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Biomedical subjects

S D Sullivan

Publications and source records attributed to S D Sullivan.

At least 37 records · Page 2Linked to original sources

Clinical and economic effects of pulmonary artery catheterization in nonemergent coronary artery bypass graft surgery.

OBJECTIVE: To examine the association between use of pulmonary artery catheterization with hospital outcomes and costs in nonemergent coronary artery bypass graft (CABG) surgery. DESIGN: Retrospective cohort study. SETTING: Fifty-six community-based hospitals in 26 states. PARTICIPANTS: A total of 13,907 patients undergoing nonemergent CABG surgery between January 1, 1997, and December 31, 1997. MEASUREMENTS AND MAIN RESULTS: Discharge abstracts for each patient were examined. Stratified and multivariate analyses were used to assess the impact of pulmonary artery catheters (PACs) on in-hospital mortality, length of stay in the intensive care unit, total length of stay, and hospital costs. Outcomes were adjusted for patient demographic factors, hospital characteristics, and hospital volume of PAC use in the year of analysis. Fifty-eight percent of the patients received a PAC. After adjustment, the relative risk of in-hospital mortality was 2.10 for the PAC group compared with the patients who did not receive a PAC (95% confidence interval [CI], 1.40 to 3.14; p < 0.001). The mortality risk was significantly higher in hospitals with the lowest third of PAC use (odds ratio, 3.35; 95% CI, 1.74 to 6.47; p < 0.001) and not significantly increased in the highest two thirds of users (odds ratio, 1.62; 95% CI, 0.99 to 2.66; p = 0.09). Days spent in critical care were similar; however, total length of hospital stay was 0.26 days longer in the PAC group (p < 0.001). Hospital costs were $1,402 higher in the PAC group. CONCLUSION: In the setting of nonemergent CABG surgery, pulmonary artery catheterization was associated with an increased risk of in-hospital mortality, greater length of stay, and higher total costs, particularly in hospitals with low volume of PAC use.

Adult↗

Trends in the cost of illness for asthma in the United States, 1985-1994.

BACKGROUND: During the past decade, there have been notable changes in asthma prevalence, morbidity, and mortality. In this same time period, there have also been important national efforts to increase asthma awareness and improve asthma care. OBJECTIVE: The purpose of this study was to examine the changes in US cost of illness for asthma during the 10-year period from 1985-1994. METHODS: The study was a two-period (1985 and 1994), cross-sectional, cost-of-illness analysis. Cost estimates were based on US population and health care survey data available from the National Center for Health Statistics. RESULTS: The total US costs of asthma for 1994 were $10.7 billion. On the basis of 1985 estimates adjusted to 1994 dollars, total asthma costs increased by 54.1% and direct medical expenditures increased by 20.4% during the 10-year period. In 1985, hospital inpatient care represented the largest component cost of direct medical expenditures (44.6%). Hospital inpatient costs decreased to 29.5% of direct medical expenditures in 1994, primarily because of shorter lengths of stay, as opposed to a decrease in the total number of admissions. In 1994, medications represented the largest component cost of direct medical expenditures (40.1%, up from 30.0% in 1985). The largest component increase in indirect costs was due to loss of work. On the basis of adjusted dollars, estimated costs per affected person with asthma declined by 3.4% (decrease of 15.5% for children and an increase of 2.9% for persons 18 years and older) during this time period. CONCLUSION: Although the US costs of asthma increased during the 1985-1994 time period, estimated costs per person with asthma demonstrated a modest decline. These findings may represent a combination of reductions in hospital lengths of stay and increasing prevalence of persons with low consumption of asthma-related health care resources. In examining the component costs, it is unclear whether these changes can be attributed to the many local, regional, and national efforts aimed at controlling untoward asthma outcomes during the 1985-1994 time period.

Adolescent↗

The economic burden of COPD.

COPD is one of the leading causes of morbidity and mortality worldwide and imparts a substantial economic burden on individuals and society. Despite the intense interest in COPD among clinicians and researchers, there is a paucity of data on health-care utilization, costs, and social burden in this population. The total economic costs of COPD morbidity and mortality in the United States were estimated at $23.9 billion in 1993. Direct treatments for COPD-related illness accounted for $14.7 billion, and the remaining $9.2 billion were indirect morbidity and premature mortality estimated as lost future earnings. Similar data from another US study suggest that 10% of persons with COPD account for > 70% of all medical care costs. International studies of trends in COPD-related hospitalization indicate that although the average length of stay has decreased since 1972, admissions per 1,000 persons per year for COPD have increased in all age groups > 45 years of age. These trends reflect population aging, smoking patterns, institutional factors, and treatment practices.

