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1.
Am J Transplant ; 24(6): 983-992, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38346499

ABSTRACT

Some United States organ procurement organizations transfer deceased organ donors to donor care units (DCUs) for recovery procedures. We used Organ Procurement and Transplantation Network data, from April 2017 to June 2021, to describe the proximity of adult deceased donors after brain death to DCUs and understand the impact of donor service area (DSA) boundaries on transfer efficiency. Among 19 109 donors (56.1% of the cohort) in 25 DSAs with DCUs, a majority (14 593 [76.4%]) were in hospitals within a 2-hour drive. In areas with DCUs detectable in the study data set, a minority of donors (3582 of 11 532 [31.1%]) were transferred to a DCU; transfer rates varied between DSAs (median, 27.7%, range, 4.0%-96.5%). Median hospital-to-DCU driving times were not meaningfully shorter among transferred donors (50 vs 51 minutes for not transferred, P < .001). When DSA boundaries were ignored, 3241 cohort donors (9.5%) without current DCU access were managed in hospitals within 2 hours of a DCU and thus potentially eligible for transfer. In summary, approximately half of United States deceased donors after brain death are managed in hospitals in DSAs with a DCU. Transfer of donors between DSAs may increase DCU utilization and improve system efficiency.


Subject(s)
Organ Transplantation , Tissue Donors , Tissue and Organ Procurement , Humans , Tissue Donors/supply & distribution , Tissue and Organ Procurement/statistics & numerical data , Tissue and Organ Procurement/organization & administration , United States , Organ Transplantation/statistics & numerical data , Brain Death , Adult , Patient Transfer , Female , Male , Middle Aged
3.
Transplant Direct ; 9(12): e1554, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37928484

ABSTRACT

Background: Therapeutic donors (TDs) are individuals who undergo organ removal for medical treatment with no replacement organ, and the organ is then transplanted into another person. Transplant centers in the United States have started using TDs for kidney transplantation (KT). TD-KT recipient outcomes may be inferior to those of non-TD-living-donor (non-TD-LD)-KT or deceased-donor (DD)-KT because of the conditions that led to nephrectomy; however, these outcomes have not been sufficiently evaluated. Methods: This was a retrospective cohort study using Organ Procurement and Transplantation Network data. Via optimal matching methods, we created 1:4 fivesomes with highly similar characteristics for TD-KT and non-TD-LD-KT recipients and then separately for TD-KT and DD-KT recipients. We compared a 6-mo estimated glomerular filtration rate (eGFR) between groups (primary endpoint) and a composite of death, graft loss, or eGFR <30 mL/min/1.73 m2 at 6 mo (secondary). Results: We identified 36 TD-KT recipients with 6-mo eGFR. There was also 1 death and 2 graft losses within 6 mo. Mean ± SD 6-mo eGFR was not significantly different between TD-KT, non-TD-LD-KT, and DD-KT recipients (59.9 ± 20.7, 63.3 ± 17.9, and 59.9 ± 23.0 mL/min/1.73 m2, respectively; P > 0.05). However, the 6-mo composite outcome occurred more frequently with TD-KT than with non-TD-LD-KT and DD-KT (18%, 2% [P < 0.001], and 8% [P = 0.053], respectively). Conclusions: Early graft function was no different between well-matched groups, but TD-KT demonstrated a higher risk of otherwise poor 6-mo outcomes compared with non-TD-LD-KT and DD-KT. Our results support selective utilization of TD kidneys; however, additional studies are needed with more detailed TD kidney information to understand how to best utilize these kidneys.

