• 文章类型: Journal Article
    传统急性肾损伤(AKI)分类,它们围绕着半解剖线,无法再捕获AKI的复杂性。通过采用策略来确定预测和预后富集目标,专家们可以更深入地理解AKI的病理生理学,允许开发特定治疗目标并加强个性化护理。亚表型,富含AKI生物标志物,对不同的风险状况和量身定制的治疗策略有深刻的见解,这些策略可以重新定义AKI并有助于改善临床管理.利用生物标志物,如N-乙酰-β-D-氨基葡萄糖苷酶,金属蛋白酶-2•胰岛素样生长因子结合蛋白7,肾损伤分子-1和肝脏脂肪酸结合蛋白的组织抑制剂作为预测亚临床AKI的手段引起了人们的广泛关注.新型生物标志物有望预测持续性AKI,尿基序趋化因子配体14显示出显着的敏感性和特异性。此外,它们可作为急性透析断奶患者的预测标志物,并为不同的AKI亚组提供有价值的见解.AKI的拟议管理,它被封装在一个结构化的流程图中,弥合研究与临床实践之间的差距。它简化了生物标志物和亚表型的利用,有希望的未来,AKI以前所未有的精度被迅速识别和管理。已证明将肾生物标志物纳入早期AKI检测和启动AKI护理束的策略比使用没有这些新生物标志物的护理束更有效。这种全面的方法代表了迈向精准医学的重要一步,能够识别AKI患者的高危亚型.
    Traditional acute kidney injury (AKI) classifications, which are centered around semi-anatomical lines, can no longer capture the complexity of AKI. By employing strategies to identify predictive and prognostic enrichment targets, experts could gain a deeper comprehension of AKI\'s pathophysiology, allowing for the development of treatment-specific targets and enhancing individualized care. Subphenotyping, which is enriched with AKI biomarkers, holds insights into distinct risk profiles and tailored treatment strategies that redefine AKI and contribute to improved clinical management. The utilization of biomarkers such as N-acetyl-β-D-glucosaminidase, tissue inhibitor of metalloprotease-2•insulin-like growth factor-binding protein 7, kidney injury molecule-1, and liver fatty acid-binding protein garnered significant attention as a means to predict subclinical AKI. Novel biomarkers offer promise in predicting persistent AKI, with urinary motif chemokine ligand 14 displaying significant sensitivity and specificity. Furthermore, they serve as predictive markers for weaning patients from acute dialysis and offer valuable insights into distinct AKI subgroups. The proposed management of AKI, which is encapsulated in a structured flowchart, bridges the gap between research and clinical practice. It streamlines the utilization of biomarkers and subphenotyping, promising a future in which AKI is swiftly identified and managed with unprecedented precision. Incorporating kidney biomarkers into strategies for early AKI detection and the initiation of AKI care bundles has proven to be more effective than using care bundles without these novel biomarkers. This comprehensive approach represents a significant stride toward precision medicine, enabling the identification of high-risk subphenotypes in patients with AKI.
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  • 文章类型: Journal Article
    连续肾脏替代治疗(CKRT)对于重症监护病房(ICU)急性肾损伤的治疗至关重要。尽管如此,有出血倾向患者的最佳抗凝策略仍存在争议.本研究旨在评估甲磺酸萘莫司他(NM)与不抗凝治疗(NA)在接受CKRT的有出血倾向的危重患者中的患者预后和安全性。
    这项回顾性研究招募了2013年3月至2022年12月在韩国第三附属医院接受CKRT的2,313名患者。应用排除标准后,490名患者被纳入最终分析,NM和NA组各有245名患者,以下1:1倾向得分匹配。随后,住院死亡率,出血并发症的发生率,粒细胞缺乏症,高钾血症,并评估住院时间。
    两组之间在住院时间和ICU住院时间或粒细胞缺乏症和高钾血症的发生率方面没有观察到显著差异。在CKRT期间,NM组的血红蛋白水平下降幅度较小(-1.90g/dLvs.-2.39g/dL),并且与NA组相比,输血需求较少。此外,NM组在需要输血所有三种血液制品的患者中显示出生存获益.
    NM是危重病患者CKRT的有效且安全的抗凝剂,尤其是那些需要输入所有三种血液制品的人.尽管这些发现很有希望,需要进一步的多中心研究来验证它们,并探索观察到的益处的潜在机制.
