Renal scarring

  • 文章类型: Journal Article
    背景:儿童尿路感染(UTI)可导致肾脏疤痕,可能还有高血压,慢性肾脏病(CKD),和终末期肾衰竭(ESRF)。以前的研究集中在选定的人群中,患有严重疾病或潜在危险因素。大多数患有UTI的儿童的风险尚不清楚。
    目的:在未选择的儿童群体中,研究儿童UTI与结局之间的关联。
    方法:一项基于人群的回顾性队列研究,使用连锁GP,医院,和威尔士的微生物学记录,英国。
    方法:参与者均为2005-2009年出生的儿童,随访至2017年12月31日。该暴露在5岁之前是微生物学证实的UTI。主要结局指标是肾脏瘢痕形成,高血压,CKD,和ESRF。
    结果:总计,其中包括159名201名儿童;77524名(48.7%)为女性,7%(n=11099)在5岁之前患有UTI。到7岁时,共有0.16%(n=245)被诊断出患有肾脏疤痕。到7岁患有UTI的儿童,肾脏瘢痕形成的几率更高(1.24%;调整后的比值比4.60[95%置信区间[CI]=3.33至6.35])。平均随访时间为9.53年。调整后的风险比为:高血压为1.44(95%CI=0.84至2.46);CKD为1.67(95%CI=0.85至3.31);ESRF为1.16(95%CI=0.56至2.37)。
    结论:在未选择的UTI儿童人群中,肾脏瘢痕形成的患病率较低。没有潜在的风险因素,UTI与CKD无关,高血压,或ESRF到10岁。对儿童肾脏进行系统扫描的进一步研究,包括那些不太严重的UTI和没有UTI的,需要增加这些结果的确定性,因为大多数孩子没有扫描。需要更长时间的随访来确定UTI,没有额外的风险因素,与高血压有关,CKD,或ESRF以后的生活。
    BACKGROUND: Childhood urinary tract infection (UTI) can cause renal scarring, and possibly hypertension, chronic kidney disease (CKD), and end-stage renal failure (ESRF). Previous studies have focused on selected populations, with severe illness or underlying risk factors. The risk for most children with UTI is unclear.
    OBJECTIVE: To examine the association between childhood UTI and outcomes in an unselected population of children.
    METHODS: A retrospective population-based cohort study using linked GP, hospital, and microbiology records in Wales, UK.
    METHODS: Participants were all children born in 2005-2009, with follow-up until 31 December 2017. The exposure was microbiologically confirmed UTI before the age of 5 years. The key outcome measures were renal scarring, hypertension, CKD, and ESRF.
    RESULTS: In total, 159 201 children were included; 77 524 (48.7%) were female and 7% (n = 11 099) had UTI before the age of 5 years. A total of 0.16% (n = 245) were diagnosed with renal scarring by the age of 7 years. Odds of renal scarring were higher in children by age 7 years with UTI (1.24%; adjusted odds ratio 4.60 [95% confidence interval [CI] = 3.33 to 6.35]). Mean follow-up was 9.53 years. Adjusted hazard ratios were: 1.44 (95% CI = 0.84 to 2.46) for hypertension; 1.67 (95% CI = 0.85 to 3.31) for CKD; and 1.16 (95% CI = 0.56 to 2.37) for ESRF.
    CONCLUSIONS: The prevalence of renal scarring in an unselected population of children with UTI is low. Without underlying risk factors, UTI is not associated with CKD, hypertension, or ESRF by the age of 10 years. Further research with systematic scanning of children\'s kidneys, including those with less severe UTI and without UTI, is needed to increase the certainty of these results, as most children are not scanned. Longer follow-up is needed to establish if UTI, without additional risk factors, is associated with hypertension, CKD, or ESRF later in life.
