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1.
Commun Med (Lond) ; 3(1): 19, 2023 Feb 07.
Artigo em Inglês | MEDLINE | ID: mdl-36750687

RESUMO

BACKGROUND: The prognostic role of the cardiothoracic ratio (CTR) in chronic kidney disease (CKD) remains undetermined. METHODS: We conducted a retrospective cohort study of 3117 patients with CKD aged 18-89 years who participated in an Advanced CKD Care Program in Taiwan between 2003 and 2017 with a median follow up of 1.3(0.7-2.5) and 3.3(1.8-5.3) (IQR) years for outcome of end-stage renal disease (ESRD) and overall death, respectively. We developed a machine learning (ML)-based algorithm to calculate the baseline and serial CTRs, which were then used to classify patients into trajectory groups based on latent class mixed modelling. Association and discrimination were evaluated using multivariable Cox proportional hazards regression analyses and C-statistics, respectively. RESULTS: The median (interquartile range) age of 3117 patients is 69.5 (59.2-77.4) years. We create 3 CTR trajectory groups (low [30.1%], medium [48.1%], and high [21.8%]) for the 2474 patients with at least 2 CTR measurements. The adjusted hazard ratios for ESRD, cardiovascular mortality, and all-cause mortality in patients with baseline CTRs ≥0.57 (vs CTRs <0.47) are 1.35 (95% confidence interval, 1.06-1.72), 2.89 (1.78-4.71), and 1.50 (1.22-1.83), respectively. Similarly, greater effect sizes, particularly for cardiovascular mortality, are observed for high (vs low) CTR trajectories. Compared with a reference model, one with CTR as a continuous variable yields significantly higher C-statistics of 0.719 (vs 0.698, P = 0.04) for cardiovascular mortality and 0.697 (vs 0.693, P < 0.001) for all-cause mortality. CONCLUSIONS: Our findings support the real-world prognostic value of the CTR, as calculated by a ML annotation tool, in CKD. Our research presents a methodological foundation for using machine learning to improve cardioprotection among patients with CKD.


An enlarged heart occurs during various medical conditions and can result in early death. However, it is unclear whether this is also the case in patients with chronic kidney disease (CKD). Although the size of the heart can be measured on chest X-rays, this process is time consuming. We used artificial intelligence to quantify the heart size of 3117 CKD patients based on their chest X-rays within hours. We found that CKD patients with an enlarged heart were more likely to develop end-stage kidney disease or die. This could improve monitoring of CKD patients with an enlarged heart and improve their care.

2.
PLoS One ; 17(9): e0274605, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36155491

RESUMO

Glycosylated hemoglobin (HbA1c) targets for patients with chronic kidney disease (CKD) and type 2 diabetes remain controversial. To evaluate whether baseline HbA1c and HbA1c trajectories are associated with the risk of end-stage kidney disease (ESKD) and all-cause mortality, we recruited adult patients with CKD and type 2 diabetes from a "Pre-ESKD Program" at a medical center in Taiwan from 2003 to 2017. Group-based trajectory modeling was performed to identify distinct patient groups that contained patients with similar longitudinal HbA1c patterns. Cox proportional hazard models were used to estimate hazard ratios (HRs) of ESKD and mortality associated with baseline HbA1c levels and HbA1c trajectories. In the analysis related to baseline HbA1c (n = 4543), the adjusted HRs [95% confidence interval (CI)] of all-cause mortality were 1.06 (0.95-1.18) and 1.25 (95% CI, 1.07-1.46) in patients with an HbA1c level of 7%-9% (53-75 mmol/mol) and >9% (>75 mmol/mol), respectively, as compared with those with an HbA1c level < 7% (<53 mmol/mol). In the trajectory analysis (n = 2692), three distinct longitudinal HbA1c trajectories were identified: nearly optimal (55.9%), moderate to stable (34.2%), and poor control (9.9%). Compared with the "nearly optimal" HbA1c trajectory group, the "moderate-to-stable" group did not have significantly higher mortality, but the "poorly controlled" group had 35% higher risk of mortality (adjusted HR = 1.35, 95% CI = 1.06-1.71). Neither baseline levels of HbA1c nor trajectories were associated with ESKD risk. In conclusion, in patients with CKD and type 2 diabetes, poor glycemic control was associated with an elevated risk of mortality but not associated with a risk of progression to ESKD.


Assuntos
Diabetes Mellitus Tipo 2 , Hiperglicemia , Falência Renal Crônica , Insuficiência Renal Crônica , Adulto , Diabetes Mellitus Tipo 2/complicações , Hemoglobinas Glicadas/análise , Humanos , Hiperglicemia/complicações , Insuficiência Renal Crônica/complicações
3.
Nutr Metab Cardiovasc Dis ; 32(8): 1944-1954, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35752545