    UNASSIGNED: Continuous kidney replacement therapy (CKRT) is crucial in the management of acute kidney injury in intensive care units (ICUs). Nonetheless, the optimal anticoagulation strategy for patients with bleeding tendencies remains debated. This study aimed to evaluate patient outcomes and safety of nafamostat mesylate (NM) compared with no anticoagulation (NA) in critically ill patients with bleeding tendencies who were undergoing CKRT.
    UNASSIGNED: This retrospective study enrolled 2,313 patients who underwent CKRT between March 2013 and December 2022 at the third affiliated hospital in South Korea. After applying the exclusion criteria, 490 patients were included in the final analysis, with 245 patients in the NM and NA groups each, following 1:1 propensity score matching. Subsequently, in-hospital mortality, incidence of bleeding complications, agranulocytosis, hyperkalemia, and length of hospital stay were assessed.
    UNASSIGNED: No significant differences were observed between the groups regarding the lengths of hospital and ICU stays or the incidence of agranulocytosis and hyperkalemia. The NM group showed a smaller decrease in hemoglobin levels during CKRT (-1.90 g/dL vs. -2.39 g/dL) and less need for blood product transfusions than the NA group. Furthermore, the NM group exhibited a survival benefit in patients who required transfusion of all three blood products.
    UNASSIGNED: NM is an effective and safe anticoagulant for CKRT in critically ill patients, especially those requiring transfusion of all three blood products. Although these findings are promising, further multicenter studies are needed to validate them and explore the mechanisms underlying the observed benefits.
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  • 文章类型: Journal Article
    限时喂食(TRF),没有卡路里限制,被公认为促进代谢健康和减轻各种慢性代谢性疾病。虽然TRF在多个组织中表现出广泛的益处,对其对肾功能影响的探索有限。在这项研究中,我们的目的是在顺铂诱导的急性肾损伤(AKI)小鼠模型中,研究TRF对肾损伤的潜在改善作用.
    C57BL/6雄性小鼠腹腔注射顺铂诱导AKI。接受TRF的小鼠每天不受限制地获得标准食物,但在黑暗周期中被限制在8小时的喂养窗口内,持续2周,然后注射顺铂。将小鼠分为四组:对照组,TRF,顺铂,和TRF+顺铂。
    TRF+顺铂组的肾小管损伤评分和血清肌酐水平明显低于顺铂组。TRF+顺铂组磷酸化核因子κB表达降低,炎性细胞因子,和F4/80阳性巨噬细胞与顺铂组相比。此外,DNA的氧化应激标记,蛋白质,与顺铂组相比,TRF+顺铂组的血脂明显下降。TUNEL阳性肾小管细胞,裂解的caspase-3表达,TRF+顺铂组Bax/Bcl-2比值低于顺铂组。
    TRF,没有卡路里限制,通过抑制炎症反应有效减轻肾脏损伤,氧化应激,顺铂诱导的AKI小鼠模型中的肾小管凋亡。TRF有望作为预防顺铂诱导的AKI的新型饮食干预措施。
    UNASSIGNED: Time-restricted feeding (TRF), devoid of calorie restriction, is acknowledged for promoting metabolic health and mitigating various chronic metabolic diseases. While TRF exhibits widespread benefits across multiple tissues, there is limited exploration into its impact on kidney function. In this study, our aim was to investigate the potential ameliorative effects of TRF on kidney damage in a mouse model of cisplatin-induced acute kidney injury (AKI).
    UNASSIGNED: Cisplatin-induced AKI was induced through intraperitoneal injection of cisplatin into C57BL/6 male mice. Mice undergoing TRF were provided unrestricted access to standard chow daily but were confined to an 8-hour feeding window during the dark cycle for 2 weeks before cisplatin injection. The mice were categorized into four groups: control, TRF, cisplatin, and TRF + cisplatin.
    UNASSIGNED: The tubular damage score and serum creatinine levels were significantly lower in the TRF + cisplatin group compared to the cisplatin group. The TRF + cisplatin group exhibited reduced expression of phosphorylated nuclear factor kappa B, inflammatory cytokines, and F4/80-positive macrophages compared to the cisplatin group. Furthermore, oxidative stress markers for DNA, protein, and lipid were markedly decreased in the TRF + cisplatin group compared to the cisplatin group. TUNEL-positive tubular cells, cleaved caspase-3 expression, and the Bax/Bcl-2 ratio in the TRF + cisplatin group were lower than those in the cisplatin group.