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  • 文章类型: Journal Article
    背景:发热性尿路感染(UTI)是婴儿中最严重的细菌感染,其中一部分患者出现并发症。根据临床症状确定有反复感染或肾损害风险的婴儿是具有挑战性的。先前的观察表明,遗传因素会影响UTI的结果,并可以作为疾病严重程度的预测因子。在这项研究中,我们在全国范围内对婴儿基因型进行了调查,以制定基于个体遗传风险的感染管理策略.我们的目的是确定肾脏瘢痕形成(RS)的遗传易感性变异和易感扩张膀胱输尿管反流(VUR)和复发性UTI的遗传宿主因素。
    方法:为了评估遗传易感性,我们使用外显子组基因分型从血液中收集和分析DNA.通过生物信息学分析鉴定了疾病相关的遗传变异,包括等位基因频率测试和比值比计算。使用二巯基琥珀酸(DMSA)闪烁显像术定义肾脏受累。
    结果:在这项调查中,纳入了一个队列,该队列包括1087例首次出现高热UTI的婴儿.在这个群体中,对137例接受DMSA扫描的婴儿进行了基因关联分析.在RS患者和表现出肾脏受累的患者之间观察到了显着的遗传差异。值得注意的是,表明肾脏瘢痕形成的遗传特征是线粒体基因。
    结论:在这项关于婴儿期高热UTI后RS遗传易感性的全国性研究中,我们确定了一个以线粒体多态性为主的谱。这个轮廓可以作为未来并发症的预测指标,包括RS和复发性UTI。
    BACKGROUND: Febrile urinary tract infections (UTIs) are among the most severe bacterial infections in infants, in which a subset of patients develops complications. Identifying infants at risk of recurrent infections or kidney damage based on clinical signs is challenging. Previous observations suggest that genetic factors influence UTI outcomes and could serve as predictors of disease severity. In this study, we conducted a nationwide survey of infant genotypes to develop a strategy for infection management based on individual genetic risk. Our aims were to identify genetic susceptibility variants for renal scarring (RS) and genetic host factors predisposing to dilating vesicoureteral reflux (VUR) and recurrent UTIs.
    METHODS: To assess genetic susceptibility, we collected and analyzed DNA from blood using exome genotyping. Disease-associated genetic variants were identified through bioinformatics analysis, including allelic frequency tests and odds ratio calculations. Kidney involvement was defined using dimercaptosuccinic acid (DMSA) scintigraphy.
    RESULTS: In this investigation, a cohort comprising 1087 infants presenting with their first episode of febrile UTI was included. Among this cohort, a subset of 137 infants who underwent DMSA scanning was subjected to gene association analysis. Remarkable genetic distinctions were observed between patients with RS and those exhibiting resolved kidney involvement. Notably, the genetic signature indicative of renal scarring prominently featured mitochondrial genes.
    CONCLUSIONS: In this nationwide study of genetic susceptibility to RS after febrile UTIs in infancy, we identified a profile dominated by mitochondrial polymorphisms. This profile can serve as a predictor of future complications, including RS and recurrent UTIs.
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  • 文章类型: Journal Article
    目的:关于膀胱输尿管反流(VUR)的处方文献仍然有限,因此证据水平普遍较低。这些指南的目的是提供一种基于风险分析和诊断测试和干预措施的选择性适应症的VUR治疗的实用方法。我们提供了2023年欧洲泌尿外科协会(EAU)和欧洲儿科泌尿外科学会(ESPU)指南中关于儿童VUR章节的更新。
    方法:对上一次更新至2022年3月的所有相关出版物进行了结构化文献综述。
    最重要的更新如下。膀胱和肠功能障碍(BBD)在上厕所训练的患有尿路感染(UTI)且伴有或不伴有原发性VUR的儿童中很常见,并且在放射性核素扫描中增加了高热UTI和局灶性摄取缺陷的风险。可能并非每位VUR患者都需要持续的抗生素预防(CAP)。虽然文献没有提供任何关于VUR患者CAP持续时间的可靠信息,一个实用的方法是考虑CAP,直到没有进一步的BBD。对高热UTI和高级别VUR儿童的建议包括初始医疗,为不遵守CAP规定的手术护理,尽管有CAP,但突破性的高热UTI,和症状性VUR在长期随访中持续存在。腹腔镜和经膀胱镜下输尿管再植术的比较表明,就分辨率和并发症发生率而言,两者都是不错的选择。膀胱手术是用于机器人再植入的最常见方法,具有广泛的变化和成功率。
    结论:此更新的2023EAU/ESPU指南摘要为儿童VUR的管理和诊断评估提供了实际考虑。
    对于患有VUR的儿童,重要的是治疗BBD如果存在。关于CAP持续时间的实际方法是考虑施用直至BBD消退。
    结果:我们提供了关于儿童尿反流(尿液通过泌尿道回流)的诊断和管理指南的总结和更新。膀胱和肠功能障碍的治疗至关重要,因为这在接受过厕所训练的患有尿路感染的儿童中很常见。
    OBJECTIVE: The prescriptive literature on vesicoureteral reflux (VUR) is still limited and thus the level of evidence is generally low. The aim of these guidelines is to provide a practical approach to the treatment of VUR that is based on risk analysis and selective indications for both diagnostic tests and interventions. We provide a 2023 update on the chapter on VUR in children from the European Association of Urology (EAU) and European Society for Paediatric Urology (ESPU) guidelines.
