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In-Hospital Mortality by Race and Ethnicity Among Hospitalized COVID-19 Patients Using Data From the US National COVID Cohort Collaborative 利用美国国家 COVID 队列协作组的数据,按种族和族裔分列 COVID-19 住院病人的住院死亡率
Pub Date : 2024-04-24 DOI: 10.1016/j.ajmo.2024.100070
Antonije Lazic , J. Mick Tilford , Bradley C. Martin , Mandana Rezaeiahari , Anthony Goudie , Ahmad Baghal , Melody Greer

Background

Studies examining racial and ethnic disparities in-hospital mortality for patients hospitalized with COVID-19 had mixed results. Findings from patients within academic medical centers (AMCs) are lacking, but important given the role of AMCs in improving health equity.

Objective

The purpose of this study is to assess whether minority patients hospitalized with COVID-19 in National COVID Cohort Collaborative (N3C) institutions, which consist predominantly of AMCs, have higher mortality rates relative to White patients.

Design

A retrospective analysis of patients hospitalized with COVID-19 was performed. Logistic regression analysis was used to test the primary hypothesis. A separate analysis tested whether there were differences by race and ethnicity during the delta variant phase of the pandemic.

Patients

All hospitalized patients with COVID-19 who were above 17 years old were categorized by race and ethnicity as Black, Hispanic, Asian, White, Other, and Unknown.

Main Measures

In-hospital mortality for patients with a known hospital outcome formed the primary outcome measure. Race and ethnicity were the primary independent variables.

Key Results

There were 103,702 in-hospital Covid-19 admissions with 14,207 (13.7%) hospital deaths. Unadjusted in-hospital mortality for White patients was approximately 26% higher than for Black patients. After multivariable adjustment, none of the racial and ethnic groups had significantly different odds of in-hospital mortality compared to White patients. Only Hispanic patients had an odds ratio greater than one that was insignificant (OR = 1.06; 95% CI = 0.92-1.20). Findings for the delta variant phase were similar with the exception of the unknown category (OR = 1.90; 95% CI = 1.05-3.46).

Conclusions

Disparities in-hospital mortality outcomes by race or ethnicity were not found in COVID-19 patients hospitalized in AMCs. AMCs are expected to lead health delivery systems in eliminating disparities associated with structural racism. The null findings are consistent with the hypothesis of no difference in hospital outcomes by race or ethnicity in academic medical centers.

背景对COVID-19住院患者院内死亡率的种族和民族差异的研究结果不一。本研究旨在评估在国家 COVID 队列协作(N3C)机构(主要由 AMC 组成)住院的 COVID-19 少数民族患者的死亡率是否高于白人患者。采用逻辑回归分析来检验主要假设。患者所有 17 岁以上的 COVID-19 住院患者均按种族和族裔分为黑人、西班牙裔、亚裔、白人、其他族裔和未知族裔。种族和民族是主要的自变量。主要结果共有 103,702 例 Covid-19 住院患者,其中 14,207 例(13.7%)在医院死亡。白人患者未经调整的院内死亡率比黑人患者高出约26%。经多变量调整后,与白人患者相比,所有种族和族裔群体的院内死亡几率均无明显差异。只有西班牙裔患者的几率比大于1,但并不显著(OR = 1.06; 95% CI = 0.92-1.20)。除了未知类别(OR = 1.90; 95% CI = 1.05-3.46)外,delta 变异阶段的结果与此类似。AMC有望引领医疗服务系统消除与结构性种族主义相关的差异。无效研究结果与学术医疗中心中不同种族或族裔住院结果无差异的假设一致。
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引用次数: 0
Prevalence of Metabolic Syndrome Among Emerging Adult Cannabis Users by Race/Ethnicity: Analysis of the 2009-2018 National Health and Nutrition Examination Surveys 按种族/族裔划分的新兴成年大麻使用者代谢综合征患病率:2009-2018 年全国健康与营养调查分析
Pub Date : 2024-03-28 DOI: 10.1016/j.ajmo.2024.100069
Amrit Baral MBBS, MPH , Jingxin Liu MPH , Sandra Garcia-Davis MPH , Bria-Necole A. Diggs MSPH , Lizelh Ayala BA , Anurag Aka , Yash S. Agrawal , Sarah E. Messiah PhD, MPH, FTOS , Denise C. Vidot PhD