4.
Prog Transplant ; 33(4): 283-292, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37941335

ABSTRACT

Introduction: Organ recovery facilities address the logistical challenges of hospital-based deceased organ donor management. While more organs are transplanted from donors in facilities, differences in donor management and donation processes are not fully characterized. Research Question: Does deceased donor management and organ transport distance differ between organ procurement organization (OPO)-based recovery facilities versus hospitals? Design: Retrospective analysis of Organ Procurement and Transplant Network data, including adults after brain death in 10 procurement regions (April 2017-June 2021). The primary outcomes were ischemic times of transplanted hearts, kidneys, livers, and lungs. Secondary outcomes included transport distances (between the facility or hospital and the transplant program) for each transplanted organ. Results: Among 5010 deceased donors, 51.7% underwent recovery in an OPO-based recovery facility. After adjustment for recipient and system factors, mean differences in ischemic times of any transplanted organ were not significantly different between donors in facilities and hospitals. Transplanted hearts recovered from donors in facilities were transported further than hearts from hospital donors (median 255 mi [IQR 27, 475] versus 174 [IQR 42, 365], P = .002); transport distances for livers and kidneys were significantly shorter (P < .001 for both). Conclusion: Organ recovery procedures performed in OPO-based recovery facilities were not associated with differences in ischemic times in transplanted organs from organs recovered in hospitals, but differences in organ transport distances exist. Further work is needed to determine whether other observed differences in donor management and organ distribution meaningfully impact donation and transplantation outcomes.


Subject(s)
Organ Transplantation , Tissue and Organ Procurement , Adult , Humans , Retrospective Studies , Tissue Donors , Hospitals
5.
Clin J Am Soc Nephrol ; 18(11): 1466-1475, 2023 11 01.
Article in English | MEDLINE | ID: mdl-37574663

ABSTRACT

BACKGROUND: Acceptable post-transplant outcomes were reported in kidney transplant recipients from donors with coronavirus disease 2019 (COVID-19); however, there are no comparative studies with well-matched controls. METHODS: This multicenter, prospective observational study, which included three transplant centers in the United States, enrolled 61 kidney recipients from severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-infected deceased donors. Using optimal matching methods, we matched every recipient to three comparators receiving kidneys from SARS-CoV-2-negative deceased donors with otherwise highly similar characteristics in the same transplant centers to compare 6-month eGFR. RESULTS: Among recipients of SARS-CoV-2-infected donor kidneys, one recipient died with a functional graft within 6 months. Mean 6-month eGFR was not significantly different between SARS-CoV-2-infected and noninfected donor groups (55±21 and 57±25 ml/min per 1.73 m 2 , respectively; P = 0.61). Six-month eGFR in recipients from SARS-CoV-2-infected donors who died of reasons other than COVID-19 was not significantly different from those from SARS-CoV-2-negative donors (58±22 and 56±25 ml/min per 1.73 m 2 , respectively; P = 0.51). However, recipients from donors who died of COVID-19 had significantly lower 6-month eGFR than those from SARS-CoV-2-negative donors (46±17 and 58±27 ml/min per 1.73 m 2 , respectively; P = 0.03). No donor-to-recipient SARS-CoV-2 transmission was observed. CONCLUSIONS: Six-month eGFR was not significantly different between recipients of kidneys from SARS-CoV-2-infected and noninfected donors. However, those receiving kidneys from donors who died of COVID-19 had significantly lower 6-month eGFR. Donor-to-recipient SARS-CoV-2 transmission was not observed.


Subject(s)
COVID-19 , Kidney Transplantation , Humans , Death , Graft Survival , Kidney Transplantation/adverse effects , Kidney Transplantation/methods , SARS-CoV-2 , Tissue Donors , Transplant Recipients , United States/epidemiology , Prospective Studies
9.
Ann Surg ; 276(6): e982-e990, 2022 12 01.
Article in English | MEDLINE | ID: mdl-33196484

ABSTRACT

OBJECTIVE: The aim of this study was to determine graft function and survival for kidney transplants from deceased donors with acute kidney injury (AKI) that persists at the time of organ procurement. BACKGROUND: Kidneys from donors with AKI are often discarded and may provide an opportunity to selectively expand the donor pool. METHODS: Using Organ Procurement and Transplantation Network and DonorNet data, we studied adult kidney-only recipients between May 1, 2007 and December 31, 2016. DonorNet was used to characterize longitudinal creatinine trends and urine output. Donor AKI was defined using KDIGO guidelines and terminal creatinine ≥1.5 mg/dL. We compared outcomes between AKI kidneys versus "ideal comparator" kidneys from donors with no or resolved AKI stage 1 plus terminal creatinine <1.5mg/dL. We fit proportional hazards models and hierarchical linear regression models for the primary outcomes of all-cause graft failure (ACGF) and 12-month estimated glomerular filtration rate (eGFR), respectively. RESULTS: We identified 7660 donors with persistent AKI (33.2% with AKI stage 3) from whom ≥1 kidney was transplanted. Observed rates of ACGF within 3 years were similar between recipient groups (15.5% in AKI vs 15.1% ideal comparator allografts, P = 0.2). After risk adjustment, ACGF was slightly higher among recipients of AKI kidneys (adjusted hazard ratio 1.05, 95% confidence interval: 1.01-1.09). The mean 12-month eGFR for AKI kidney recipients was lower, but differences were not clinically important (56.6 vs 57.5 mL/min/1.73m 2 for ideal comparator kidneys; P < 0.001). There were 2888 kidneys discarded from donors with AKI, age ≤65 years, without hypertension or diabetes, and terminal creatinine ≤4 mg/dL. CONCLUSION: Kidney allografts from donors with persistent AKI are often discarded, yet those that were transplanted did not have clinically meaningful differences in graft survival and function.