    METHODS: A structured literature review was performed for all relevant publications published from the last update up to March 2022.
    UNASSIGNED: The most important updates are as follows. Bladder and bowel dysfunction (BBD) is common in toilet-trained children presenting with urinary tract infection (UTI) with or without primary VUR and increases the risk of febrile UTI and focal uptake defects on a radionuclide scan. Continuous antibiotic prophylaxis (CAP) may not be required in every VUR patient. Although the literature does not provide any reliable information on CAP duration in VUR patients, a practical approach would be to consider CAP until there is no further BBD. Recommendations for children with febrile UTI and high-grade VUR include initial medical treatment, with surgical care reserved for CAP noncompliance, breakthrough febrile UTIs despite CAP, and symptomatic VUR that persists during long-term follow-up. Comparison of laparoscopic extravesical versus transvesicoscopic ureteral reimplantation demonstrated that both are good option in terms of resolution and complication rates. Extravesical surgery is the most common approach used for robotic reimplantation, with a wide range of variations and success rates.
    CONCLUSIONS: This summary of the updated 2023 EAU/ESPU guidelines provides practical considerations for the management and diagnostic evaluation of VUR in children.
    UNASSIGNED: For children with VUR, it is important to treat BBD if present. A practical approach regarding the duration of CAP is to consider administration until BBD resolution.
    RESULTS: We provide a summary and update of guidelines on the diagnosis and management of urinary reflux (where urine flows back up through the urinary tract) in children. Treatment of bladder and bowel dysfunction is critical, as this is common in toilet-trained children presenting with urinary tract infection.
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  • 文章类型: Journal Article
    我们的研究旨在调查尿路感染(UTI)儿童的第一慢性期Tech-99m二巯基琥珀酸(DMSA)肾脏闪烁显像图像中显示的患者/图像特征与肾脏疤痕完全缓解之间的关系。五十个孩子,在UTI诊断后经历了两次以上的DMSA慢性期闪烁显像,并且在第一次慢性期DMSA肾脏闪烁显像中有肾脏疤痕,已注册。将它们分为2组:在第二慢性期DMSA肾脏闪烁显像中有或没有完全缓解肾脏疤痕。根据图像发现的严重程度,将肾脏瘢痕分为3级。7例肾瘢痕完全缓解。年龄和严重程度存在显着差异。在没有DMSA肾脏闪烁显像的严重发现的情况下,幼儿的肾脏疤痕可能会完全逆转。额外的慢性期检查可能有助于完成随访和患者安心。
    Our study aimed to investigate the association between the characteristics of patients/images and complete remission of renal scarring shown in the first chronic phase Technetium-99m dimercaptosuccinic acid (DMSA) renal scintigraphy images in children with urinary tract infection (UTI). Fifty children, who underwent the chronic phase of DMSA scintigraphy more than twice following UTI diagnosis and had renal scarring in the first chronic phase DMSA renal scintigraphy, were enrolled. They were classified into 2 groups: with and without complete remission of renal scarring on the second chronic phase DMSA renal scintigraphy. Renal scarring was classified into 3 grades based on severity per the image findings. Seven cases had complete remission from renal scarring. There were significant differences in age and severity. Renal scarring might be completely reversed in young children without severe findings on DMSA renal scintigraphy. Additional chronic phase examination may aid in follow-up completion and patients\' peace of mind.