Adult↗

Optimizing quality of care and cost effectiveness in treating allergic rhinitis in a managed care setting.

Allergic rhinitis is a common condition in managed care populations. The direct medical cost of rhinitis exceeded $3 billion in 1996, and an additional cost of $4 billion resulted from the exacerbation of other concomitant conditions, such as asthma or otitis media. Costs continued to increase in 1999; sales of prescription antihistamines and nasal steroids exceeded $3 billion and $1 billion, respectively. The indirect costs of allergic rhinitis include lost work productivity, reduced performance and learning, and increased workplace and traffic accidents. Rhinitis treatments include allergen avoidance, over-the-counter (OTC) sedating antihistamines, nonsedating antihistamines, nasal steroids, and immunotherapy. Allergen avoidance strategies for patients with asthma and rhinitis are ineffective or are of very limited benefit. Allergists criticize the use of OTC sedating antihistamines, which are associated with reduced learning and performance even when sedation does not occur. Evidence-based literature reviews of clinical trials have shown that nasal steroids are more effective than nonsedating antihistamines in the treatment of rhinitis. The most commonly prescribed nasal steroid, fluticasone, has been shown to be effective in treating rhinitis and in improving patients' quality of life. It is also more cost effective than the most commonly prescribed antihistamine, loratadine. Clinical trials have indicated that immunotherapy is expensive and of limited benefit. As these evidence-based findings are used to develop managed care treatment guidelines, nasal steroids are likely to be recommended as the first-line treatment for rhinitis, which should result in lower treatment costs and improved outcomes for patients with rhinitis.

Cost of Illness↗

The medical cost of undiagnosed sleep apnea.

Obstructive sleep apnea is an under-diagnosed, but common disorder with serious adverse consequences. Cost data from the year prior to the diagnosis of sleep-disordered breathing in a consecutive series of 238 cases were used to estimate the potential medical cost of undiagnosed sleep apnea and to determine the relationship between the severity of sleep-disordered breathing and the magnitude of medical costs. Among cases, mean annual medical cost prior to diagnosis was $2720 versus $1384 for age and gender matched controls (p<0.01). Regression analysis showed that the reciprocal of the apnea hypopnea index among cases was significantly related to log-transformed annual medical costs after adjusting for age, gender, and body mass index (p<0.05). We conclude that patients with undiagnosed sleep apnea had considerably higher medical costs than age and sex matched individuals and that the severity of sleep-disordered breathing was associated with the magnitude of medical costs. Using available data on the prevalence of undiagnosed moderate to severe sleep apnea in middle-aged adults, we estimate that untreated sleep apnea may cause $3.4 billion in additional medical costs in the U.S. Whether medical cost savings occur with treatment of sleep apnea remains to be determined.

Adult↗

Cost-effectiveness of antiseptic-impregnated central venous catheters for the prevention of catheter-related bloodstream infection.

CONTEXT: A recent randomized controlled trial and meta-analysis indicated that central venous catheters impregnated with an antiseptic combination of chlorhexidine and silver sulfadiazine are efficacious in reducing the incidence of catheter-related bloodstream infection (CR-BSI); however, the ultimate clinical and economic consequences of their use have not been formally evaluated. OBJECTIVE: To estimate the incremental clinical and economic outcomes associated with the use of antiseptic-impregnated vs standard catheters. DESIGN: Decision analytic model using data from randomized controlled trials, meta-analyses, and case-control studies, as well as safety data from the US Food and Drug Administration. SETTING AND PATIENTS: A hypothetical cohort of hospitalized patients at high risk for catheter-related infections (eg, patients in intensive care units, immunosuppressed patients, and patients receiving total parenteral nutrition) requiring use of a central venous catheter. INTERVENTION: Short-term use (2-10 days) of chlorhexidine-silver sulfadiazine-impregnated multilumen central venous catheters and nonimpregnated catheters. MAIN OUTCOME MEASURES: Expected incidence of CR-BSI and death attributable to antiseptic-impregnated and standard catheter use; direct medical costs for both types of catheters. RESULTS: In the base-case analysis, use of antiseptic-impregnated catheters resulted in a decrease in the incidence of CR-BSI of 2.2% (5.2% for standard vs 3.0% for antiseptic-impregnated catheters), a decrease in the incidence of death of 0.33% (0.78% for standard vs 0.45% for antiseptic-impregnated), and a decrease in costs of $196 per catheter used ($532 for standard vs $336 for antiseptic-impregnated). The decrease in CR-BSI ranged from 1.2% to 3.4%, the decrease in death ranged from 0.09% to 0.78%, and the costs saved ranged from $68 to $391 in a multivariate sensitivity analysis. CONCLUSION: Our analyses suggest that use of chlorhexidine-silver sulfadiazine-impregnated central venous catheters in patients at high risk for catheter-related infections reduces the incidence of CR-BSI and death and provides significant saving in costs. Use of these catheters should be considered as part of a comprehensive nosocomial infection control program.

