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Allocating kidneys in optimized heterogeneous circles
Karami, Fatemeh; Kernodle, Amber B; Ishaque, Tanveen; Segev, Dorry L; Gentry, Sommer E
Recently, the Organ Procurement and Transplant Network approved a plan to allocate kidneys within 250-nm circles around donor hospitals. These homogeneous circles might not substantially reduce geographic differences in transplant rates because deceased donor kidney supply and demand differ across the country. Using Scientific Registry of Transplant Recipients data from 2016-2019, we used an integer program to design unique, heterogeneous circles with sizes between 100 and 500Â nm that reduced supply/demand ratio variation across transplant centers. We weighted demand according to wait time because candidates who have waited longer have higher priority. We compared supply/demand ratios and average travel distance of kidneys, using heterogeneous circles and 250 and 500-nm fixed-distance homogeneous circles. We found that 40% of circles could be 250Â nm or smaller, while reducing supply/demand ratio variation more than homogeneous circles. Supply/demand ratios across centers for heterogeneous circles ranged from 0.06 to 0.13 kidneys per wait-year, compared to 0.04 to 0.47 and 0.05 to 0.15 kidneys per wait-year for 250-nm and 500-nm homogeneous circles, respectively. The average travel distance for kidneys using heterogeneous, and 250-nm and 500-nm fixed-distance circles was 173Â nm, 134Â nm, and 269Â nm, respectively. Heterogeneous circles reduce geographic disparity compared to homogeneous circles, while maintaining reasonable travel distances.
PMID: 32808468
ISSN: 1600-6143
CID: 5126612
Identifying an Optimal Liver Frailty Index Cutoff to Predict Waitlist Mortality in Liver Transplant Candidates
Kardashian, Ani; Ge, Jin; McCulloch, Charles E; Kappus, Matthew R; Dunn, Michael A; Duarte-Rojo, Andres; Volk, Michael L; Rahimi, Robert S; Verna, Elizabeth C; Ganger, Daniel R; Ladner, Daniela; Dodge, Jennifer L; Boyarsky, Brian; McAdams-DeMarco, Mara; Segev, Dorry L; Lai, Jennifer C
BACKGROUND AND AIMS:Frailty, as measured by the Liver Frailty Index (LFI), is associated with liver transplant (LT) waitlist mortality. We sought to identify an optimal LFI cutoff that predicts waitlist mortality. APPROACH AND RESULTS:Adults with cirrhosis awaiting LT without hepatocellular carcinoma at nine LT centers in the United States with LFI assessments were included. Multivariable competing risk analysis assessed the relationship between LFI and waitlist mortality. We identified a single LFI cutoff by evaluating the fit of the competing risk models, searching for the cutoff that gave the best model fit (as judged by the pseudo-log-likelihood). We ascertained the area under the curve (AUC) in an analysis of waitlist mortality to find optimal cutoffs at 3, 6, or 12 months. We used the AUC to compare the discriminative ability of LFI+Model for End Stage Liver Disease-sodium (MELDNa) versus MELDNa alone in 3-month waitlist mortality prediction. Of 1,405 patients, 37 (3%), 82 (6%), and 135 (10%) experienced waitlist mortality at 3, 6, and 12 months, respectively. LFI was predictive of waitlist mortality across a broad LFI range: 3.7-5.2. We identified an optimal LFI cutoff of 4.4 (95% confidence interval [CI], 4.0-4.8) for 3-month mortality, 4.2 (95% CI, 4.1-4.4) for 6-month mortality, and 4.2 (95% CI, 4.1-4.4) for 12-month mortality. The AUC for prediction of 3-month mortality for MELDNa was 0.73; the addition of LFI to MELDNa improved the AUC to 0.79. CONCLUSIONS:LFI is predictive of waitlist mortality across a wide spectrum of LFI values. The optimal LFI cutoff for waitlist mortality was 4.4 at 3 months and 4.2 at 6 and 12 months. The discriminative performance of LFI+MELDNa was greater than MELDNa alone. Our data suggest that incorporating LFI with MELDNa can more accurately represent waitlist mortality in LT candidates.
