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1.
N Engl J Med ; 389(26): 2436-2445, 2023 Dec 28.
Artículo en Inglés | MEDLINE | ID: mdl-37921461

RESUMEN

BACKGROUND: An unmet need exists for focal segmental glomerulosclerosis (FSGS) treatment. In an 8-week, phase 2 trial, sparsentan, a dual endothelin-angiotensin receptor antagonist, reduced proteinuria in patients with FSGS. The efficacy and safety of longer-term treatment with sparsentan for FSGS are unknown. METHODS: In this phase 3 trial, we enrolled patients with FSGS (without known secondary causes) who were 8 to 75 years of age; patients were randomly assigned to receive sparsentan or irbesartan (active control) for 108 weeks. The surrogate efficacy end point assessed at the prespecified interim analysis at 36 weeks was the FSGS partial remission of proteinuria end point (defined as a urinary protein-to-creatinine ratio of ≤1.5 [with protein and creatinine both measured in grams] and a >40% reduction in the ratio from baseline). The primary efficacy end point was the estimated glomerular filtration rate (eGFR) slope at the time of the final analysis. The change in eGFR from baseline to 4 weeks after the end of treatment (week 112) was a secondary end point. Safety was also evaluated. RESULTS: A total of 371 patients underwent randomization: 184 were assigned to receive sparsentan and 187 to receive irbesartan. At 36 weeks, the percentage of patients with partial remission of proteinuria was 42.0% in the sparsentan group and 26.0% in the irbesartan group (P = 0.009), a response that was sustained through 108 weeks. At the time of the final analysis at week 108, there were no significant between-group differences in the eGFR slope; the between-group difference in total slope (day 1 to week 108) was 0.3 ml per minute per 1.73 m2 of body-surface area per year (95% confidence interval [CI], -1.7 to 2.4), and the between-group difference in the slope from week 6 to week 108 (i.e., chronic slope) was 0.9 ml per minute per 1.73 m2 per year (95% CI, -1.3 to 3.0). The mean change in eGFR from baseline to week 112 was -10.4 ml per minute per 1.73 m2 with sparsentan and -12.1 ml per minute per 1.73 m2 with irbesartan (difference, 1.8 ml per minute per 1.73 m2; 95% CI, -1.4 to 4.9). Sparsentan and irbesartan had similar safety profiles, and the frequency of adverse events was similar in the two groups. CONCLUSIONS: Among patients with FSGS, there were no significant between-group differences in eGFR slope at 108 weeks, despite a greater reduction in proteinuria with sparsentan than with irbesartan. (Funded by Travere Therapeutics; DUPLEX ClinicalTrials.gov number, NCT03493685.).


Asunto(s)
Glomeruloesclerosis Focal y Segmentaria , Irbesartán , Proteinuria , Humanos , Biomarcadores , Creatinina , Tasa de Filtración Glomerular , Glomeruloesclerosis Focal y Segmentaria/complicaciones , Glomeruloesclerosis Focal y Segmentaria/tratamiento farmacológico , Glomeruloesclerosis Focal y Segmentaria/fisiopatología , Irbesartán/administración & dosificación , Irbesartán/efectos adversos , Irbesartán/uso terapéutico , Proteinuria/tratamiento farmacológico , Proteinuria/etiología , Niño , Adolescente , Adulto Joven , Adulto , Persona de Mediana Edad , Anciano , Inducción de Remisión
2.
Lancet ; 402(10417): 2077-2090, 2023 12 02.
Artículo en Inglés | MEDLINE | ID: mdl-37931634

RESUMEN

BACKGROUND: Sparsentan, a novel, non-immunosuppressive, single-molecule, dual endothelin angiotensin receptor antagonist, significantly reduced proteinuria versus irbesartan, an angiotensin II receptor blocker, at 36 weeks (primary endpoint) in patients with immunoglobulin A nephropathy in the phase 3 PROTECT trial's previously reported interim analysis. Here, we report kidney function and outcomes over 110 weeks from the double-blind final analysis. METHODS: PROTECT, a double-blind, randomised, active-controlled, phase 3 study, was done across 134 clinical practice sites in 18 countries throughout the Americas, Asia, and Europe. Patients aged 18 years or older with biopsy-proven primary IgA nephropathy and proteinuria of at least 1·0 g per day despite maximised renin-angiotensin system inhibition for at least 12 weeks were randomly assigned (1:1) to receive sparsentan (target dose 400 mg oral sparsentan once daily) or irbesartan (target dose 300 mg oral irbesartan once daily) based on a permuted-block randomisation method. The primary endpoint was proteinuria change between treatment groups at 36 weeks. Secondary endpoints included rate of change (slope) of the estimated glomerular filtration rate (eGFR), changes in proteinuria, a composite of kidney failure (confirmed 40% eGFR reduction, end-stage kidney disease, or all-cause mortality), and safety and tolerability up to 110 weeks from randomisation. Secondary efficacy outcomes were assessed in the full analysis set and safety was assessed in the safety set, both of which were defined as all patients who were randomly assigned and received at least one dose of randomly assigned study drug. This trial is registered with ClinicalTrials.gov, NCT03762850. FINDINGS: Between Dec 20, 2018, and May 26, 2021, 203 patients were randomly assigned to the sparsentan group and 203 to the irbesartan group. One patient from each group did not receive the study drug and was excluded from the efficacy and safety analyses (282 [70%] of 404 included patients were male and 272 [67%] were White) . Patients in the sparsentan group had a slower rate of eGFR decline than those in the irbesartan group. eGFR chronic 2-year slope (weeks 6-110) was -2·7 mL/min per 1·73 m2 per year versus -3·8 mL/min per 1·73 m2 per year (difference 1·1 mL/min per 1·73 m2 per year, 95% CI 0·1 to 2·1; p=0·037); total 2-year slope (day 1-week 110) was -2·9 mL/min per 1·73 m2 per year versus -3·9 mL/min per 1·73 m2 per year (difference 1·0 mL/min per 1·73 m2 per year, 95% CI -0·03 to 1·94; p=0·058). The significant reduction in proteinuria at 36 weeks with sparsentan was maintained throughout the study period; at 110 weeks, proteinuria, as determined by the change from baseline in urine protein-to-creatinine ratio, was 40% lower in the sparsentan group than in the irbesartan group (-42·8%, 95% CI -49·8 to -35·0, with sparsentan versus -4·4%, -15·8 to 8·7, with irbesartan; geometric least-squares mean ratio 0·60, 95% CI 0·50 to 0·72). The composite kidney failure endpoint was reached by 18 (9%) of 202 patients in the sparsentan group versus 26 (13%) of 202 patients in the irbesartan group (relative risk 0·7, 95% CI 0·4 to 1·2). Treatment-emergent adverse events were well balanced between sparsentan and irbesartan, with no new safety signals. INTERPRETATION: Over 110 weeks, treatment with sparsentan versus maximally titrated irbesartan in patients with IgA nephropathy resulted in significant reductions in proteinuria and preservation of kidney function. FUNDING: Travere Therapeutics.