Background

Association between cannabis use and metabolic syndrome (MetS) has been documented; yet variation by race/ethnicity is understudied. We examined cannabis use and MetS by race/ethnicity among emerging adults (18-25 years old), the age group with the highest prevalence of cannabis use.

Methods

Data from 18- to 25-year-olds who completed the National Health and Nutrition Examination Survey (2009-2018) were analyzed. Current cannabis use was defined as ≥1 day of use in the last 30 days. MetS was defined using standardized guidelines as ≥3 of the following: elevated fasting glucose, triglycerides, systolic (SBP) and/or diastolic blood pressure (DPB), waist circumference, and/or low high-density lipoprotein (HDL) cholesterol. Logistic regression was used to examine the association between current cannabis use (CCU) and MetS, adjusting for covariates.

Results

Of 3974 respondents, 48.8% were female, mean age 21.1 years (SD = 2.4), 56.7% non-Hispanic white, 20.4% Hispanic, and 14.0% non-Hispanic black (NHB). Hispanics had the highest MetS prevalence (7.9%) and lowest CCU prevalence (23.5%). NHB had highest CCU prevalence (33.4%, P < .0001) and lowest MetS prevalence (4.8%, P = .2543). CCUs had a higher mean SBP (P = .020) and Hispanics (P = .002) than never users. Conversely, NHB CCUs exhibited lower mean SBP than NHB never users (P = .008). CCUs had 42% reduced odds of MetS than never users (AOR: 0.58, 95% CI: 0.35-0.95). Among NHB, CCUs had 78% lower likelihood of having MetS than never users (AOR: 0.22, 95% CI: 0.06-0.81).

Conclusions

Cannabis use impacts MetS and blood pressure differently by race/ethnicity. Current cannabis use was associated with lower odds of MetS overall and among NHB. Further research is warranted to investigate how administration routes, dosages, and usage duration affect MetS.

背景大麻使用与代谢综合征(MetS)之间的关系已有文献记载,但不同种族/族裔之间的差异却未得到充分研究。我们研究了新兴成年人(18-25 岁)中按种族/族裔划分的大麻使用情况和 MetS,他们是大麻使用率最高的年龄组。目前使用大麻的定义是在过去 30 天内使用大麻≥1 天。MetS 采用标准化指南定义,即空腹血糖、甘油三酯、收缩压和/或舒张压、腰围和/或高密度脂蛋白胆固醇≥3。结果 在 3974 名受访者中,48.8% 为女性,平均年龄 21.1 岁(SD = 2.4),56.7% 为非西班牙裔白人,20.4% 为西班牙裔,14.0% 为非西班牙裔黑人(NHB)。西班牙裔的 MetS 患病率最高(7.9%),CCU 患病率最低(23.5%)。非西班牙裔黑人的 CCU 患病率最高(33.4%,P < .0001),MetS 患病率最低(4.8%,P = .2543)。与从未使用者相比,CCU 的平均 SBP(P = .020)和西班牙裔(P = .002)更高。相反,NHB CCU 的平均 SBP 低于 NHB 从未使用者(P = .008)。与从未使用者相比,CCU 患 MetS 的几率降低了 42%(AOR:0.58,95% CI:0.35-0.95)。结论不同种族/族裔使用大麻对 MetS 和血压的影响不同。目前使用大麻与总体 MetS 和 NHB 的较低几率有关。有必要进一步研究给药途径、剂量和使用时间对 MetS 的影响。
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引用次数: 0
Long COVID Definition, Symptoms, Risk Factors, Epidemiology and Autoimmunity: A Narrative Review 长COVID的定义、症状、风险因素、流行病学和自身免疫学--叙述性综述
Pub Date : 2024-02-14 DOI: 10.1016/j.ajmo.2024.100068
Paweł Kozłowski , Aleksandra Leszczyńska , Olga Ciepiela

