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*
Division of Nephrology, New England Medical Center, Boston,
Massachusetts.
Division of Clinical Care Research, New England Medical Center, Boston,
Massachusetts.
Dialysis Clinics, Inc., Boston, Massachusetts.
Correspondence to Dr. Brian J. G. Pereira, Division of Nephrology, New England Medical Center, Box 391, 750 Washington Street, Boston, MA 02111. Phone: 617-636-0372; Fax: 617-636-8329; E-mail: brian.pereira{at}es.nemc.org
| Abstract |
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| Introduction |
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Several investigators have demonstrated that increasing age, white race, male gender, nonrenal comorbidity, presence of malnutrition, and inadequate delivered dose of dialysis are independent predictors of mortality among dialysis patients (1,4,5,6). However, despite increasing attention to modifiable factors such as increased dose of dialysis and use of more biocompatible dialyzers, mortality among dialysis patients remains high (2). This has led to a search for other modifiable factors that could improve ESRD outcomes. Among factors that have received scant attention, but may significantly affect the morbidity and mortality of dialysis patients, are the timing and quality of care before initiation of dialysis (pre-ESRD care). Optimal pre-ESRD care involves early detection of progressive renal disease, intervention to retard its progression, prevention of uremic complications, attenuation of comorbid conditions, adequate preparation for ESRD therapy, and timely initiation of dialysis (7). However, it is not known whether patients referred to a nephrologist early receive better pre-ESRD care than those who are referred late. Theoretically, timely referral of patients with chronic renal failure (CRF) to a nephrologist is likely to result in an improved clinical condition and better preparation for initiation of dialysis. Indeed, data from Europe (8,9,10,11) and South America (12) have shown that delayed referral is a significant problem, and is associated with a higher prevalence of uremic complication at the initiation of dialysis, with increased hospitalizations and higher cost of care. However, there is limited information available regarding the patterns of timing of referral in the United States, and the effects of late referral on ESRD outcomes. The purpose of this study was to examine the prevalence, predictors, and consequences of late referral at an academic medical center.
| Materials and Methods |
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Clinical and laboratory data were obtained from the patient records and electronic databases of NEMC, its affiliated dialysis unit (DCI, Boston), and the office records of the outpatient nephrology clinic. Using a standardized form, age, gender, race, insurance status, cause of ESRD, laboratory values obtained within 24 h before initiation of dialysis, pre-ESRD erythropoietin use, presence and type of permanent access used for the first dialysis, initial dialysis modality, predicted GFR, and index of individual disease severity (IDS) at the initiation of dialysis were recorded for each patient. Predicted GFR was calculated from the equation derived from the Modification of Diet in Renal Disease (MDRD) Study, and is based on age, gender, race, and levels of blood urea nitrogen, serum albumin, and serum creatinine (13).
The IDS was calculated using the method described by Greenfield and Nelson (14), and later modified by Athienites and colleagues (15) for use in ESRD patients. The modified IDS includes the following 17 domains: ischemic heart disease, congestive heart failure, arrthymias, other cardiac disease, hypertension, cerebral vascular disease, peripheral vascular disease, diabetes mellitus, respiratory disease, malignancy, hepatobiliary disease, musculoskeletal/connective tissue disorder, gastrointestinal disease, nonvascular nervous system disease, renal/urological disease, HIV/AIDS, and ophthalmic conditions. For each of these domains, patients are assigned to one of four disease severity levels: 0, absence of coexisting disease; 1, mild comorbid condition; 2, symptomatic mild-to-moderate condition requiring medical intervention; and 3, an uncontrolled condition that causes moderate-to-severe disease manifestations during medical care. These last two levels usually denote acute conditions that require urgent medical intervention. Each patient was also assigned a global IDS score, which represented the maximum score assigned among the 17 domains.