Asunto(s)
Glomerulonefritis por IGA , Fallo Renal Crónico , Femenino , Humanos , Masculino , Antagonistas de Receptores de Angiotensina/efectos adversos , Método Doble Ciego , Glomerulonefritis por IGA/tratamiento farmacológico , Irbesartán/efectos adversos , Proteinuria/tratamiento farmacológico , Resultado del Tratamiento , Adulto
3.
Nephrol Dial Transplant ; 38(3): 712-721, 2023 02 28.
Artículo en Inglés | MEDLINE | ID: mdl-35689669

RESUMEN

BACKGROUND: In East Asian countries, patients with chronic kidney disease (CKD) have lower cardiovascular risk profiles and experience fewer cardiovascular events (CVEs) than those in Western countries. Thus the clinical predictive performance of well-known risk factors warrants further testing in this population. METHODS: The KoreaN cohort study for Outcome in patients With Chronic Kidney Disease (KNOW-CKD) is a multicenter, prospective observational study. We included 1579 participants with CKD G1-G5 without kidney replacement therapy between 2011 and 2016. The main predictor was the coronary artery calcium score (CACS). The primary outcome was a composite of nonfatal CVEs or all-cause mortality. Secondary outcomes included 3-point major adverse cardiovascular events (MACEs; the composite of cardiovascular death, nonfatal myocardial infarction, or nonfatal stroke), all CVEs and all-cause mortality. RESULTS: During a median follow-up of 5.1 years, a total of 123 primary outcome events occurred (incidence rate 1.6/100 person-years). In the multivariable Cox model, a 1-standard deviation log increase in the CACS was associated with a 1.67-fold [95% confidence interval (CI), 1.37-2.04] higher risk of the primary outcome. Compared with a CACS of 0, the hazard ratio associated with a CACS >400 was 4.89 (95% CI 2.68-8.93) for the primary outcome. This association was consistent for secondary outcomes. Moreover, inclusion of the CACS led to modest improvements in prediction indices of the primary outcome compared with well-known conventional risk factors. CONCLUSIONS: In Korean patients with CKD, the CACS was independently associated with adverse cardiovascular outcomes and all-cause death. The CACS also showed modest improvements in prediction performance over conventional cardiovascular risk factors.


Asunto(s)
Enfermedad de la Arteria Coronaria , Insuficiencia Renal Crónica , Calcificación Vascular , Humanos , Estudios de Cohortes , Calcio , Calcificación Vascular/complicaciones , Insuficiencia Renal Crónica/complicaciones , Factores de Riesgo , Valor Predictivo de las Pruebas
4.
Am J Kidney Dis ; 79(2): 175-184.e1, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-34419516

RESUMEN

RATIONALE & OBJECTIVE: Although existing studies have reported adverse health outcomes after kidney donation, its socioeconomic impact on living donors requires further study. STUDY DESIGN: A retrospective observational cohort study including a matched comparison group. SETTING & PARTICIPANTS: 1,285 living kidney donors from 7 tertiary hospitals between 2003 and 2016, and a matched comparison group consisting of the same number of health screening examinees with similar baseline clinical characteristics and socioeconomic status. All participants were receiving Korean national health insurance. EXPOSURE: Kidney donation as reflected in the Korean National Health Insurance System (NHIS) database. OUTCOME: Changes in household economic status estimated by Korean national health insurance fees and changes in employment status reflected in the NHIS database. ANALYTICAL APPROACH: The outcomes of the donor group and matched control group were compared annually using multivariable logistic regression analyses adjusted for clinical and demographic characteristics. RESULTS: The median ages of the donors and matched controls were 45 and 46 years, respectively; 44.6% of both groups were male. Compared to the comparison group, living donors were at higher risk of being unemployed or losing employment during the first 2 years after donation (eg, first-year loss of employment: odds ratio (OR), 2.27 [95% CI, 1.55-3.33]); however, this association did not persist. Donors also had a significantly lower odds of improvement in economic status (OR, 0.57 [95% CI, 0.47-0.71]) and a higher odds of deterioration in financial status (OR, 1.54 [95% CI, 1.23-1.93]) in the first year after transplantation and subsequently. LIMITATIONS: Unmeasured differences between donors and matched controls creating residual selection bias and confounding. CONCLUSIONS: Living kidney donors may suffer loss of employment and poor economic status after their voluntary donation. The socioeconomic impact on these donors should be considered in conjunction with the potential long-term adverse health outcomes after donation.


