Kidney failure with replacement therapy

  • 文章类型: Journal Article
    背景:爱尔兰旅行者中替换治疗(KFRT)肾衰竭的发生尚未得到很好的描述。这项研究旨在确定爱尔兰旅行者人群中KFRT的负担,并确定该人群中健康的决定因素,这些因素可能与爱尔兰的普通人群不同。
    方法:这项回顾性队列研究包括1995年至2022年在国家肾脏疾病临床患者管理系统中注册的自我识别的爱尔兰旅行者和KFRT。KFRT定义为移植后通过透析或CKDG1-G5治疗的慢性肾病5期(CKDG5)。主要结果指标是爱尔兰旅行者中KFRT的患病率。次要探索性结果包括诊断时的年龄,家族史,活检诊断,肾脏替代疗法(KRT)模式,开始KRT的时间,使用的主要血管通路,是时候接受肾脏移植了.
    结果:六个爱尔兰医院组有四个参与了这项研究。共有38名患者被确定为KFRT的爱尔兰旅行者,KFRT的粗患病率为0.12%(CI0.084-0.161,95%)或每10,000爱尔兰旅客11.9。诊断为肾脏疾病的平均年龄为43岁(SD,20.8),在KRT开始时为45(SD,20.9)年。24%的人提供了活检证实的诊断。22%的人被诊断患有多囊肾病或先天性肾脏和泌尿道异常。KRT的主要方式是血液透析(89%),中心静脉导管是最常见的初始血管通路(79%)。肾移植发生在45%的研究中,平均等待时间为1.96(SD,1.6)年。
    结论:与全国患病率相比,爱尔兰旅行者社区的KFRT患病率相似,从诊断到开始KRT的时间间隔很短。他们不太可能使用家庭治疗,但等待时间与接受肾脏移植的国家等待时间相当。
    BACKGROUND: The occurrence of Kidney Failure with Replacement Therapy (KFRT) amongst Irish Travellers has not been well described. This study aims to determine the burden of KFRT amongst the Irish Traveller population and identify determinants of health amongst this cohort which may differ from the general population in Ireland.
    METHODS: This retrospective cohort study included self-identifying Irish Travellers with KFRT registered in the National Kidney Disease Clinical Patient Management System between 1995 and 2022. KFRT was defined as Chronic Kidney Disease stage 5 (CKD G5) treated by dialysis or CKD G1-G5 after transplantation. The primary outcome measure was the prevalence of KFRT in Irish Travellers. Secondary exploratory outcomes included age at diagnosis, family history, biopsy diagnosis, kidney replacement therapy (KRT) modality, time to initiation of KRT, primary vascular access used, and time to receive a kidney transplant.
    RESULTS: Four of six Irish hospital groups participated in the study. A total of 38 patients were identified as Irish Travellers with KFRT, with a crude prevalence rate of KFRT of 0.12% (CI 0.084-0.161, 95%) or 11.9 per 10,000 Irish Travellers. The mean age for diagnosis of kidney disease was 43 (SD, 20.8) and at commencement of KRT was 45 (SD, 20.9) years. A biopsy-proven diagnosis was provided in 24%. Twenty-two per cent was diagnosed with polycystic kidney disease or congenital anomalies of the kidney and urinary tract. The predominant modality for KRT was haemodialysis (89%), with central venous catheters being the most common initial vascular access (79%). Kidney transplants occurred in 45% of those studied, with a mean waiting time of 1.96 (SD, 1.6) years.
    CONCLUSIONS: The Irish Traveller community have similar prevalence of KFRT when compared to the national prevalence, with a short time interval from diagnosis to commencement of KRT. They are less likely to avail of home therapies but have comparable wait times to the national waiting time to receive a kidney transplant.