The virus called SARS-CoV-2 emerged in 2019 and quickly spread worldwide, causing COVID-19. It has greatly impacted on everyday life, healthcare systems, and the global economy. In order to save as many lives as possible, precautions such as social distancing, quarantine, and testing policies were implemented, and effective vaccines were developed. A growing amount of data collected worldwide allowed the characterization of this new disease, which turned out to be more complex than other common respiratory tract infections. An increasing number of convalescents presented with a variety of nonspecific symptoms emerging after the acute infection. This possible new global health problem was identified and labelled as long COVID. Since then, a great effort has been made by clinicians and the scientific community to understand the underlying mechanisms and to develop preventive measures and effective treatment. The role of autoimmunity induced by SARS-CoV-2 infection in the development of long COVID is discussed in this review. We aim to deliver a description of several conditions with an autoimmune background observed in COVID-19 convalescents, including Guillain-Barré syndrome, antiphospholipid syndrome and related thrombosis, and Kawasaki disease highlighting a relationship between SARS-CoV-2 infection and the development of autoimmunity. However, further studies are required to determine its true clinical significance.

被称为 SARS-CoV-2 的病毒于 2019 年出现,并迅速在全球蔓延,引发了 COVID-19。它对日常生活、医疗系统和全球经济造成了巨大影响。为了挽救尽可能多的生命,人们采取了社会隔离、检疫和检测政策等预防措施,并开发了有效的疫苗。世界各地收集到的数据越来越多,这使得这种新疾病的特征得以确定,事实证明,它比其他常见的呼吸道感染更为复杂。越来越多的康复者在急性感染后出现各种非特异性症状。这一可能出现的新的全球性健康问题被确认并命名为 "长期 COVID"。从那时起,临床医生和科学界一直在努力了解其基本机制,并开发预防措施和有效的治疗方法。本综述讨论了 SARS-CoV-2 感染诱导的自身免疫在长 COVID 发病中的作用。我们旨在描述在 COVID-19 康复者中观察到的几种具有自身免疫背景的病症,包括格林-巴利综合征、抗磷脂综合征和相关血栓形成,以及川崎病,强调 SARS-CoV-2 感染与自身免疫发展之间的关系。然而,要确定其真正的临床意义,还需要进一步的研究。
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引用次数: 0
Smoking Increases Mortality Risk Among African Americans With Chronic Kidney Disease 吸烟增加非裔美国人患慢性肾病的死亡风险
Pub Date : 2024-02-02 DOI: 10.1016/j.ajmo.2024.100066
Srikanta Banerjee , Jagdish Khubchandani , W. Sumner Davis

Background

Smoking and chronic kidney disease (CKD) have a disproportionately high prevalence among African American (AA) adults, but their impact on mortality among AA adults is not well known.

Methods

Given the lack of evidence in published literature on specific factors affecting the relationship between CKD and mortality among AA adults, we examined the influence of smoking on mortality among AA adults with CKD. National Health and Nutrition Examination Survey (NHANES, 1999-2010) data were analyzed with study participants prospectively followed up for mortality analysis through December 31, 2019, using National Death Index (NDI) death certificate records.

Results

A total of 6,108 AA adults were included in the study sample, with more than two-fifths (44.9%) being smokers and 6.3% having CKD. AA individuals with CKD had 2.22 (95% CI = 1.38-3.57) times the risk of cardiovascular mortality, but when stratified by smoking, AA individuals with CKD who were current smokers had 3.21 times the risk of cardiovascular mortality. Similarly, in AA with CKD, the risk of all-cause mortality was 3.53 (95% CI = 1.31-9.47), but when stratified by smoking status, AA individuals with CKD who were current smokers had 5.54 times the risk of all-cause mortality.