Asunto(s)
Trasplante de Riñón , Donadores Vivos , Estudios de Cohortes , Humanos , Riñón , Masculino , Persona de Mediana Edad , Nefrectomía , República de Corea/epidemiología , Estudios Retrospectivos
5.
Nephrol Dial Transplant ; 37(9): 1722-1730, 2022 08 22.
Artículo en Inglés | MEDLINE | ID: mdl-34473286

RESUMEN

BACKGROUND: Optimal blood pressure (BP) control is a major therapeutic strategy to reduce adverse cardiovascular events (CVEs) and mortality in patients with chronic kidney disease (CKD). We studied the association of BP with adverse cardiovascular outcome and all-cause death in patients with CKD. METHODS: Among 2238 participants from the KoreaN cohort study for Outcome in patients With CKD (KNOW-CKD), 2226 patients with baseline BP measurements were enrolled. The main predictor was systolic BP (SBP) categorized by five levels: <110, 110-119, 120-129, 130-139 and ≥140 mmHg. The primary endpoint was a composite outcome of all-cause death or incident CVEs. We primarily used marginal structural models (MSMs) using averaged and the most recent time-updated SBPs. RESULTS: During the follow-up of 10 233.79 person-years (median 4.60 years), the primary composite outcome occurred in 240 (10.8%) participants, with a corresponding incidence rate of 23.5 [95% confidence interval (CI) 20.7-26.6]/1000 patient-years. MSMs with averaged SBP showed a U-shaped relationship with the primary outcome. Compared with time-updated SBP of 110-119 mmHg, hazard ratios (95% CI) for <110, 120-129, 130-139 and ≥140 mmHg were 2.47 (1.48-4.11), 1.29 (0.80-2.08), 2.15 (1.26-3.69) and 2.19 (1.19-4.01), respectively. MSMs with the most recent SBP also showed similar findings. CONCLUSIONS: In Korean patients with CKD, there was a U-shaped association of SBP with the risk of adverse clinical outcomes. Our findings highlight the importance of BP control and suggest a potential hazard of SBP <110 mmHg.


Asunto(s)
Enfermedades Cardiovasculares , Hipertensión , Insuficiencia Renal Crónica , Presión Sanguínea , Enfermedades Cardiovasculares/complicaciones , Enfermedades Cardiovasculares/etiología , Estudios de Cohortes , Humanos , Factores de Riesgo
6.
Nutr Metab Cardiovasc Dis ; 32(2): 410-419, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-34893405

RESUMEN

BACKGROUND AND AIMS: The optimal low-density lipoprotein cholesterol (LDL-C) level to prevent cardiovascular disease in chronic kidney disease (CKD) patients remains unknown. This study aimed to explore the association of LDL-C levels with adverse cardiovascular and kidney outcomes in Korean CKD patients and determine the validity of "the lower, the better" strategy for statin intake. METHODS AND RESULTS: A total of 1886 patients from the KoreaN cohort study for Outcome in patients With CKD (KNOW-CKD) were included. Patients were classified into four LDL-C categories: <70, 70-99, 100-129, and ≥130 mg/dL. The primary outcome was extended major adverse cardiovascular events (eMACEs). Secondary outcomes included all-cause mortality, and CKD progression. During the follow-up period, the primary outcome events occurred in 136 (7.2%) patients (16.9 per 1000 person-years). There was a graded association between LDL-C and the risk of eMACEs. The hazard ratios (95% confidence intervals) for LDL-C categories of 70-99, 100-129, and ≥130 mg/dL were 2.06 (1.14-3.73), 2.79 (1.18-6.58), and 4.10 (1.17-14.3), respectively, compared to LDL-C <70 mg/dL. Time-varying analysis showed consistent findings. The predictive performance of LDL-C for eMACEs was affected by kidney function. Higher LDL-C levels were also associated with significantly higher risks of CKD progression. However, LDL-C level was not associated with all-cause mortality. CONCLUSIONS: This study showed a graded relationship between LDL-C and the risk of adverse cardiovascular outcome in CKD patients. The lowest risk was observed with LDL-C <70 mg/dL, suggesting that a lower LDL-C target may be acceptable.


Asunto(s)
Enfermedades Cardiovasculares , Inhibidores de Hidroximetilglutaril-CoA Reductasas , Insuficiencia Renal Crónica , Enfermedades Cardiovasculares/diagnóstico , Enfermedades Cardiovasculares/epidemiología , Enfermedades Cardiovasculares/prevención & control , LDL-Colesterol , Estudios de Cohortes , Humanos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/efectos adversos , Insuficiencia Renal Crónica/complicaciones , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/terapia
7.
J Am Soc Nephrol ; 32(1): 199-210, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-33168602

RESUMEN

BACKGROUND: Tacrolimus is used as a steroid-sparing immunosuppressant in adults with minimal change nephrotic syndrome. However, combined treatment with tacrolimus and low-dose steroid has not been compared with high-dose steroid for induction of clinical remission in a large-scale randomized study. METHODS: In this 24-week open-label noninferiority study, we randomized 144 adults with minimal change nephrotic syndrome to receive 0.05 mg/kg twice-daily tacrolimus plus once-daily 0.5 mg/kg prednisolone, or once-daily 1 mg/kg prednisolone alone, for up to 8 weeks or until achieving complete remission. Two weeks after complete remission, we tapered the steroid to a maintenance dose of 5-7.5 mg/d in both groups until 24 weeks after study drug initiation. The primary end point was complete remission within 8 weeks (urine protein: creatinine ratio <0.2 g/g). Secondary end points included time until remission and relapse rates (proteinuria and urine protein: creatinine ratio >3.0 g/g) after complete remission to within 24 weeks of study drug initiation. RESULTS: Complete remission within 8 weeks occurred in 53 of 67 patients (79.1%) receiving tacrolimus and low-dose steroid and 53 of 69 patients (76.8%) receiving high-dose steroid; this difference demonstrated noninferiority, with an upper confidence limit below the predefined threshold (20%) in both intent-to-treat (11.6%) and per-protocol (17.0%) analyses. Groups did not significantly differ in time until remission. Significantly fewer patients relapsed on maintenance tacrolimus (3-8 ng/ml) plus tapered steroid versus tapered steroid alone (5.7% versus 22.6%, respectively; P=0.01). There were no clinically relevant safety differences. CONCLUSIONS: Combined tacrolimus and low-dose steroid was noninferior to high-dose steroid for complete remission induction in adults with minimal change nephrotic syndrome. Relapse rates were significantly lower with maintenance tacrolimus and steroid compared with steroid alone. No clinically-relevant differences in safety findings were observed.