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  • 文章类型: Journal Article
    暂无摘要。
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  • 文章类型: Journal Article
    高龄是慢性肾脏病(CKD)发展的主要危险因素,在疾病进展中具有高度异质性。急性肾损伤(AKI)的住院率越来越高,尤其是老年人。以前的AKI流行病学分析集中在住院人群,这可能会使结果偏向于病情加重的人群。这项研究检查了AKI与替代疗法(KFRT)发生的肾衰竭之间的关系,同时评估了年龄作为这种关系的作用调节剂。
    回顾性队列研究。
    从2011年到2013年,24,133名至少65岁的退伍军人患有CKD4期事件。
    AKI,AKI严重程度,和年龄。
    KFRT和死亡。
    使用Fine-Gray竞争风险回归对AKI和以死亡为竞争风险的事件KFRT进行建模。使用Cox回归对AKI严重程度和死亡进行建模。
    尽管AKI和KFRT之间的年龄相互作用不显著,观察到AKI和年龄对KFRT的临床相关联合作用.与我们没有AKI的最老年龄组相比,年龄在65-74岁的AKI患者的KFRT风险最高(子分布HR[sHR],14.9;95%CI,12.7-17.4),而那些至少85岁患有AKI的人最低(sHR,1.71;95%CI,1.22-2.39)。一旦退伍军人接受了KFRT,他们的死亡风险增加了44%。在所有AKI严重程度阶段观察到KFRT风险增加2倍。然而,死亡风险随着AKI严重程度的恶化而增加.
    我们的研究缺乏普遍性,仅限于使用药物,并使用住院患者血清肌酐实验室结果来定义AKI和AKI严重程度.
    在这个国家队列中,高龄对KFRT事件有保护作用,但对死亡没有保护作用。这可能是由于在该人群中观察到的高死亡频率(51.1%)。尽管如此,AKI和年龄较小是KFRT事件的重要危险因素。
    老年人有急性肾损伤(AKI)和随后从AKI无法恢复的风险,导致长期透析。过去经常使用住院患者来研究AKI。从病情加重的人群推断时,这可能会导致有偏见的结论。这就是为什么我们创建了一个由24,133名至少65岁的退伍军人组成的国家队列,这些退伍军人患有慢性肾病(CKD)4期,以检查AKI与年龄之间的关系以及随后的替代疗法(KFRT)的肾衰竭。数据显示,AKI和年龄较小是KFRT事件的重要危险因素。至于年龄较大,它似乎对KFRT有保护作用,但对死亡没有保护作用。这可能是由我们队列中观察到的高死亡频率解释的。
    UNASSIGNED: Advanced age is a major risk factor for chronic kidney disease (CKD) development, which has high heterogeneity in disease progression. Acute kidney injury (AKI) hospitalization rates are increasing, especially among older adults. Previous AKI epidemiologic analyses have focused on hospitalized populations, which may bias results toward sicker populations. This study examined the association between AKI and incident kidney failure with replacement therapy (KFRT) while evaluating age as an effect modifier of this relationship.
    UNASSIGNED: Retrospective cohort study.
    UNASSIGNED: 24,133 Veterans at least 65 years old with incident CKD stage 4 from 2011 to 2013.
    UNASSIGNED: AKI, AKI severity, and age.
    UNASSIGNED: KFRT and death.
    UNASSIGNED: The Fine-Gray competing risk regression was used to model AKI and incident KFRT with death as a competing risk. A Cox regression was used to model AKI severity and death.
    UNASSIGNED: Despite a nonsignificant age interaction between AKI and KFRT, a clinically relevant combined effect of AKI and age on incident KFRT was observed. Compared with our oldest age group without AKI, those aged 65-74 years with AKI had the highest risk of KFRT (subdistribution HR [sHR], 14.9; 95% CI, 12.7-17.4), whereas those at least 85 years old with AKI had the lowest (sHR, 1.71; 95% CI, 1.22-2.39). Once Veterans underwent KFRT, their risk of death increased by 44%. A 2-fold increased risk of KFRT was observed across all AKI severity stages. However, the risk of death increased with worsening AKI severity.