Anti-Infective Agents, Local↗

Efficacy of antiseptic-impregnated central venous catheters in preventing catheter-related bloodstream infection: a meta-analysis.

CONTEXT: Central venous catheters impregnated with chlorhexidine and silver sulfadiazine have recently been introduced for the prevention of catheter-related infections. However, there remains some uncertainty regarding the efficacy of these catheters because of conflicting reports in the literature. OBJECTIVE: To evaluate the efficacy of chlorhexidine-silver sulfadiazine-impregnated central venous catheters in the prevention of catheter-related bloodstream infection. DATA SOURCES: Studies identified from a computerized search of the MEDLINE database from January 1966 to January 1998, reference lists of identified articles, and queries of principal investigators and the catheter manufacturer. STUDY SELECTION: Randomized trials comparing chlorhexidine-silver sulfadiazine-impregnated central venous catheters with nonimpregnated catheters were included. The outcomes assessed were catheter colonization and catheter-related bloodstream infection confirmed by catheter culture. DATA EXTRACTION: Twelve studies met the inclusion criteria for catheter colonization and included a total of 2611 catheters. Eleven studies with a total of 2603 catheters met the inclusion criteria for catheter-related bloodstream infection. Most patients in these studies were from groups considered to be at high risk for catheter-related infections. Summary statistics were calculated using Mantel-Haenszel methods under a fixed-effects model. DATA SYNTHESIS: The summary odds ratio for catheter colonization was 0.44 (95% confidence interval [CI], 0.36-0.54; P<.001), indicating a significant decrease in catheter colonization associated with impregnated catheters. The studies examining the outcome of primary interest, catheter-related bloodstream infection, had a summary odds ratio of 0.56 (95% CI, 0.37-0.84; P = .005). CONCLUSIONS: Central venous catheters impregnated with a combination of chlorhexidine and silver sulfadiazine appear to be effective in reducing the incidence of both catheter colonization and catheter-related bloodstream infection in patients at high risk for catheter-related infections.

Anti-Infective Agents, Local↗

The economic burden of asthma in US children: estimates from the National Medical Expenditure Survey.

BACKGROUND: Asthma is the leading chronic illness of childhood, is responsible for substantial pediatric morbidity, and has a significant impact on use of health resources. OBJECTIVE: Our purpose was to assess the per capita impact of pediatric asthma on medical care utilization and total expenditures. METHODS: A population-based national probability survey, the National Medical Expenditure Survey, was conducted in 1987 to determine the use and cost of health care services in the United States. We analyzed the responses for all children aged 1 to 17 years with (n = 667) and without (n = 6911) asthma. Children with asthma were identified with use of a population-based screening question. Frequency and cost of medications, ambulatory visits, emergency department care, and hospitalizations for all reasons, including asthma, were assessed. RESULTS: The period prevalence of childhood asthma in 1987 was 8.8% and the treated prevalence (any asthma medications) was 4.0%. Forty-one percent of families with asthmatic children were classified as having no primary insurance. Children with asthma used substantially more services in all categories of care: 3.1 times as many prescriptions, 1.9 times as many ambulatory provider visits, 2. 2 times as many emergency department visits, and 3.5 times as many hospitalizations. Only 10.7% of children with asthma were defined as chronic users of medications. Children with asthma incurred an average of $1129 (SD $5310) per child per year in total health care expenditures compared with $468 (SD $2960) for children without asthma, a 2.8-fold difference. CONCLUSION: Asthma has considerable impact on the use and costs of medical care services among US children. Data from the 1987 National Medical Expenditure Survey provide a useful baseline against which more recent, postguideline data should be compared.