Conclusions

Smoking and CKD are highly prevalent in AA individuals and frequently cooccur, leading to higher rates of mortality. Smoking cessation interventions should be a priority in collaborative care models and interdisciplinary care teams for AA with CKD and current smoker status.

背景吸烟和慢性肾脏病(CKD)在非裔美国人(AA)成年人中的发病率过高,但它们对非裔美国人成年人死亡率的影响却不甚了解。方法鉴于已发表的文献中缺乏影响非裔美国人成年人CKD和死亡率之间关系的具体因素的证据,我们研究了吸烟对患有CKD的非裔美国人成年人死亡率的影响。我们分析了美国国家健康与营养调查(NHANES,1999-2010 年)的数据,并利用美国国家死亡指数(NDI)的死亡证明记录,对研究参与者进行了前瞻性随访,以分析其截至 2019 年 12 月 31 日的死亡率。结果 共有 6108 名 AA 族成年人被纳入研究样本,其中超过五分之二(44.9%)的人吸烟,6.3% 的人患有 CKD。患有慢性肾脏病的 AA 族人的心血管死亡风险是普通人的 2.22 倍(95% CI = 1.38-3.57),但如果按吸烟情况进行分层,目前吸烟的患有慢性肾脏病的 AA 族人的心血管死亡风险是普通人的 3.21 倍。同样,在患有慢性肾脏病的 AA 人中,全因死亡风险为 3.53(95% CI = 1.31-9.47),但如果按吸烟状况进行分层,目前吸烟的患有慢性肾脏病的 AA 人的全因死亡风险为 5.54 倍。对于患有慢性肾脏病且目前吸烟的 AA 族人,戒烟干预应成为合作护理模式和跨学科护理团队的优先考虑事项。
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引用次数: 0
Digital Health Tools: Are They Effective for Managing Diabetes in the Elderly During the Digital Era? 数字健康工具:数字时代的数字健康工具对管理老年人糖尿病有效吗?
Pub Date : 2024-02-02 DOI: 10.1016/j.ajmo.2024.100067
Sarah Herawangsa , Iwal Reza Ahdi , Zulvikar Syambani Ulhaq MD, PhD
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引用次数: 0
Healthcare Workers on the Frontlines of War: Essential Roles and Responsibilities 战争前线的医护人员:基本角色与责任
Pub Date : 2024-01-24 DOI: 10.1016/j.ajmo.2024.100064
Yash Sailesh Kumar , Jasmine Shanthi Kamath

This article explores the indispensable roles and responsibilities of healthcare workers on the frontlines of war, where they grapple with the profound challenges posed by conflict. In the midst of decimated healthcare infrastructure, these professionals become pivotal in delivering urgent medical care while facing significant risks. Beyond immediate healing, healthcare workers navigate the psychological toll of war, addressing widespread trauma and limited mental health support. They emerge as advocates for peace, documenting atrocities, and contribute to postwar recovery by rebuilding healthcare systems, providing psychosocial support, and participating in public health initiatives. This article illuminates the multifaceted impact of conflict on healthcare, underscoring the urgency for international cooperation and the safeguarding of healthcare workers in addressing the complex and pressing intersection of health and war.