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  • 文章类型: Meta-Analysis
    目的:回顾神经源性膀胱(NB)患儿的泌尿外科结果。
    方法:我们在EMBASE上进行了文献检索,MEDLINE,Scopus,WebofScience,以及2000年1月1日至2023年8月21日期间的Cochrane中央对照试验注册,用于调查儿科患者(0-18岁)脊柱裂相关NB的管理。前瞻性管理定义为使用清洁间歇性导管插入术,和/或抗胆碱能药物,或基于1岁时最初的高危尿动力学检查结果。延迟管理定义为在1岁或无干预后开始管理。结果包括继发性膀胱输尿管反流(VUR)的发生率或诊断,尿路感染(UTI),和肾脏恶化,其中包括肾脏疤痕,在核扫描中肾功能的差异丧失,或由肾小球滤过率或血清肌酐估计定义的肾功能下降。使用具有随机效应模型的逆方差方法合成了森林地块。使用ROBINS-I工具评估偏差风险。
    结果:我们纳入了8项观察性研究,纳入了652例脊柱裂相关NB患儿(平均随访-7年)。初始评估后的主动管理与继发性VUR的风险显着降低相关(OR0.37[0.19,0.74],p=0.004),非发热UTI(OR0.35[0.19,0.62],p=0.0004),和肾脏恶化(OR0.31[0.20,0.47],p<0.00001)。
    结论:NB的延迟管理可能会使继发性VUR的风险高出3倍,非发热UTI,和肾脏恶化。然而,由于观察性研究中缺乏随机化和标准化报告,偏倚风险较高,因此证据有限.
    结论:虽然应进行进一步明确的长期随访前瞻性研究以证实这一发现,本研究支持EAU/ESPU对NB患儿早期干预的建议.
    To review the urological outcomes of proactive versus delayed management of children with a neurogenic bladder (NB).
    We performed a literature search on EMBASE, MEDLINE, Scopus, Web of Science, and Cochrane Central Register of Controlled Trials between January 1, 2000 to August 21, 2023 for studies investigating the management of spina bifida-associated NB in pediatric patients (0-18 years of age). Proactive management was defined as use of clean intermittent catheterization, and/or anticholinergics at presentation, or based on initial high-risk urodynamic findings by 1 year of age. Delayed management was defined as beginning management after 1 year of age or no intervention. Outcomes included incidence or diagnosis of secondary vesicoureteral reflux (VUR), urinary tract infection (UTI), and renal deterioration, which included renal scarring, loss of differential renal function on a nuclear scan, or a decrease in renal function defined by glomerular filtration rate or serum creatinine estimation. Forest plots were synthesized using the Inverse Variance method with random-effect model. The Risk of Bias was assessed using the ROBINS-I tool.
    We included 8 observational studies on 652 pediatric patients with spina bifida-associated NB (mean follow-up - 7 years). Proactive management following initial assessment was associated with significantly lower risks of secondary VUR (OR 0.37 [0.19, 0.74], p = 0.004), non-febrile UTI (OR 0.35 [0.19, 0.62], p = 0.0004), and renal deterioration (OR 0.31 [0.20, 0.47], p < 0.00001).
    Delayed management of NB potentially has 3 times higher risks of secondary VUR, non-febrile UTI, and renal deterioration. However, the evidence is limited by the high risk of bias due to lack of randomization and standardized reporting in observational studies.
    While further well-defined prospective studies with long-term follow-up should be conducted to confirm this finding, this study supports the EAU/ESPU recommendations for early intervention in children with NB.
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  • 文章类型: Journal Article
    背景:我们旨在检测复发性尿路感染(UTI)继发肾瘢痕(RS)患者的并发症和相关危险因素。
    方法:50例RS患者与25例无RS患者进行比较,血清肌酐,24小时尿肌酐清除率,和24小时尿白蛋白水平。还进行了办公室血压(BP)检查和动态BP监测(ABPM)。
    结果:在50例患者中检测到膀胱输尿管反流。在5例RS患者中观察到肾小球滤过率(GFR)<90ml/min/1.73m2,但无RS患者。双侧RS和重度RS患者的白蛋白尿显着升高。有蛋白尿的患者的GFR明显低于没有蛋白尿的患者。所有非卧位高血压(HT)患者均为RS组,其中60%患有夜间孤立性HT。与没有RS的人相比,RS患者的所有BP读数的SDS值均显着较高,24小时和夜间收缩压和舒张压负荷明显较低的收缩压下降。RS患者GFR与舒张压SDS、舒张压负荷呈负相关。重度RS患者的日间舒张压负荷明显高于轻度RS患者。
    结论:孤立的夜间HT可能是UTIRS并发症的早期征兆。白蛋白尿与血压升高和肾功能受损有关。因此,ABPM和评估蛋白尿应该是随访的常规部分。舒张压升高可能与这些患者的不良预后相关。
    We aimed to detect complications and associated risk factors in patients with renal scarring (RS) secondary to recurrent urinary tract infections (UTI).
