Dataset Information

Change in novel filtration markers and risk of ESRD.

ABSTRACT:

Background

Chronic kidney disease progression is a risk factor for end-stage renal disease (ESRD). A 57% decline in creatinine-based estimated glomerular filtration rate (eGFRcr) is an established surrogate outcome for ESRD in clinical trials, and a 30% decrease recently has been proposed as a surrogate end point. However, it is unclear whether change in novel filtration marker levels provides additional information for ESRD risk to change in eGFRcr.

Study design

Cohort study.

Setting & participants

Atherosclerosis Risk in Communities (ARIC) Study participants from 4 US communities.

Predictors

Percent change in levels of filtration markers (eGFRcr, cystatin C-based eGFR [eGFRcys], the inverse of β2-microglobulin concentration [1/B2M]) over a 6-year period.

Outcome

Incident ESRD.

Measurements

Cox proportional hazards regression with adjustment for demographics, kidney disease risk factors, and first measurement of eGFRcr.

Results

During a median follow-up of 13 years, there were 142 incident ESRD cases. In adjusted analysis, declines > 30% in eGFRcr, eGFRcys, and 1/B2M were associated significantly with ESRD compared with stable concentrations of filtration markers (HRs of 19.96 [95% CI, 11.73-33.96], 16.67 [95% CI, 10.27-27.06], and 22.53 [95% CI, 13.20-38.43], respectively). Using the average of declines in the 3 markers, >30% decline conferred higher ESRD risk than that for eGFRcr alone (HR, 31.97 [95% CI, 19.40-52.70; P=0.03] vs eGFRcr).

Limitations

Measurement error could influence estimation of change in filtration marker levels.

Conclusions

A >30% decline in kidney function assessed using novel filtration markers is associated strongly with ESRD, suggesting the potential utility of measuring change in cystatin C and B2M levels in settings in which improved outcome ascertainment is needed, such as clinical trials.

SUBMITTER: Rebholz CM

PROVIDER: S-EPMC4478244 | biostudies-literature | 2015 Jul

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Change in novel filtration markers and risk of ESRD.

Rebholz Casey M CM Grams Morgan E ME Matsushita Kunihiro K Selvin Elizabeth E Coresh Josef J

American journal of kidney diseases : the official journal of the National Kidney Foundation 20141224 1

<h4>Background</h4>Chronic kidney disease progression is a risk factor for end-stage renal disease (ESRD). A 57% decline in creatinine-based estimated glomerular filtration rate (eGFRcr) is an established surrogate outcome for ESRD in clinical trials, and a 30% decrease recently has been proposed as a surrogate end point. However, it is unclear whether change in novel filtration marker levels provides additional information for ESRD risk to change in eGFRcr.<h4>Study design</h4>Cohort study.<h4> ...[more]

PMID: 25542414

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Project description:BACKGROUND:Using change in estimated glomerular filtration rate (eGFR) based on creatinine concentration as a surrogate outcome in clinical trials of chronic kidney disease has been proposed. Risk for end-stage renal disease (ESRD) and all-cause mortality associated with change in concentrations of other filtration markers has not been studied in chronic kidney disease populations. STUDY DESIGN:Observational analysis of 2 clinical trials. SETTING & PARTICIPANTS:Participants in the MDRD (Modification of Diet in Renal Disease; n=317) Study and AASK (African American Study of Kidney Disease and Hypertension; n=373). PREDICTORS:Creatinine, cystatin C, ?-trace protein (BTP), and ?2-microglobulin (B2M) were measured in serum samples collected at the 12- and 24-month follow-up visits, along with measured GFR (mGFR) at these time points. OUTCOMES:ESRD and all-cause mortality. MEASUREMENTS:Poisson regression was used to estimate incidence rate ratios and 95% CIs for ESRD and all-cause mortality during long-term follow-up (10-16 years) per 30% decline in mGFR or eGFR for each filtration marker and the average of all 4 markers. RESULTS:1-year decline in mGFR, eGFRcr, eGFRBTP, and the average of the 4 filtration markers was significantly associated with increased risk for incident ESRD in both studies (all P?0.02). Compared to mGFR, only decline in eGFRBTP was statistically significantly more strongly associated with ESRD risk in both studies (both P?0.03). Decline in eGFRcr, but not mGFR or the other filtration markers, was significantly associated with risk for all-cause mortality in AASK only (incidence rate ratio per 30% decline, 4.17; 95% CI, 1.78-9.74; P<0.001), but this association was not significantly different from decline in mGFR (P=0.2). LIMITATIONS:Small sample size. CONCLUSIONS:Declines in mGFR, eGFRcr, eGFRBTP, and the average of 4 filtration markers (creatinine, cystatin C, BTP, and B2M) were consistently associated with progression to ESRD.