    UNASSIGNED: TRF, without calorie restriction, effectively mitigated kidney damage by suppressing inflammatory reactions, oxidative stress, and tubular apoptosis in a mouse model of cisplatin-induced AKI. TRF holds promise as a novel dietary intervention for preventing cisplatin-induced AKI.
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  • 文章类型: Journal Article
    这项研究调查了接受连续肾脏替代治疗(CKRT)的急性肾损伤(AKI)患者的血清磷酸盐水平与死亡率之间的关系,并评估了这种关系是否根据疾病的严重程度而有所不同。
    对韩国8家三级医院的数据进行了回顾性分析。将患者分为四组(低,正常,高,并且非常高)基于基线时的血清磷酸盐水平。然后分析血清磷酸盐水平与死亡率之间的关系,根据疾病严重程度进行进一步的亚组分析。
    在确定的3,290名患者中,166、955、1,307和862处于低位,正常,高,和非常高的磷酸基团,分别。90天死亡率为63.9%,在极高组中最高(76.3%)。高组和极高组的90天死亡率均明显高于正常磷酸盐组(高:危险比[HR],1.35,95%置信区间[CI],1.21-1.51,p<0.001;非常高:HR,2.01,95%CI,1.78-2.27,p<0.001)。在疾病严重程度高的人群中,低组的90天死亡率也高于正常组(HR,1.47;95%CI,1.09-1.99;p=0.01),但在疾病严重程度低的人群中没有。
    高血清磷酸盐水平预测接受CKRT的AKI患者死亡率增加,在疾病严重程度高的患者中,低磷酸盐水平与死亡率增加相关.因此,AKI危重患者应仔细考虑血清磷酸盐水平.
    UNASSIGNED: This study investigated the association between serum phosphate level and mortality in acute kidney injury (AKI) patients undergoing continuous kidney replacement therapy (CKRT) and evaluated whether this association differed according to disease severity.
    UNASSIGNED: Data from eight tertiary hospitals in Korea were retrospectively analyzed. The patients were classified into four groups (low, normal, high, and very high) based on their serum phosphate level at baseline. The association between serum phosphate level and mortality was then analyzed, with further subgroup analysis being conducted according to disease severity.
    UNASSIGNED: Among the 3,290 patients identified, 166, 955, 1,307, and 862 were in the low, normal, high, and very high phosphate groups, respectively. The 90-day mortality rate was 63.9% and was highest in the very high group (76.3%). Both the high and very high groups showed a significantly higher 90-day mortality rate than did the normal phosphate group (high: hazard ratio [HR], 1.35, 95% confidence interval [CI], 1.21-1.51, p < 0.001; very high: HR, 2.01, 95% CI, 1.78-2.27, p < 0.001). The low group also exhibited a higher 90-day mortality rate than did the normal group among those with high disease severity (HR, 1.47; 95% CI, 1.09-1.99; p = 0.01) but not among those with low disease severity.
    UNASSIGNED: High serum phosphate level predicted increased mortality in AKI patients undergoing CKRT, and low phosphate level was associated with increased mortality in patients with high disease severity. Therefore, serum phosphate levels should be carefully considered in critically ill patients with AKI.
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  • 文章类型: Journal Article
    老年急性肾损伤(AKI)患者需要持续肾脏替代治疗(CRRT)时,高龄是否与不良预后相关仍存在争议。本研究旨在评估接受CRRT的老年AKI患者的年龄效应和死亡率预测因素。对
    480例接受CRRT的老年AKI患者资料进行回顾性分析。根据年龄将受试者分为两组:年龄较小(年龄,65-74岁;n=205)和老年人(年龄,≥75岁;n=275)。使用多变量Cox回归分析和倾向评分匹配分析了28天和90天死亡率和年龄影响的预测因子。
    CRRT开始时的尿液输出(调整后的危险比[aHR],0.99;95%置信区间[CI],0.99-1.00;p=0.04),操作(AHR,0.53;95%CI,0.30-0.93;p=0.03),和使用主动脉内球囊泵(aHR,3.60;95%CI,1.18-10.96;p=0.02)是28天死亡率的预测因子。缺血性心脏病(aHR,1.74;95%CI,1.02-2.98;p=0.04)和呼吸机的使用(aHR,0.56;95%CI,0.36-0.89;p=0.01)是90天死亡率的预测因子。在多变量或倾向得分匹配的模型中,老年组的28天或90天死亡率未表现出比年轻组更高的风险。
    高龄不是接受CRRT的老年AKI患者死亡的危险因素,提示在需要CRRT的AKI危重老年患者的治疗决策中不应考虑高龄.