Asunto(s)
Corticoesteroides/administración & dosificación , Nefrosis Lipoidea/tratamiento farmacológico , Tacrolimus/administración & dosificación , Adolescente , Adulto , Anciano , Esquema de Medicación , Humanos , Inmunosupresores/uso terapéutico , Cumplimiento de la Medicación , Persona de Mediana Edad , Seguridad del Paciente , Prednisolona/uso terapéutico , Recurrencia , Inducción de Remisión , República de Corea , Resultado del Tratamiento , Adulto Joven
8.
Kidney Blood Press Res ; 46(4): 460-468, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34091449

RESUMEN

INTRODUCTION: The renal hazard of polypharmacy has never been evaluated in predialysis chronic kidney disease (CKD) patients. OBJECTIVE: We aimed to analyze the renal hazard of polypharmacy in predialysis CKD patients with stage 1-5. METHOD: The data of 2,238 patients from a large-scale multicenter prospective Korean study (2011-2016), excluding 325 patients with various missing data, were reviewed. Polypharmacy was defined as taking 6 or more medications at the time of enrollment; renal events were defined as a ≥50% decrease in kidney function from baseline values, doubling of the serum creatinine levels, or initiation of renal replacement treatment. Hazard ratio (HR) and 95% confidence interval (CI) were calculated using Cox proportional-hazard regression analysis. RESULTS: Of the 1,913 patients, the mean estimated glomerular filtration rate was 53.6 mL/min/1.73 m2. The mean medication count was 4.1, and the prevalence of polypharmacy was 27.1%. During the average period of 3.6 years, 520 patients developed renal events (27.2%). Although increased medication counts were associated with increased renal hazard with HR (95% CI) of 1.056 (1.007-1.107, p = 0.025), even after adjusting for various confounders, adding comorbidity score and kidney function nullified the statistical significance. In mediation analysis, 55.6% (p = 0.016) of renal hazard in increased medication counts was mediated by the kidney function, and there was no direct effect of medication counts on renal event development. In subgroup analysis, the renal hazard of the medication counts was evident only in stage 1-3 of CKD patients (p for interaction = 0.014). CONCLUSIONS: We cannot identify the direct renal hazard of multiple medications, and most of the potential renal hazard was derived from intimate relationship with disease burden and kidney function.


Asunto(s)
Riñón/efectos de los fármacos , Polifarmacia , Insuficiencia Renal Crónica/tratamiento farmacológico , Adulto , Anciano , Progresión de la Enfermedad , Femenino , Tasa de Filtración Glomerular , Humanos , Riñón/fisiopatología , Masculino , Persona de Mediana Edad , Modelos de Riesgos Proporcionales , Estudios Prospectivos , Insuficiencia Renal Crónica/epidemiología , Insuficiencia Renal Crónica/fisiopatología , República de Corea/epidemiología
9.
J Ren Nutr ; 31(6): 569-578, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-33766469

RESUMEN

OBJECTIVE: Both obesity and being underweight are risk factors for adverse outcomes in chronic kidney disease (CKD) patients. However, the effects of longitudinal weight changes on patients with predialysis CKD have not yet been studied. In this study, we analyzed the effects of weight change over time on the adverse outcomes in predialysis CKD population. METHODS: Longitudinal data from a multicenter prospective cohort study (KNOW-CKD) were analyzed. In a total of 2,022 patients, the percent weight change per year were calculated using regression analysis and the study subjects were classified into five categories: group 1, ≤ -5%/year; group 2, -5< to ≤ -2.5%/year; group 3, -2.5< to <2.5%/year; group 4, 2.5≤ < 5%/year; and group 5, ≥5%/year. The incidences of end-stage renal disease (ESRD) and the composite outcome of cardiovascular disease (CVD) and death were calculated in each group and compared to group 3 as reference. RESULTS: During a median 4.4 years of follow-up, 414 ESRD, and 188 composite of CVD and mortality events occurred. Both weight gain and loss were independent risk factors for adverse outcomes. There was a U-shaped correlation between the degree of longitudinal weight change and ESRD (hazard ratio 3.61, 2.15, 1.86 and 3.66, for group 1, 2, 4 and 5, respectively) and composite of CVD and death (hazard ratio 2.92, 2.15, 1.73 and 2.54, respectively), when compared to the reference group 3. The U-shape correlation was most prominent in the subgroup of estimated glomerular filtration rate <45 mL/min/1.73 m2. CONCLUSION: Both rapid weight gain and weight loss are associated with high risk of adverse outcomes, particularly in the advanced CKD.


Asunto(s)
Fallo Renal Crónico , Insuficiencia Renal Crónica , Progresión de la Enfermedad , Tasa de Filtración Glomerular , Humanos , Fallo Renal Crónico/complicaciones , Fallo Renal Crónico/terapia , Estudios Prospectivos , Insuficiencia Renal Crónica/complicaciones , Insuficiencia Renal Crónica/epidemiología , Factores de Riesgo
10.
J Med Internet Res ; 23(4): e24120, 2021 04 16.
Artículo en Inglés | MEDLINE | ID: mdl-33861200

