Impact of Activated Vitamin D and Race on Survival among Hemodialysis Patients
Myles Wolf*,
Joseph Betancourt,
Yuchiao Chang,
Anand Shah*,
Ming Teng*,
Hector Tamez*,
Orlando Gutierrez*,
Carlos A. Camargo, Jr.,
Michal Melamed,
Keith Norris||,
Meir J. Stampfer¶,
Neil R. Powe** and
Ravi Thadhani*
* Renal Unit and General Medicine Division, Department of Medicine, and Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Division of Nephrology, Department of Medicine, Albert Einstein College of Medicine, New York, New York; || Charles R. Drew University of Medicine and Science, Los Angeles, California; ¶ Channing Laboratory, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School and Departments of Epidemiology and Nutrition, Harvard School of Public Health, Boston, Massachusetts; and ** Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Schools of Medicine and Public Health, Baltimore, Maryland
Correspondence: Dr. Ravi Thadhani, Bulfinch 127, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114. Phone: 617-724-1207; Fax: 617-726-2340; E-mail: rthadhani{at}partners.org
Received for publication September 12, 2007.
Accepted for publication January 8, 2008.
Contrary to most examples of disparities in health outcomes,black patients have improved survival compared with white patientsafter initiating hemodialysis. Understanding potential explanationsfor this observation may have important clinical implicationsfor minorities in general. This study tested the hypothesisthat greater use of activated vitamin D therapy accounts forthe survival advantage observed in black and Hispanic patientson hemodialysis. In a prospective cohort of non-Hispanic white(n = 5110), Hispanic white (n = 979), and black (n = 3214) incidenthemodialysis patients, higher parathyroid hormone levels atbaseline were the primary determinant of prescribing activatedvitamin D therapy. Median parathyroid hormone was highest amongblack patients, who were most likely to receive activated vitaminD and at the highest dosage. One-year mortality was lower inblack and Hispanic patients compared with white patients (16and 16 versus 23%; P < 0.01), but there was significant interactionbetween race and ethnicity, activated vitamin D therapy, andsurvival. In multivariable analyses of patients treated withactivated vitamin D, black patients had 16% lower mortalitycompared with white patients, but the difference was lost whenadjusted for vitamin D dosage. In contrast, untreated blackpatients had 35% higher mortality compared with untreated whitepatients, an association that persisted in several sensitivityanalyses. In conclusion, therapy with activated vitamin D maybe one potential explanation for the racial differences in survivalamong hemodialysis patients. Further studies should determinewhether treatment differences based on biologic differencescontribute to disparities in other conditions.
Compared with non-Hispanic white individuals, black and Hispanicindividuals more frequently develop a variety of chronic diseases,including diabetes and hypertension, and after their onset experiencemore rapid disease progression, greater end-organ complications,and increased mortality.1–5 Although the quality of healthcare delivered to racial and ethnic minorities is often inferiorto that for non-Hispanic white individuals even after controllingfor differences in health insurance, access to care, income,and education,6 the contribution of biologic differences todisparities in clinical outcomes remains controversial and incompletelyunderstood.
Kidney disease rates are increasing and disproportionately affectblack and Hispanic individuals.7–10 The increased riskfor kidney disease in minorities has been attributed to increasedrates of diabetes and hypertension exacerbated by limited accessto preventive strategies.10–12 Once patients develop kidneyfailure, however, racial disparities in health care deliveryare at least partially attenuated because universal access todialysis is mandated in the United States regardless of race,insurance, or socioeconomic status.13,14 Although narrowingdisparities in care would be expected to reduce differencesin outcomes on dialysis, paradoxically, black and Hispanic individualsdemonstrate longer survival on dialysis than non-Hispanic whiteindividuals, a difference that was first noted in the late 1970sbut has grown since.15–24
At the initiation of dialysis, black and Hispanic patients tendto have more favorable clinical characteristics22; however,their survival advantage is only partially attenuated afteradjustment for these factors, differences in dialysis dosage,or use of erythropoietin and iron.16–24 Intravenous activatedvitamin D was introduced in the middle to late 1980s to managesecondary hyperparathyroidism on dialysis, but beyond this role,several observational studies suggested an independent survivalbenefit associated with its use in dialysis.25–29 Healthyblack and Hispanic individuals and those with kidney diseasehave lower levels of vitamin D and consequently higher levelsof parathyroid hormone (PTH) compared with non-Hispanic whiteindividuals.30–34 These differences are exaggerated furtheronce patients reach dialysis,35 suggesting that black and Hispanicindividuals would be more likely to be treated with intravenousactivated vitamin D. We hypothesized that greater use of activatedvitamin D among black and Hispanic patients is one factor thatcontributes to their survival advantage compared with non-Hispanicwhite patients. Moreover, we hypothesized that black and Hispanicpatients who are not treated with activated vitamin D demonstrateworse survival compared with non-Hispanic white patients, mirroringtheir worse outcomes in many nondialysis settings.
