.36%)、中度CESD-10评分(中稳定,3602人,37.33%)、中度起始持续升高的CESD-10评分(中升高,825人,8.55%)、高起始持续降低的CESD-10评分(高降低,1032人,10.69%)、稳定的高CESD-10评分(高稳定,489人,5.07%)。在从第三波到第四波(2017-2018)的两年随访期间,发生了420例CKD事件。与低稳定组相比,中稳定组、中增加组、高减少组和高稳定组的参与者发生CKD的风险增加,多变量校正风险比(95%置信区间)分别为1.32(1.02-1.71)、1.68(1.15-2.45)、2.26(1.63-3.13)和3.73(2.57-5.43)。结论:随着时间的推移,伴有加重(中度加重)和持续抑郁症状(包括中度稳定型、高减轻型和高稳定型)的中老年患者发展为CKD的风险更高。
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引用次数: 0
Meaning in life as a pathway to longevity and better health outcomes 生命的意义是通往长寿和健康的途径。
IF 3.5 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-02-01 DOI: 10.1016/j.jpsychores.2024.112035
Rizky Andana Pohan , Ririn Dwi Astuti , Nining Maizura , Putri Bunga Aisyah Pohan , Erfan Ramadhani , Rikas Saputra
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引用次数: 0
期刊
Journal of Psychosomatic Research
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