RESUMEN

BACKGROUND: Acute kidney injury (AKI) is commonly encountered in clinical practice and is associated with poor patient outcomes and increased health care costs. Despite it posing significant challenges for clinicians, effective measures for AKI prediction and prevention are lacking. Previously published AKI prediction models mostly have a simple design without external validation. Furthermore, little is known about the process of linking model output and clinical decisions due to the black-box nature of neural network models. OBJECTIVE: We aimed to present an externally validated recurrent neural network (RNN)-based continuous prediction model for in-hospital AKI and show applicable model interpretations in relation to clinical decision support. METHODS: Study populations were all patients aged 18 years or older who were hospitalized for more than 48 hours between 2013 and 2017 in 2 tertiary hospitals in Korea (Seoul National University Bundang Hospital and Seoul National University Hospital). All demographic data, laboratory values, vital signs, and clinical conditions of patients were obtained from electronic health records of each hospital. We developed 2-stage hierarchical prediction models (model 1 and model 2) using RNN algorithms. The outcome variable for model 1 was the occurrence of AKI within 7 days from the present. Model 2 predicted the future trajectory of creatinine values up to 72 hours. The performance of each developed model was evaluated using the internal and external validation data sets. For the explainability of our models, different model-agnostic interpretation methods were used, including Shapley Additive Explanations, partial dependence plots, individual conditional expectation, and accumulated local effects plots. RESULTS: We included 69,081 patients in the training, 7675 in the internal validation, and 72,352 in the external validation cohorts for model development after excluding cases with missing data and those with an estimated glomerular filtration rate less than 15 mL/min/1.73 m2 or end-stage kidney disease. Model 1 predicted any AKI development with an area under the receiver operating characteristic curve (AUC) of 0.88 (internal validation) and 0.84 (external validation), and stage 2 or higher AKI development with an AUC of 0.93 (internal validation) and 0.90 (external validation). Model 2 predicted the future creatinine values within 3 days with mean-squared errors of 0.04-0.09 for patients with higher risks of AKI and 0.03-0.08 for those with lower risks. Based on the developed models, we showed AKI probability according to feature values in total patients and each individual with partial dependence, accumulated local effects, and individual conditional expectation plots. We also estimated the effects of feature modifications such as nephrotoxic drug discontinuation on future creatinine levels. CONCLUSIONS: We developed and externally validated a continuous AKI prediction model using RNN algorithms. Our model could provide real-time assessment of future AKI occurrences and individualized risk factors for AKI in general inpatient cohorts; thus, we suggest approaches to support clinical decisions based on prediction models for in-hospital AKI.


Asunto(s)
Lesión Renal Aguda , Sistemas de Apoyo a Decisiones Clínicas , Lesión Renal Aguda/diagnóstico , Lesión Renal Aguda/terapia , Hospitales Universitarios , Humanos , Redes Neurales de la Computación , Medición de Riesgo , Factores de Riesgo
11.
BMC Nephrol ; 21(1): 280, 2020 07 16.
Artículo en Inglés | MEDLINE | ID: mdl-32677901

RESUMEN

BACKGROUND: Serum creatinine (Cr) and cystatin C (CysC) can both be used to estimate glomerular filtration rate (eGFRCr and eGFRCysC). However, certain conditions may cause discrepancies between eGFR trends from Cr and CysC, and these remain undetermined in patients with chronic kidney disease (CKD). METHODS: A total of 1069 patients from the Korean CKD cohort (KNOW-CKD), which enrolls pre-dialytic CKD patients, whose Cr and CysC had been followed for more than 4 years were included in the sample. We performed trajectory analysis using latent class mixed modeling and identified members of the discrepancy group when patient trends between eGFRCr and eGFRCysC differed. Multivariate logistic analyses with Firth's penalized likelihood regression models were performed to identify conditions related to the discrepancy. RESULTS: Trajectory patterns of eGFRCr were classified into three groups: two groups with stable eGFRCr (stable with high eGFRCr and stable with low eGFRCr) and one group with decreasing eGFRCr. Trajectory analysis of eGFRCysC also showed similar patterns, comprising two groups with stable eGFRCysC and one group with decreasing eGFRCysC. Patients in the discrepancy group (decreasing eGFRCr but stable & low eGFRCysC; n = 55) were younger and had greater proteinuria values than the agreement group (stable & low eGFRCr and eGFRCysC; n = 706), differences that remained consistent irrespective of the measurement period (4 or 5 years). CONCLUSIONS: In the present study, we identify conditions related to discrepant trends of eGFRCr and eGFRCysC. Clinicians should remain aware of such potential discrepancies when tracing both Cr and CysC.


Asunto(s)
Creatinina/metabolismo , Cistatina C/metabolismo , Tasa de Filtración Glomerular/fisiología , Insuficiencia Renal Crónica/metabolismo , Adulto , Progresión de la Enfermedad , Femenino , Humanos , Análisis de Clases Latentes , Modelos Logísticos , Masculino , Persona de Mediana Edad , Análisis Multivariante
12.
BMC Nephrol ; 21(1): 221, 2020 06 10.
Artículo en Inglés | MEDLINE | ID: mdl-32522167

RESUMEN

BACKGROUND: The association between glomerulonephritis (GN) and cancer has been well known for decades. However, studies evaluating long-term de novo cancer development in patients with GN are limited. This study aimed to evaluate the incidence of cancer development among patients with renal biopsy-proven GN during post-biopsy follow-up and the differences in outcomes according to cancer occurrence. METHODS: We conducted a retrospective cohort study of adult patients who underwent renal biopsy at Seoul National Bundang Hospital between 2003 and 2017. After excluding 778 patients with age < 18 years, cancer diagnosis before or within 6 months after renal biopsy, immunosuppressant therapy before renal biopsy, or pathologic diagnoses other than GN, 822 patients were included in the analysis. Data on baseline clinical characteristics, renal biopsy results, and types and doses of immunosuppressant agents were collected from electronic medical records. The incidence of cancer was censored on the date when the first cancer was diagnosed. We evaluated rates of mortality and end-stage renal disease (ESRD) development during follow-up. RESULTS: During a mean follow-up period of 58.9 ± 44.5 months, 45 subjects (5.5%) developed de novo cancer. A comparison of clinical characteristics between subjects who did and did not develop cancer revealed that cancer patients were older and had higher comorbidities and immunosuppressant use. Overall, patients with GN had an elevated standardized incidence ratio (SIR) of 7.16 (95% confidence interval (CI): 5.22-9.61) relative to the age- and sex-matched general population. In particular, the SIR was significantly higher in GNs such as membranous nephropathy (MN), IgA nephropathy, lupus nephritis, and focal segmental glomerulosclerosis. Multivariable Cox proportional hazard model revealed that patients with MN had an increased risk of cancer development, with a hazard ratio of 2.30 [95% CI: 1.06-4.98]. Patients with MN who developed cancer had a significantly higher risk of mortality (hazard ratio: 6.59; 95% CI: 1.22-35.56, P = 0.03) than those without cancer, but there was a non-significant difference in ESRD development. CONCLUSIONS: Patients with GN without concurrent cancer, particularly those with MN, have significantly higher risks of cancer development and subsequent mortality and should remain aware of the potential development of malignancy during follow-up.