Baseline Characteristics
Baseline characteristics and laboratory results at the initiationof dialysis are presented in Table 1. Compared with white patients,black patients tended to be younger and heavier, and a higherproportion were women and had hypertension as the assigned causeof renal failure. A smaller proportion had cardiovascular disease,malignancy, or chronic obstructive pulmonary disease. BaselinePTH and creatinine levels were higher for black compared withwhite patients, whereas calcium, albumin, hemoglobin, and ureareduction ratios were lower. In the subset of patients who hadvitamin D levels measured (Table 2), serum 25-hydroxyvitaminD and 1,25-dihydroxyvitamin D were lowest among black patients,who were most likely to be severely vitamin D deficient. Formost baseline characteristics, including vitamin D measurements,Hispanic patients had levels that were intermediate betweenwhite and black patients.
Table 2. Vitamin D levels at the initiation of hemodialysis before administration of any exogenous activated vitamin D according to race/ethnicitya
Crude and Adjusted 1-Yr Mortality
The annualized 1-yr mortality rate in the overall populationwas 20% (Table 3). Cardiovascular disease accounted for 53%of deaths, and 26% were attributed to infection. There was nosignificant difference in crude mortality rates between blackand Hispanic patients, but each demonstrated a survival advantagecompared with white patients (Table 3, Figure 1). The survivaladvantage of black and Hispanic patients was partially attenuatedafter adjustment for age and gender but retained statisticalsignificance in the multivariable-adjusted analyses that didnot account for activated vitamin D therapy (Table 3).
Figure 1. Kaplan-Meier survival curves for the first year on hemodialysis according to race/ethnicity (white, n = 5110; Hispanic, n = 979; black, n = 3214). Log-rank tests comparing Hispanic versus white, P < 0.01; black versus white, P < 0.01.
Use of Activated Vitamin D
Among all patients, 77% were treated with activated vitaminD beginning at a median of day 16 (interquartile range 9 to43 d) after initiating dialysis and continuing for a medianduration of 270 d (interquartile range 126 to 348 d), or 77%of the total follow-up period. Compared with white patients,black patients were more likely to be treated, spent a greaterproportion of their follow-up time receiving therapy, and receivedsignificantly greater dosages (Table 4); vitamin D use amongHispanic patients was intermediate between white and black patients.Although lower calcium levels were associated with subsequentactivated vitamin D therapy in univariate analyses, baselinePTH was the strongest independent predictor of therapy (2.4-foldgreater likelihood of therapy per 100-pg/ml increase; 95% confidenceinterval [CI] 2.3 to 2.5). Figure 2 presents the frequency ofactivated vitamin D use according to race/ethnicity and decileof baseline PTH levels. White patients tended to be concentratedin the lowest deciles of PTH, black patients were skewed towardthe upper deciles, and Hispanic patients had intermediate PTHlevels. Compared with white patients, black patients were morelikely to receive activated vitamin D within each PTH decile:Up to 52% more likely than white patients for PTH 52 to 94 pg/ml(95% CI 34 to 73%), but among patients with baseline PTH levels>206 pg/ml (deciles 6 to 10), the likelihood of therapy wasonly 4% greater (95% CI 2 to 7%) among black compared with whitepatients.
Figure 2. Distribution of baseline PTH levels and the proportion of patients who received activated vitamin D within deciles of baseline PTH by race/ethnicity: (A) White. (B) Hispanic. (C) Black. The bars represent the proportion of patients in each PTH decile. The percentage of patients treated with activated vitamin D in each decile is provided at the top of the corresponding bars.