PMCID:7710552
PMID: 32491208
ISSN: 1527-3350
CID: 5126402
Survival benefit of accepting kidneys from older donation after cardiac death donors
Yu, Sile; Long, Jane J; Yu, Yifan; Bowring, Mary G; Motter, Jennifer D; Ishaque, Tanveen; Desai, Niraj; Segev, Dorry L; Garonzik-Wang, Jacqueline M; Massie, Allan B
Kidneys from older (age ≥50 years) donation after cardiac death (DCD50) donors are less likely to be transplanted due to inferior posttransplant outcomes. However, candidates who decline a DCD50 offer must wait for an uncertain future offer. To characterize the survival benefit of accepting DCD50 kidneys, we used 2010-2018 Scientific Registry for Transplant Recipients (SRTR) data to identify 92 081 adult kidney transplantation candidates who were offered a DCD50 kidney that was eventually accepted for transplantation. DCD50 kidneys offered to candidates increased from 590 in 2010 to 1441 in 2018. However, 34.6% of DCD50 kidneys were discarded. Candidates who accepted DCD50 offers had 49% decreased mortality risk (adjusted hazard ratio [aHR] 0.46 0.510.55 , cumulative mortality at 6-year 23.3% vs 34.0%, P < .001) compared with those who declined the same offer (decliners). Six years after their initial DCD50 offer decline, 43.0% of decliners received a deceased donor kidney transplant (DDKT), 6.3% received living donor kidney transplant (LDKT), 22.6% died, 22.0% were removed for other reasons, and 6.0% were still on the waitlist. Comparable survival benefit was observed even with DCD donors age ≥60 (aHR: 0.42 0.520.65 , P < .001). Accepting DCD50 kidneys was associated with a substantial survival benefit; providers and patients should consider these benefits when evaluating offers.
PMCID:8547550
PMID: 32659036
ISSN: 1600-6143
CID: 5126512
Development and Validation of an Inflammatory-Frailty Index for Kidney Transplantation
Haugen, Christine E; Gross, Alden; Chu, Nadia M; Norman, Silas P; Brennan, Daniel C; Xue, Qian-Li; Walston, Jeremy; Segev, Dorry L; McAdams-DeMarco, Mara
BACKGROUND:Physical frailty phenotype is characterized by decreased physiologic reserve to stressors and associated with poor outcomes, such as delirium and mortality, that may result from post-kidney transplant (KT) inflammation. Despite a hypothesized underlying pro-inflammatory state, conventional measures of frailty typically do not incorporate inflammatory biomarkers directly. Among KT candidates and recipients, we evaluated the inclusion of inflammatory biomarkers with traditional physical frailty phenotype components. METHODS:Among 1154 KT candidates and recipients with measures of physical frailty phenotype and inflammation (interleukin 6 [IL6], tumor necrosis factor alpha [TNFα], C-reactive protein [CRP]) at 2 transplant centers (2009-2017), we evaluated construct validity of inflammatory-frailty using latent class analysis. Inflammatory-frailty measures combined 5 physical frailty phenotype components plus the addition of an individual inflammatory biomarkers, separately (highest tertiles) as a sixth component. We then used Kaplan-Meier methods and adjusted Cox proportional hazards to assess post-KT mortality risk by inflammatory-frailty (n = 378); Harrell's C-statistics assessed risk prediction (discrimination). RESULTS:Based on fit criteria, a 2-class solution (frail vs nonfrail) for inflammatory-frailty was the best-fitting model. Five-year survival (frail vs nonfrail) was: 81% versus 93% (IL6-frailty), 87% versus 89% (CRP-frailty), and 83% versus 91% (TNFα-frailty). Mortality was 2.07-fold higher for IL6-frail recipients (95% CI: 1.03-4.19, p = .04); there were no associations between the mortality and the other inflammatory-frailty indices (TNFα-frail: 1.88, 95% CI: 0.95-3.74, p = .07; CRP-frail: 1.02, 95% CI: 0.52-2.03, p = .95). However, none of the frailty-inflammatory indices (all C-statistics = 0.71) improved post-KT mortality risk prediction over the physical frailty phenotype (C-statistics = 0.70). CONCLUSIONS:Measurement of IL6-frailty at transplantation can inform which patients should be targeted for pre-KT interventions. However, the traditional physical frailty phenotype is sufficient for post-KT mortality risk prediction.