Subject(s)
Acute Kidney Injury , Kidney Transplantation , Adult , Humans , Aged , Creatinine , Cohort Studies , Tissue Donors , Acute Kidney Injury/epidemiology , Acute Kidney Injury/etiology , Graft Survival , Kidney , Information Storage and Retrieval , Retrospective Studies
10.
Am J Transplant ; 22(2): 599-609, 2022 02.
Article in English | MEDLINE | ID: mdl-34613666

ABSTRACT

Kidney transplantation (KT) from deceased donors with hepatitis C virus (HCV) into HCV-negative recipients has become more common. However, the risk of complications such as BK polyomavirus (BKPyV) remains unknown. We assembled a retrospective cohort at four centers. We matched recipients of HCV-viremic kidneys to highly similar recipients of HCV-aviremic kidneys on established risk factors for BKPyV. To limit bias, matches were within the same center. The primary outcome was BKPyV viremia ≥1000 copies/ml or biopsy-proven BKPyV nephropathy; a secondary outcome was BKPyV viremia ≥10 000 copies/ml or nephropathy. Outcomes were analyzed using weighted and stratified Cox regression. The median days to peak BKPyV viremia level was 119 (IQR 87-182). HCV-viremic KT was not associated with increased risk of the primary BKPyV outcome (HR 1.26, p = .22), but was significantly associated with the secondary outcome of BKPyV ≥10 000 copies/ml (HR 1.69, p = .03). One-year eGFR was similar between the matched groups. Only one HCV-viremic kidney recipient had primary graft loss. In summary, HCV-viremic KT was not significantly associated with the primary outcome of BKPyV viremia, but the data suggested that donor HCV might elevate the risk of more severe BKPyV viremia ≥10 000 copies/ml. Nonetheless, one-year graft function for HCV-viremic recipients was reassuring.


Subject(s)
BK Virus , Kidney Transplantation , Polyomavirus Infections , Tumor Virus Infections , Hepacivirus , Humans , Kidney Transplantation/adverse effects , Retrospective Studies , Tumor Virus Infections/etiology , Viremia
11.
Am J Transplant ; 21(3): 958-967, 2021 03.
Article in English | MEDLINE | ID: mdl-33151614

ABSTRACT

Kidney transplantation prior to dialysis, known as "preemptive transplant," enables patients to live longer and avoid the substantial quality of life burdens due to chronic dialysis. Deceased donor kidneys are a public resource that ought to provide health benefits equitably. Unfortunately, White, better educated, and privately insured patients enjoy disproportionate access to preemptive transplantation using deceased donor kidneys. This problem has persisted for decades and is exacerbated by the first-come, first-served approach to kidney allocation for predialysis patients. In this Personal Viewpoint, we describe the diverse barriers to preemptive waitlisting and kidney transplant. The analysis focuses on healthcare system features that particularly disadvantage Black patients, such as the waitlisting eligibility criterion of a single glomerular filtration rate or creatinine clearance ≤20 ml/min, and neglect of wide variation in the rate of progression to end-stage kidney disease (ESKD) in allocating preemptive transplants. We propose initiatives to improve equity including: (1) standardization of waitlisting eligibility criteria related to kidney function; (2) aggressive education for clinicians about early transplant referral; (3) innovations in electronic medical record capabilities; and (4) rapid status 7 listing by centers. If those initiatives fail, the transplant field should consider eliminating preemptive waitlisting and transplantation with deceased donor kidneys.