Race, Ethnicity, Activated Vitamin D, and Survival
In a univariate analysis, therapy with intravenous activatedvitamin D was associated with a significant survival advantagecompared with no therapy (hazard ratio [HR] 0.48; 95% CI 0.43to 0.54). There was significant interaction between race/ethnicity,activated vitamin D therapy, and survival in univariate (P <0.0001) and multivariable-adjusted (P = 0.01) analyses, indicatingdifferent relationships between race/ethnicity and survivalamong treated and untreated patients. Among patients who weretreated with activated vitamin D, black and Hispanic patientshad significantly better survival compared with white patients(Figure 3A), but among untreated patients, black patients hadsignificantly worse survival compared with white patients (Figure 3B).Multivariable adjustment partially attenuated the survival benefitof the black and Hispanic patients treated with activated vitaminD, but the higher risk for mortality among untreated black patientscompared with untreated white patients persisted in age- andgender-adjusted, multivariable-adjusted models and in multivariablemodels stratified by facility (Table 5). Furthermore, the survivalbenefit of black patients in the vitamin D–treated stratumwas eliminated when adjusted for only age, gender, and dosageof activated vitamin D (HR 1.04; 95% CI 0.90 to 1.21).
Figure 3. Kaplan-Meier survival curves for the first year on hemodialysis according to race/ethnicity and stratified by activated vitamin D therapy. (A) Patients who were treated with activated vitamin D (white, n = 3567; Hispanic, n = 745; black, n = 2821); log-rank tests comparing Hispanic versus white, P < 0.01; black versus white, P < 0.01. (B) Patients who remained untreated (white, n = 1543; Hispanic, n = 234; black, n = 393); log-rank tests comparing Hispanic versus white, P = 0.8; black versus white, P < 0.01.
Table 5. Crude and adjusted HR for mortality by race/ethnicity stratified by activated vitamin D therapy
Black patients who were not treated with activated vitamin Dwere at higher risk for death in univariate, multivariable-adjusted,and propensity score–adjusted analyses of the six race/ethnicityx vitamin D groups (Figure 4). The results were materially unchangedwhen further adjusted for baseline vitamin D levels (data notshown), although we acknowledge decreased power in the latteranalyses. In contrast, there was no effect modification of therelationships between race/ethnicity and survival by iron orerythropoietin therapies; vascular access; age; gender; ureareduction ratio; or levels of albumin, creatinine, hemoglobin,calcium, and PTH (data not shown). Although the magnitude ofthe survival benefit among black patients varied according toBP, body mass index, and phosphorus levels, in no stratum wereblack patients at higher risk for mortality as was observedin the group with no vitamin D treatment.
Figure 4. Risk for death according to race/ethnicity x activated vitamin D therapy groups in unadjusted, multivariable-adjusted, and propensity score–adjusted models. Solid and feathered bars refer to activated vitamin D treated and untreated groups, respectively. *P < 0.05 versus reference group (R).
Black patients were less likely than white patients to receivea kidney transplant (1.5 versus 3.8%; P < 0.01); excludingor censoring those patients did not alter the results. To addressfurther the potential of confounding by indication, we examinedthe characteristics of patients who were not treated with activatedvitamin D during the follow-up period according to race/ethnicity.There was no significant racial difference in the frequencyof hospitalization during the 1 yr of follow up (white 1.6 ±1.9 [median one admission]; black 1.5 ± 1.6 [median oneadmission]). Although untreated black patients were at a significantlyhigher risk for mortality compared with white patients, theirfavorable baseline characteristics, including younger age andfewer comorbidities, suggested that they would have demonstratedlower risk (Table 6). Black patients were 20% (95% CI 11 to29%) more likely than white patients to be treated at facilitieswith the highest (upper quartile) standardized mortality rates(SMR). Nevertheless, even after exclusion of these patients,untreated black patients demonstrated higher risk for deathcompared with untreated white patients (HR 1.51; 95% CI 1.15to 1.97). Finally, in another sensitivity analysis in whichall patients were censored at the time activated vitamin D therapywas begun, black patients remained at a statistically significanthigher risk for death compared with white patients (HR 1.22;95% CI 1.07 to 1.39).