RESUMO

BACKGROUND AND AIMS: The associations between dyslipidemia and coronary artery calcium (CAC) are controversial. We investigated their cross-sectional relationships and developed a predictive scoring system for prognostically significant coronary calcification (PSCC). METHODS AND RESULTS: This study evaluated the lipid profiles and the CAC score (CACS) measured through multidetector computed tomography (MDCT) among Taiwanese adult patients in a tertiary hospital between 2011 and 2016. Patients with CACS higher than 100 were classified as having PSCC. Dyslipidemia for each lipid component was defined based on the clinical cutoffs or the use of the lipid-lowering agents. Multivariable logistic regression was used to assess the association between dyslipidemia and PSCC and the model performance was assessed using calibration plot, discrimination, and a decision curve analysis. Of the 3586 eligible patients, 364 (10.2%) had PSCC. Increased age, male sex, higher body mass index (BMI), and higher level of triglyceride (TG) were associated with PSCC. The adjusted odds ratios (95% confidence intervals) of PSCC was 1.15 (0.90-1.47) for dyslipidemia defined by total cholesterol (TC) ≥200 mg/dL, 1.06 (0.83-1.35) for low-density-lipoprotein-cholesterol (LDL-C) ≥130 mg/dL, and 1.36 (1.06-1.75) for TG ≥ 200 mg/dL. The positive association between TG ≥ 200 mg/dL and PSCC was not modified by sex. Incorporating hypertriglyceridemia did not significantly improve the predictive performance of the base model comprising of age, sex, BMI, smoking, hypertension, diabetes, estimated glomerular filtration rate, and fasting glucose. CONCLUSIONS: Hypertriglyceridemia was significantly associated with the prevalent odds of PSCC. Our proposed predictive model may be a useful screening tool for PSCC.


Assuntos
Calcinose , Doença da Artéria Coronariana , Dislipidemias , Hipertrigliceridemia , Calcificação Vascular , Adulto , Calcinose/diagnóstico , Cálcio , LDL-Colesterol , Doença da Artéria Coronariana/diagnóstico por imagem , Doença da Artéria Coronariana/epidemiologia , Dislipidemias/diagnóstico , Dislipidemias/epidemiologia , Humanos , Hipertrigliceridemia/diagnóstico , Masculino , Nomogramas , Fatores de Risco , Triglicerídeos , Calcificação Vascular/diagnóstico por imagem , Calcificação Vascular/epidemiologia
4.
J Am Soc Echocardiogr ; 35(4): 395-407, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-34915133

RESUMO

BACKGROUND: The clinical burden and prognostic role of diastolic dysfunction (DD), on the basis of the latest (2016) American Society of Echocardiography guidelines, remain unclear in patients with chronic kidney disease (CKD). Moreover, risk mapping of concomitant systolic dysfunction and DD to evaluate the hazard of cardiovascular (CV) mortality in patients with CKD remains unexplored. METHODS: This retrospective cohort study identified 20,257 adult patients who underwent comprehensive echocardiography between 2008 and 2016 at a tertiary medical center in central Taiwan. The patients were stratified by CKD stage, and 3-year CV mortality risk in each CKD stratum was estimated through multivariable Cox proportional-hazards modeling using left ventricular ejection fraction (LVEF) and DD grades on the basis of the 2016 American Society of Echocardiography guidelines as the main risk factors. RESULTS: Compared with patients with stages 1 and 2 CKD, those with stages 4 and 5 CKD had significantly lower left ventricular ejection fractions and more severe DD. Both left ventricular ejection fraction (<40% vs ≥60%; adjusted hazard ratio, 3.17; 95% CI, 2.54-3.97) and DD grade (severe DD vs normal diastolic function; adjusted hazard ratio, 3.33; 95% CI, 2.33-4.76) were independently associated with 3-year CV mortality in the entire study population and had comparable effect sizes. The corresponding adjusted hazard ratios further increased to 4.20 (95% CI, 2.45-7.21) and 4.54 (95% CI, 2.20-9.38) in patients with stages 4 and 5 CKD. Systolic dysfunction and DD demonstrated mutually augmentative effects on CV mortality. CONCLUSIONS: These findings suggest that the current practice of cardioprotection for patients with CKD should be prioritized at an early stage along with conventional nephroprotection.


Assuntos
Insuficiência Renal Crônica , Disfunção Ventricular Esquerda , Adulto , Estudos de Coortes , Humanos , Miocárdio , Insuficiência Renal Crônica/complicações , Insuficiência Renal Crônica/diagnóstico , Estudos Retrospectivos , Volume Sistólico , Disfunção Ventricular Esquerda/complicações , Disfunção Ventricular Esquerda/diagnóstico por imagem , Função Ventricular Esquerda
5.
Sci Rep ; 11(1): 13938, 2021 07 06.
Artigo em Inglês | MEDLINE | ID: mdl-34230524