Adolescent↗

On the use of survival analysis techniques to estimate medical care costs.

Measurement of treatment costs is important in the evaluation of medical interventions. Accurate cost estimation is problematic, when cost records are incomplete. Methods from the survival analysis literature have been proposed for estimating costs using available data. In this article, we clarify assumptions necessary for validity of these techniques. We demonstrate how assumptions needed for valid survival analysis may be violated when these methods are applied to cost estimation. Our observations are confirmed through simulations and empirical data analysis. We conclude that survival analysis approaches are not generally appropriate for the analysis of medical costs and review several valid alternatives.

Costs and Cost Analysis↗

Incidence and long-term cost of steroid-related side effects after renal transplantation.

Corticosteroids are an essential component of most immunosuppressive regimens currently used in renal transplantation because of their efficacy in reducing acute rejection and improving graft survival. Steroids, however, are associated with numerous side effects that lead to increased patient morbidity and mortality. The incidence and economic cost of steroid-related side effects have not been quantitatively assessed. Thus, based on a systematic review of the published literature, we estimated the incidence of steroid-related hypertension (15%), posttransplantation diabetes mellitus (10%), peripheral fractures (2% per year), avascular necrosis of the hip (8%), and cataracts (22%). In addition, we estimated that approximately 5% of patients who have cataracts or avascular necrosis of the hip require surgery. We used these literature-based estimates in a model to project the costs of treating side effects over a 10-year posttransplantation time frame for a 50-patient cohort that represented an average-sized renal transplant center. Steroid-induced hypertension and its complications were the most expensive side effect ($93,900), followed closely by posttransplantation diabetes ($89,700) and avascular necrosis of the hip ($61,700). Cataracts and peripheral bone fractures were less costly ($16,300 and $4,300, respectively). The cumulative projected 10-year cost of all side effects for the 50-patient cohort was $265, 900, or $5,300 per transplant patient. Steroid-related side effects add to the long-term cost of medical care of renal transplant recipients. These costs provide a rationale for further investigation of steroid-sparing immunosuppression protocols.

Adrenal Cortex Hormones↗

The use of meta-analysis in cost-effectiveness analysis. Issues and recommendations.

Meta-analysis is used to statistically pool the results from individual studies, usually randomised trials, to obtain an estimate of the summary effect size across studies. The summary measure from a meta-analysis is often used to derive the probability of treatment success in a cost-effectiveness analysis. Recently, LeLorier and colleagues questioned the ability of meta-analysis to accurately predict the results of a subsequent large-scale trial, implying that the use of a summary measure from a meta-analysis may be inappropriate in an economic evaluation. We comment on this potential shortcoming by first providing an outline of the use of meta-analysis results in a cost-effectiveness analysis. Then, using examples of discrepancies between meta-analyses and subsequent large trials noted by LeLorier and colleagues, we examine the potential impact of using the results from a small trial versus a meta-analysis. We found that the meta-analyses were comparable to or better than small trials at predicting the results of subsequent large trials. We, therefore, argue that a meta-analysis of homogeneous studies can provide a reasonable estimate of the treatment effect for use in a cost-effectiveness analysis when no large, definitive clinical trial has been performed. However, care must be taken not to over-interpret the precision of the estimate, since both the homogeneity and quality of the primary studies need to be considered. We conclude by providing guidance on the appropriate use of summary measures derived from meta-analyses for cost-effectiveness studies.

Cost-Benefit Analysis↗

Incorporating clinical outcomes and economic consequences into drug formulary decisions: a practical approach.

