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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

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 206 544 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

Early Changes in Kidney Transplant Immunosuppression Regimens During the COVID-19 Pandemic

Bae, Sunjae; McAdams-DeMarco, Mara A; Massie, Allan B; Ahn, JiYoon B; Werbel, William A; Brennan, Daniel C; Lentine, Krista L; Durand, Christine M; Segev, Dorry L
BACKGROUND:Kidney transplant recipients have higher risk of infectious diseases due to their reliance on immunosuppression. During the current COVID-19 pandemic, some clinicians might have opted for less potent immunosuppressive agents to counterbalance the novel infectious risk. We conducted a nationwide study to characterize immunosuppression use and subsequent clinical outcomes during the first 5 months of COVID-19 pandemic in the United States. METHODS:Using data from the Scientific Registry of Transplant Recipients, we studied all kidney-only recipients in the United States from January 1, 2017, to March 12, 2020 ("prepandemic" era; n = 64 849) and from March 13, 2020, to July 31, 2020 ("pandemic" era; n = 5035). We compared the use of lymphocyte-depleting agents (versus basiliximab or no induction) and maintenance steroids (versus steroid avoidance/withdrawal) in the pandemic era compared with the prepandemic era. Then, we compared early posttransplant outcomes by immunosuppression regimen during the pandemic era. RESULTS:Recipients in the pandemic era were substantially less likely to receive lymphocyte-depleting induction agents compared with their prepandemic counterparts (aOR = 0.400.530.69); similar trends were found across subgroups of state-level COVID-19 incidence, donor type, and recipient age. However, lymphocyte-depleting induction agents were associated with decreased rejection during admission (aOR = 0.110.230.47) but not with increased mortality in the pandemic era (aHR = 0.130.471.66). On the other hand, the use of maintenance steroids versus early steroid withdrawal remained similar (aOR = 0.711.071.62). CONCLUSIONS:The use of lymphocyte-depleting induction agents has decreased in favor of basiliximab and no induction during the COVID-19 pandemic. However, this shift might have resulted in increases in rejection with no clear reductions in posttransplant mortality.
PMID: 33093404
ISSN: 1534-6080
CID: 5126762

Ambient Air Pollution and Mortality among Older Patients Initiating Maintenance Dialysis

Feng, Yijing; Jones, Miranda R; Chu, Nadia M; Segev, Dorry L; McAdams-DeMarco, Mara
BACKGROUND:Fine particulate matter (particulate matter with diameter <2.5 µm [PM2.5]) is associated with CKD progression and may impact the health of patients living with kidney failure. While older (aged ≥65 years) adults are most vulnerable to the impact of PM2.5, it is unclear whether older patients on dialysis are at elevated risk of mortality when exposed to fine particulate matter. METHODS:Older adults initiating dialysis (2010-2016) were identified from US Renal Data System (USRDS). PM2.5 concentrations were obtained from NASA's Socioeconomic Data and Application Center (SEDAC) Global Annual PM2.5 Grids. We investigated the association between PM2.5 and all-cause mortality using Cox proportional hazard models with linear splines [knot at the current Environmental Protection Agency (EPA) National Ambient Air Quality Standard for PM2.5 of 12 μg/m3] and robust variance. RESULTS:For older dialysis patients who resided in areas with high PM2.5, a 10 μg/m3 increase in PM2.5 was associated with 1.16-fold (95% CI: 1.08-1.25) increased risk of mortality; furthermore, those who were female (aHR = 1.26, 95% CI: 1.13-1.42), Black (aHR = 1.31, 95% CI: 1.09-1.59), or had diabetes as a primary cause of kidney failure (aHR = 1.25, 95% CI: 1.13-1.38) were most vulnerable to high PM2.5. While the mortality risk associated with PM2.5 was stronger at higher levels (aHR = 1.19, 95% CI: 1.08-1.32), at lower levels (≤12 μg/m3), PM2.5 was significantly associated with mortality risk (aHR = 1.04, 95% CI: 1.00-1.07) among patients aged ≥75 years (Pslope difference = 0.006). CONCLUSIONS:Older adults initiating dialysis who resided in ZIP codes with PM2.5 levels >12 μg/m3 are at increased risk of mortality. Those aged >75 were at elevated risk even at levels below the EPA Standard for PM2.5.
PMID: 33789279
ISSN: 1421-9670
CID: 5127082

FRAILTY AND KIDNEY TRANSPLANTATION: A SYSTEMATIC REVIEW AND META-ANALYSIS [Meeting Abstract]

Quint, Evelien; Zogaj, Donika; Banning, Wiesje; Benjamens, Stan; Annema, Coby; Bakker, Stephan; Nieuwenhuijs-Moeke, Gertrude; Segev, Dorry; Mcadams-Demarco, Mara; Pol, Robert
ISI:000689725500292
ISSN: 0934-0874
CID: 5133212