RESUMO

The responsiveness of patients with chronic kidney disease (CKD) to nephrologists' care is unpredictable. We defined the longitudinal stages (LSs) 1-5 of estimated glomerular filtration rate (eGFR) by group-based trajectory modeling for repeated eGFR measurements of 7135 patients with CKD aged 20-90 years from a 13-year pre-end-stage renal disease (ESRD) care registry. Patients were considered nonresponsive to the pre-dialysis care if they had a more advanced eGFR LS compared with the baseline. Conversely, those with improved or stable eGFR LS were considered responsive. The proportion of patients with CKD stage progression increased with the increase in the baseline CKD stage (stages 1-2: 29.2%; stage 4: 45.8%). The adjusted times to ESRD and all-cause mortality in patients with eGFR LS-5 were 92% (95% confidence interval [CI] 86-96%) and 57% (95% CI 48-65%) shorter, respectively, than in patients with eGFR LS-3A. Among patients with baseline CKD stages 3 and 4, the adjusted times to ESRD and all-cause death in the nonresponsive patients were 39% (95% CI 33-44%) and 20% (95% CI 14-26%) shorter, respectively, than in the responsive patients. Our proposed Renal Care Responsiveness Prediction (RCRP) model performed significantly better than the conventional Kidney Failure Risk Equation in discrimination, calibration, and net benefit according to decision curve analysis. Non-responsiveness to nephrologists' care is associated with rapid progression to ESRD and all-cause mortality. The RCRP model improves early identification of responsiveness based on variables collected during enrollment in a pre-ESRD program. Urgent attention should be given to characterize the underlying heterogeneous responsiveness to pre-dialysis care.


Assuntos
Assistência ao Paciente , Diálise Renal , Insuficiência Renal Crônica/terapia , Idoso , Progressão da Doença , Taxa de Filtração Glomerular , Humanos , Falência Renal Crônica/complicações , Falência Renal Crônica/fisiopatologia , Falência Renal Crônica/terapia , Modelos Logísticos , Pessoa de Meia-Idade , Prognóstico , Insuficiência Renal Crônica/complicações , Insuficiência Renal Crônica/fisiopatologia , Estudos Retrospectivos , Fatores de Risco
6.
Sci Rep ; 11(1): 7851, 2021 04 12.
Artigo em Inglês | MEDLINE | ID: mdl-33846379

RESUMO

The role of the difference and ratio of albuminuria (urine albumin-to-creatinine ratio, uACR) and proteinuria (urine protein-to-creatinine ratio, uPCR) has not been systematically evaluated with all-cause mortality. We retrospectively analyzed 2904 patients with concurrently measured uACR and uPCR from the same urine specimen in a tertiary hospital in Taiwan. The urinary albumin-to-protein ratio (uAPR) was derived by dividing uACR by uPCR, whereas urinary non-albumin protein (uNAP) was calculated by subtracting uACR from uPCR. Conventional severity categories of uACR and uPCR were also used to establish a concordance matrix and develop a corresponding risk matrix. The median age at enrollment was 58.6 years (interquartile range 45.4-70.8). During the 12,391 person-years of follow-up, 657 deaths occurred. For each doubling increase in uPCR, uACR, and uNAP, the adjusted hazard ratios (aHRs) of all-cause mortality were 1.29 (95% confidence interval [CI] 1.24-1.35), 1.12 (1.09-1.16), and 1.41 (1.34-1.49), respectively. For each 10% increase in uAPR, it was 1.02 (95% CI 0.98-1.06). The linear dose-response association with all-cause mortality was only observed with uPCR and uNAP. The 3 × 3 risk matrices revealed that patients with severe proteinuria and normal albuminuria had the highest risk of all-cause mortality (aHR 5.25, 95% CI 1.88, 14.63). uNAP significantly improved the discriminative performance compared to that of uPCR (c statistics: 0.834 vs. 0.828, p-value = 0.032). Our study findings advocate for simultaneous measurements of uPCR and uACR in daily practice to derive uAPR and uNAP, which can provide a better mortality prognostic assessment.


Assuntos
Albuminas/análise , Albuminúria , Creatinina/urina , Adulto , Idoso , Albuminúria/etiologia , Albuminúria/mortalidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Retrospectivos , Taiwan/epidemiologia , Centros de Atenção Terciária
7.
Sci Rep ; 10(1): 9682, 2020 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-32541796

RESUMO

The effects of long-term disturbance of the mineral metabolism on patients with chronic kidney disease (CKD) are unclear. We investigated whether the longitudinal Ca-P (joint calcium and phosphorus) trajectories are associated with incident end-stage renal disease (ESRD), acute coronary syndrome (ACS), and all-cause mortality in patients with CKD. We conducted a prospective cohort study by using data from a 13-year multidisciplinary pre-ESRD care registry. The final study population consisted of 4,237 CKD patients aged 20-90 years with data gathered from 2003 to 2015. Individuals' Ca-P trajectories were defined using group-based multi-trajectory modeling into three distinct patterns: reference, moderately abnormal, and severely abnormal. Times to ESRD, ACS, and death were analyzed using multiple Cox regression. Compared with those with a "reference" Ca-P trajectory, the adjusted hazard ratios (aHRs) (95% confidence interval [CI]) for incidental ESRD were 5.92 (4.71-7.44) and 15.20 (11.85-19.50) for "moderately abnormal" and "severely abnormal" Ca-P trajectories, respectively. The corresponding aHRs for ACS were 1.94 (1.49-2.52) and 3.18 (2.30-4.39), and for all-cause mortality, they were 1.88 (1.64-2.16) and 2.46 (2.05-2.96) for "moderately abnormal" and "severely abnormal" Ca-P trajectories, respectively. For outcomes of progression to ESRD, the detrimental effects of abnormal Ca-P trajectories were more substantial in patients with CKD stage 3 than those with CKD stage 4 or 5 (p-value for interaction < 0.001). Future studies should validate reliable longitudinal cut-offs of serum phosphorus and consider the "lowering phosphorus- the lower the better, the earlier the better" approach to phosphorus control in CKD.