这篇文章探讨了战争前线医疗工作者不可或缺的角色和责任,他们在那里努力应对冲突带来的深刻挑战。在医疗基础设施遭到严重破坏的情况下,这些专业人员在提供紧急医疗护理方面发挥着关键作用,同时也面临着巨大的风险。除了即时治疗,医护人员还要应对战争造成的心理创伤,解决普遍存在的心理创伤和有限的心理健康支持。他们成为和平的倡导者,记录暴行,并通过重建医疗系统、提供社会心理支持和参与公共卫生活动,为战后恢复做出贡献。这篇文章阐明了冲突对医疗保健的多方面影响,强调了国际合作和保护医疗保健工作者的紧迫性,以解决复杂而紧迫的医疗保健与战争的交叉问题。
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引用次数: 0
Collective Weakness and Fluidity in Weakness Status Associated With Basic Self-Care Limitations in Older Americans 美国老年人的集体乏力和乏力状态的不稳定性与基本自理能力受限有关
Pub Date : 2024-01-22 DOI: 10.1016/j.ajmo.2024.100065
Ryan McGrath , Brenda M. McGrath , Soham Al Snih , Peggy M. Cawthon , Brian C. Clark , Halli Heimbuch , Mark D. Peterson , Yeong Rhee

Aims

To examine the associations of (1) absolute and normalized weakness cut-points, (2) collective weakness categories, and (3) changes in weakness status on future activities of daily living (ADL) limitations in older Americans.

Methods

The analytic sample included 11,656 participants aged ≥65 years from the 2006-2018 waves of the RAND Health and Retirement Study. ADL were self-reported. A handgrip dynamometer was used to measure handgrip strength (HGS). Males were classified as weak if their HGS was <35.5 kg (absolute), <0.45 kg/kg (body mass normalized), or <1.05 kg/kg/m2 (body mass index [BMI] normalized); females were considered weak if their HGS was <20.0 kg, <0.337 kg/kg, or <0.79 kg/kg/m2. Participants were similarly categorized as being below 1, 2, or all 3 absolute and normalized cut-points. These collective categories were also used to classify observed changes in weakness status over time (onset, persistent, progressive, recovery).

Results

Older Americans below absolute and normalized weakness cut-points had greater future ADL limitations odds: 1.34 (95% confidence interval [CI]: 1.22-1.47) for absolute, 1.36 (CI: 1.24-1.50) for BMI normalized, and 1.56 (CI: 1.41-1.73) for body mass normalized. Persons below 1, 2, or 3 cut-points had 1.36 (CI: 1.19-1.55), 1.60 (CI: 1.41-1.80), and 1.70 (CI: 1.50-1.92) greater odds for future ADL limitations, respectively. Those in each changing weakness classification had greater future ADL limitation odds: 1.28 (CI: 1.01-1.62) for onset, 1.53 (CI: 1.22-1.92) for persistent, 1.72 (CI: 1.36-2.19) for progressive, and 1.34 (CI: 1.08-1.66) for recovery.

Conclusions

The presence of weakness, regardless of cut-point and change in status over time, was associated with greater odds for future ADL limitations.

目的研究(1)绝对和归一化虚弱切点、(2)集体虚弱类别以及(3)虚弱状态变化对美国老年人未来日常生活活动(ADL)限制的影响。ADL均为自我报告。使用手握力计测量手握力(HGS)。如果男性的 HGS 为<35.5 kg(绝对值)、<0.45 kg/kg(体重正常化)或<1.05 kg/kg/m2(体重指数 [BMI] 正常化),则被归类为体力弱;如果女性的 HGS 为<20.0 kg、<0.337 kg/kg或<0.79 kg/kg/m2,则被视为体力弱。同样,参与者也被分为低于 1、2 或全部 3 个绝对值和归一化切点。这些集体类别也用于对观察到的虚弱状态随时间的变化进行分类(开始、持续、进行性、恢复)。结果低于绝对和正常化虚弱临界点的美国老年人未来ADL受限的几率更大:绝对值为 1.34(95% 置信区间 [CI]:1.22-1.47),BMI 正常化值为 1.36(CI:1.24-1.50),体重正常化值为 1.56(CI:1.41-1.73)。低于 1、2 或 3 个切点的人未来出现 ADL 受限的几率分别为 1.36(CI:1.19-1.55)、1.60(CI:1.41-1.80)和 1.70(CI:1.50-1.92)。在每个不断变化的虚弱分类中,未来 ADL 受限的几率都更大:结论 无论切点和状态随时间的变化如何,存在虚弱都与未来ADL受限的几率增大有关。
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引用次数: 0
The Impact of Iron Deficiency on Disease Severity and Myocardial Function in Cardiac Amyloidosis 缺铁对心脏淀粉样变性疾病严重程度和心肌功能的影响
Pub Date : 2023-12-19 DOI: 10.1016/j.ajmo.2023.100063
Pieter Martens , Lauren Ives , Christopher Nguyen , Deborah Kwon , Mazen Hanna , W. H. Wilson Tang