Upon initiating hemodialysis, black and Hispanic patients hadsignificantly higher PTH levels than white patients and weretreated more often and with higher dosages of activated vitaminD, which, in turn, was independently associated with improvedsurvival as in previous observational studies.25–29 Thus,although black and Hispanic patients with kidney disease areat greater risk for developing more severe secondary hyperparathyroidism,34this disadvantage seems to translate into a potential advantageonce dialysis is initiated. This hypothesis is supported bythe observation that among patients who were not treated withactivated vitamin D, black patients had significantly worseoutcomes than white patients, a finding that remained robustto a variety of sensitivity analyses. We believe this is thefirst report of a population of black dialysis patients whodemonstrated significantly worse survival compared with theirwhite counterparts, an observation that mirrors the myriad ofclinical situations outside dialysis.
Research of racial and ethnic disparities in health care prominentlydescribe how minorities are less likely to receive specificdiagnostic and therapeutic procedures—and thus experiencepoorer health outcomes—when compared with white individuals,even when controlling for differences in insurance and socioeconomicstatus. For example, black individuals are referred less frequentlythan white individuals for cardiac catheterization, coronaryartery bypass grafting, renal transplantation, and curativesurgical treatment of lung cancer, among others.36–42To date, most disparities research has focused on differencesin the provision of discretionary, often highly skilled, state-of-the-arttreatments that are measures of quality of care but do not necessarilyhave a biologic basis. By limiting the effects of socioeconomicinequity on health care delivery, dialysis represents a uniquesetting to examine potential biologic bases for disparitiesin outcomes that could suggest novel strategies to improve minorityoutcomes outside dialysis. Indeed, the results of this studyhighlight a clinical situation in which a racial disparity inhealth outcomes may be explained by biologic mechanisms andin which a significant disparity reverses after accounting fora single common intervention. More important, these resultsmay have important implications for the general population outsidedialysis in whom vitamin D deficiency is widespread but especiallycommon and severe among minorities.43
The worldwide epidemic of vitamin D deficiency has led to aresurgence of rickets with its catastrophic musculoskeletalcomplications44–47; however, given the ubiquitous tissuedistribution of the vitamin D receptor, even mild to moderatevitamin D deficiency has been linked to a number of extraskeletalcomplications that could affect survival. For example, vitaminD deficiency has been linked to insulin resistance; diabetes;hypertension; congestive heart failure; stroke; prostate, colon,and breast cancers; multiple sclerosis; and infections suchas tuberculosis.43 Importantly, many of these conditions aremore common or more severe among minorities, groups who tendto be more severely vitamin D deficient.43 Furthermore, recentprospective studies of patients from the general population48and incident dialysis patients49 demonstrated increased cardiovascularevents and mortality associated with deficiencies of 25D and1,25D. Our results should stimulate studies outside dialysisto test whether vitamin D deficiency may represent a modifiable,biologic risk factor that contributes to other health care disparitiessuch as in cardiovascular disease and cancer, where racial differencesare also present.50–52
Residual confounding is a potential limitation of all observationalstudies, and confounding by indication is a particular concernin studies involving therapeutic interventions such as activatedvitamin D. We used several strategies to address this limitation,including multivariable analyses that adjusted for calcium,phosphate, PTH, and other characteristics; stratified analysesrestricted to patients who were never treated; models that adjustedfor individual patients' propensity of receiving treatment;and analyses that censored patients at the time treatment began.A significantly higher risk for death among untreated blackpatients was detected using each of these approaches. The stratifiedanalyses are especially noteworthy because untreated black patientshad otherwise favorable baseline characteristics compared withwhite patients. Whereas adjusting for baseline characteristicsin the overall population partially attenuated the survivalbenefit among black patients, these factors acted as negativeconfounders in the analyses of untreated patients in which thesignificantly increased univariate risk among black patientswas magnified with multivariable adjustment. It is interestingthat a significant survival benefit persisted in black and Hispanicpatients in the stratum that was treated with activated vitaminD. Although this could be due to additional, unknown factors,adjusting for the higher dosage of activated vitamin D administeredto black patients essentially eliminated the difference in age-and gender-adjusted models (HR 1.04). This contrasts with mostprevious studies in which adjustment for a variety of factorsdiminished the statistical significance between black and whitepatients but did not completely eliminate the trend toward improvedsurvival among black patients,16–24 lending further supportto the hypothesis that differential vitamin D use at least partiallyexplains the racial difference in hemodialysis survival.