BACKGROUND: In 1994, Regence BlueShield (Regence), a large non-staff model health plan, adopted guidelines governing the review of new and existing drug products. However, certain limitations were apparent: adequate data were not available in a timely fashion; unpublished studies and information on unapproved indications were difficult to obtain; data addressing humanistic and economic outcomes were not routinely supplied by manufacturers; and the time required by Regence staff clinical pharmacists to assemble and summarize published clinical studies for the pharmacy and therapeutics (P&T) committee was excessive. OBJECTIVE: To describe the process used by Regence to collect and review clinical, economic, and other health outcomes data as part of the plan's drug formulary adoption process. PROCESS DESCRIPTION: To address these limitations, Regence revised its process to require pharmaceutical manufacturers to submit a detailed dossier with clinical and economic data from published and unpublished studies, along with a disease-based economic model projecting the potential impact that introducing the product would have on health outcomes and economic consequences occurring across the entire Regence system. After performing independent literature reviews to ensure the accuracy and comprehensiveness of the information obtained, clinical pharmacists at Regence complete a detailed summary of each drug for the P&T committee. CONCLUSION: The new process has addressed the limitations of the previous system and, by improving the timeliness and relevance of available information, it supports Regence's goal of maintaining an evidence-based formulary.

Blue Cross Blue Shield Insurance Plans↗

The efficacy of silver alloy-coated urinary catheters in preventing urinary tract infection: a meta-analysis.

PURPOSE: Indwelling urinary catheters are implicated in most cases of nosocomial urinary tract infection. Silver-coating of catheters may reduce the risk of these infections; however, trials have provided mixed results. We performed a meta-analysis to estimate the effectiveness of silver-coated urinary catheters. SUBJECTS AND METHODS: Published or unpublished articles were sought using MEDLINE, reference review, and correspondence with original authors, catheter manufacturers, and experts. Trials using silver-coated urinary catheters in the treatment group and uncoated urinary catheters in the control group were included. Bacteriuria, as evaluated by urine culture, was the outcome variable used to indicate urinary tract infection. Summary odds ratios (OR) and 95% confidence intervals (CI) were calculated using Mantel-Haenszel methods with a fixed-effects model. RESULTS: Of 117 reports retrieved, eight trials with a total of 2,355 patients satisfied inclusion criteria. The summary OR for urinary tract infection was 0.59 (95% CI, 0.42 to 0.84) indicating a significant benefit in the patients receiving silver-coated catheters. A test of heterogeneity, however, indicated that the odds ratios varied significantly among studies. Silver alloy catheters (OR = 0.24; 95% CI, 0.11 to 0.52) were significantly more protective against bacteriuria than silver oxide catheters (OR = 0.79; 95% CI, 0.56 to 1.10). CONCLUSIONS: This meta-analysis clarifies discrepant results among trials of silver-coated urinary catheters by revealing that silver alloy catheters are significantly more effective in preventing urinary tract infections than are silver oxide catheters. Though silver alloy urinary catheters cost about $6 more than standard urinary catheters, they may be worth the extra cost since catheter-related infection is a common cause of nosocomial infection and bacteremia.

Alloys↗

On estimating costs for economic evaluation in failure time studies.

Only recently have attempts been made to adjust for the bias censoring can impart on economic estimates based on data obtained during a clinical trial. This article reviews a suggested approach that adopts techniques developed for adjusting for the effect of censoring on estimation of failure time. The authors show that this approach does not provide unbiased estimation and explain the reason why this is the case.

Bias↗

Beyond survival: economic analyses of chemotherapy in advanced, inoperable NSCLC.

Research shows that chemotherapy for inoperable non-small-cell lung cancer (NSCLC) improves survival. The economic implications of this treatment choice may be substantial. This paper reviews studies examining the cost-effectiveness of chemotherapy in this setting. MEDLINE, PDQ, Cancerlit, EMBASE, and the Nursing & Allied Health databases were searched using the terms cost, cost-effectiveness, chemotherapy, and non-small-cell lung cancer. The search identified 17 studies. Most of these studies utilized data from various sources to model the impact and cost of chemotherapy. The remaining studies were concurrent or retrospective analyses of individual clinical trials. Findings suggest that chemotherapy for stages IIIb and IV non-small-cell lung cancer can be cost-effective and, in some cases, may actually be less expensive than supportive care alone. Economic analyses also indicate that allocating resources for chemotherapy in this setting can be justified relative to many treatment expenditures for other types of cancer and other disease. Application of these findings may be hindered by the wide variety of techniques used and by several methodologic issues, including the failure to address patients' treatment preferences. Yet, economic analyses of inoperable non-small-cell lung cancer can provide important information to complement survival and quality-of-life data in resource allocation decisions.