PMCID:7907494
PMID: 32619229
ISSN: 1758-535x
CID: 5126482
High-dose opioid utilization and mortality among individuals initiating hemodialysis
Daubresse, Matthew; Alexander, G Caleb; Crews, Deidra C; Segev, Dorry L; Lentine, Krista L; McAdams-DeMarco, Mara A
BACKGROUND:Individuals undergoing hemodialysis in the United States frequently report pain and receive three-fold more opioid prescriptions than the general population. While opioid use is appropriate for select patients, high-dose utilization may contribute to an increased risk of death due to possible accumulation of opioid metabolites. METHODS:We studied high-dose opioid utilization (≥120 morphine milligram equivalents [MME] per day) among adults initiating hemodialysis in the United States between 2007 and 2014 using national registry data. We calculated the cumulative incidence (%) of high-dose utilization and depicted trends in the average percentage of days individuals were exposed to opioids. We used adjusted Cox proportional hazards models to identify which opioid doses were associated with mortality. RESULTS:Among 327,344 adults undergoing hemodialysis, the cumulative incidence of high-dose utilization was 14.9% at 2 years after initiating hemodialysis. Among patients with ≥1 opioid prescription during follow-up, the average percentage of days exposed to high-dose utilization increased from 13.9% in 2007 to 26.1% in 2014. Compared to 0MME per day, doses < 60MME were not associated with an increased risk of mortality, but high-dose utilization was associated with a 1.63-fold (95% CI, 1.57, 1.69) increased risk of mortality. The risk of mortality associated with opioid dose was highest in the first year after hemodialysis initiation. CONCLUSIONS:The risk of mortality associated with opioid utilization among individuals on hemodialysis increases as doses exceed 60MME per day and is greatest during periods of high-dose utilization. Patients and clinicians should carefully weigh the risks and benefits of opioid doses exceeding 60MME per day.
PMID: 33622271
ISSN: 1471-2369
CID: 5126992
Center-level Variation in HLA-incompatible Living Donor Kidney Transplantation Outcomes
Jackson, Kyle R; Long, Jane; Motter, Jennifer; Bowring, Mary G; Chen, Jennifer; Waldram, Madeleine M; Orandi, Babak J; Montgomery, Robert A; Stegall, Mark D; Jordan, Stanley C; Benedetti, Enrico; Dunn, Ty B; Ratner, Lloyd E; Kapur, Sandip; Pelletier, Ronald P; Roberts, John P; Melcher, Marc L; Singh, Pooja; Sudan, Debra L; Posner, Marc P; El-Amm, Jose M; Shapiro, Ron; Cooper, Matthew; Verbesey, Jennifer E; Lipkowitz, George S; Rees, Michael A; Marsh, Christopher L; Sankari, Bashir R; Gerber, David A; Wellen, Jason; Bozorgzadeh, Adel; Gaber, A Osama; Heher, Eliot; Weng, Francis L; Djamali, Arjang; Helderman, J Harold; Concepcion, Beatrice P; Brayman, Kenneth L; Oberholzer, Jose; Kozlowski, Tomasz; Covarrubias, Karina; Desai, Niraj; Massie, Allan B; Segev, Dorry L; Garonzik-Wang, Jacqueline