    UNASSIGNED: Our study lacked generalizability, was restricted to ever use of medications, and used inpatient serum creatinine laboratory results to define AKI and AKI severity.
    UNASSIGNED: In this national cohort, advanced age was protective against incident KFRT but not death. This is likely explained by the high frequency of deaths observed in this population (51.1%). Nonetheless, AKI and younger age are substantial risk factors for incident KFRT.
    Older adults are at risk of acute kidney injury (AKI) and subsequent nonrecovery from AKI, resulting in long-term dialysis. Hospitalized patients have often been used in the past to study AKI. This could lead to biased conclusions when inferring from sicker populations. That is why we created a national cohort of 24,133 Veterans at least 65 years old with incident chronic kidney disease (CKD) stage 4 to examine the relationship between AKI and age and subsequent kidney failure with replacement therapy (KFRT). The data have showed that AKI and younger age are substantial risk factors for incident KFRT. As for older age, it appears to be protective against KFRT but not death. This is likely explained by the high frequency of deaths observed in our cohort.
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  • 文章类型: Journal Article
    目的:高冠状动脉钙化(CAC)负担是心血管和肾脏不良结局的重要危险因素。然而,目前尚不清楚冠状动脉粥样硬化负荷的变化是否会伴随肾脏疾病进展的变化.这里,我们评估了CAC进展与替代治疗(KFRT)肾功能衰竭风险之间的关系.
    方法:我们分析了来自KoreaN队列研究慢性肾脏病患者(KNOW-CKD)的1173例慢性肾脏病(CKD)G1至G5患者,但没有进行肾脏替代治疗。根据入学和第4年之间的CAC评分变化,参与者分为三组(非进展者,≤0AU;中等进步者,1-199AU;和严重的进步者,≥200AU)。主要结果是KFRT的发展。
    结果:在4690人年的随访期间(中位数,4.2years),主要结局发生在230名(19.6%)参与者中.在非,中度,和严重的进步者,分别。在多变量特定原因的危险模型中,中度和重度进展者的风险比(HR)为1.71(95%置信区间[CI],1.02-2.87)和2.55(95%CI,1.07-6.06),分别,与非进步者相比。阈值为100AU的CAC进展的不同定义在敏感性分析中产生了相似的结果。
    结论:CAC进展与CKD患者KFRT风险增加相关。我们的研究结果表明冠状动脉粥样硬化改变增加了CKD进展的风险。
    OBJECTIVE: High coronary artery calcification (CAC) burden is a significant risk factor for adverse cardiovascular and kidney outcomes. However, it is unknown whether changes in the coronary atherosclerotic burden can accompany changes in kidney disease progression. Here, we evaluated the relationship between CAC progression and the risk of kidney failure with replacement therapy (KFRT).
    METHODS: We analyzed 1173 participants with chronic kidney disease (CKD) G1 to G5 without kidney replacement therapy from the KoreaN Cohort Study for Outcomes in Patients With Chronic Kidney Disease (KNOW-CKD). Participants were categorized into three groups according to the change in the CAC score between enrollment and year 4 (non-progressors, ≤0 AU; moderate progressors, 1-199 AU; and severe progressors, ≥200 AU). The primary outcome was the development of KFRT.
    RESULTS: During a follow-up period of 4690 person-years (median, 4.2 years), the primary outcome occurred in 230 (19.6 %) participants. The incidence of KFRT was 37.6, 54.3, and 80.9 per 1000 person-years in the non-, moderate, and severe progressors, respectively. In the multivariable cause-specific hazard model, the hazard ratios (HRs) for the moderate and severe progressors were 1.71 (95 % confidence interval [CI], 1.02-2.87) and 2.55 (95 % CI, 1.07-6.06), respectively, compared with non-progressors. A different definition of CAC progression with a threshold of 100 AU yielded similar results in a sensitivity analysis.