Timing of referral was determined from office records of the nephrology outpatient clinic. If the first encounter with a nephrologist occurred more than 4 mo before initiation of dialysis, the patient was classified as an early referral (ER). A patient referred within 4 mo before initiation of dialysis was classified as a late referral (LR). Race was categorized as white and non-white (African-American and Asian). Hypoalbuminemia was defined as serum albumin <3.5 g/dl, and late initiation of dialysis was defined as initiation of dialysis at a predicted GFR <5 ml/min per 1.73 m2. Insurance was categorized as private (private, fee-for-service), health maintenance organization (HMO), Medicare, Medicaid, and none. Patients with both private insurance and Medicare were categorized as private, and patients with both HMO insurance and Medicare were categorized as HMO. Medicare is a U.S. federal government-funded entitlement program of health care for the elderly (>65 yr), disabled, and patients with ESRD. Medicaid is a means-based program designed to provide health care to the indigent, and is administered through the states. Private health plans provide a predetermined set of health benefits to employees of a given organization for a fixed rate negotiated by the employer. These plans have traditionally been fee-for-service, whereby the plan pays the health care provider directly for services used by the beneficiary. The continuing growth of insurance premiums and the demand by employers for discounts led to the emergence of HMOs, which provide hospitals/physicians an incentive to limit the use of services, and pass on some of these savings to the employer (in the form of reduced premiums). The most extreme form of the new systems is "capitation," whereby the HMO contracts with the physician/hospital to provide complete medical coverage for a group of beneficiaries for a fixed sum.
Statistical Analyses
Univariate analyses of the differences in the clinical and laboratory
variables between ER and LR were performed using the t test for
continuous variables and
2 or Fisher exact test for discrete
variables. To further explore which factors were independently associated with
LR, we constructed a multivariate logistic regression model. Demographic
characteristics that have previously been shown to affect outcomes in ESRD
patients such as age (linear), gender (reference = male), race (reference =
non-white), and diabetes (reference = non-diabetes) were forced into the
model. In addition, the independent variables that were significantly
associated with the outcome in the univariate analysis were explored in the
multivariate analyses and kept in the final model if statistically
warranted.
Two additional multivariate logistic regression models were built to test the hypothesis that LR is independently associated with hypoalbuminemia and delayed initiation of dialysis, after adjusting for a priori set of covariates. The covariates included in these models were age, gender, race, cause of ESRD, and global IDS score at the initiation of dialysis. Age was entered as linear in the GFR model and categorized as 18 to 49, 50 to 64, and 65+ yr in the albumin model, as these were the best fit for the model.
To examine the effect of year of initiation of dialysis, a dichotomous
variable before or during 1994 (
1994) and after 1994 (>1994) was
explored in each of the multivariate models. Two-way interactions between year
of dialysis and insurance in the model evaluating LR, and year of dialysis and
LR in the models evaluating hypoalbuminemia and delayed initiation of dialysis
were explored. Statistical analyses were performed using the SAS system for
Windows, version 6.12 (SAS Institute, Inc., Cary, NC).
| Results |
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Predictors of Late Referral to the Nephrologist
Among the 135 patients included in the analysis, 30 (22%) were referred
late and 105 were referred early to the nephrologist. Differences in
demographic and clinical characteristics of patients with ER and LR are shown
in Table 1. There were no
significant differences between the two groups with reference to age, gender,
cause of ESRD, and IDS score. Similarly, there were no significant differences
in the different comorbidity domains between the two groups. However, there
were significant differences in insurance coverage between these two groups.
In a multivariate logistic regression model, after controlling for age,
gender, race, and cause of ESRD, patients who belonged to HMOs had a
significantly higher odds of LR to a nephrologist (odds ratio [OR] = 4.5; 95%
confidence interval [CI], 1.3 to 14.6) compared with Medicare patients.
Although the likelihood of LR was higher for Medicaid (OR = 4.1; 95% CI, 0.9
to 17.7) and uninsured patients (OR = 3.2; 95% CI, 0.4 to 23.4) compared to
Medicare patients, these differences were not statistically significant. The
odds of LR for patients covered by HMOs compared to Medicare was higher after
1994 (OR = 5.1) than
1994 (OR = 3.2). However, this difference was not
statistically significant.