Asunto(s)
Glomerulonefritis/complicaciones , Neoplasias/etiología , Adulto , Biopsia , Femenino , Estudios de Seguimiento , Glomerulonefritis/mortalidad , Glomerulonefritis Membranosa/complicaciones , Humanos , Incidencia , Riñón/patología , Masculino , Persona de Mediana Edad , Neoplasias/epidemiología , Modelos de Riesgos Proporcionales , República de Corea/epidemiología , Estudios Retrospectivos , Factores de Riesgo
13.
Eur J Clin Invest ; 49(6): e13101, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-30866052

RESUMEN

BACKGROUND: The independent association between eGFR and coronary artery calcification (CAC) is complex and not clear. The aim of this study was to investigate the relationship between eGFR calculated from different equations and CAC in predialysis CKD patients in Korea. METHODS: In this cross-sectional study, we analysed 1533 patients from the KNOW-CKD cohort. eGFR was calculated by a four-variable MDRD equation (eGFRMDRD ), CKD-EPI creatinine equations (eGFRCr ), CKD-EPI cystatin C equation (eGFRCys ) and CKD-EPI creatinine-cystatin equation (eGFRCrCys ). Participants were divided into eGFR categories (<30, 30-59, 60-89, ≥90 mL/min/1.73 m2 ). CACS (coronary artery calcium score) was measured using cardiac computed tomography. CAC was defined as CACS >100. RESULTS: Coronary artery calcification was found in 334 (21.8%) patients and was more prevalent in the lower eGFR groups (P < 0.001). In multivariate Tobit regression, CACS increased gradually as eGFRCrCys decreased (P for trend = 0.034). In multivariate logistic regression, there were gradual associations between lower eGFR and CAC when an eGFRCys or eGFRCrCys was used. The adjusted OR for CAC in the group with eGFR <30 mL/min/1.73 m2 compared to the group with eGFR ≥90 mL/min/1.73 m2 was 2.64 (95% CI, 1.09-3.60) when eGFRCrCys was used. Of the four eGFR formulas, only adding eGFRCrCys significantly improved CAC prediction models without eGFR (P = 0.046). CONCLUSIONS: There was a gradual and independent association between low eGFR and CAC in a predialysis CKD cohort in Korea. eGFRCrCys predicted CAC better than other equations in this population.

14.
Kidney Blood Press Res ; 44(3): 426-434, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31132783

RESUMEN

BACKGROUND/AIMS: Both arterial stiffness and coronary artery calcification (CAC) are important predictors of cardiovascular disease in the general population and in chronic kidney disease (CKD) patients. Recent studies on arterial stiffness and CAC in subjects with preserved renal function have verified the association between the two. However, the relationship is not well evaluated in CKD patients. METHODS: This cross-sectional study analyzed 1,385 predialysis CKD patients from the KNOW-CKD cohort. Participants were divided into four groups according to brachial-ankle pulse wave velocity (baPWV) quartile. Coronary artery calcium scores (CACS) were assessed using cardiac computed tomography and CAC was defined as a CACS >100. RESULTS: CAC prevalence was higher in the higher baPWV groups (6.4, 9.8, 23.7, and 43.8% for the 1st to 4th quartiles of baPWV, respectively, p < 0.001). In Tobit regression analyses that were fully adjusted for traditional and renal cardiovascular risk factors, the CACS ratio comparing the highest and lowest baPWV quartiles was 3.03 (95% CI, 1.59-6.87). Similarly, the OR for CAC in the highest baPWV quartile compared to the lowest quartile was 1.98 (95% CI, 1.09-3.60) in a fully adjusted multivariate logistic model. Results were consistent across analyses with different cutoffs for CAC or with different clinically relevant subgroups. CONCLUSION: Increased arterial stiffness measured by high baPWV was associated with CAC in a predialysis CKD cohort. Longitudinal studies are needed to determine the effect of arterial stiffness on the development or progression of CAC in CKD.


Asunto(s)
Enfermedad de la Arteria Coronaria/metabolismo , Insuficiencia Renal Crónica/complicaciones , Calcificación Vascular , Rigidez Vascular , Anciano , Estudios Transversales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Prevalencia , Análisis de la Onda del Pulso , Factores de Riesgo
15.
Qual Life Res ; 28(4): 1075-1083, 2019 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-30535570

RESUMEN

PURPOSE: Obesity is linked to poor health-related quality of life (HRQOL) in the general population, but its role in chronic kidney disease (CKD) is uncertain. METHODS: We conducted a cross-sectional study that investigated 1880 participants from the KoreaN cohort study for Outcome in patients With CKD (KNOW-CKD) who underwent complete baseline laboratory tests, health questionnaires, and HRQOL. HRQOL was assessed by physical component summary (PCS) and mental component summary (MCS) of the SF-36 questionnaire. We used multivariable linear regression models to examine the relationship between Body Mass Index (BMI) and sex-specific waist circumference (WC) with HRQOL. RESULTS: Adults with higher BMI and greater WC showed lower PCS. After adjusting for age, sex, socioeconomic state, comorbidities, and laboratory findings, we found that WC, but not BMI, was associated with PCS. Greater WC quintiles were associated with lower PCS [WC-4th quintile (ß, - 2.63, 95% CI - 5.19 to - 0.06) and WC-5th quintile (ß, - 3.71, 95% CI - 6.28 to - 1.15)]. The association between WC and PCS was more pronounced in older adults, woman, patients with diabetes, cardiovascular disease, or lower eGFR. The relationship between BMI and WC with MCS was not significant. CONCLUSIONS: In adults with CKD, WC is a better indicator of poor physical HRQOL than BMI. The association between WC and physical HRQOL is modified by age, sex, eGFR, and comorbidities such as diabetes and cardiovascular disease.