    Fifty patients with RS were compared with 25 patients without RS by means of, serum creatinine, 24- hour urinary creatinine clearance, and 24-hour urinary albumin levels. Office blood pressure (BP) examination and ambulatory BP monitoring (ABPM) were also performed.
    Vesicoureteral reflux was detected in 50 patients. Glomerular filtration rate (GFR) < 90 ml/min/1.73 m2 was observed in 5 patients with RS but in no patient without RS. Albuminuria was significantly higher in patients with bilateral RS and severe RS. Patients with albuminuria had a significantly lower GFR than those without. All patients with ambulatory hypertension (HT) were in the RS group, and 60% of those had isolated nocturnal HT. Compared to those without RS, patients with RS had significantly higher SDS values for all BP readings, 24-hour and nighttime systolic and diastolic BP loads with significantly lower systolic dipping. GFR was negatively correlated with diastolic BP SDS and diastolic BP load in patients with RS. Daytime diastolic BP load was significantly higher in those with severe RS than in those with mild RS.
    Isolated nocturnal HT could be an early sign of complications in RS of UTI. Albuminuria is related to increased BP and impaired renal function. Therefore, ABPM and assessing albuminuria should be a routine part of the follow-up. Diastolic BP elevations could be associated with worse outcomes in these patients.
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  • 文章类型: Journal Article
    儿童尿路感染(UTI)是就诊和医疗支出的主要来源。研究诊断,治疗,在过去的10年里,UTI的预防也在不断发展。新的成像技术和UTI筛查工具的开发极大地提高了我们的诊断准确性。由于多重耐药生物的增加强调了对抗生素管理的必要性,因此必须确定谁来治疗。这篇综述涵盖了UTI儿童的当代管理以及已实施到临床实践中的数据驱动范式转变。
    最近的数据显示了临床上显着的膀胱输尿管反流(VUR)的自限性和低患病率,儿童的调查成像越来越不频繁。对比增强排尿尿路图(CEVUS)已成为一种有用的诊断工具,因为它可以在不需要辐射的情况下提供VUR的准确检测。正在研究泌尿和肠道微生物作为潜在的治疗药物靶标,由于复发性UTI患儿的细菌增殖有显著改变。在患有肾盂肾炎的儿童中使用辅助皮质类固醇可以降低肾脏瘢痕形成和进行性肾功能不全的风险。针对大肠杆菌上存在的抗原的疫苗的开发可能会改变我们治疗复发性UTI儿童的方式。
    美国儿科学会将UTI定义为存在至少50,000CFU/mL的通过膀胱导管插入术获得的单一尿路病原体,尿液显微镜上存在白细胞酯酶(LE)或WBC阳性的试纸尿液分析。尿路感染在女性中更常见,未割礼的男性在生命的第一年风险最高。大肠杆菌是UTI诊断中最常见的培养生物,并且多药耐药菌株变得越来越普遍。诊断应该用未污染的尿液样本来确认,从中流收集中获得,膀胱导管插入术,或耻骨上抽吸术。符合成像标准的患者应进行肾脏和膀胱超声检查,根据超声或临床病史的结果进行进一步的调查成像。持续的抗生素预防是有争议的;然而,有证据表明,高度VUR和膀胱和肠功能障碍的患者保留了最大的获益。开放的反流手术修复是对某些人群可用的内窥镜方法进行医疗管理失败的患者的金标准。
    UNASSIGNED: Urinary tract infection (UTI) in children is a major source of office visits and healthcare expenditure. Research into the diagnosis, treatment, and prophylaxis of UTI has evolved over the past 10 years. The development of new imaging techniques and UTI screening tools has improved our diagnostic accuracy tremendously. Identifying who to treat is imperative as the increase in multi-drug-resistant organisms has emphasized the need for antibiotic stewardship. This review covers the contemporary management of children with UTI and the data-driven paradigm shifts that have been implemented into clinical practice.