    UNASSIGNED: Whether advanced age is associated with poor outcomes of elderly patients with acute kidney injury (AKI) requiring continuous renal replacement therapy (CRRT) is controversial. This study aimed to evaluate age effect and predictors for mortality in elderly AKI patients undergoing CRRT.
    UNASSIGNED: Data of 480 elderly AKI patients who underwent CRRT were retrospectively analyzed. Subjects were stratified into two groups according to age: younger-old (age, 65-74 years; n = 205) and older-old (age, ≥75 years; n = 275). Predictors for 28-day and 90-day mortality and age effects were analyzed using multivariable Cox regression analysis and propensity score matching.
    UNASSIGNED: Urine output at the start of CRRT (adjusted hazard ratio [aHR], 0.99; 95% confidence interval [CI], 0.99-1.00; p = 0.04), operation (aHR, 0.53; 95% CI, 0.30-0.93; p = 0.03), and use of an intra-aortic balloon pump (aHR, 3.60; 95% CI, 1.18-10.96; p = 0.02) were predictors for 28-day mortality. Ischemic heart disease (aHR, 1.74; 95% CI, 1.02-2.98; p = 0.04) and use of a ventilator (aHR, 0.56; 95% CI, 0.36-0.89; p = 0.01) were predictors for 90-day mortality. The older-old group did not exhibit a higher risk for 28-day or 90-day mortality than the younger-old group in multivariable or propensity score-matched models.
    UNASSIGNED: Advanced age was not a risk factor for mortality among elderly AKI patients undergoing CRRT, suggesting that advanced age should not be considered for therapeutic decisions in critically ill elderly patients with AKI requiring CRRT.
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  • 文章类型: Journal Article
    确定脓毒症相关急性肾损伤(AKI)患者的危险因素并改善其死亡率预测,对于改善该患者人群的不良预后非常重要。本研究旨在比较现有全身性炎症生物标志物的预后价值,并确定接受CKRT的脓毒症相关AKI患者的最佳全身性炎症生物标志物。
    这个多中心,回顾性,观察性队列研究纳入1,500例脓毒症相关AKI患者,接受重症监护和CKRT治疗.主要预测因子是一组13种不同的全身性炎症生物标志物。主要结果是CKRT开始后28天的死亡率。次要结果包括开始CKRT后90天死亡率,CKRT持续时间,出院时依赖肾脏替代疗法,以及重症监护病房(ICU)和住院时间的长短。
    添加到广泛接受的急性生理学和慢性健康评估II评分中时,血小板与白蛋白比值(PAR)和中性粒细胞-血小板评分(NPS)对28天死亡率的预测改善最大,其中C统计量的相应增加为0.01(95%置信区间[CI],0.00-0.02)和0.02(95%CI,0.01-0.03)。对于90天死亡率观察到类似的发现。对于较高的PAR和NPS四分位数,28天和90天的死亡率显着降低。即使在多变量Cox比例风险模型中调整了潜在的混杂变量后,这些关联仍然显着。
    在可用的全身性炎症生物标志物中,在常规ICU预测模型中增加PAR或NPS可改善接受重症监护和CKRT的脓毒症相关AKI患者的预后.
    UNASSIGNED: Identifying risk factors and improving prognostication for mortality among patients with sepsis-associated acute kidney injury (AKI) undergoing continuous kidney replacement therapy (CKRT) is important in improving the adverse prognosis of this patient population. This study aimed to compare the prognostic value of existing systemic inflammation biomarkers and determine the optimal systemic inflammation biomarker in patients with sepsis-associated AKI receiving CKRT.
    UNASSIGNED: This multi-center, retrospective, observational cohort study included 1,500 patients with sepsis-associated AKI treated with intensive care and CKRT. The main predictor was a panel of 13 different systemic inflammation biomarkers. The primary outcome was 28-day mortality after CKRT initiation. Secondary outcomes included 90-day mortality after CKRT initiation, CKRT duration, kidney replacement therapy dependence at discharge, and lengths of intensive care unit (ICU) and hospital stays.