Project description:Background and objectivesSerum β-trace protein (BTP) and β-2 microglobulin (B2M) are associated with risk of ESRD and death in the general population and in populations at high risk for these outcomes (GP/HR) and those with CKD, but results differ among studies.Design, setting, participants, & measurementsWe performed an individual patient-level meta-analysis including three GP/HR studies (n=17,903 participants) and three CKD studies (n=5415). We compared associations, risk prediction, and improvement in reclassification of eGFR using BTP (eGFRBTP) and B2M (eGFRB2M) alone and the average (eGFRavg) of eGFRBTP, eGFRB2M, creatinine (eGFRcr), and cystatin C (eGFRcys), to eGFRcr, eGFRcys, and their combination (eGFRcr-cys) for ESRD (2075 events) and death (7275 events).ResultsMean (SD) follow up times for ESRD and mortality for GP/HR and CKD studies were 13 (4), 6.2 (3.2), 14 (5), and 7.5 (3.9) years, respectively. Compared with eGFRcr, eGFRBTP and eGFRB2M improved risk associations and modestly improved prediction for ESRD and death even after adjustment for established risk factors. eGFRavg provided the most consistent improvement in associations and prediction across both outcomes and populations. Assessment of heterogeneity did not yield clinically relevant differences. For ESRD, addition of albuminuria substantially attenuated the improvement in risk prediction and risk classification with novel filtration markers. For mortality, addition of albuminuria did not affect the improvement in risk prediction with the use of novel markers, but lessened improvement in risk classification, especially for the CKD cohort.ConclusionsThese markers do not provide substantial additional prognostic information to eGFRcr and albuminuria, but may be appropriate in circumstances where eGFRcr is not accurate or albuminuria is not available. Educational efforts to increase measurement of albuminuria in clinical practice may be more cost-effective than measurement of BTP and B2M for improving prognostic information.

Project description:Background and objectivesKidney disease progression, assessed by change in eGFR on the basis of creatinine, is an independent risk factor for cardiovascular disease and death. This study aimed to evaluate whether changes in multiple filtration markers, individually and combined, were associated with cardiovascular disease and death.Design, setting, participants, & measurementsCreatinine, cystatin C, and ?2-microglobulin were measured among 9716 Atherosclerosis Risk in Communities Study participants in 1990-1992 and 1996-1998. Percentage change in three filtration markers (eGFR on the basis of creatinine, eGFR on the basis of cystatin C, and 1/?2-microglobulin) individually and the average of percentage change across all three filtration markers were calculated. Cardiovascular events and deaths were ascertained from 1996 to 2011. Cox regression models were adjusted for established risk factors for cardiovascular disease and mortality and first measurement of eGFR on the basis of creatinine.ResultsDuring a median follow-up of 14 years, there were 1922 cardiovascular events and 2285 deaths from any cause. Decline of >30% in each filtration marker was significantly associated with higher risk of mortality compared with stable kidney function (-9.9% to +9.9% change in the filtration marker) with hazard ratios (95% confidence intervals) of 1.91 (1.67 to 2.18) for eGFR on the basis of creatinine, 2.29 (1.99 to 2.63) for eGFR on the basis of cystatin C, and 2.48 (2.15 to 2.86) for 1/?2-microglobulin, with similar associations for cardiovascular disease. An average decline of >30% across the three markers was strongly associated with higher risk of all-cause mortality (hazard ratio, 2.82; 95% confidence interval, 2.42 to 3.29).ConclusionsKidney disease progression was assessed using >30% decline in eGFR on the basis of creatinine, eGFR on the basis of cystatin C, and 1/?2-microglobulin and average decline of >30% across the three filtration markers is strongly associated with risk of cardiovascular disease and death.

Project description:BACKGROUND:A growing number of serum filtration markers are associated with mortality and end-stage renal disease (ESRD) in adults. Whether ?-trace protein (BTP) and ?2-microglobulin (B2M) are associated with these outcomes in adults with type 2 diabetes is not known. STUDY DESIGN:Longitudinal cohort study. SETTING & PARTICIPANTS:250 Pima Indians with type 2 diabetes (69% women; mean age, 42 years; mean diabetes duration, 11 years). PREDICTORS:Serum BTP, B2M, and glomerular filtration rate measured by iothalamate clearance (mGFR) or estimated using creatinine (eGFRcr) or cystatin C level (eGFRcys). OUTCOMES & MEASUREMENTS:Incident ESRD and all-cause mortality through December 2013. HRs were reported per interquartile range decrease of the inverse of BTP and B2M (1/BTP and 1/B2M) using Cox regression. Improvement in risk prediction with the addition of BTP or B2M level to established markers (eGFRcys with mGFR or eGFRcr) was evaluated using C statistics, continuous net reclassification improvement, and relative integrated discrimination improvement (RIDI). RESULTS:During a median follow-up of 14 years, 69 participants developed ESRD and 95 died. Both novel markers were associated with ESRD in multivariable models. BTP level remained statistically significant after further adjustment for mGFR (1/BTP, 1.53 [95% CI, 1.01-2.30]; 1/B2M, 1.54 [95% CI, 0.98-2.42]). B2M level was associated with mortality in multivariable models and after further adjustment for mGFR (HR, 2.12; 95% CI, 1.38-3.26). The addition of B2M level to established markers increased the C statistic for mortality but only weakly when assessed by either continuous net reclassification improvement or RIDI; none was improved for ESRD by the addition of these markers. LIMITATIONS:Small sample size, single measurements of markers. CONCLUSIONS:In Pima Indians with type 2 diabetes, BTP and, to a lesser extent, B2M levels were associated with ESRD. B2M level was associated with mortality after adjustment for traditional risk factors and established filtration markers. Further studies are warranted to confirm whether inclusion of B2M level in a multimarker approach leads to improved risk prediction for mortality in this population.