    UNASSIGNED: With recent data illustrating the self-limiting nature and low prevalence of clinically significant vesicoureteral reflux (VUR), investigational imaging in children has become increasingly less frequent. Contrast-enhanced voiding urosonogram (CEVUS) has emerged as a useful diagnostic tool, as it can provide accurate detection of VUR without the need of radiation. The urinary and intestinal microbiomes are being investigated as potential therapeutic drug targets, as children with recurrent UTIs have significant alterations in bacterial proliferation. Use of adjunctive corticosteroids in children with pyelonephritis may decrease the risk of renal scarring and progressive renal insufficiency. The development of a vaccine against an antigen present on Escherichia coli may change the way we treat children with recurrent UTIs.
    UNASSIGNED: The American Academy of Pediatrics defines a UTI as the presence of at least 50,000 CFU/mL of a single uropathogen obtained by bladder catheterization with a dipstick urinalysis positive for leukocyte esterase (LE) or WBC present on urine microscopy. UTIs are more common in females, with uncircumcised males having the highest risk in the first year of life. E. coli is the most frequently cultured organism in UTI diagnoses and multi-drug-resistant strains are becoming more common. Diagnosis should be confirmed with an uncontaminated urine specimen, obtained from mid-stream collection, bladder catheterization, or suprapubic aspiration. Patients meeting criteria for imaging should undergo a renal and bladder ultrasound, with further investigational imaging based on results of ultrasound or clinical history. Continuous antibiotic prophylaxis is controversial; however, evidence shows patients with high-grade VUR and bladder and bowel dysfunction retain the most benefit. Open surgical repair of reflux is the gold standard for patients who fail medical management with endoscopic approaches available for select populations.
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  • 文章类型: Journal Article
    文献中没有明确记录诊断为尿路扩张(UTD)和膀胱输尿管反流(VUR)的儿童的长期成人结局。同样,这些患者从青春期过渡到成年期的随访方案因机构和文化而异.一些研究表明,儿童时期被诊断为VUR的个体一生中尿路感染(UTI)的风险更高,即使在设置之前的VUR分辨率或手术矫正。这在肾瘢痕形成的患者中尤其重要,谁是尿路感染的高风险,妊娠期高血压和肾功能恶化。对于患有严重慢性肾脏疾病(CKD)的女性,怀孕期间不良母婴结局的风险更高。接受内窥镜注射或再植入的患者应就每次干预相关的长期特殊风险进行咨询。包括输尿管注射桩的钙化,以及再植入后未来内窥镜手术的潜在挑战。虽然没有证据表明儿童期保守管理的UTD之间存在直接相关性,以及在成年期诊断出的有症状的UTD,所有患者都应该意识到持续上尿路扩张的长期风险.最后,青春期膀胱肠功能障碍(BBD)的治疗更具挑战性,并可能导致该年龄组的症状性复发.
    Long-term adult outcomes of children diagnosed with urinary tract dilatation (UTD) and vesicoureteral reflux (VUR) are not clearly documented in the literature. Likewise, follow-up protocols for these patients as they transition through adolescence and into adulthood vary with institution and cultures. Several studies have shown that individuals diagnosed with VUR in childhood are at higher risk of urinary tract infection (UTI) throughout their lives, even in the setting of prior VUR resolution or surgical correction. This is particularly relevant in patients with renal scarring, who are at higher risk of UTIs, hypertension and renal function deterioration in pregnancy. The risk of adverse maternal and fetal outcomes in pregnancy are higher for women with significant chronic kidney disease (CKD). Patients who underwent endoscopic injection or reimplantation should be counselled on the long-term particular risks associated with each intervention, including calcification of ureteric injection mounds, and the potential challenges of future endoscopic procedures following reimplantation. Although there is no evidence for the direct correlation between conservatively managed UTD in childhood, and symptomatic UTD diagnosed in adulthood, all patients should be aware of the long-term risks of persistent upper tract dilatation. Lastly, bladder-bowel dysfunction (BBD) management in adolescence can be more challenging and may contribute to symptomatic recurrence in this age group.