Subject(s)
Kidney Failure, Chronic , Kidney Transplantation , Humans , Kidney , Kidney Failure, Chronic/surgery , Quality of Life , Waiting Lists
12.
J Am Soc Nephrol ; 31(11): 2622-2630, 2020 11.
Article in English | MEDLINE | ID: mdl-32917783

ABSTRACT

BACKGROUND: Elevated blood phosphorus levels are common and associated with a greater risk of death for patients receiving chronic dialysis. Phosphorus-rich foods are prevalent in the American diet, and low-phosphorus foods, including fruits and vegetables, are often less available in areas with more poverty. The relative contributions of neighborhood food availability and socioeconomic status to phosphorus control in patients receiving dialysis are unknown. METHODS: Using longitudinal data from a national dialysis provider, we constructed hierarchical, linear mixed-effects models to evaluate the relationships between neighborhood food environment or socioeconomic status and serum phosphorus level among patients receiving incident dialysis. RESULTS: Our cohort included 258,510 patients receiving chronic hemodialysis in 2005-2013. Median age at dialysis initiation was 64 years, 45% were female, 32% were Black, and 15% were Hispanic. Within their residential zip code, patients had a median of 25 "less-healthy" food outlets (interquartile range, 11-40) available to them compared with a median of four "healthy" food outlets (interquartile range, 2-6). Living in a neighborhood with better availability of healthy food was not associated with a lower phosphorus level. Neighborhood income also was not associated with differences in phosphorus. Patient age, race, cause of ESKD, and mean monthly dialysis duration were most closely associated with phosphorus level. CONCLUSIONS: Neither neighborhood availability of healthy food options nor neighborhood income was associated with phosphorus levels in patients receiving chronic dialysis. Modifying factors, such as nutrition literacy, individual-level financial resources, and adherence to diet restrictions and medications, may be more powerful contributors than food environment to elevated phosphorus.


Subject(s)
Income , Kidney Failure, Chronic/blood , Phosphorus/blood , Residence Characteristics , Age Factors , Aged , Databases, Factual , Female , Food Deserts , Fruit/supply & distribution , Humans , Kidney Failure, Chronic/etiology , Kidney Failure, Chronic/therapy , Male , Middle Aged , Models, Statistical , Renal Dialysis , Supermarkets , Vegetables/supply & distribution
14.
J Am Soc Nephrol ; 30(10): 1939-1951, 2019 10.
Article in English | MEDLINE | ID: mdl-31515244

ABSTRACT

BACKGROUND: Recent pilot trials have demonstrated the safety of transplanting HCV-viremic kidneys into HCV-seronegative recipients. However, it remains unclear if allograft function is impacted by donor HCV-viremia or recipient HCV-serostatus. METHODS: We used national United States registry data to examine trends in HCV-viremic kidney use between 4/1/2015 and 3/31/2019. We applied advanced matching methods to compare eGFR for similar kidneys transplanted into highly similar recipients of kidney transplants. RESULTS: Over time, HCV-seronegative recipients received a rising proportion of HCV-viremic kidneys. During the first quarter of 2019, 200 HCV-viremic kidneys were transplanted into HCV-seronegative recipients, versus 69 into HCV-seropositive recipients, while 105 HCV-viremic kidneys were discarded. The probability of HCV-viremic kidney discard has declined over time. Kidney transplant candidates willing to accept a HCV-seropositive kidney increased from 2936 to 16,809 from during this time period. When transplanted into HCV-seronegative recipients, HCV-viremic kidneys matched to HCV-non-viremic kidneys on predictors of organ quality, except HCV, had similar 1-year eGFR (66.3 versus 67.1 ml/min per 1.73 m2, P=0.86). This was despite the much worse kidney donor profile index scores assigned to the HCV-viremic kidneys. Recipient HCV-serostatus was not associated with a clinically meaningful difference in 1-year eGFR (66.5 versus 71.1 ml/min per 1.73 m2, P=0.056) after transplantation of HCV-viremic kidneys. CONCLUSIONS: By 2019, HCV-seronegative patients received the majority of kidneys transplanted from HCV-viremic donors. Widely used organ quality scores underestimated the quality of HCV-viremic kidneys based on 1-year allograft function. Recipient HCV-serostatus was also not associated with worse short-term allograft function using HCV-viremic kidneys.