Background

Reduced cardiac energy is a hallmark feature of heart failure and is common in cardiac amyloidosis (CA) and can be aggravated by the presence of iron deficiency.

Methods

Retrospective analysis of a single tertiary care center CA registry. Prevalence of iron deficiency was determined based on two definitions: (1) Classic definition, ferritin < 100 µg/L irrespective of transferin saturation (TSAT) or ferritin between 100 and 300 µg/L with a TSAT < 20%, and (2) TSAT-based definition, TSAT < 20%.

Results

Out of a total of 393 CA patients who had a full set of iron indices (44% light chain [AL]-CA, 50% transthyretin [ATTR]-CA, remainder other or unspecified CA subtype), 56% had iron deficiency according to the classic definition and 58% according to the TSAT definition, with similar prevalence in AL-CA vs ATTR-CA (p = .135). Per both definitions 58% had anemia. Only the TSAT-based definition was associated with worse functional status (p = .039) and worse cardiac function. CA patients with a TSAT < 20% illustrated features of more pronounced right ventricular (RV) failure including lower TAPSE on echocardiography, lower RV ejection fraction and RV stroke volume index on CMR, increased right-sided filling pressures, lower pulmonary artery pulsatility index, and higher RAP/PCWP ratio by right heart catheterization. Neither the classic nor the TSAT-based definition was associated with a higher risk of all-cause mortality after covariate adjustment.

Conclusion

Iron deficiency is common in cardiac amyloidosis and, when identified with a TSAT < 20%, is associated with worse functional status and more pronounced RV disease, but not with a higher risk of all-cause mortality.

背景心脏能量下降是心力衰竭的一个标志性特征,在心脏淀粉样变性(CA)中很常见,缺铁可加重心力衰竭。铁缺乏症的患病率根据两种定义确定:(1) 经典定义,铁蛋白大于等于 100 微克/升,无论转铁蛋白饱和度(TSAT)如何,或铁蛋白在 100 至 300 微克/升之间,TSAT 大于等于 20%;(2) 基于 TSAT 的定义,TSAT 大于等于 20%。结果在393名具有全套铁指标的CA患者中(44%轻链[AL]-CA,50%转甲状腺素[ATTR]-CA,其余为其他或未指定的CA亚型),根据经典定义,56%患有铁缺乏症,根据TSAT定义,58%患有铁缺乏症,AL-CA与ATTR-CA的患病率相似(p = .135)。根据这两种定义,58% 的人患有贫血。只有基于 TSAT 的定义与较差的功能状态(p = .039)和较差的心脏功能有关。TSAT≥lt; 20% 的 CA 患者具有更明显的右心室 (RV) 功能衰竭特征,包括超声心动图上较低的 TAPSE、CMR 上较低的 RV 射血分数和 RV 搏出量指数、右侧充盈压升高、肺动脉搏动指数降低以及右心导管检查中较高的 RAP/PCWP 比值。结论铁缺乏在心脏淀粉样变性中很常见,当 TSAT≥lt; 20% 时,铁缺乏与更差的功能状态和更明显的 RV 病变有关,但与更高的全因死亡风险无关。
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引用次数: 0
Risk Prediction Models for Hospital Mortality in General Medical Patients: A Systematic Review. 普通内科病人住院死亡率风险预测模型:系统综述
Pub Date : 2023-12-01 Epub Date: 2023-06-05 DOI: 10.1016/j.ajmo.2023.100044
Yousif M Hydoub, Andrew P Walker, Robert W Kirchoff, Hossam M Alzu'bi, Patricia Y Chipi, Danielle J Gerberi, M Caroline Burton, M Hassan Murad, Sagar B Dugani