    CONCLUSIONS: CAC progression is associated with an increased risk of KFRT in patients with CKD. Our findings suggest that coronary atherosclerosis changes increase the risk of CKD progression.
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  • 文章类型: Journal Article
    背景:Columbia分类法鉴定了局灶性节段肾小球硬化(FSGS)的五种组织学变异。这些变异的预后意义仍存在争议。
    目的:为了评估相对频率,临床病理特征,以及巴基斯坦单一中心的FSGS变种的中期结果。
    方法:这项回顾性研究在肾内科进行,信德省泌尿外科和移植研究所,卡拉奇,巴基斯坦从1995年1月至2017年12月对所有连续成年人(≥16岁)进行活检证实的原发性FSGS。研究对象用类固醇作为一线治疗。响应率,血清肌酐加倍,使用ANOVA或KruskalWallis比较了使用替代疗法的肾衰竭(KF)的组织学变异,和卡方检验。数据采用SPSS22.0版进行分析。P值≤0.05被认为是显著的。
    结果:在研究期间共有401例患者被诊断为原发性FSGS。其中,352(87.7%)具有指定的组织学变异。未指定的(NOS)变体是最常见的,在185名(53.9%)患者中发现,其次是100例(29.1%)患者的尖端变异。崩溃(COL),细胞(CEL),58例(16.9%)可见肺门周围(PHI)变异,6(1.5%),和3名(0.7%)患者,分别。由于患者数量少,从进一步分析中排除CEL和PHI变体。平均随访时间为36.5±29.2个月。关于变体的反应率,TIP病变患者的缓解频率(59.5%)高于NOS(41.8%)和COL变异(24.52%)患者(P<0.001).与NOS患者相比,COL变异患者完全缓解的风险比为0.163[95%置信区间(CI):0.039-0.67]。与NOS变体相比,TIP变体完全缓解的风险比为2.5(95CI:1.61-3.89)。总的来说,在COL变异的患者中更频繁地观察到进行性KF,43.4%(P<0.001)。其中,24.53%的患者需要肾脏替代治疗(P<0.001)。与具有TIP变体的患者相比,具有COL变体的患者中血清肌酐加倍的风险比为14.57(95CI:1.87-113.49)。
    结论:结论:在我们的设置中,FSGS的组织学变异可预测成人对免疫抑制剂和进行性KF治疗的反应。
    BACKGROUND: The Columbia classification identified five histological variants of focal segmental glomerulosclerosis (FSGS). The prognostic significance of these variants remains controversial.
    OBJECTIVE: To evaluate the relative frequency, clinicopathologic characteristics, and medium-term outcomes of FSGS variants at a single center in Pakistan.
    METHODS: This retrospective study was conducted at the Department of Nephrology, Sindh Institute of Urology and Transplantation, Karachi, Pakistan on all consecutive adults (≥ 16 years) with biopsy-proven primary FSGS from January 1995 to December 2017. Studied subjects were treated with steroids as a first-line therapy. The response rates, doubling of serum creatinine, and kidney failure (KF) with replacement therapy were compared between histological variants using ANOVA or Kruskal Wallis, and Chi-square tests as appropriate. Data were analyzed by SPSS version 22.0. P-value ≤ 0.05 was considered significant.
    RESULTS: A total of 401 patients were diagnosed with primary FSGS during the study period. Among these, 352 (87.7%) had a designated histological variant. The not otherwise specified (NOS) variant was the commonest, being found in 185 (53.9%) patients, followed by the tip variant in 100 (29.1%) patients. Collapsing (COL), cellular (CEL), and perihilar (PHI) variants were seen in 58 (16.9%), 6 (1.5%), and 3 (0.7%) patients, respectively. CEL and PHI variants were excluded from further analysis due to small patient numbers. The mean follow-up period was 36.5 ± 29.2 months. Regarding response rates of variants, patients with TIP lesions achieved remission more frequently (59.5%) than patients with NOS (41.8%) and COL (24.52%) variants (P < 0.001). The hazard ratio of complete response among patients with the COL variant was 0.163 [95% confidence interval (CI): 0.039-0.67] as compared to patients with NOS. The TIP variant showed a hazard ratio of 2.5 (95%CI: 1.61-3.89) for complete remission compared to the NOS variant. Overall, progressive KF was observed more frequently in patients with the COL variant, 43.4% (P < 0.001). Among these, 24.53% of patients required kidney replacement therapy (P < 0.001). The hazard ratio of doubling of serum creatinine among patients with the COL variant was 14.57 (95%CI: 1.87-113.49) as compared to patients with the TIP variant.