Antineoplastic Agents↗

Willingness to pay for antihypertensive care: evidence from a staff-model HMO.

Willingness to pay (WTP) has been used in Sweden to evaluate the value of antihypertensive therapy. The Swedish studies indicate that hypertensive patients are willing to pay between $107 and $120 per month for their therapy. We conducted a similar study in a population of hypertensive patients in a large, staff-model, managed care organization (Group Health Cooperative of Puget Sound). Participants returned a postal survey containing a WTP question with 10 "bids" ranging from $25 to $250. Respondents recorded whether they would accept or reject each bid at the stated dollar value. Demographic information such as age, income, and perceived health status was also collected. Results were analyzed with ordinary least squares regression, controlling for the demographic data. The estimated parameters were significant and indicated an adjusted mean WTP of $93 per month for antihypertensive therapy. The close similarity of the Swedish and U.S. results appears to support the use of WTP as a measure of health state preferences.

Age Factors↗

Cost comparison of recombinant human erythropoietin and blood transfusion in cancer chemotherapy-induced anemia.

OBJECTIVE: To compare the cost of recombinant human erythropoietin (rHuEPO) with that of blood transfusion in the treatment of chemotherapy-induced anemia from a healthcare system perspective. DESIGN: A decision analytic model. Baseline estimates were obtained from a review of clinical trials data and economic evaluation studies. SUBJECTS: Secondary data analyses of patients with advanced malignancies, excluding hematologic malignancies and metastasized solid tumors. INTERVENTIONS: Patients received either leukocyte-depleted packed red blood cells (PRBCs) or rHuEPO 150 units/kg s.c. three times per week for 6 months (24 wk). After 6 weeks, if rHuEPO recipients did not display a response, they received rHuEPO 300 units/kg s.c. three times weekly for the duration of therapy. If rHuEPO recipients still exhibited no response, they were given blood transfusions. MEASUREMENTS AND MAIN RESULTS: For a treatment period of 24 weeks, approximately 64% of rHuEPO recipients responded at an average expected cost of $12971 per patient. One hundred percent of transfusion recipients responded at a cost of $481; this resulted in a cost savings of $8490. Variation of response rates for rHuEPO or PRBCs did not appreciably lower costs. Lower rHuEPO dosages and higher numbers of transfused units of PRBCs yielded approximately equivalent costs; however, these strategies may not be clinically prudent. CONCLUSIONS: From a healthcare system cost and outcome perspective, blood transfusion is the preferred strategy for chemotherapy-induced anemia. However, rHuEPO may be considered an effective blood-sparing alternative for patients with non-stem cell disorders. Future cost-effectiveness analyses are needed to assess more completely both the clinical and quality-of-life benefits rHuEPO may contribute to individual patients' lives and to society overall.

Anemia↗

The cost effectiveness of mycophenolate mofetil in the first year after primary cadaveric transplant. U.S. Renal Transplant Mycophenolate Mofetil Study Group.

Mycophenolate mofetil (MMF) has been shown to reduce the incidence of acute graft rejection in three controlled trials of cadaveric renal transplantation. In a U.S. trial using quadruple sequential induction therapy as control, the MMF 2-g treatment group had an acute rejection rate 40.6% lower than control in the first posttransplant year (27.9% MMF-treated versus 47.0% control). The purpose of this analysis is to evaluate the economic implications of these clinical differences. The analysis relies on resource use data from the trial and other sources. Medical costs were estimated using a societal perspective and excluded the cost of the transplant procedure and organ acquisition. The two groups were compared in terms of treatment for acute rejection and opportunistic infection, graft survival, dialysis use, and maintenance immunosuppression. The results suggest that, on average, when compared with standard therapy, patients treated with MMF are likely to have lower rejection-related treatment costs because of a lower incidence of rejection ($6237 versus $3702), lower dialysis and graft failure costs because of improved graft survival ($20,104 versus $16,972), no difference in opportunistic infection treatment costs ($1962 versus $1962), and higher additional immunosuppression costs ($855 versus $5170). Taken together, these results suggest that patients treated with MMF are, on average, likely to have slightly lower first-year costs ($29,158 versus $27,807) compared with control, indicating that MMF treatment is cost-effective in the first year. These results remained stable under sensitivity analyses, with plausible variation in the rates of acute rejection, graft survival, and infection.

Acute Disease↗