Objective: To systematically review contemporary prediction models for hospital mortality developed or validated in general medical patients.

Methods: We screened articles in five databases, from January 1, 2010, through April 7, 2022, and the bibliography of articles selected for final inclusion. We assessed the quality for risk of bias and applicability using the Prediction Model Risk of Bias Assessment Tool (PROBAST) and extracted data using the Critical Appraisal and Data Extraction for Systematic Reviews of Prediction Modelling Studies (CHARMS) checklist. Two investigators independently screened each article, assessed quality, and extracted data.

Results: From 20,424 unique articles, we identified 15 models in 8 studies across 10 countries. The studies included 280,793 general medical patients and 19,923 hospital deaths. Models included 7 early warning scores, 2 comorbidities indices, and 6 combination models. Ten models were studied in all general medical patients (general models) and 7 in general medical patients with infection (infection models). Of the 15 models, 13 were developed using logistic or Poisson regression and 2 using machine learning methods. Also, 4 of 15 models reported on handling of missing values. None of the infection models had high discrimination, whereas 4 of 10 general models had high discrimination (area under curve >0.8). Only 1 model appropriately assessed calibration. All models had high risk of bias; 4 of 10 general models and 5 of 7 infection models had low concern for applicability for general medical patients.

Conclusion: Mortality prediction models for general medical patients were sparse and differed in quality, applicability, and discrimination. These models require hospital-level validation and/or recalibration in general medical patients to guide mortality reduction interventions.

目的系统回顾针对普通内科病人开发或验证的当代住院死亡率预测模型:我们筛选了五个数据库中从 2010 年 1 月 1 日至 2022 年 4 月 7 日的文章,并筛选出最终纳入文章的参考文献。我们使用预测模型偏倚风险评估工具(PROBAST)评估了偏倚风险和适用性的质量,并使用预测模型研究系统性回顾的关键评估和数据提取清单(CHARMS)提取了数据。两名研究人员独立筛选每篇文章、评估质量并提取数据:从 20424 篇文章中,我们确定了 10 个国家 8 项研究中的 15 个模型。这些研究包括 280,793 名普通内科病人和 19,923 例医院死亡病例。模型包括 7 个预警评分、2 个合并症指数和 6 个组合模型。其中 10 个模型针对所有普通内科病人(普通模型),7 个针对有感染的普通内科病人(感染模型)。在这 15 个模型中,有 13 个是使用逻辑或泊松回归法开发的,2 个是使用机器学习方法开发的。此外,15 个模型中有 4 个报告了缺失值的处理方法。没有一个感染模型具有较高的区分度,而 10 个一般模型中有 4 个具有较高的区分度(曲线下面积大于 0.8)。只有 1 个模型对校准进行了适当的评估。所有模型的偏倚风险都很高;10 个普通模型中的 4 个和 7 个感染模型中的 5 个对普通内科病人的适用性关注度较低:结论:普通内科病人的死亡率预测模型数量稀少,且在质量、适用性和区分度方面存在差异。这些模型需要在普通内科病人中进行医院层面的验证和/或重新校准,以指导降低死亡率的干预措施。
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引用次数: 0
Predictors of All-Cause 30-Day Readmissions in Patients with Heart Failure at an Urban Safety Net Hospital: The Importance of Social Determinants of Health and Mental Health 城市安全网医院心力衰竭患者30天再入院的全因预测因素:健康和心理健康的社会决定因素的重要性
Pub Date : 2023-09-30 DOI: 10.1016/j.ajmo.2023.100060
Alexandra B. Steverson MD, MPH , Paul J. Marano MD , Caren Chen MPH , Yifei Ma MS , Rachel J. Stern MD , Jean Feng MS, PhD , Efstathios D. Gennatas MBBS, PhD , James D. Marks MD, PhD , Matthew S. Durstenfeld MD, MAS , Jonathan D. Davis MD, MPHS , Priscilla Y. Hsue MD , Lucas S. Zier MD, MS