    CONCLUSIONS: In conclusion, histological variants of FSGS are predictive of response to treatment with immunosuppressants and progressive KF in adults in our setup.
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  • 文章类型: Journal Article
    目的:尽管白蛋白尿是定义慢性肾脏病(CKD)的金标准,总蛋白尿也已广泛用于现实世界的临床实践。此外,CKD患者中蛋白尿的预后表现优于蛋白尿的优势仍不确定.因此,我们旨在比较这些患者的蛋白尿和蛋白尿的预测表现。
    方法:从KNOW-CKD队列中,我们纳入了2,099例被诊断为CKD1~5级的患者,这些患者不需要肾脏替代治疗.我们测量了点尿白蛋白与肌酐之比(mACR)和蛋白质与肌酐之比(PCR),并使用PCR估计了ACR(eACR)。使用mACR计算肾衰竭风险方程(KFRE)评分,PCR,和eACR。主要结果是替代治疗(KFRT)的肾衰竭5年风险。
    结果:在低白蛋白尿患者中,eACR明显低估了mACR。受试者工作曲线下的时间依赖性面积对mACR的所有KFRE评分均显示出出色的预测性能,PCR,和eACR。然而,在所有CKD原因组中,基于连续净重新分类指数(cNRI)和综合歧视改善指数(IDI)的eACR均劣于mACR,除了病因未分类的人群。此外,cNRI和IDI统计表明,在低白蛋白尿(<30mg/g)患者中,eACR和PCR均劣于mACR。相反,在严重的蛋白尿和肾病范围的蛋白尿中,PCR的预测性能优越,其中PCR的IDI和cNRI大于mACR。
    结论:mACR,eACR,PCR在预测CKD患者KFRT方面表现优异。然而,在低白蛋白尿患者中,eACR劣于mACR,这表明这些患者首选测量而不是估计蛋白尿。
    BACKGROUND: Although albuminuria is the gold standard for defining chronic kidney disease (CKD), total proteinuria has also been widely used in real-world clinical practice. Moreover, the superiority of the prognostic performance of albuminuria over proteinuria in patients with CKD remains inconclusive. Therefore, we aimed to compare the predictive performances of albuminuria and proteinuria in these patients.
    METHODS: From the Korean Cohort Study for Outcome in Patients with CKD we included 2099 patients diagnosed with CKD grades 1-5 who did not require kidney replacement therapy. We measured the spot urine albumin:creatinine ratio (mACR) and protein:creatinine ratio (PCR) and estimated the ACR (eACR) using the PCR. Kidney failure risk equation (KFRE) scores were calculated using the mACR, PCR and eACR. The primary outcome was the 5-year risk of kidney failure with replacement therapy (KFRT).
    RESULTS: The eACR significantly underestimated mACR in patients with low albuminuria levels. The time-dependent area under the receiver operating characteristics curve showed excellent predictive performance for all KFRE scores from the mACR, PCR and eACR. However, eACR was inferior to mACR based on the continuous net reclassification index (cNRI) and integrated discrimination improvement index (IDI) in all CKD cause groups, except for the group with an unclassified aetiology. Moreover, the cNRI and IDI statistics indicated that both eACR and PCR were inferior to mACR in patients with low albuminuria (<30 mg/g). Conversely, the predictive performance of PCR was superior in severe albuminuria and nephrotic-range proteinuria, in which the IDI and cNRI of the PCR were greater than those of the mACR.