    UNASSIGNED: When added to the widely accepted Acute Physiology and Chronic Health Evaluation II score, platelet-to-albumin ratio (PAR) and neutrophil-platelet score (NPS) had the highest improvements in prognostication of 28-day mortality, where the corresponding increases in C-statistic were 0.01 (95% confidence interval [CI], 0.00-0.02) and 0.02 (95% CI, 0.01-0.03). Similar findings were observed for 90-day mortality. The 28- and 90-day mortality rates were significantly lower for the higher PAR and NPS quartiles. These associations remained significant even after adjustment for potential confounding variables in multivariable Cox proportional hazards models.
    UNASSIGNED: Of the available systemic inflammation biomarkers, the addition of PAR or NPS to conventional ICU prediction models improved the prognostication of patients with sepsis-associated AKI receiving intensive care and CKRT.
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  • 文章类型: Journal Article
    心肾综合征(CRS)1型定义为急性失代偿性心力衰竭(ADHF)的急性肾损伤(AKI),由于不同的定义而变得复杂。最近,提出了更精确的CRS类型1定义,强制并发AKI和未改善的心力衰竭(HF)的迹象。我们的研究探讨了发病率,预测因子,在这个新定义下,ADHF中AKI的长期结果。
    对ADHF患者的前瞻性观察研究分为CRS1型,伪CRS,和非AKI组,随访12个月。1型CRS涉及AKI伴临床充血,而假性CRS包括伴有临床充血的AKI(临床充血评分<2)。主要结局是1年复合死亡率或HF再住院。
    在250名连续的ADHF患者中,46.0%发展为1型CRS;慢性肾脏病(CKD)和血尿素氮是显著的危险因素(比值比,1.37;p=0.002,OR,1.05;p<0.001,分别)。与假CRS组相比,CRS1型组显示出AKI发展和血清肌酐峰值的时间更短(1天与4天和2天vs.4天,分别)。12个月时,1型CRS组的死亡率或HF再住院和CKD进展的复合结局明显高于假CRS和非AKI组(63.5%vs.31.7%与36.1%,p<0.001;28.1%vs.16.2%vs.11.4%,分别为p=0.024)。
    区分CRS类型1和伪CRS至关重要,强调短期和长期结果的显著差异。值得注意的是,假性CRS表现出与无AKI患者相当的长期心血管和肾脏结局.
    UNASSIGNED: Cardiorenal syndrome (CRS) type 1 defined as acute kidney injury (AKI) in acute decompensated heart failure (ADHF), is complicated due to diverse definitions. Recently, a more precise CRS type 1 definition was proposed, mandating concurrent AKI and signs of unimproved heart failure (HF). Our study explores the incidence, predictors, and long-term outcomes of AKI in ADHF under this new definition.
    UNASSIGNED: A prospective observation study of ADHF patients categorized into the CRS type 1, pseudo-CRS, and non-AKI groups, followed for 12 months. CRS type 1 involved AKI with clinical congestion, while pseudo-CRS included AKI with clinical decongestion (clinical congestion score <2). The primary outcome was a 1-year composite of mortality or HF rehospitalization.
    UNASSIGNED: Among 250 consecutive ADHF patients, 46.0% developed CRS type 1; chronic kidney disease (CKD) and blood urea nitrogen were significant risk factors (odds ratios, 1.37; p = 0.002 and OR, 1.05; p < 0.001, respectively). The CRS type 1 group exhibited shorter times to AKI development and peak serum creatinine than the pseudo-CRS group (1 day vs. 4 days and 2 days vs. 4 days, respectively). At 12 months, composite outcomes of mortality or HF rehospitalization and CKD progression were significantly higher in the CRS type 1 group than in the pseudo-CRS and non-AKI groups (63.5% vs. 31.7% vs. 36.1%, p < 0.001; 28.1% vs. 16.2% vs. 11.4%, p = 0.024, respectively).
    UNASSIGNED: Distinguishing between CRS type 1 and pseudo-CRS is vital, highlighting significant disparities in short-term and long-term outcomes. Notably, pseudo-CRS exhibits comparable long-term cardiovascular and renal outcomes to those without AKI.
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  • 文章类型: Journal Article
    尽管急性肾损伤(AKI)是危重病人常见的并发症,对内科和外科重症监护病房(ICU)收治的AKI患者的流行病学差异和临床特征的了解仍然有限.