Only a randomized, controlled trial could provide definitiveevidence of a benefit for treating all vitamin D–deficientpatients or those of specific races and ethnicities. Given theknown complications of vitamin D deficiency, however, performingsuch a trial may be a challenge. ESRD would otherwise be theideal setting for such a trial because of the high "event" rates,the pervasiveness and severity of vitamin D deficiency,49 andthe lack of consensus on how best to manage it. However, currentnational practice guidelines for dialysis advocate vitamin Dtherapy only for certain PTH levels,53 and the widespread relianceon these guidelines may preclude the possibility of randomlyassigning dialysis patients with intact PTH >300 pg/ml toplacebo just as fears of adynamic bone disease may limit thefeasibility of randomly assigning patients with intact PTH <150to therapy. Thus, as poignantly highlighted by Himmelfarb,54opinion-based practice guidelines may actually hinder the developmentof critically needed randomized trials. Despite these difficulties,our results support the urgent need for randomized studies todetermine whether treatment differences based on biologic differences,such as in the vitamin D axis, may contribute to disparitiesin health outcomes in a variety of clinical settings, includingthe various stages of chronic kidney disease.
Accelerated Mortality on Renal Replacement (ArMORR) is a nationallyrepresentative prospective cohort study of patients who initiatedlong-term hemodialysis at US dialysis centers operated by FreseniusMedical Care, North America (FMC, Lexington, MA). Informationcollected prospectively included patient demographics, comorbiditiesat the initiation of hemodialysis, laboratory tests, intravenoustherapies, and clinical outcomes. Data were entered into a centraldatabase by physicians and nurses at the point of care, withrigorous quality assurance/quality control auditing mandatedby FMC.26,27 Routine laboratory tests were performed by SpectraEast (Rockland, NJ). This study was approved by the institutionalreview board of the Massachusetts General Hospital, which waivedthe need for informed consent.
Study Population
Between July 1, 2004, and June 30, 2005, 10,044 incident hemodialysispatients representing 1056 US dialysis units were prospectivelyenrolled in ArMORR. All incident hemodialysis patients who initiatedtherapy at a US-based FMC unit were eligible for inclusion inthe overall ArMORR cohort. The self-identified racial compositionof the cohort was 6115 white and 3235 black; 694 patients wereof "other" races and were excluded from this study. The 47 patients(26 white, 21 black) who enrolled in ArMORR after having alreadyspent >30 d on hemodialysis as inpatients were also excluded.Among 1007 patients who reported Hispanic ethnicity, 979 describedthemselves as white and 28 as black. For this study, the 28black Hispanic patients were included in the black group, andwhite Hispanic patients were analyzed separately (hereaftercalled Hispanic) from non-Hispanic white patients (hereaftercalled white). The final study population included 9303 patients:5110 white (55%), 979 Hispanic (11%), and 3214 black (35%).Given the requirement of dialysis providers to record detailedrace/ethnicity data for reporting purposes, the potential formisclassification of race and ethnicity was likely small.