BACKGROUND:Desensitization protocols for HLA-incompatible living donor kidney transplantation (ILDKT) vary across centers. The impact of these, as well as other practice variations, on ILDKT outcomes remain unknown. METHODS:We sought to quantify center-level variation in mortality and graft loss following ILDKT using a 25-center cohort of 1358 ILDKT recipients with linkage to SRTR for accurate outcome ascertainment. We used multilevel Cox regression with shared frailty to determine the variation in post-ILDKT outcomes attributable to between-center differences, and to identify any center-level characteristics associated with improved post-ILDKT outcomes. RESULTS:After adjusting for patient-level characteristics, only 6 centers (24%) had lower mortality and 1 (4%) had higher mortality than average. Similarly, only 5 centers (20%) had higher graft loss and 2 had lower graft loss than average. Only 4.7% of the differences in mortality (p<0.01) and 4.4% of the differences in graft loss (p<0.01) were attributable to between-center variation. These translated to a median hazard ratio of 1.36 for mortality and 1.34 of graft loss for similar candidates at different centers. Post-ILDKT outcomes were not associated with the following center-level characteristics: ILDKT volume and transplanting a higher proportion of highly sensitized, prior transplant, preemptive, or minority candidates. CONCLUSION/CONCLUSIONS:Unlike most aspects of transplantation where center-level variation and volume impact outcomes, we did not find substantial evidence for this in ILDKT. Our findings support the continued practice of ILDKT across these diverse centers.
PMID: 32235255
ISSN: 1534-6080
CID: 4371462
Decreased incidence of acute rejection without increased incidence of cytomegalovirus (CMV) infection in kidney transplant recipients receiving rabbit anti-thymocyte globulin without CMV prophylaxis - a cohort single-center study
de Paula, Mayara Ivani; Bowring, Mary Grace; Shaffer, Ashton A; Garonzik-Wang, Jacqueline; Bessa, Adrieli Barros; Felipe, Claudia Rosso; Cristelli, Marina Pontello; Massie, Allan B; Medina-Pestana, Jose; Segev, Dorry L; Tedesco-Silva, Helio
Induction therapy with rabbit anti-thymocyte globulin (rATG) in low-risk kidney transplant recipients (KTR) remains controversial, given the associated increased risk of cytomegalovirus (CMV) infection. This natural experiment compared 12-month clinical outcomes in low-risk KTR without CMV prophylaxis (January/3/13-September/16/15) receiving no induction or a single 3Â mg/kg dose of rATG. We used logistic regression to characterize delayed graft function (DGF), negative binomial to characterize length of hospital stay (LOS), and Cox regression to characterize acute rejection (AR), CMV infection, graft loss, death, and hospital readmissions. Recipients receiving 3Â mg/kg rATG had an 81% lower risk of AR (aHR 0.14 0.190.25 , PÂ <Â 0.001) but no increased rate of hospital readmissions because of infections (0.68 0.911.21 , PÂ =Â 0.5). There was no association between 3Â mg/kg rATG and CMV infection/disease (aHR 0.86 1.101.40 , PÂ =Â 0.5), even when the analysis was stratified according to recipient CMV serostatus positive (aHR 0.94 1.251.65 , PÂ =Â 0.1) and negative (aHR 0.28 0.571.16 , PÂ =Â 0.1). There was no association between 3Â mg/kg rATG and mortality (aHR 0.51 1.253.08 , PÂ =Â 0.6), and graft loss (aHR 0.34 0.731.55 , PÂ =Â 0.4). Among low-risk KTR receiving no CMV pharmacological prophylaxis, 3Â mg/kg rATG induction was associated with a significant reduction in the incidence of AR without an increased risk of CMV infection, regardless of recipient pretransplant CMV serostatus.