    CONCLUSIONS: The mACR, eACR and PCR showed excellent performance in predicting KFRT in patients with CKD. However, eACR was inferior to mACR in patients with low albuminuria, indicating that measuring rather than estimating albuminuria is preferred for these patients.
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  • 文章类型: Observational Study
    目的:心肾串扰被认为是心肾综合征。我们研究了慢性肾脏疾病(CKD)人群中心脏功能和结构与替代治疗(KFRT)肾衰竭风险的关系。
    方法:前瞻性观察性队列研究。
    方法:来自慢性肾功能不全队列研究的3,027名参与者。
    方法:评估心脏结构和功能不同方面的五个预选变量:左心室质量指数(LVMI),低压音量,左心房(LA)面积,三尖瓣反流(TR)峰值速度,通过超声心动图评估左心室射血分数(EF)。
    结果:事件KFRT(主要结果),和年度估计肾小球滤过率(eGFR)斜率(次要结果)。
    方法:多变量Cox模型和混合效应模型。
    结果:参与者的平均年龄为59±11SD岁,54%是男性,平均eGFR为43±17mL/min/1.73mL。2003年至2018年(中位随访,9.9年),883名参与者开发了KFRT。更高的LVMI,低压音量,洛杉矶地区,峰值TR速度,和较低的EF均与KFRT风险增加有统计学意义,最高四分位数与最低四分位数(EF最低与最高)的相应HR为1.70(95%CI,1.27-2.26),1.50(95%CI,1.19-1.90),1.43(95%CI,1.11-1.84),1.45(95%CI,1.06-1.96),和1.26(95%CI,1.03-1.56),分别。对于次要结果,最高四分位数与最低四分位数(EF最低与最高)的参与者eGFR下降速度在统计学上显著加快,除洛杉矶地区外(每年的ΔeGFR坡度,LVMI为-0.57[95%CI,-0.68至-0.46]mL/min/1.73m2,左心室容积-0.25[95%CI,-0.35至-0.15]mL/min/1.73m2,LA面积-0.01[95%CI,-0.12至-0.01]mL/min/1.73m2,峰值TR速度-0.42[95%CI,-0.56至-0.28]mL/min/1.73m2,EF为-0.11[95%CI,-0.20至-0.01]mL/min/1.73m2,分别)。
    结论:残留混杂的可能性。
    结论:心脏结构和功能的多个方面与KFRT的风险有统计学意义。这些发现表明,心脏异常和KFRT的发生率可能与高血压之间的相互作用有关。心力衰竭,和冠状动脉疾病。
    Heart-kidney crosstalk is recognized as the cardiorenal syndrome. We examined the association of cardiac function and structure with the risk of kidney failure with replacement therapy (KFRT) in a chronic kidney disease (CKD) population.
    Prospective observational cohort study.
    3,027 participants from the Chronic Renal Insufficiency Cohort Study.
    Five preselected variables that assess different aspects of cardiac structure and function: left ventricular mass index (LVMI), LV volume, left atrial (LA) area, peak tricuspid regurgitation (TR) velocity, and left ventricular ejection fraction (EF) as assessed by echocardiography.
    Incident KFRT (primary outcome), and annual estimated glomerular filtration rate (eGFR) slope (secondary outcome).
    Multivariable Cox models and mixed-effects models.