Assuntos
Síndrome Coronariana Aguda/metabolismo , Cálcio/sangue , Falência Renal Crônica/mortalidade , Fósforo/sangue , Insuficiência Renal Crônica/metabolismo , Adulto , Idoso , Idoso de 80 Anos ou mais , Progressão da Doença , Feminino , Humanos , Falência Renal Crônica/metabolismo , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Insuficiência Renal Crônica/mortalidade , Adulto Jovem
8.
PLoS One ; 15(5): e0233124, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32401817

RESUMO

The optimal timing to initiate dialysis among patients with an estimated glomerular filtration rate (eGFR) of <5 mL/min/1.73 m2 is unknown. We hypothesized that dialysis initiation time can be deferred in this population even with high uremic burden. A case-crossover study with case (0-30 days before dialysis initiation [DI]) and control (90-120 days before DI) periods was conducted in 1,079 hemodialysis patients aged 18-90 years at China Medical University Hospital between 2006 and 2015. The uremic burden was quantified based on 7 uremic indicators that reached the predefined threshold in case period, namely hemoglobin, serum albumin, blood urea nitrogen, serum creatinine, potassium, phosphorus, and bicarbonate. Dialysis timing was classified as standard (met 0-2 uremic indicators), late (3-5 indicators), and very late (6-7 indicators). Median eGFR-DI of the 1,079 patients was 3.4 mL/min/1.73 m2 and was 2.7 mL/min/1.73 m2 in patients with very late initiation. The median follow-up duration was 2.42 years. Antibiotics, diuretics, antihypertensive medications, and non-steroidal anti-inflammatory drugs (NSAIDs) were more prevalently used during the case period. The fully adjusted hazards ratios of all-cause mortality for the late and very late groups were 0.97 (95% confidence interval 0.76-1.24) and 0.83 (0.61-1.15) compared with the standard group. It is safe to defer dialysis initiation among patients with chronic kidney disease (CKD) having an eGFR of <5 mL/min/1.73 m2 even when patients having multiple biochemical uremic burdens. Coordinated efforts in acute infection prevention, optimal fluid management, and prevention of accidental exposure to NSAIDs are crucial to prolong the dialysis-free survival.


Assuntos
Diálise Renal/métodos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Observacionais como Assunto , Modelos de Riscos Proporcionais , Fatores de Tempo , Adulto Jovem
9.
Sci Rep ; 10(1): 6552, 2020 04 16.
Artigo em Inglês | MEDLINE | ID: mdl-32300213

RESUMO

Real-world evidence describing the variation in serum creatinine (S-Cre) within 24 hours and its prognostic value is unknown. We enrolled 14 912 adults who received two S-Cre measurements within 24 hours at a tertiary hospital between 2003 and 2016. The study population was divided into four groups according to the hospital service settings where the baseline and second S-Cre were measured: Group 1, Outpatient-to-Outpatient; Group 2, Outpatient-to-ED (emergency department) or Inpatient; Group 3, ED-to-ED or Inpatient; and Group 4, Inpatient-to-Inpatient. The main predictors were the difference between the two S-Cre measurements (ΔS-Cre) and the percent change (ΔS-Cre%). The main outcomes were 30-day, 1-year, or 3-year all-cause mortality. A total of 6753 and 8159 patients with an increase and a decrease within-day ΔS-Cre, respectively. Among 6753 patients who had deteriorating ΔS-Cre or ΔS-Cre%, the adjusted hazard ratio (aHR) for 1-year all-cause mortality for each 0.1 mg/dL or 5% change in S-Cre was 1.09 (95% confidence interval [CI]: 1.07, 1.11) and 1.03 (95% CI: 1.03, 1.04). In 8159 patients with improving ΔS-Cre%, the aHR was 0.97 (95% CI: 0.94, 1.00). Groups 3 and 4 had statistically significant positive linear relationships between deteriorating ΔS-Cre% and 30-day and 3-year mortality. The optimal cut-offs for deteriorating ΔS-Cre% for predicting 30-day mortality were approximately 22% for Group 3 and 20% for Group 4. Inpatient within-day deteriorating ΔS-Cre or ΔS-Cre% above 0.2 mg/dL or 20%, respectively, is associated with all-cause mortality. Monitoring 24-hour S-Cre variation identifies acute kidney injury earlier than the conventional criteria.