Asunto(s)
Índice de Masa Corporal , Calidad de Vida/psicología , Insuficiencia Renal Crónica/diagnóstico , Circunferencia de la Cintura/fisiología , Adulto , Anciano , Estudios Transversales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Insuficiencia Renal Crónica/patología , Adulto Joven
16.
BMC Nephrol ; 20(1): 119, 2019 04 03.
Artículo en Inglés | MEDLINE | ID: mdl-30943913

RESUMEN

BACKGROUND: Metabolic syndrome (MS) is prevalent in chronic kidney disease (CKD). Klotho, a protein linked to aging, is closely associated with CKD. Each component of MS and klotho has an association. However, little is known about the association between klotho and MS per se. We investigated the association between serum klotho levels and MS using baseline cross-sectional data obtained from a large Korean CKD cohort. METHODS: Of the 2238 subjects recruited in the KoreaN Cohort Study for Outcome in Patients With Chronic Kidney Disease (KNOW-CKD) between 2011 and 2016, 484 patients with missing data on serum klotho and extreme klotho values (values lower than the detectable range or > 6000 pg/mL) or with autosomal dominant polycystic kidney disease patients were excluded. The data of the remaining 1754 subjects were included in the present study. MS was defined using the revised National Cholesterol Education Program Adult Treatment Panel (NCEP-ATP) III criteria. Serum klotho levels were measured using an enzyme-linked immunosorbent assay. RESULTS: Mean patient age was 54.9 ± 12.1 years and 1110 (63.3%) were male. The prevalence of MS among all study subjects was 63.7% (n = 1118). The median serum klotho level was 527 pg/mL (interquartile range [IQR]: 418-656 pg/mL). Serum klotho level was significantly lower in MS patients than patients without MS (Median [IQR]; 521 pg/mL [413, 651] vs. 541 pg/mL [427, 676], respectively; P = 0.012). After adjusting for age, sex, estimated glomerular filtration rate, and overt proteinuria, serum klotho was independently associated with MS (adjusted odds ratio [OR], 0.44; 95% confidence interval, 0.23-0.82; P = 0.010). Furthermore, the adjusted OR for MS was found to be significantly increased at serum klotho levels of < 518 pg/mL (receiver operating characteristic curve cut-off value). CONCLUSIONS: Serum klotho was inversely associated with the presence of MS in patients with CKD. TRIAL REGISTRATION: This trial was registered on ClinicalTrials.gov on 26 June 2012 ( https://clinicaltrials.gov;NCT01630486 ).


Asunto(s)
Glucuronidasa/sangre , Síndrome Metabólico/sangre , Insuficiencia Renal Crónica , Biomarcadores/sangre , Correlación de Datos , Femenino , Tasa de Filtración Glomerular , Humanos , Proteínas Klotho , Masculino , Síndrome Metabólico/epidemiología , Síndrome Metabólico/etiología , Persona de Mediana Edad , Prevalencia , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/epidemiología , Insuficiencia Renal Crónica/metabolismo , República de Corea/epidemiología
17.
Am J Kidney Dis ; 71(1): 9-19, 2018 01.
Artículo en Inglés | MEDLINE | ID: mdl-28754457

RESUMEN

BACKGROUND: Several electronic alert systems for acute kidney injury (AKI) have been introduced. However, their clinical benefits require further investigation. STUDY DESIGN: Before-and-after quality improvement study. SETTING & PARTICIPANTS: A tertiary teaching hospital in Korea, which adopted an AKI alert system on June 1, 2014. Before and after launch of the alert system, 1,884 and 1,309 patients with AKI were included in the usual-care and alert groups, respectively. QUALITY IMPROVEMENT PLAN: Implementation of an AKI alert system through which clinicians could generate automated consultations to the nephrology division for all hospitalized patients. OUTCOMES: Primary outcomes included overlooked AKI events, defined as not measuring the follow-up creatinine value, and the consultation pattern of clinicians. Secondary outcomes were severe AKI events; AKI recovery, defined based on the creatinine-based criterion; and patient mortality. MEASUREMENTS: ORs for events of overlooked AKI, early consultation, and severe AKI were calculated with logistic regression. AKI recovery rate and patient mortality were assessed using Cox regression. RESULTS: After introduction of the alert system, the odds of overlooked AKI events were significantly lower (adjusted OR, 0.40; 95% CI, 0.30-0.52), and the odds of an early consultation with a nephrologist were greater (adjusted OR, 6.13; 95% CI, 4.80-7.82). The odds of a severe AKI event was reduced after implementation of the alerts (adjusted OR, 0.75; 95% CI, 0.64-0.89). Furthermore, the likelihood of AKI recovery was improved in the alert group (adjusted HR, 1.70; 95% CI, 1.53-1.88). Mortality was not affected by the AKI alert system (adjusted HR, 1.07; 95% CI, 0.68-1.68). LIMITATIONS: Possible unreported differences between the alert and usual-care groups. CONCLUSIONS: Implementation of the AKI alert system was associated with beneficial effects in terms of an improved rate of recovery from AKI. Therefore, widespread adoption of such systems could be considered in general hospitals.


Asunto(s)
Lesión Renal Aguda/diagnóstico , Alarmas Clínicas/estadística & datos numéricos , Diagnóstico Precoz , Hospitales de Enseñanza , Nefrólogos , Mejoramiento de la Calidad , Derivación y Consulta/normas , Lesión Renal Aguda/epidemiología , Anciano , Progresión de la Enfermedad , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Prevalencia , República de Corea/epidemiología , Factores de Riesgo , Índice de Severidad de la Enfermedad , Tasa de Supervivencia/tendencias
18.
BMC Nephrol ; 19(1): 292, 2018 10 23.
Artículo en Inglés | MEDLINE | ID: mdl-30352558