    釜山国立大学医院和釜山国立大学杨山医院ICU患者的电子病历,2011年1月至2020年12月,进行回顾性分析。分析患者AKI的不同特点。使用Cox比例风险模型评估AKI对院内死亡率的贡献。
    本研究共纳入7150名患者。AKI在医学中(48.7%)比手术患者(28.1%)更常见,内科患者AKI的严重程度更高。在手术患者中,医院获得性AKI更常见(51%vs.49%),而社区获得性AKI在内科患者中更常见(58.5%vs.41.5%)。16.9%和5.9%的内科和外科患者在医院死亡,分别。AKI不同程度影响患者组。在手术患者中,AKI患者的死亡风险比非AKI患者高4.778倍(3.577,6.382,p<0.001),而在医学AKI患者中,它是1.239(1.051,1.461,p=0.011)。
    虽然AKI本身在内科患者中的患病率较高,与内科患者相比,AKI对手术患者死亡率的影响更强.这表明围手术期患者需要更多的关注来预防和管理AKI。
    UNASSIGNED: Though acute kidney injury (AKI) is a prevalent complication in critically ill patients, knowledge on the epidemiological differences and clinical characteristics of patients with AKI admitted to medical and surgical intensive care units (ICUs) remains limited.
    UNASSIGNED: Electronic medical records of patients in ICUs in Pusan National University Hospital and Pusan National University Hospital Yangsan, from January 2011 to December 2020, were retrospectively analyzed. Different characteristics of AKI between patients were analyzed. The contribution of AKI to the in-hospital mortality rate was assessed using a Cox proportional hazards model.
    UNASSIGNED: A total of 7,150 patients were included in this study. AKI was more frequent in medical (48.7%) than in surgical patients (28.1%), with the severity of AKI higher in medical patients. In surgical patients, hospital-acquired AKI was more frequent (51% vs. 49%), whereas community-acquired AKI was more common in medical patients (58.5% vs. 41.5%). 16.9% and 5.9% of medical and surgical patients died in the hospital, respectively. AKI affected patient groups to different degrees. In surgical patients, AKI patients had 4.778 (3.577, 6.382, p < 0.001) folds higher risk of mortality than non-AKI patients whereas in medical AKI patients, it was 1.239 (1.051, 1.461, p = 0.011).
    UNASSIGNED: While the prevalence of AKI itself is higher in medical patients, the impact of AKI on mortality was stronger in surgical patients compared to medical patients. This suggests that more attention is needed for perioperative patients to prevent and manage AKI.
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  • 文章类型: Journal Article
    急性肾损伤(AKI)是医疗保健领域的重大挑战,造成巨大的社会负担。虽然有相当多的研究致力于AKI和AKI患者的恢复,他们预后的一个关键因素,经常被忽视。因此,我们的研究旨在通过开发一种基于机器学习的方法来预测AKI患者的肾功能恢复,从而解决这一问题.
    我们的研究涵盖了350,345例病例的数据,来自两家医院。AKI根据肾脏疾病分类:改善全球结果。恢复标准建立为在AKI发作时血清肌酐水平降低33%或降低至低于基线值。最初用于AKI的诊断。我们采用了各种机器学习模型,选择43个相关特征进行分析。
    我们的分析分别包含内部队列和外部队列的7,041和2,929名患者数据。分类提升模型表现出显著的预测准确性,受试者工作特征曲线下的内部面积(AUROC)为0.7860,外部AUROC得分为0.7316,从而证实了其预测性能的稳健性。SHapley加性扩张值被用来解释影响AKI患者肾功能恢复的关键因素。突出因素,如尿液比重升高,体温,和磷水平。
    这项研究提出了一种新的机器学习框架,用于预测AKI患者的肾功能恢复。对影响恢复的关键变量有更深入的了解。该模型的临床适用性在不同的医院环境中进行了评估,揭示了其功效的差异。尽管该模型表现出良好的结果,进一步增强和合并更多样化的数据集的必要性对于其在现实世界场景中的应用至关重要。
    UNASSIGNED: Acute kidney injury (AKI) is a significant challenge in healthcare, imposing a significant social burden. While there are considerable researches dedicated to AKI and the recovery of AKI patients, a crucial factor in their prognosis, is often overlooked. Thus, our study aims to address this issue through the development of a machine learning-based approach to predict restoration of kidney function in patients with AKI.