Assuntos
Injúria Renal Aguda/sangue , Injúria Renal Aguda/mortalidade , Creatinina/sangue , Idoso , Intervalos de Confiança , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Fatores de Tempo
10.
Environ Pollut ; 261: 114154, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32088432

RESUMO

Air pollutants have been reported to be a possible risk factor of chronic kidney disease (CKD). However, epidemiologic results regarding acidic gases and CKD have yet to be elucidated. We linked the Taiwan Air Quality Monitoring Database (TAQMD) to the Longitudinal Health Insurance Database. An observational cohort of 161,970 Taiwan citizens who had not been diagnosed with CKD was formed. The concentrations of air pollutant were classified into four levels based on quartile. Multivariable and univariable Cox proportional hazard regression models were used to assess the risk of developing CKD and end-stage renal disease (ESRD). Compared with Q1-level SO2, exposure to the Q4 level was at a 1.46-fold risk of developing CKD (95% confidence interval [CI] = 1.28-1.65) and 1.32-fold risk of ESRD (95% CI = 1.03-1.70). Compared with Q1-level NOx, exposure to the Q4 level was at a 1.39-fold higher risk of developing CKD (95% CI = 1.22-1.58) and 1.70-fold risk of ESRD (95% CI = 1.33-2.18). Compared with Q1-level NO, exposure to the Q4 level was at a 1.48-fold risk of CKD (95% CI = 1.30-1.68) and 1.54-fold risk of ESRD (95% CI = 1.20-1.98). Compared with Q1-level particles <2.5 µm (PM2.5), exposure to the Q4 level were at a 1.74-fold risk of CKD (95% CI = 1.53-1.98) and 1.69-fold risk of ESRD (95% CI = 1.32-2.16). Exposure to particulate and acidic gas air pollution was observed to be associated with an increased risk of CKD and ESRD.


Assuntos
Poluentes Atmosféricos/análise , Falência Renal Crônica , Insuficiência Renal Crônica , Estudos de Coortes , Humanos , Material Particulado/análise , Fatores de Risco , Taiwan
11.
Sci Rep ; 9(1): 17658, 2019 11 27.
Artigo em Inglês | MEDLINE | ID: mdl-31776433

RESUMO

Current acute kidney injury (AKI) diagnostic criteria are restricted to the inpatient setting. We proposed a new AKI diagnostic algorithm for the outpatient setting and evaluate whether outpatient AKI (AKIOPT) modifies the disease course among patients with chronic kidney disease (CKD) enrolled in the national predialysis registry. AKIOPT was detected when a 50% increase in serum creatinine level or 35% decline in eGFR was observed in the 180-day period prior to enrollment in the predialysis care program. Outcomes were progression to end-stage renal disease (ESRD) and all-cause mortality. Association analyses were performed using multiple Cox regression and coarsened exact matching (CEM) analysis. Among 6,046 patients, 31.5% (1,905 patients) had developed AKIOPT within the 180-day period before enrollment. The adjusted hazard ratios of the 1-year and overall risk of ESRD among patients with preceding AKIOPT compared with those without AKIOPT were 2.61 (95% CI: 2.15-3.18) and 1.97 (1.72-2.26), respectively. For 1-year and overall risk of all-cause mortality, patients with AKIOPT had respectively a 141% (95% CI: 89-209%) and 84% (56-117%) higher risk than those without AKIOPT. This statistical inference remained robust in CEM analysis. We also discovered a complete reversal in the eGFR slope before and after the AKIOPT from -10.61 ± 0.32 to 0.25 ± 0.30 mL/min/1.73 m2 per year; however, the loss of kidney function is not recovered. The new AKIOPT diagnostic algorithm provides prognostic insight in patients with CKD.


Assuntos
Injúria Renal Aguda/complicações , Falência Renal Crônica/etiologia , Pacientes Ambulatoriais , Insuficiência Renal Crônica/diagnóstico , Idoso , Creatinina/sangue , Morte , Progressão da Doença , Feminino , Taxa de Filtração Glomerular , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Modelos de Riscos Proporcionais , Insuficiência Renal Crônica/complicações , Insuficiência Renal Crônica/epidemiologia , Fatores de Risco
12.
Clin Chim Acta ; 497: 163-171, 2019 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-31374189

RESUMO

BACKGROUND: Prognostic role of red blood cell distribution width (RDW) in patients with chronic kidney disease (CKD) is unclear. Little evidence provides a comprehensive predictive analysis considering both baseline values and longitudinal trajectories of RDW along with mean corpuscular volume (MCV). METHODS: We conducted a comprehensive risk assessment of RDW and MCV in a registry-based cohort of 4621 patients with CKD (age, 20-90 y) receiving multidisciplinary care during 2003 to 2015. Both baseline and longitudinal trajectories of RDW and MCV were modeled as predictors for end-stage renal disease (ESRD) and mortality by using multiple Cox proportional hazards regression models, incorporating time-varying covariates and adjustments for imperative confounding variables. RESULTS: Fully adjusted hazard ratio (HR; 95% CI) of progression to ESRD for each unit increase in RDW and MCV at baseline was 0.97 (0.93-1.02) and 1.00 (0.99-1.01), respectively. Longitudinally, neither RDW nor MCV trajectory was associated with progression to ESRD. For all-cause mortality, fully adjusted HRs (95%CI) were 1.09 (1.04-1.14) for each percent increase in RDW with a linear dose-response relationship and 1.95 (1.47-2.59) for a stable-high RDW trajectory compared with normal RDW trajectory. The effects of RDW on mortality were further augmented in patients with concomitantly high MCV status. Incorporating point-of-care RDW significantly improves the discrimination performance quantified using Harrell C statistics into the existing CKD mortality predictive equation (from 0.770 to 0.784, P = .018). CONCLUSIONS: We support the clinical utility of RDW in predicting all-cause mortality among patients with CKD. The mechanism underlying our findings is critical for CKD risk assessment and management, particularly from malnutrition, inflammation, and atherosclerosis perspectives.