RESUMEN

BACKGROUNDS: Knowledge on cross-talk between the heart and kidney has been established by basic and clinical research. Nevertheless, the effects of systolic and diastolic heart dysfunctions on the development of acute kidney injury (AKI) and end-stage renal disease (ESRD) remain unresolved in hospitalized patients. METHODS: A total of 1327 hospitalized patients who had baseline transthoracic echocardiography performed were retrospectively analyzed. Patients were categorized by the quartiles of ejection fraction (EF) and the ratio of the early transmitral blood flow velocity to early diastolic velocity of the mitral annulus (E/e'). The odds ratios (ORs) for AKI and the hazard ratios (HRs) for ESRD were calculated after adjustment of multiple covariates. RESULTS: During hospital admission, AKI occurred in 210 (15.8%) patients. The lowest quartile of EF was associated with a risk of AKI (OR, 1.60 [1.07-2.41]) and the highest quartile of E/e' was associated with a risk of AKI (OR, 1.90 [1.26-2.41]). When two echocardiographic parameters were combined, patients with a low EF (first to second quartiles) and high E/e' (fourth quartile) showed the highest OR for AKI (OR, 2.27 [1.49-3.45]) compared with the counterpart patients. When the risk of ESRD was evaluated, E/e', but not EF, was a significant parameter of high risk (fourth vs. first quartiles: HR, 4.13 [1.17-14.64]). CONCLUSIONS: Baseline systolic and diastolic dysfunction is related to subsequent risks of AKI and ESRD in hospitalized patients. Monitoring of these parameters may be a useful strategy to predict the risk of these adverse events in the kidney.


Asunto(s)
Lesión Renal Aguda/diagnóstico por imagen , Lesión Renal Aguda/fisiopatología , Diástole/fisiología , Hospitalización/tendencias , Fallo Renal Crónico/diagnóstico por imagen , Fallo Renal Crónico/fisiopatología , Sístole/fisiología , Anciano , Anciano de 80 o más Años , Estudios de Cohortes , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Resultado del Tratamiento
19.
BMC Nephrol ; 19(1): 51, 2018 03 05.
Artículo en Inglés | MEDLINE | ID: mdl-29506503

RESUMEN

BACKGROUND: Klotho, a protein linked to aging, has emerged as a pivotal player in mineral bone metabolism and might explain the relationship between chronic kidney disease (CKD) and cardiovascular disease (CVD). The present study aimed to investigate the association between serum klotho and cardiac parameters from a large-scale Korean CKD cohort. METHODS: We analyzed 2101 participants from KoreaN Cohort Study for Outcome in Patients With Chronic Kidney Disease (KNOW-CKD) cohort who had been measured for serum klotho levels. Left ventricular hypertrophy evaluated by left ventricular mass index (LVMI) and arterial stiffness measured by brachial-to-ankle pulse wave velocity (baPWV) were explored as cardiovascular parameters. RESULTS: Patients were 53.6 ± 12.2 years old and 61.1% were male. The mean estimated glomerular filtration rate (eGFR) was 53.0 ± 30.7 mL/min/1.73m2. The median serum klotho level was 536 (interquartile range [IQR]: 420-667) pg/mL. Advanced CKD stages were associated with lower serum klotho levels (P < 0.001, P for linear trend < 0.001). Ascending quartiles of klotho were significantly associated with decreased LMVI (P < 0.001, P for linear trend< 0.001). A multivariable linear regression model showed serum klotho had a significant inverse association with LVMI (ß - 0.04; 95% CI [confidence interval] -0.004, - 0.00007; P = 0.041). However, there was no significant association between serum klotho and baPWV after adjustment (ß 0.003; 95% CI -0.04, 0.05; P = 0.876). TRIAL REGISTRATION: This trial was registered on ClinicalTrials.gov on 28 June 2012 ( NCT01630486 ). CONCLUSIONS: Serum klotho was an independent biomarker of LVMI, but not arterial stiffness.


Asunto(s)
Glucuronidasa/sangre , Hipertrofia Ventricular Izquierda/sangre , Hipertrofia Ventricular Izquierda/epidemiología , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/epidemiología , Adulto , Anciano , Biomarcadores/sangre , Enfermedades Cardiovasculares/sangre , Enfermedades Cardiovasculares/diagnóstico , Enfermedades Cardiovasculares/epidemiología , Estudios de Cohortes , Femenino , Humanos , Hipertrofia Ventricular Izquierda/diagnóstico , Proteínas Klotho , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Insuficiencia Renal Crónica/diagnóstico , Factores de Riesgo , Rigidez Vascular/fisiología
20.
J Korean Med Sci ; 33(38): e236, 2018 Sep 17.
Artículo en Inglés | MEDLINE | ID: mdl-30224907

RESUMEN

BACKGROUND: Unenhanced computed tomography (UCT) may be useful for evaluating acute pyelonephritis; however, no study has compared UCT with enhanced computed tomography (ECT) as a diagnostic tool. We evaluated a clinical usefulness of UCT versus ECT in acute pyelonephritis (APN). METHODS: We reviewed the clinical and radiological data from 183 APN-suspected patients who underwent UCT and ECT simultaneously at emergency room (ER) over a two-year period. Demographic, clinical parameters and computed tomography (CT) parameters of 149 patients were compared. RESULTS: The average patient age was 61.2 (± 10) years: 31 patients were men. Ninety-nine (66.4%) patients showed stones (18.7%), perinephric infiltration (56%), swelling (21%), and hydronephrosis (6.7%) on UCT. Seventeen patients (11.4%) had an atypical clinical course, requiring additional tests for accurate diagnosis. In 7 patients UCT and ECT results did not differ; in 10 patients, the diagnosis changed on ECT. On ECT, 112/149 (75.2%) patients had stones (16.7%), perinephric infiltrations (57%), swelling (21%), and hydronephrosis (6.7%); 62.5% showed parenchymal involvement: 34 (22.8%) patients had no abnormal ECT findings. APN CT findings are similar on stone, perinephric infiltration, swelling and hydronephrosis on both CTs. Twelve patients (8.0%) had an abnormal ECT finding, i.e., low-grade (1 and 2) parenchymal involvement. Six (4%) patients developed contrast-induced acute kidney injury within 2 days after ECT. CONCLUSION: We demonstrate that UCT is not inferior to ECT as an initial tool for evaluating APN for screening nephrolithiasis and hydronephrosis without the risk of contrast-induced acute kidney injury (CIAKI). However, patients with an atypical clinical course may still need ECT.


Asunto(s)
Pielonefritis/diagnóstico por imagen , Enfermedad Aguda , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Seúl , Tomografía Computarizada por Rayos X , Adulto Joven
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