    The mean age of the participants was 59±11 SD years, 54% were men, and mean eGFR was 43±17mL/min/1.73m2. Between 2003 and 2018 (median follow-up, 9.9 years), 883 participants developed KFRT. Higher LVMI, LV volume, LA area, peak TR velocity, and lower EF were each statistically significantly associated with an increased risk of KFRT, with corresponding HRs for the highest versus lowest quartiles (lowest vs highest for EF) of 1.70 (95% CI, 1.27-2.26), 1.50 (95% CI, 1.19-1.90), 1.43 (95% CI, 1.11-1.84), 1.45 (95% CI, 1.06-1.96), and 1.26 (95% CI, 1.03-1.56), respectively. For the secondary outcome, participants in the highest versus lowest quartiles (lowest vs highest for EF) had a statistically significantly faster eGFR decline, except for LA area (ΔeGFR slope per year, -0.57 [95% CI, -0.68 to-0.46] mL/min/1.73m2 for LVMI, -0.25 [95% CI, -0.35 to-0.15] mL/min/1.73m2 for LV volume, -0.01 [95% CI, -0.12 to-0.01] mL/min/1.73m2 for LA area, -0.42 [95% CI, -0.56 to-0.28] mL/min/1.73m2 for peak TR velocity, and -0.11 [95% CI, -0.20 to-0.01] mL/min/1.73m2 for EF, respectively).
    The possibility of residual confounding.
    Multiple aspects of cardiac structure and function were statistically significantly associated with the risk of KFRT. These findings suggest that cardiac abnormalities and incidence of KFRT are potentially on the same causal pathway related to the interaction between hypertension, heart failure, and coronary artery diseases.
    Heart disease and kidney disease are known to interact with each other. In this study, we examined whether cardiac abnormalities, as assessed by echocardiography, were linked to the subsequent progression of kidney disease among people living with chronic kidney disease (CKD). We found that people with abnormalities in heart structure and function had a greater risk of progression to advanced CKD that required kidney replacement therapy and had a faster rate of decline in kidney function. Our study indicates the potential role of abnormal heart structure and function in the progression of kidney disease among people living with CKD.
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  • 文章类型: Journal Article
    In patients with kidney failure with replacement therapy (KFRT), optimizing anemia management in these patients is a challenging problem because of the complexities of the underlying diseases and heterogeneous responses to erythropoiesis-stimulating agents (ESAs). Therefore, we propose a ESA dose recommendation model based on sequential awareness neural networks. Data from 466 KFRT patients (12,907 dialysis sessions) in seven tertiary-care general hospitals were included in the experiment. First, a Hb prediction model was developed to simulate longitudinal heterogeneous ESA and Hb interactions. Based on the prediction model as a prospective study simulator, we built an ESA dose recommendation model to predict the required amount of ESA dose to reach a target hemoglobin level after 30 days. Each model\'s performance was evaluated in the mean absolute error (MAE). The MAEs presenting the best results of the prediction and recommendation model were 0.59 (95% confidence interval: 0.56-0.62) g/dL and 43.2 μg (ESAs dose), respectively. Compared to the results in the real-world clinical data, the recommendation model achieved a reduction of ESA dose (Algorithm: 140 vs. Human: 150 μg/month, P < 0.001), a more stable monthly Hb difference (Algorithm: 0.6 vs. Human: 0.8 g/dL, P < 0.001), and an improved target Hb success rate (Algorithm: 79.5% vs. Human: 62.9% for previous month\'s Hb < 10.0 g/dL; Algorithm: 95.7% vs. Human:73.0% for previous month\'s Hb 10.0-12.0 g/dL). We developed an ESA dose recommendation model for optimizing anemia management in patients with KFRT and showed its potential effectiveness in a simulated prospective study.