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  • 文章类型: Journal Article
    膀胱输尿管反流(VUR)是儿童最常见的先天性尿路异常。它主要在尿路感染后或在评估肾脏和泌尿道的先天性异常期间被诊断出来。高档VUR,复发性肾盂肾炎,和抗生素治疗的延迟开始是肾脏瘢痕形成的重要危险因素。VUR的管理取决于多种因素,可能包括仅监测或抗菌药物预防;很少有VUR患者需要手术矫正。应监测肾瘢痕形成患者的高血压,也应监测有明显瘢痕形成的患者的蛋白尿和慢性肾脏疾病。
    Vesicoureteral reflux (VUR) is the commonest congenital anomaly of urinary tract in children. It is mostly diagnosed after a urinary tract infection or during evaluation for congenital anomalies of the kidney and urinary tract. High-grade VUR, recurrent pyelonephritis, and delayed initiation of antibiotic treatment are important risk factors for renal scarring. The management of VUR depends on multiple factors and may include surveillance only or antimicrobial prophylaxis; very few patients with VUR need surgical correction. Patients with renal scarring should be monitored for hypertension and those with significant scarring should also be monitored for proteinuria and chronic kidney disease.
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  • 文章类型: Journal Article
    背景:在患有膀胱输尿管反流(VUR)的儿童中明显观察到肾脏瘢痕形成,并可导致复杂的肾脏结局。虽然活检是检测肾瘢痕的金标准,这是一个侵入性的过程。已经建立了可以帮助检测肾瘢痕形成的肾生物标志物。个体生物标志物尚未显示出对此具有广泛良好的辨别能力。
    目的:本文旨在结合模型中多种生物标志物的价值来检测肾脏瘢痕形成。
    方法:次要数据与肾脏生物标志物的值,如肾损伤分子-1,中性粒细胞明胶酶相关脂质运载蛋白(NGAL),考虑了尿肌酐和肾脏瘢痕状态。Logistic回归,判别分析,贝叶斯逻辑回归,朴素贝叶斯,用这些标记开发了决策树模型。使用ROC曲线的曲线下面积评估个体生物标志物连同模型的辨别能力。灵敏度,特异性,和错误分类率进行了估计和比较。
    结果:NGAL是肾脏瘢痕患者分类中最主要的肾脏生物标志物(AUC:0.77(0.67,0.87);p值<0.001)。每个模型都比单个生物标志物表现更好。决策树(AUC:0.83(0.74,0.91);p值<0.001)和朴素贝叶斯模型(误分类率=20.2%)在模型中表现最好。
    结论:与考虑单个肾脏生物标志物相比,通过统计或机器学习模型结合肾脏生物标志物的值来检测肾脏瘢痕形成是一种更好的方法。
    BACKGROUND: Renal scarring is prominently observed in children with vesicoureteral reflux (VUR) and can lead to complicated renal outcomes. Although biopsy is the gold standard to detect renal scarring, it is an invasive procedure. There are established renal biomarkers which can help detect renal scarring. Individual biomarkers have not shown to have extensively good discriminatory ability for this.
    OBJECTIVE: This paper aims at combining the values of multiple biomarkers in models to detect renal scarring.
    METHODS: Secondary data with the values of renal biomarkers like kidney injury molecule-1, neutrophil gelatinase-associated lipocalin (NGAL), and urinary creatinine along with the renal scarring status was considered. Logistic regression, discriminant analysis, Bayesian logistic regression, Naïve Bayes, and decision tree models were developed with these markers. The discriminatory ability of individual biomarkers along with the models was assessed using the area under the curve from ROC curve. Sensitivity, specificity, and misclassification rates were estimated and compared.
    RESULTS: NGAL was the most predominant renal biomarker in classifying the patients with renal scarring (AUC: 0.77 (0.67, 0.87); p value < 0.001). Each of the model performed better than individual biomarkers. Decision tree (AUC: 0.83 (0.74, 0.91); p value < 0.001) and Naïve Bayes model (misclassification rate = 20.2%) performed the best amongst the models.
    CONCLUSIONS: Combining the values of renal biomarkers through a statistical or machine learning model to detect renal scarring is a better approach as compared to considering individual renal biomarkers.
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