Project description:BACKGROUND:New filtration markers, including ?-trace protein (BTP) and ??-microglobulin (B2M), may, similar to cystatin C, enable a stronger prediction of mortality compared to serum creatinine-based estimated glomerular filtration rate (eGFRcr). We sought to evaluate these mortality associations in a representative sample of US adults. STUDY DESIGN:Prospective cohort study. SETTING & PARTICIPANTS:6,445 adults 20 years or older from the Third National Health and Nutrition Examination Survey (1988-1994) with mortality linkage through December 31, 2006. PREDICTORS:Serum cystatin C, BTP, and B2M levels and eGFRcr categorized into quintiles, with the highest quintile (lowest for eGFRcr) split into tertiles (subquintiles Q5a-Q5c). OUTCOMES:All-cause, cardiovascular disease, and coronary heart disease mortality. MEASUREMENTS:Demographic- and multivariable-adjusted Cox proportional hazard models. RESULTS:During follow-up, 2,392 deaths (cardiovascular, 1,079; coronary heart disease, 605) occurred. Levels of all 4 filtration markers were associated with mortality risk after adjusting for demographics (P trend<0.02). Adjusted for mortality risk factors, compared to the middle quintile, the highest subquintiles for cystatin C (Q5c: HR, 1.94; 95% CI, 1.43-2.62), BTP (Q5c: HR, 2.14; 95% CI, 1.56-2.94), and B2M (Q5c: HR, 2.58; 95% CI, 1.96-3.41) were associated with increased all-cause mortality risk, whereas the association was weaker for eGFRcr (Q5c: HR, 1.31; 95% CI, 0.84-2.04). Associations persisted for the novel markers and not for eGFRcr at eGFRcr ?60 mL/min/1.73 m². Trends were similar for cardiovascular disease and coronary heart disease mortality. LIMITATIONS:Single measurements of markers from long-term stored samples. CONCLUSIONS:The strong association of cystatin C level with mortality compared with serum creatinine estimates is shared by BTP and B2M. This supports the utility of alternative filtration markers beyond creatinine when improved risk prediction related to decreased GFR is needed.

Project description:BackgroundAlthough incidence rates of end-stage renal disease (ESRD) in the United States are reported routinely by the US Renal Data System (USRDS), risks (probabilities) are not reported. Short- and long-term risk estimates need to be updated and expanded to minority populations, including Native Americans, Asian/Pacific Islanders, and Hispanics.Study designRisk estimation from surveillance data in large populations using life-table methods. A competing-risks framework was applied by constructing a hypothetical cohort followed from birth to death.Setting & participantsTotal US population. Incidence and mortality rates of ESRD were obtained from the USRDS; all-cause mortality rates were obtained from CDC WONDER.PredictorsAge, sex, race/ethnicity, and year.Outcomes10-year to lifetime risks (cumulative incidence) of ESRD.ResultsAmong males, lifetime risks of ESRD from birth using 2013 data were 3.1% (95% CI, 3.0%-3.1%) for non-Hispanic whites, 8.0% (95% CI, 7.9%-8.2%) for non-Hispanic blacks, 3.8% (95% CI, 3.4%-4.9%) for non-Hispanic Native Americans, 5.1% (95% CI, 4.8%-5.4%) for non-Hispanic Asians/Pacific Islanders, and 6.2% (95% CI, 6.1%-6.4%) for Hispanics. Among females, lifetime risks were 2.0% (95% CI, 2.0%-2.1%) for non-Hispanic whites, 6.8% (95% CI, 6.7%-6.9%) for non-Hispanic blacks, 3.6% (95% CI, 3.3%-4.2%) for non-Hispanic Native Americans, 3.8% (95% CI, 3.6%-4.0%) for non-Hispanic Asian/Pacific Islanders, and 4.3% (95% CI, 4.2%-4.5%) for Hispanics. Lifetime risk of ESRD from birth increased from 3.5% in 2000 to 4.0% in 2013 in males and decreased from 3.0% to 2.8% in females.LimitationsStandard life-time assumption of fixed age-specific rates over time and possible ESRD misclassification. To be useful in clinical practice, this application will require additional predictors (eg, comorbid conditions and chronic kidney disease stage).ConclusionsESRD risk in the United States varies more than 2-fold among racial/ethnic groups for both sexes.

Dataset Information

Change in novel filtration markers and risk of ESRD.

Background

Study design

Setting & participants

Predictors

Outcome

Measurements

Results

Limitations

Conclusions

Publications

Change in novel filtration markers and risk of ESRD.

Similar Datasets

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