Subject(s)
Hepatitis C , Kidney Transplantation/statistics & numerical data , Procedures and Techniques Utilization/statistics & numerical data , Procedures and Techniques Utilization/trends , Tissue and Organ Procurement/methods , Viremia , Adult , Aged , Female , Humans , Male , Middle Aged , Retrospective Studies , Time Factors , Tissue Donors , Tissue and Organ Procurement/standards , Treatment Outcome , United States
15.
Am J Kidney Dis ; 74(4): 441-451, 2019 10.
Article in English | MEDLINE | ID: mdl-31076173

ABSTRACT

RATIONALE & OBJECTIVE: A robust relationship between procedure volume and clinical outcomes has been demonstrated across many surgical fields. This study assessed whether a center volume-outcome relationship exists for contemporary kidney transplantation, specifically for diabetic recipients, older recipients (aged ≥65 years), and recipients of high kidney donor profile index (KDPI ≥ 85) kidneys. STUDY DESIGN: Retrospective cohort study. SETTING & PARTICIPANTS: Adult kidney-only transplant recipients who underwent transplantation between 2009 and 2013 (N = 79,581). EXPOSURES: The primary exposure variable was center volume, categorized into quartiles based on the total kidney transplantation volume. Quartile 1 (Q1) centers performed a mean of fewer than 66 kidney transplantations per year, whereas Q4 centers performed a mean of more than 196 kidney transplantations per year. OUTCOMES: All-cause graft failure and mortality within 3 years of transplantation. ANALYTICAL APPROACH: Multivariable Cox frailty models were used to adjust for donor characteristics, recipient characteristics, and cold ischemia time. RESULTS: Minor differences in rates of 3-year deceased donor all-cause graft failure across quartiles of center volume were observed (14.9% for Q1 vs 16.7% for Q4), including in subgroups (diabetic recipients, 18.4% for Q1 vs 19.7% for Q4; older recipients, 19.4% for Q1 vs 22.5% for Q4; recipients of high KDPI kidneys, 26.5% for Q1 vs 26.5% for Q4). Results were similar for 3-year mortality. After adjustment for donor, recipient, and graft characteristics using Cox regression, center volume was not significantly associated with all-cause graft failure or mortality within 3 years, except that diabetic recipients at Q3 centers had slightly lower mortality (compared with Q1 centers, adjusted HR of 0.85 [95% CI, 0.73-0.99]). LIMITATIONS: Potential unmeasured confounding from patient comorbid conditions and organ selection. CONCLUSIONS: These findings provide little evidence that care in higher volume centers is associated with better adjusted outcomes for kidney transplant recipients, even in populations anticipated to be at increased risk for graft failure or death.


Subject(s)
Hospitals, High-Volume/trends , Hospitals, Low-Volume/trends , Kidney Transplantation/trends , Tissue and Organ Procurement/trends , Transplant Recipients , Aged , Cohort Studies , Female , Graft Rejection/diagnosis , Graft Rejection/epidemiology , Hospitals, High-Volume/standards , Hospitals, Low-Volume/standards , Humans , Kidney Failure, Chronic/diagnosis , Kidney Failure, Chronic/epidemiology , Kidney Failure, Chronic/surgery , Kidney Transplantation/standards , Male , Middle Aged , Retrospective Studies , Time Factors , Tissue and Organ Procurement/standards , Treatment Outcome
16.
Ann Intern Med ; 169(5): 273-281, 2018 09 04.
Article in English | MEDLINE | ID: mdl-30083748