    UNASSIGNED: Our study encompassed data from 350,345 cases, derived from two hospitals. AKI was classified in accordance with the Kidney Disease: Improving Global Outcomes. Criteria for recovery were established as either a 33% decrease in serum creatinine levels at AKI onset or reduction to values lower than the baseline, which was initially employed for the diagnosis of AKI. We employed various machine learning models, selecting 43 pertinent features for analysis.
    UNASSIGNED: Our analysis contained 7,041 and 2,929 patients\' data from internal cohort and external cohort respectively. The Categorical Boosting model demonstrated significant predictive accuracy, as evidenced by an internal area under the receiver operating characteristic curve (AUROC) of 0.7860, and an external AUROC score of 0.7316, thereby confirming its robustness in predictive performance. SHapley Additive exPlanations values were employed to explain key factors impacting recovery of renal function in AKI patients, highlighting factors such as elevated urine specific gravity, body temperature, and phosphorus levels.
    UNASSIGNED: This study presented a novel machine learning framework for predicting renal function recovery in patients with AKI, offering a deeper understanding of the key variables affecting recovery. The clinical applicability of the model was assessed across distinct hospital settings, which revealed variations in its efficacy. Although the model exhibited favorable outcomes, the necessity for further enhancements and the incorporation of more diverse datasets is imperative for its application in real-world scenarios.
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  • 文章类型: Journal Article
    急性疾病质量倡议倡导对急性肾损伤(AKI)幸存者的多学科护理。捆绑护理策略承认药剂师的作用。然而,他们在这方面的具体贡献仍未得到充分挖掘。
    这项回顾性研究检查了药剂师主导的AKI后药学服务在门诊设置中的单个中心的有效性。住院期间近期患有AKI的成年人,维持估计的肾小球滤过率<45毫升/分钟/1.73平方米出院后,他们在2022年3月至2023年1月期间参加了一项多学科团队护理计划,随访期为6个月.药剂师提供的护理遵守国际多学科共识准则。通过分析药物相关建议来评估疗效,药物依从性,肾毒性药物利用,以及干预前后肾脏保护药物的使用。
    共有40名患者被转诊到药剂师管理的诊所。其中,33名患者(平均年龄,63±15岁;60.6%的男性)参加了诊所。19例患者完成随访。药剂师向相关医生提供了14项药物相关建议,其中10项建议(71.0%)被接受。可修饰的肾毒性药物的使用显着减少(p=0.03)。然而,在药物依从性或肾脏保护药物的使用方面没有显著改善.
    我们的研究强调了药剂师主导的AKI后捆绑护理策略在门诊环境中的潜在益处。我们观察到可修饰的肾毒性药物的使用显着减少,表明药剂师干预措施在优化药物治疗方案以减轻肾脏损害方面的有效性。
    UNASSIGNED: The Acute Disease Quality Initiative advocates multidisciplinary care for the survivors of acute kidney injury (AKI). The bundled care strategy recognizes the role of pharmacists. However, their specific contributions in this context remain underexplored.
    UNASSIGNED: This retrospective study examined the effecicacy of pharmacist-led post-AKI pharmaceutical care in outpatient settings at a single center. Adults with recent AKI during hospitalization, maintaining an estimated glomerular filtration rate <45 mL/min/1.73 m2 postdischarge, were enrolled in a multidisciplinary team care program from March 2022 to January 2023, with a 6-month follow-up period. Pharmacist-delivered care adhered to international multidisciplinary consensus guidelines. Efficacy was evaluated by analyzing medication-related recommendations, medication adherence, nephrotoxic drug utilization, and renoprotective medication usage before and after the intervention.
    UNASSIGNED: A total of 40 patients were referred to the pharmacist-managed clinic. Of these, 33 patients (mean age, 63 ± 15 years; 60.6% male) attended the clinic. Nineteen patients completed follow-up visits. The pharmacist provided 14 medication-related recommendations to relevant physicians, with 10 of these recommendations (71.0%) being accepted. There was a significant decrease in the use of modifiable nephrotoxic drugs (p = 0.03). However, no significant improvements were noted in medication adherence or the utilization of renoprotective medications.
    UNASSIGNED: Our study underscores the potential benefits of pharmacist-led post-AKI bundled care strategy in outpatient settings. We observed a significant reduction in the utilization of modifiable nephrotoxic drugs, indicating the effectiveness of pharmacist interventions in optimizing medication regimens to mitigate renal harm.
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