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  • 文章类型: Journal Article
    目的:晚期慢性肾脏病(CKD)患者常发生高阴离子间隙酸中毒,可能与肾损伤有关。它对肾脏结果的影响,然而,没有得到很好的研究。我们试图研究晚期CKD患者中时间更新的阴离子间隙与替代治疗(KFRT)肾衰竭风险之间的关系。
    方法:回顾性队列研究。
    方法:1,168例CKD肾小球滤过率分类为3b-5(G3b-G5)的患者,他们有阴离子间隙的可用数据。
    方法:高时间更新阴离子间隙定义为值≥9.2(前25百分位数)。
    结果:KFRT和死亡。
    边缘结构模型适合描述阴离子间隙与研究结果之间的关联,同时考虑潜在的时间依赖性混杂因素。
    结果:研究参与者的平均基线估计肾小球滤过率(eGFR)为28mL/min/1.73m2。在3.1年的平均随访期内,317名患者进展为KFRT(7.5/100患者-年),146例死亡(每100例患者-年3.5例)。在边际结构模型中,高阴离子间隙与较高的KFRT率(HR,3.04[95%CI,1.94-4.75];P<0.001)。在基线eGFR<30mL/min/1.73m2的患者中,这种相关性更强(P=0.05)。高阴离子间隙也与较高的死亡率(HR,5.56[95%CI,2.95-10.5];P<0.001)。对高阴离子间隙的不同定义的敏感性分析显示出相似的结果。
    结论:由于测量阴离子间隙的临床适应症,观察性研究设计和选择偏差。
    结论:在晚期CKD患者中,高阴离子间隙与进展为KFRT和死亡的风险增加相关.
    OBJECTIVE: High anion gap acidosis frequently develops in patients with advanced chronic kidney disease (CKD) and might be involved in kidney injury. Its impact on kidney outcomes, however, has not been well studied. We sought to examine the association between time-updated anion gap and the risk of kidney failure with replacement therapy (KFRT) among patients with advanced CKD.
    METHODS: Retrospective cohort study.
    METHODS: 1,168 patients with CKD glomerular filtration rate categories 3b-5 (G3b-G5) who had available data on anion gap.
    METHODS: High time-updated anion gap defined as values ≥ 9.2 (top 25th percentile).
    RESULTS: KFRT and death.
    UNASSIGNED: Marginal structural models were fit to characterize the association between anion gap and study outcomes while accounting for potential time-dependent confounding.
    RESULTS: The mean baseline estimated glomerular filtration rate (eGFR) of the study participants was 28 mL/min/1.73 m2. Over a median follow-up period of 3.1 years, 317 patients progressed to KFRT (7.5 per 100 patient-years), and 146 died (3.5 per 100 patient-years). In the marginal structural models, a high anion gap was associated with a higher rate of KFRT (HR, 3.04 [95% CI, 1.94-4.75]; P < 0.001). This association was stronger in patients with a baseline eGFR of <30 mL/min/1.73 m2 (P for interaction = 0.05). High anion gap was also associated with a higher mortality rate (HR, 5.56 [95% CI, 2.95-10.5]; P < 0.001). Sensitivity analyses with different definitions of high anion gap showed similar results.
    CONCLUSIONS: Observational study design and selection bias due clinical indications for measuring anion gap.
    CONCLUSIONS: Among patients with advanced CKD, high anion gap was associated with an increased risk of progression to KFRT and death.
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  • 文章类型: Journal Article
    Over the past few decades, there has been increasing recognition of kidney disease in children with non-kidney solid organ transplantation. The risk of kidney disease in children undergoing heart or liver transplantation is higher than the general population as the underlying disease and its associated management may directly impair kidney function. Both heart and liver failures contribute to hypoperfusion and kidney ischemia before patients reach the point of transplant. The transplant surgery itself can often be complicated by acute kidney injury (AKI), which may be further exacerbated by a complicated postoperative course. In the short- and long-term post-transplant period, these children are at risk of acute illness, exposed to nephrotoxic medications, and susceptible to rare but severe infections and immunologic insults that may contribute to AKI and chronic kidney disease (CKD). In some, CKD can progress to kidney failure with replacement therapy (KFRT). CKD and KFRT are associated with increased morbidity and mortality in this patient population. Therefore, it is critical to monitor for and recognize the risk factors for kidney injury in this population and mitigate these risks. In this paper, the authors provide an overview of kidney disease pertaining to heart and liver transplantation in children with guidance on monitoring, diagnosis, prevention, and management.
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