ABSTRACT

Background: Organs from hepatitis C virus (HCV)-infected deceased donors are often discarded. Preliminary data from 2 small trials, including THINKER-1 (Transplanting Hepatitis C kidneys Into Negative KidnEy Recipients), suggested that HCV-infected kidneys could be safely transplanted into HCV-negative patients. However, intermediate-term data on quality of life and renal function are needed to counsel patients about risk. Objective: To describe 12-month HCV treatment outcomes, estimated glomerular filtration rate (eGFR), and quality of life for the 10 kidney recipients in THINKER-1 and 6-month data on 10 additional recipients. Design: Open-label, nonrandomized trial. (ClinicalTrials.gov: NCT02743897). Setting: Single center. Participants: 20 HCV-negative transplant candidates. Intervention: Participants underwent transplant with kidneys infected with genotype 1 HCV and received elbasvir-grazoprevir on posttransplant day 3. Measurements: The primary outcome was HCV cure. Exploratory outcomes included 1) RAND-36 Physical Component Summary (PCS) and Mental Component Summary (MCS) quality-of-life scores at enrollment and after transplant, and 2) posttransplant renal function, which was compared in a 1:5 matched sample with recipients of HCV-negative kidneys. Results: The mean age of THINKER participants was 56.3 years (SD, 6.7), 70% were male, and 40% were black. All 20 participants achieved HCV cure. Hepatic and renal complications were transient or were successfully managed. Mean PCS and MCS quality-of-life scores decreased at 4 weeks; PCS scores then increased above pretransplant values, whereas MCS scores returned to baseline values. Estimated GFRs were similar between THINKER participants and matched recipients of HCV-negative kidneys at 6 months (median, 67.5 vs. 66.2 mL/min/1.73 m2; 95% CI for between-group difference, -4.2 to 7.5 mL/min/1.73 m2) and 12 months (median, 72.8 vs. 67.2 mL/min/1.73 m2; CI for between-group difference, -7.2 to 9.8 mL/min/1.73 m2). Limitation: Small trial. Conclusion: Twenty HCV-negative recipients of HCV-infected kidneys experienced HCV cure, good quality of life, and excellent renal function. Kidneys from HCV-infected donors may be a valuable transplant resource. Primary Funding Source: Merck.


Subject(s)
End Stage Liver Disease/surgery , Hepatitis C , Kidney Transplantation/adverse effects , Tissue Donors , Antiviral Agents/therapeutic use , Benzofurans/therapeutic use , Creatinine/blood , Drug Combinations , End Stage Liver Disease/complications , End Stage Liver Disease/physiopathology , Female , Genotype , Glomerular Filtration Rate , Hepacivirus/genetics , Hepatitis C/drug therapy , Humans , Imidazoles/therapeutic use , Immunosuppressive Agents/therapeutic use , Male , Middle Aged , Postoperative Complications , Quality of Life , Quinoxalines/therapeutic use , RNA, Viral/blood , Treatment Outcome , Viral Load
18.
Kidney Int ; 94(1): 18-21, 2018 07.
Article in English | MEDLINE | ID: mdl-29933844

ABSTRACT

In this issue, Alric and colleagues demonstrate through real-world experience that grazoprevir-elbasvir is safe and effective for treating hepatitis C in advanced kidney disease patients with higher comorbidity burdens. This commentary highlights that this and similar studies have primarily focused on treatment safety and efficacy, rather than the clinical impact of viral eradication. Critical knowledge gaps including which patients to treat, and when, as well as potential management strategies that may improve outcomes, are discussed.


Subject(s)
Antiviral Agents , Hepatitis C, Chronic , Hepatitis C , Amides , Benzofurans , Carbamates , Cyclopropanes , Drug Therapy, Combination , Genotype , Goals , Hepacivirus , Humans , Imidazoles , Quinoxalines , Sulfonamides
19.
Curr Opin Organ Transplant ; 22(2): 184-188, 2017 Apr.
Article in English | MEDLINE | ID: mdl-28030433

ABSTRACT

PURPOSE OF REVIEW: Imminent death donation (IDD) is a proposal to procure organs from patients prior to the withdrawal of life support, which is anticipated to lead to death. In this review, we outline substantial concerns that the transplant community should consider when deliberating the possibility of practicing IDD. RECENT FINDINGS: Although there are several compelling theoretical and intuitive reasons to support IDD, its application has been hindered because of inadequate definitions or protocols. A lack of published reports limits empirical data about the practice. Discussion on the topic has not adequately addressed potential harms to the donor, involvement of stakeholders, or the threat to public trust. SUMMARY: Although IDD has been proposed as a method to increase the number of organs or improve end-of-life care, the proposal currently poses more risk than benefit for patients and the transplant community. Until the major barriers to implementation of IDD are addressed, the transplant community should invest its efforts to increase the organ supply elsewhere.


Subject(s)
Death , Terminal Care/standards , Tissue and Organ Procurement/methods , Humans
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