Assuntos
Causas de Morte , Índices de Eritrócitos , Eritrócitos/patologia , Sistema de Registros , Diálise Renal , Insuficiência Renal Crônica/diagnóstico , Insuficiência Renal Crônica/terapia , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Análise de Regressão , Insuficiência Renal Crônica/mortalidade , Insuficiência Renal Crônica/patologia , Adulto Jovem
13.
Nephrol Dial Transplant ; 33(9): 1620-1627, 2018 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-29165620

RESUMO

Background: Direct comparisons of the effectiveness of allopurinol with that of other urate-lowering agents in chronic kidney disease (CKD) populations, as well as guideline recommendations for clinical practice, are lacking. Methods: We constructed a pharmacoepidemiology cohort study by including patients from Taiwan's long-term integrated CKD care program to compare the effectiveness among allopurinol, febuxostat and benzbromarone in reducing the risk of progression to dialysis. A total of 874 patients with hyperuricemia who were newly treated with allopurinol, febuxostat or benzbromarone were included. The primary and secondary outcomes were incident end-stage renal disease (ESRD) and the serum uric acid (SUA) changes from baseline, respectively. The results were analyzed using multiple Cox proportional models adjusted for multinomial propensity scores. For subgroup analyses, we further stratified patients according to whether their latest SUA level reached the therapeutic target. Results: Compared with allopurinol, benzbromarone therapy was associated with a reduced risk of progression to dialysis, the adjusted hazard ratio was 0.50 (95% confidence interval, 0.25-0.99). Patients who received allopurinol or febuxostat exhibited a comparable risk of ESRD [adjusted hazard ratio, 0.99 (0.40-2.44)]. Febuxostat was significantly more potent than allopurinol or benzbromarone in lowering SUA levels in the fully adjusted model. Among patients who reached the therapeutic target, those with febuxostat and benzbromarone initiation had a significantly lower risk of ESRD. Conclusions: In conclusion, compared with conventional allopurinol, febuxostat and benzbromarone may be more effective in reducing the risk of progression to dialysis and in lowering SUA levels in CKD populations.


Assuntos
Alopurinol/uso terapêutico , Benzobromarona/uso terapêutico , Monitoramento de Medicamentos/métodos , Febuxostat/uso terapêutico , Hiperuricemia/epidemiologia , Insuficiência Renal Crônica/tratamento farmacológico , Ácido Úrico/sangue , Idoso , Estudos de Coortes , Progressão da Doença , Feminino , Supressores da Gota/uso terapêutico , Humanos , Hiperuricemia/sangue , Hiperuricemia/diagnóstico , Incidência , Masculino , Pessoa de Meia-Idade , Taiwan/epidemiologia , Uricosúricos/uso terapêutico
14.
Nephrol Dial Transplant ; 33(2): 231-241, 2018 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-29140472

RESUMO

Background: Very little is known about longitudinal trajectories of serum uric acid (SUA) over the course of chronic kidney disease (CKD). We aimed to determine whether longitudinal SUA trajectories are associated with the risk of end-stage renal disease (ESRD) and all-cause mortality among CKD patients. Methods: We conducted a prospective cohort study from a 13-year multidisciplinary pre-ESRD care registry. The final study population consisted of 5090 CKD patients aged 20-90 years between 2003 and 2015. An individual's SUA trajectory was defined by group-based trajectory modeling in four distinct patterns: high, moderate-high, moderate and low. Time to ESRD and death was analyzed by multiple Cox regression. Results: A total of 948 ESRD events and 472 deaths occurred with incidence rates of 57.9 and 28.7 per 1000 person-years, respectively. Compared with those with a low SUA trajectory, the adjusted hazard ratio of patients for incident ESRD was in a dose-response manner as follows: moderate, 1.89 [95% confidence interval (CI), 1.37-2.60]; moderate-high, 2.49 (1.75-3.55); and high, 2.84 (1.81-4.47); after considering the competing risk of death. For all-cause mortality, the corresponding risk estimate of the same SUA trajectory was 1.38 (95% CI, 0.89-2.12), 1.95 (1.22-3.10) and 4.52 (2.48-8.26), respectively. The unfavorable effect of elevated SUA trajectories on progression to ESRD was differentially higher among CKD patients without using urate-lowering agents at baseline (P for interaction = 0.018). Conclusions: Elevated SUA trajectories are associated with accelerated kidney failure and all-cause mortality in CKD patients. Adequate experimental evidence is urgently needed to inform when and how to optimize SUA in this population.