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Consequences of Late Referral to the Nephrologist
Table 2 shows the clinical
and laboratory characteristics at the start of dialysis among LR and ER
patients. Patients in the LR group had significantly lower serum albumin and
calcium, and higher serum creatinine levels at the time of initiation of
dialysis than ER patients. Permanent vascular access was attempted before
initiation of dialysis in 58 and 7% of patients in the ER and LR groups,
respectively. A permanent vascular access was used for the first hemodialysis
in 40% of ER (80% arteriovenous fistula and 20% arteriovenous graft) and 4%
and LR patients. Mean predicted GFR was not significantly different between
the two groups. However, patients in the LR group were more likely to start
dialysis at predicted GFR <5 ml/min per 1.73 m2 (late initiation
of dialysis). Similarly, patients in the LR group were more likely to have a
hematocrit <28% and less likely to have received erythropoietin during the
pre-ESRD period compared to patients in the ER group.
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Association Between Late Referral to the Nephrologist and
Hypoalbuminemia at the Start of Dialysis
Hypoalbuminemia was present in 62% of the patients (80% of LR and 56% of
ER) at the start of dialysis. Univariate analysis revealed that the odds of
hypoalbuminemia at the start of dialysis was greater among the LR patients (OR
= 3.1; 95% CI, 1.2 to 8.2), African-Americans (OR = 2.5; 95% CI, 1.0 to 6.9),
patients with an IDS score of 3 (OR = 2.7; 95% CI, 0.7 to 10.7), patients with
diabetes as the etiology of ESRD (OR = 3.7; 95% CI, 1.7 to 8.4), and patients
with predicted GFR <5 ml/min per 1.73 m2 (OR = 3.2; 95% CI, 1.2
to 8.5). In a multivariate model adjusted for age, gender, race, cause of
ESRD, and IDS score, patients with LR continued to have a greater likelihood
of hypoalbuminemia (OR = 3.7; 95% CI, 1.3 to 10.9) at the start of dialysis.
Hypoalbuminemia was less frequent after 1994. However, the odds of
hypoalbuminemia were higher for LR patients in both time periods (OR 3.8
1994 and 5.2 after 1994). This difference was not statistically
significant.
Association Between Late Referral to the Nephrologist and Delayed
Initiation of Dialysis
The predicted GFR was <5 ml/min per 1.73 m2 at the initiation
of dialysis in 24% of patients (43% of LR, 18% of ER). Univariate analysis
revealed that predicted GFR <5 ml/min per 1.73 m2 at initiation
of dialysis was more likely among patients with LR (OR = 3.6; 95% CI, 1.6 to
13.7), and less likely with increasing age (OR = 0.96; 95% CI, 0.9 to 1.0) and
white race (OR = 0.2; 95% CI, 0.07 to 0.5). In a multivariate model adjusted
for age, gender, race, and cause of ESRD, patients with LR continued to have a
greater likelihood of starting dialysis at a predicted GFR <5 ml/min per
1.73 m2 (OR = 4.1; 95% CI, 1.4 to 11.5). Adding insurance to the
model did not change the result significantly. The odds of delayed initiation
of dialysis for LR were greater among those who began dialysis
1994 (OR =
8.4) compared to those who started dialysis after 1994 (OR = 3.2). This
difference was not statistically significant.
| Discussion |
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Among all patients beginning dialysis between 1992 and 1997, 32% had their first nephrology encounter less than 4 mo before initiation of dialysis. These results are similar to those recently reported by the United States Renal Data System (USRDS) Dialysis Morbidity and Mortality Study (DMMS) Wave 2 (1). In a representative national sample of patients who began dialysis in 1996, 31% were seen by a nephrologist for the first time less than 4 mo before start of dialysis. In contrast, among 585 patients who began dialysis at the University of Missouri Health Science Center between 1982 and 1987, 66% required dialysis within 4 mo of their first visit to the nephrologist (16). Among patients who began dialysis between 1990 and 1994 at an inner city dialysis unit in New York, 57% of patients had not received pre-ESRD care by a nephrologist (17). More importantly, among LR in our study (32%), 12% required dialysis following irreversible ARF and only 20% were LR due to causes other than irreversible ARF. Since irreversible ARF precludes ER to the nephrologist, the true prevalence of late referral was even lower (22%).