Exposures, Outcomes, and Covariates
The primary exposure was race/ethnicity, and the primary outcomewas all-cause mortality within the first year after initiatinglong-term hemodialysis. Death was confirmed by discharge diagnosisreports from the individual dialysis centers. The primary covariateof interest was treatment with intravenous activated vitaminD analyzed as a time-dependent covariate given differentialstart times. We analyzed mean dosage of activated vitamin Dtherapy by expressing it in calcitriol equivalent units as meanparicalcitol dosage/455 and mean doxercalciferol dosage/256calculated from the average dosage over each calendar quarterstandardized to the total number of calendar quarters of follow-up.We did not examine the effect of specific vitamin D compoundson outcomes because of limited power for these analyses. Othercovariates included age, gender, assigned cause of renal failure(diabetes, hypertension, glomerulonephritis, polycystic kidneydisease, or other), BP, body mass index, vascular access atinitiation (arteriovenous fistula, graft, or venovenous catheter),urea reduction ratio, facility-specific SMR,26 and comorbidities(coronary artery disease/myocardial infarction, congestive heartfailure, peripheral vascular disease, stroke, hyperlipidemia,noncutaneous malignancy, and chronic obstructive pulmonary disease).Comorbidities were ascertained at the initiation of dialysisby the individual patients' practitioners and derived from theinitial intake history, physical examination, and medical chartreview performed by the dialysis centers. These results differsomewhat from comorbidity rates reported by the US Renal DataSystem because the latter are ascertained from data collectedapproximately 90 d after initiation of dialysis and are supplementedby hospital diagnostic codes reported to Medicare but not availableto FMC. We analyzed baseline blood levels of albumin, creatinine,calcium, phosphorus, PTH, alkaline phosphatase, hemoglobin,potassium, and bicarbonate. PTH was measured using the NicholsBio-intact PTH assay that detects amino acids 1 to 84 (targetrange on hemodialysis 75 to 150 pg/ml53). RIA (DiaSorin, Stillwater,MN) measurements of 25-hydroxyvitamin D and 1,25-dihydroxyvitaminD levels in baseline samples before any therapy with activatedvitamin D were available in a nested subset of consecutive patientsfrom a previous study.49
Statistical Analysis
We used one-way ANOVA, Kruskal-Wallis, and 2 tests to comparedemographics, laboratory tests, crude mortality rates, and vitaminD use among the three race/ethnicity groups. When overall significantdifferences were detected, pairwise differences were testedwith the Sidak adjustment for multiple comparisons. BecausePTH levels guide activated vitamin D treatment,53 we examinedthe frequency of treatment across deciles of baseline PTH levelswithin each race/ethnicity group.
We used Kaplan-Meier curves with log-rank tests to examine survivalafter initiation of hemodialysis by race/ethnicity groups. Patientswere censored when they discontinued dialysis as a result ofrecovery of renal function (4.4%) or kidney transplantation(2.9%) or were lost to follow-up because they transferred theircare to a non-FMC center (12.4%); there were no differencesin transfer rates according to race/ethnicity. We used multivariableCox models to adjust for potential confounding after ensuringthat the proportional hazards assumption was not violated. Weincluded covariates in the multivariable models that have beenassociated with mortality on dialysis in previous studies andthose that were significantly different among the race/ethnicitygroups in this study. For the multivariable analyses, variableswith missing data points were analyzed as categorical predictorswith an additional category for missing (<8% missing forany covariate); missing data points were not imputed. Otherwise,continuous variables were analyzed on a continuous scale. Wefirst assessed survival by race/ethnicity without consideringactivated vitamin D therapy. Next, we formally tested the interactionbetween race/ethnicity and activated vitamin D therapy wherevitamin D therapy was treated as a time-dependent covariate.When significant interaction was detected (P < 0.05) in univariateand multivariable-adjusted analyses, we examined results frommodels stratified by activated vitamin D therapy (ever versusnever treated) and models that incorporated race/ethnicity xactivated vitamin D therapy groups. We also tested but did notfind an interaction between race/ethnicity and iron and erythropoietintherapies and other clinical factors that may have been associatedwith dialysis mortality.
We used several approaches to address confounding by indication.We calculated a propensity score of the likelihood of receivingactivated vitamin D and adjusted for it in multivariable models.We compared the baseline characteristics and frequency of hospitalizationamong untreated patients by race/ethnicity. To assess the impactof overall quality of care, we examined models stratified byfacility-specific SMR. Finally, we performed an additional survivalanalysis of all patients who had any untreated period with censoringat the time activated vitamin D was initiated. Analyses wereperformed using Intercooled Stata 7.0 (Stata Corp., CollegeStation, TX) and two-sided P < 0.05 was considered statisticallysignificant.
M.W. has received research support from Shire and honorariafrom Abbott Laboratories, Genzyme, and INEOS; K.N. is an advisorfor Abbott Laboratories, Roche, Amgen, and King Pharmaceuticals;and R.T. has received research support from Abbott Laboratoriesand has received honoraria from Abbott Laboratories and Genzyme.
Acknowledgments
This study was supported by a grant from the American Societyof Nephrology-Alaska Kidney Foundation (M.W.); the Center forD-receptor Activation Research (CeDAR) at the MassachusettsGeneral Hospital (www.mghcedar.org); and grants RR017376 (M.W.),DK076116 (M.W.), DK078774 (M.M.), and DK071674 (R.T.) from theNational Institutes of Health.
Footnotes
Published online ahead of print. Publication date availableat www.jasn.org.
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