Assuntos
Biomarcadores/sangue , Insuficiência Renal Crônica/mortalidade , Ácido Úrico/sangue , Adulto , Idoso , Idoso de 80 Anos ou mais , Progressão da Doença , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Prognóstico , Estudos Prospectivos , Insuficiência Renal Crônica/sangue , Insuficiência Renal Crônica/patologia , Fatores de Risco , Taxa de Sobrevida , Adulto Jovem
15.
BMC Nephrol ; 18(1): 229, 2017 Jul 10.
Artigo em Inglês | MEDLINE | ID: mdl-28693440

RESUMO

BACKGROUND: The current practice concerning timing, mode, and dose of renal replacement therapy (RRT) in patients with metformin-associated lactic acidosis (MALA) with renal failure remains unknown. To investigate whether serum lactate level and prescription pattern of RRT are associated with mortality in patients with MALA requiring RRT. METHODS: We searched PubMed/Medline and EMBASE from inception to Sep 2014 and applied predetermined exclusion criteria. Case-level data including case's demographics and clinical information related to MALA were abstracted. Multiple logistic regression modeling was used to examine the predictors of mortality. RESULTS: A total of 253 unique cases were identified with cumulative mortality of 17.2%. Eighty-seven percent of patients had acute kidney injury. Serum lactate level was significantly higher in non-survivors (median 22.5 mmol/L) than in survivors (17.0 mmol/L, p-value <0.01) and so did the median blood metformin concentrations (58.5 vs. 43.9 mg/L, p-value = 0.05). The survival advantage was not significantly different between the modalities of RRT. The adjusted odds ratio of mortality for every one mmol/L increase in serum lactate level was 1.09 (95% CI 1.02-1.17, p-value = 0.01). The dose-response curve indicated a lactate threshold greater than 20 mmol/L was significantly associated with mortality. CONCLUSIONS: Our study suggests that predialysis level of serum lactate level is an important marker of mortality in MALA patients requiring RRT with a linear dose-response relationship. To better evaluate the optimal prescription of RRT in MALA, we recommend fostering an international consortium to support prospective research and large-scale standardized case collection.


Assuntos
Acidose Láctica/sangue , Acidose Láctica/mortalidade , Hipoglicemiantes/efeitos adversos , Ácido Láctico/sangue , Metformina/efeitos adversos , Terapia de Substituição Renal/mortalidade , Acidose Láctica/induzido quimicamente , Injúria Renal Aguda/sangue , Injúria Renal Aguda/mortalidade , Adulto , Idoso , Biomarcadores/sangue , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Mortalidade/tendências , Terapia de Substituição Renal/tendências
17.
PLoS One ; 12(4): e0173843, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28380035

RESUMO

BACKGROUND: This study examined the progression of chronic kidney disease (CKD) by using average annual decline in estimated GFR (eGFR) and its risk factors in a 10-year follow-up CKD cohort. METHODS: A prospective, observational cohort study, 4600 individuals fulfilled the definition of CKD, with or without proteinuria, were followed for 10 years. The eGFR was estimated by the MDRD equation. Linear regression was used to estimate participants' annual decline rate in eGFR. We defined subjects with annual eGFR decline rate <1 ml/min/1.73 m2 as non-progression and the decline rate over 3 ml/min/1.73 m2 as rapid progression. RESULTS: During the follow-up period, 2870 (62.4%) individuals had annual eGFR decline rate greater than 1 ml/min/1.73 m2. The eGFR decline rate was slower in individuals with CKD diagnosed over the age of 60 years than those with onset at a younger age. Comparing to subjects with decline rate <1 ml/min/1.73 m2/year, the odds ratio (OR) of developing rapid CKD progression for diabetes, proteinuria and late onset of CKD was 1.72 (95% CI: 1.48-2.00), 1.89(1.63-2.20) and 0.68 (0.56-0.81), respectively. When the model was adjusted for the latest CKD stage, comparing to those with CKD stage 1, patients with stage 4 and stage 5 have significantly higher risks for rapid progression (OR, 5.17 (2.60-10.25), 19.83 (10.05-39.10), respectively). However, such risk was not observed among patients with the latest CKD stage 2 and 3. The risk for incident ESRD was 17% higher for each 1 ml/min/1.73 m2 increasing in annual decline rate. CONCLUSIONS: Not everyone with CKD develops ESRD after a 10-year follow-up. Absolute annual eGFR decline rate can help clinicians to better predict the progression of CKD. Individuals with renal function decline rate over 3 ml/min/1.73 m2/year require intensive CKD care.


Assuntos
Taxa de Filtração Glomerular/fisiologia , Insuficiência Renal Crônica/fisiopatologia , Idoso , Progressão da Doença , Feminino , Seguimentos , Humanos , Modelos Lineares , Masculino , Estudos Prospectivos , Proteinúria/fisiopatologia , Fatores de Risco , Taiwan
18.
Eur J Intern Med ; 26(8): 640-5, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26186813