We found that the type of insurance was the only factor that was significantly associated with LR. Among patients who began dialysis at the New England Medical Center between 1992 and 1997, 10 of the 26 patients belonging to three different HMOs were referred late compared to 6 of 53 patients covered by Medicare. When adjusted for age, gender, race, and cause of ESRD, these HMO patients had a 4.5-fold greater likelihood of being referred late compared to patients covered by Medicare at our institution. Although the likelihood of LR was also higher among Medicaid (OR = 2.3) and uninsured patients (OR = 3.9) compared to the Medicare patients, this difference did not reach statistical significance. In contrast, the USRDS DMMS Wave 2 found that lack of insurance, but not coverage by HMO, was independently associated with LR (18). The association between LR and HMOs is disturbing. It is possible that in the era of managed care, pressure to contain cost influences primary care physicians' decision to refer patients to a nephrologist. However, because these results are from a single center in a state that has a substantial HMO penetration, this conclusion may not be generalizable and should be interpreted with caution. Other factors may be operative, and additional studies are needed to explore this issue.
Several investigators have reported that LR is associated with suboptimal pre-ESRD care, as manifested by advanced uremic complications and inadequate preparation for initiation of dialysis (9,12,19,20,21). We found that patients who were referred late were significantly more likely to have hypoalbuminemia and hypocalcemia, and less likely to have received erythropoietin and a permanent vascular access before the first hemodialysis. In addition, LR was associated with initiation of dialysis at lower levels of renal function, as documented by a higher serum creatinine and a higher proportion of patients with predicted GFR <5 ml/min per 1.73 m2.
Hypoalbuminemia at initiation of dialysis is a strong predictor of subsequent morbidity and mortality on dialysis. Indeed, in the USRDS Case Mix Severity Study of 3,399 patients who began dialysis in 1986-1987, compared to patients with serum albumin levels of 3.5 to 4.0 g/dl, the adjusted relative risk of death among patients with serum albumin of 3.0 to 3.5, 2.5 to 3.0, and <2.5 g/dl was 1.20, 1.66, and 2.16, respectively, for hemodialysis patients and 1.09, 1.79, and 1.92, respectively, for peritoneal dialysis patients (22,23). We observed that the overall prevalence of predialysis hypoalbuminemia (60%) was similar to that recently reported in a large sample of U.S. incident dialysis patients (24). However, the prevalence of hypoalbuminemia was considerably higher among LR compared to ER patients (86% versus 56%). In a multivariate analysis, after controlling for age, gender, race, cause of ESRD, and comorbidity, LR was associated with a 3.7-fold greater odds of hypoalbuminemia. The cause(s) for the strong association between hypoalbuminemia and LR are less clear. One possibility is that LR is associated with delayed initiation of dialysis, and delayed initiation of dialysis is associated with hypoalbuminemia. Indeed, as renal function declines, spontaneous dietary protein restriction occurs (25), along with multiple derangements in protein metabolism (26). Indeed, we found that patients with predicted GFR <5 ml/min per 1.73 m2 at the start of dialysis were more likely to have hypoalbuminemia. Alternatively, the high prevalence of hypoalbuminemia among LR may be due to the lack of supervision by a qualified dietitian among these patients or a colinearity between the factors that cause hypoalbuminemia and LR. The small sample size precluded an examination of these latter possibilities.
Among patients with CRF, severe anemia is associated with left ventricular hypertrophy (LVH), left ventricular dilation, and a high cardiac output (27). LVH is an important predictor of cardiac morbidity and mortality on dialysis (28,29). Cardiovascular disease and LVH develop before ESRD (30). Hence, correction of anemia with erythropoietin during the predialysis phase is of great importance. However, among patients starting dialysis in the United States between 1995 and 1997, 51% had hematocrit <28%, and only 20% of those with hematocrit <28% received erythropoietin before starting dialysis (24). LR of patients with CRF to the nephrologist could be one of the explanations for the underutilization of erythropoietin pre-ESRD. We observed that late referrals were more likely to have a hematocrit <28% (55% versus 33%), and less likely to have received pre-ESRD erythropoietin (17% versus 40%), compared to ER.