Introduction

Heart failure (HF) is a frequent cause of readmissions. Despite caring for underresourced patients and dependence on government funding, safety net hospitals frequently incur penalties for failing to meet pay-for-performance readmission metrics. Limited research exists on the causes of HF readmissions in safety net hospitals. Therefore, we sought to investigate predictors of 30-day all-cause readmission in HF patients in the safety net setting.

Methods

We performed a retrospective chart review of patients admitted for HF from October 2018 to April 2019. We extracted data on demographics and medical comorbidities and performed patient-specific review of social determinants and mental health in 4 domains: race/ethnicity, housing status, substance use, and mental illness. Multivariable Poisson regression modeling was employed to evaluate associations with 30-day all-cause readmission.

Results

The study population included 290 patients, among whom the mean age was 59 years and 71% (n = 207) were male; 42% (120) were Black/African American (AA), 22% (64) were Hispanic/Latino, and 96% (278) had public insurance; 28% (79) were not housed, 19% (56) had a diagnosis of mental illness, and active substance use was common. The 30-day readmission rate was 25.5% (n = 88). Factors that were associated with increased risk of readmission included self-identifying as Black/AA (relative risk 2.28, 95% confidence interval 1.00-5.20) or Hispanic/Latino (2.53, 1.07-6.00), experiencing homelessness (2.07, 1.21-3.56), living in a shelter (3.20, 1.27-8.02), or intravenous drug use (IVDU) (2.00, 1.08-3.70).

Conclusion

Race/ethnicity, housing status, and substance use were associated with increased risk of 30-day all-cause readmission in HF patients in a safety net hospital. In contrast to prior studies, medical comorbidities were not associated with increased risk of readmission.

心衰(HF)是再入院的常见原因。尽管照顾资源不足的病人并依赖政府资助,但安全网医院经常因未能达到按绩效付费的再入院指标而受到处罚。关于安全网医院HF再入院原因的研究有限。因此,我们试图研究在安全网设置下HF患者30天全因再入院的预测因素。方法对2018年10月至2019年4月收治的心衰患者进行回顾性图表分析。我们提取了人口统计学和医疗合并症的数据,并对种族/民族、住房状况、物质使用和精神疾病等4个领域的社会决定因素和精神健康进行了患者特异性回顾。采用多变量泊松回归模型评估与30天全因再入院的关系。结果共纳入290例患者,平均年龄59岁,男性占71% (n = 207);42%(120人)为黑人/非裔美国人(AA), 22%(64人)为西班牙裔/拉丁裔,96%(278人)有公共保险;28%(79人)没有住房,19%(56人)被诊断患有精神疾病,积极使用药物很常见。30天再入院率为25.5% (n = 88)。与再入院风险增加相关的因素包括自认为是黑人/AA(相对风险2.28,95%置信区间1.00-5.20)或西班牙裔/拉丁裔(2.53,1.07-6.00)、无家可归(2.07,1.21-3.56)、住在收容所(3.20,1.27-8.02)或静脉吸毒(IVDU)(2.00, 1.08-3.70)。结论:种族/民族、住房状况和药物使用与安全网医院HF患者30天全因再入院风险增加相关。与先前的研究相反,医学合并症与再入院风险增加无关。
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American journal of medicine open
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