RESUMO

BACKGROUND: Multidisciplinary care (MDC) was widely used in multiple chronic illnesses but the effectiveness of MDC in patients with chronic kidney disease (CKD) was inconclusive. The aim of this meta-analysis is to estimate the effectiveness of MDC for CKD. METHODS: We searched PubMed, Web of Science, Google Scholar, Cochrane Library, and China Journal Full-text Database for relevant articles published in English or Chinese. Studies investigating MDC and non-MDC in patients with CKD were included. Random effect model was used to compare all-cause mortality, dialysis, risk of temporal catheterization, and hospitalization in the two treatment entities. RESULTS: We analyzed 8853 patients of 18 studies in patients with CKD stages 3-5, aged 63±12 years. MDC was associated with lower risk of all-cause mortality with an odds ratio (OR) of 0.52 [95% confidence interval (CI): 0.44-0.88, p=0.01], mainly in cohort studies. MDC was associated with a lower risk of starting dialysis (p=0.02) and lower risk of temporal catheterization for dialysis (p<0.01). MDC was not associated with a higher chance of choosing peritoneal dialysis (p=0.18) or a lower chance of hospitalization for dialysis (p=0.13). CONCLUSIONS: Limited evidence from randomized controlled trials is currently available to support the benefit of MDC in patients with CKD. MDC is associated with lower all-cause mortality, lower risk of starting dialysis, and lower risk of temporal catheterization for dialysis in cohort studies. MDC is not associated with a higher chance of choosing peritoneal dialysis or a lower chance of hospitalization for dialysis. More studies are needed to determine the optimal professional that should be included in MDC.


Assuntos
Equipe de Assistência ao Paciente , Insuficiência Renal Crônica/terapia , Humanos , Comunicação Interdisciplinar , Pessoa de Meia-Idade , Resultado do Tratamento
19.
J Periodontol ; 85(6): 779-86, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24144269

RESUMO

BACKGROUND: It is well known that patients with diabetes have higher extent and severity of periodontitis, but the backward relationship is little investigated. The relationship between periodontitis needing dental surgery and subsequent type 2 diabetes mellitus (DMT2) in those individuals without diabetes was assessed. METHODS: This is a retrospective cohort study using data from the national health insurance system of Taiwan. The periodontitis cohort involved 22,299 patients, excluding those with diabetes already or those diagnosed with diabetes within 1 year from baseline. Each study participant was randomly frequency matched by age, sex, and index year with one individual from the general population without periodontitis. Cox proportional hazards regression analysis was used to estimate the influence of periodontitis on the risk of diabetes. RESULTS: The mean follow-up period is 5.47 ± 3.54 years. Overall, the subsequent incidence of DMT2 was 1.24-fold higher in the periodontitis cohort than in the control cohort, with an adjusted hazard ratio of 1.19 (95% confidence interval = 1.10 to 1.29) after controlling for sex, age, and comorbidities. CONCLUSIONS: This is the largest nation-based study examining the risk of diabetes in Asian patients with periodontitis. Those patients with periodontitis needing dental surgery have increased risk of future diabetes within 2 years compared with those participants with periodontitis not requiring dental surgery.


Assuntos
Diabetes Mellitus Tipo 2/epidemiologia , Periodontite/cirurgia , Adulto , Idoso , Estudos de Casos e Controles , Estudos de Coortes , Doença da Artéria Coronariana/epidemiologia , Feminino , Seguimentos , Humanos , Hiperlipidemias/epidemiologia , Hipertensão/epidemiologia , Incidência , Renda/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Obesidade/epidemiologia , Periodontite/epidemiologia , Vigilância da População , Modelos de Riscos Proporcionais , Estudos Retrospectivos , Fatores de Risco , Curetagem Subgengival/estatística & dados numéricos , Retalhos Cirúrgicos/estatística & dados numéricos , Taiwan/epidemiologia , Saúde da População Urbana/estatística & dados numéricos
20.
BMC Nephrol ; 14: 128, 2013 Jun 20.
Artigo em Inglês | MEDLINE | ID: mdl-23786634

RESUMO

BACKGROUND: The hemodialysis (HD) population has a particularly high incidence of amputation, which is likely associated with decreased tissue oxygenation during HD. However, information about the risk factors leading to amputation in peritoneal dialysis (PD) patients is limited. Here, we have investigated the association between the use of hypertonic peritoneal dialysate (HPD) and subsequent amputation in PD patients. METHODS: Based on the data from the Taiwan National Health Insurance research database, this observational cohort study enrolled 203 PD patients who had received HPD early during treatment and had not undergone amputation and 296 PD controls who had not undergone amputation. Subjects were followed through until the end of 2009 and the event rates of new non-traumatic amputation were compared between groups. RESULTS: The incidence of amputation was 3 times higher for the HPD cohort than for the comparison cohort (23.68 vs. 8.01 per 1000 person-years). The hazard ratio (HR) for this group, estimated using a multivariable Cox model, was 2.48 (95% confidence interval [CI] = 1.06-5.79). The HR for patients with both diabetes and early adoption of HPD increased to 44.34 (95% CI = 5.51-357.03), compared to non-HPD non-diabetic PD controls. CONCLUSION: Early utilization of HPD in PD patients is associated with increasing risk of amputation; this risk considerably increases for those with concomitant diabetes.


Assuntos
Amputação Cirúrgica/tendências , Soluções Hipertônicas/efeitos adversos , Diálise Peritoneal/efeitos adversos , Diálise Peritoneal/tendências , Adulto , Idoso , Estudos de Coortes , Feminino , Humanos , Soluções Hipertônicas/administração & dosagem , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Fatores de Tempo , Resultado do Tratamento , Adulto Jovem
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