Optimal preparation for renal replacement therapy includes timely education and discussion of the different treatment modalities with the patient and family, timely placement of the dialysis access, and timely initiation of dialysis. We observed that the choice of initial dialysis modality was peritoneal dialysis in 18% of ER compared to only 7% of LR. These data tend to support the observations of previous investigators that late referral compromises the ability of the patient to make an informed choice of dialysis modality (reviewed in reference (7). Likewise, LR also precludes the timely placement of a permanent vascular access. Ideally, patients who select hemodialysis should have a permanent vascular access placed several months before initiation of dialysis (31). Lack of a permanent access is almost invariably associated with hospitalization for initiation of dialysis, placement of temporary catheters, a higher likelihood of receiving an arteriovenous graft as opposed to an arteriovenous fistula, and higher morbidity and cost (32). We found that only 37% of patients had a functioning permanent vascular access for their first dialysis. Furthermore, this proportion was considerably lower among LR (4%) compared with ER (40%). The overall prevalence of a functioning permanent vascular access is similar to that reported among 1,997 patients who began hemodialysis in 1993 in the United States. In this study, only 37% of patients had a functioning access at initiation of dialysis (33). Moreover, early referral was independently associated with a 79% higher likelihood of having a permanent vascular access at initiation of dialysis (33).
The timing of initiation of dialysis has recently been a subject of intense debate in the nephrology community (34,35). Proponents of early initiation cite evidence suggesting that initiation of dialysis at low levels of GFR adversely affect nutrition, volume and BP control, resulting in poor ESRD outcomes (7). Consequently, the Peritoneal Dialysis Adequacy Work Group of the National Kidney Foundation-Dialysis Outcomes Quality Initiative (NKF-DOQI) recommends that dialysis be initiated when the weekly renal Kt/V urea falls below 2.0, which approximates a GFR of 10.5 ml/min (36). Interestingly, as many as 24% of patients in this study began dialysis at predicted GFR <5 ml/min per 1.73 m2. This proportion was significantly higher among LR compared with ER (43% versus 17%). When adjusted for age, gender, cause of ESRD, and comorbidity, LR was independently associated with higher odds of late initiation of dialysis. Type of insurance did not affect the association between LR and delayed initiation of dialysis. These data confirm the suspicion that late referral to the nephrologist is an important cause of late initiation of dialysis.
We explored the possibility that practice patterns of patient care may have
changed during the course of this study. Indeed, the odds of LR among patients
covered by HMOs were greater in patients who began dialysis in 1994 compared
to
1994. Furthermore, the odds of hypoalbuminemia among LR were greater
among those who started dialysis after 1994. In contrast, the odds of delayed
initiation of dialysis among late referrals were lower after 1994. However,
due to the limited sample size, the significance of these differences could
not be established.
The results of this study substantiate the hypothesis that LR to the nephrologist is an important cause of suboptimal pre-ESRD care. However, pre-ESRD care among patients treated by a nephrologist for more than 4 mo before initiation of renal replacement therapy was also less than ideal. Even among ER, 56% had hypoalbuminemia, 33% had a hematocrit <28%, only 40% had received predialysis erythropoietin, only 40% had a functioning permanent vascular access for the first dialysis, and 17% started dialysis at a predicted GFR <5 ml/min per 1.73 m2. One possibility is that the 4-mo cutoff that we and others have used to define ER may be too liberal. Optimal pre-ESRD care would probably require referral to the nephrologist at an even earlier time point in the course of progressive renal disease. The National Institutes of Health (NIH) Consensus Conference of 1993 recommends that patients with chronic renal failure be referred to a renal team when the serum creatinine has increased to 1.5 mg/dl in women and 2.0 mg/dl in men (37). The median interval between the first encounter with the nephrologist and start of dialysis was 25 mo among patients in the early referral group. Consequently, an alternative interpretation of these data could be that pre-ESRD care of patients treated by nephrologists, too, is less than ideal. The patient-, physician-, and system-related factors behind this observation are currently unclear. Meanwhile, Pre-ESRD educational efforts should target the patients, generalists, and the nephrologists.