PMCID:8573716
PMID: 33314321
ISSN: 1432-2277
CID: 5126862
Early steroid withdrawal in HIV-infected kidney transplant recipients: Utilization and outcomes
Werbel, William A; Bae, Sunjae; Yu, Sile; Al Ammary, Fawaz; Segev, Dorry L; Durand, Christine M
Kidney transplant (KT) outcomes for HIV-infected (HIV+) persons are excellent, yet acute rejection (AR) is common and optimal immunosuppressive regimens remain unclear. Early steroid withdrawal (ESW) is associated with AR in other populations, but its utilization and impact are unknown in HIV+ KT. Using SRTR, we identified 1225 HIV+ KT recipients between January 1, 2000, and December 31, 2017, without AR, graft failure, or mortality during KT admission, and compared those with ESW with those with steroid continuation (SC). We quantified associations between ESW and AR using multivariable logistic regression and interval-censored survival analysis, as well as with graft failure and mortality using Cox regression, adjusting for donor, recipient, and immunologic factors. ESW utilization was 20.4%, with more zero HLA mismatch (8% vs 4%), living donors (26% vs 20%), and lymphodepleting induction (64% vs 46%) compared to the SC group. ESW utilization varied widely across 129 centers, with less use at high- versus moderate-volume centers (6% vs 21%, PÂ <Â .001). AR was more common with ESW by 1Â year (18.4% vs 12.3%; aOR: 1.08 1.612.41 , PÂ =Â .04) and over the study period (aHR: 1.02 1.391.90 , PÂ =Â .03), without difference in death-censored graft failure (aHR 0.60 0.911.36 , PÂ =Â .33) or mortality (aHR: 0.75 1.151.77 , PÂ =Â .45). To reduce AR after HIV+ KT, tailoring of ESW utilization is reasonable.
PMCID:7927911
PMID: 32681603
ISSN: 1600-6143
CID: 5126522
Better Understanding the Disparity Associated With Black Race in Heart Transplant Outcomes: A National Registry Analysis
Maredia, Hasina; Bowring, Mary Grace; Massie, Allan B; Bae, Sunjae; Kernodle, Amber; Oyetunji, Shakirat; Merlo, Christian; Higgins, Robert S D; Segev, Dorry L; Bush, Errol L
BACKGROUND:Black heart transplant recipients have higher risk of mortality than White recipients. Better understanding of this disparity, including subgroups most affected and timing of the highest risk, is necessary to improve care of Black recipients. We hypothesize that this disparity may be most pronounced among young recipients, as barriers to care like socioeconomic factors may be particularly salient in a younger population and lead to higher early risk of mortality. METHODS:We studied 22 997 adult heart transplant recipients using the Scientific Registry of Transplant Recipients data from January 2005 to 2017 using Cox regression models adjusted for recipient, donor, and transplant characteristics. RESULTS:=0.1). CONCLUSIONS:Young Black recipients have a high risk of mortality in the first year after heart transplant, which has been masked in decades of research looking at disparities in aggregate. To reduce overall racial disparities, clinical research moving forward should focus on targeted interventions for young Black recipients during this period.
PMID: 33525893
ISSN: 1941-3297
CID: 5126932
Inconsistencies in the association of clinical factors with the choice of early steroid withdrawal across kidney transplant centers: A national registry study
Bae, Sunjae; Garonzik-Wang, Jacqueline M; Massie, Allan B; McAdams-DeMarco, Mara A; Coresh, Josef; Segev, Dorry L
BACKGROUND:Approximately 30% of kidney transplant recipients undergo early steroid withdrawal (ESW) for maintenance immunosuppression. However, there is no consensus on which patients are suitable for ESW, and transplant centers may disagree on how various clinical factors characterize individual recipients' suitability for ESW. METHODS:To examine center-level variation in the association of clinical factors with the choice of ESW, we studied 206Â 544 kidney transplant recipients from 278 centers in 2002-2017 using SRTR data. We conducted multi-level logistic regressions to characterize the association of clinical factors with the choice of ESW at each transplant center. RESULTS:). When estimated at each center, this odds ratio was significantly lower than the population odds ratio at 48 (17.3%) centers and significantly higher at 28 (10.1%) centers. CONCLUSIONS:We have observed apparent inconsistencies across transplant centers in the practice of tailoring ESW to the recipient's risk profile. Standardized guidelines for ESW tailoring are needed.
PMCID:8284554
PMID: 33259086
ISSN: 1399-0012
CID: 5126832