| Footnotes |
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| References |
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P. Roderick, C. Jones, N. Drey, S. Blakeley, P. Webster, J. Goddard, S. Garland, L. Bourton, J. Mason, and C. Tomson Late referral for end-stage renal disease: a region-wide survey in the south west of England Nephrol. Dial. Transplant., July 1, 2002; 17(7): 1252 - 1259. [Abstract] [Full Text] [PDF] |
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B. C. Astor, P. Muntner, A. Levin, J. A. Eustace, and J. Coresh Association of Kidney Function With Anemia: The Third National Health and Nutrition Examination Survey (1988-1994) Arch Intern Med, June 24, 2002; 162(12): 1401 - 1408. [Abstract] [Full Text] [PDF] |
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P. Roderick, C. Jones, C. Tomson, and J. Mason Late referral for dialysis: improving the management of chronic renal disease QJM, June 1, 2002; 95(6): 363 - 370. [Abstract] [Full Text] [PDF] |
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B. L. Kasiske, J. J. Snyder, A. J. Matas, M. D. Ellison, J. S. Gill, and A. T. Kausz Preemptive Kidney Transplantation: The Advantage and the Advantaged J. Am. Soc. Nephrol., May 1, 2002; 13(5): 1358 - 1364. [Abstract] [Full Text] [PDF] |
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P. Jungers Late referral: loss of chance for the patient, loss of money for society Nephrol. Dial. Transplant., March 1, 2002; 17(3): 371 - 375. [Full Text] [PDF] |
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S. J Davies Review: The epidemic of diabetic renal disease -- the practical challenges for renal replacement programmes The British Journal of Diabetes & Vascular Disease, March 1, 2002; 2(2): 86 - 89. [Abstract] [PDF] |
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J Stoves, C N Bartlett, and C G Newstead Specialist follow up of patients before end stage renal failure and its relationship to survival on dialysis Postgrad. Med. J., September 1, 2001; 77(911): 586 - 588. [Abstract] [Full Text] [PDF] |
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R. Vanholder Vascular access: care and monitoring of function Nephrol. Dial. Transplant., August 1, 2001; 16(8): 1542 - 1545. [Full Text] [PDF] |
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A. R. NISSENSON, A. J. COLLINS, J. HURLEY, H. PETERSEN, B. J. G. PEREIRA, and E. P. STEINBERG Opportunities for Improving the Care of Patients with Chronic Renal Insufficiency: Current Practice Patterns J. Am. Soc. Nephrol., August 1, 2001; 12(8): 1713 - 1720. [Abstract] [Full Text] [PDF] |
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P. Jungers, G. Choukroun, C. Robino, Z. A. Massy, P. Taupin, M. Labrunie, N.-K. Man, and P. Landais Epidemiology of end-stage renal disease in the Ile-de-France area: a prospective study in 1998 Nephrol. Dial. Transplant., December 1, 2000; 15(12): 2000 - 2006. [Abstract] [Full Text] [PDF] |
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P. P. GARG, S. L. FURTH, B. A. FIVUSH, and N. R. POWE Impact of Gender on Access to the Renal Transplant Waiting List for Pediatric and Adult Patients J. Am. Soc. Nephrol., May 1, 2000; 11(5): 958 - 964. [Abstract] [Full Text] |
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P. ARORA, A. T. KAUSZ, G. T. OBRADOR, R. RUTHAZER, S. KHAN, C. S. JENULESON, K. B. MEYER, and B. J. G. PEREIRA Hospital Utilization among Chronic Dialysis Patients J. Am. Soc. Nephrol., April 1, 2000; 11(4): 740 - 746. [Abstract] [Full Text] [PDF] |
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J. A. Diaz-Buxo Early referral and selection of peritoneal dialysis as a treatment modality Nephrol. Dial. Transplant., February 1, 2000; 15(2): 147 - 149. [Full Text] [PDF] |
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