Interventions to Preserve Cognitive Functioning Among Older Kidney Transplant Recipients

Chu, Nadia M; Segev, Dorry; McAdams-DeMarco, Mara A
Purpose of Review/UNASSIGNED:To summarize the research on effective interventions for preserving cognitive function and prevent cognitive decline in patients with end-stage kidney disease (ESKD) who are undergoing dialysis and/or kidney transplantation (KT). Recent Findings/UNASSIGNED:Among ESKD patients undergoing hemodialysis, exercise training has been administered through home-based and intradialytic interventions. Additionally, one pilot study identified intradialytic cognitive training, electronic brain games, as an intervention to preserve cognitive function among patients undergoing hemodialysis. Fewer studies have investigated interventions to preserver cognitive function among KT recipients. To date, the only randomized controlled trial in this population identified B-vitamin supplements as an intervention to preserve cognitive function. The evidence from these trials support a short-term benefit of cognitive and exercise training as well as B-vitamin supplementation among patients with ESKD. Future studies should: 1) replicate these findings, 2) identify interventions specific to KT candidates, and 3) investigate the synergistic impact of both cognitive and exercise training. Summary/UNASSIGNED:Cognitive prehabilitation, with cognitive and/or exercise training, may be novel interventions for KT candidates that not only reduces delirium risk and long-term post-KT cognitive decline but also prevents dementia.
PMCID:7992368
PMID: 33777649
ISSN: 2196-3029
CID: 5127072

Induction immunosuppression and the risk of incident malignancies among older and younger kidney transplant recipients: A prospective cohort study

Wang, Lingyu; Motter, Jennifer; Bae, Sunjae; Ahn, JiYoon B; Kanakry, Jennifer A; Jackson, John; Schnitzler, Mark A; Hess, Gregory; Lentine, Krista L; Stuart, Elizabeth A; Segev, Dorry L; McAdams-DeMarco, Mara
BACKGROUND:Older (≥65) KT recipients differ from their younger counterparts in their immune response to immunosuppression (IS) and may have a different risk of malignancy after receiving induction. METHODS:We identified 66 700 adult KT recipients treated with anti-thymocyte globulin (ATG) (n = 40 443) or interleukin-2 receptor antagonist (IL-2RA) (n = 26 327) induction (1/1/1999-12/31/2014) using USRDS/Medicare data. We estimated the risk of first-diagnosed post-KT malignancy associated with induction (ATG vs. IL-2RA) using Cox proportional hazard models. We then tested whether these risks differed between older and younger recipients (Wald test for interaction). Models incorporated inverse probability of treatment weights to adjust for confounders. RESULTS: = 0.01) between younger (HR = 1.18; 95%CI:1.08-1.29) and older (HR = 1.01; 95%CI:0.93-1.09) recipients. CONCLUSIONS:Compared with IL-2RA induction, ATG was associated with elevated post-KT malignancy risk but only among younger recipients. Transplant centers may need to tailor induction IS for younger recipients to mitigate malignancy risk.
PMCID:8503780
PMID: 33048385
ISSN: 1399-0012
CID: 5126752

Hydroxychloroquine and maintenance immunosuppression use in kidney transplant recipients: Analysis of linked US registry and claims data

Lentine, Krista L; Lam, Ngan N; Caliskan, Yasar; Alhamad, Tarek; Xiao, Huiling; Schnitzler, Mark A; Chang, Su-Hsin; Axelrod, David; Segev, Dorry L; McAdams-DeMarco, Mara; Kasiske, Bertram L; Hess, Gregory P; Brennan, Daniel C
Hydroxychloroquine (HCQ) is an antimalarial drug with immunomodulatory effects used to treat systemic lupus erythematosus (SLE) and scleroderma. The antiviral effects of HCQ have raised attention in the context of the COVID-19 pandemic, although safety is controversial. We examined linkages of national transplant registry data with pharmaceutical claims and Medicare billing claims to study HCQ use among Medicare-insured kidney transplant recipients with SLE or scleroderma (2008-2017; N = 1820). We compared three groups based on immunosuppression regimen 7 months-to-1 year post transplant: (a) tacrolimus (Tac) + mycophenolic acid (MPA) + prednisone (Pred) (referent group, 77.7%); (b) Tac + MPA + Pred + HCQ (16.5%); or (c) other immunosuppression + HCQ (5.7%). Compared to the referent group, recipients treated with other immunosuppression + HCQ had a 2-fold increased risk of abnormal ECG or QT prolongation (18.9% vs. 10.7%; aHR,1.12 1.963.42 , p = .02) and ventricular arrhythmias (15.2% vs. 11.4%; aHR,1.00 1.813.29 , p = .05) in the >1-to-3 years post-transplant. Tac + MPA + Pred + HCQ was associated with increased risk of ventricular arrhythmias (13.5% vs. 11.4%; aHR,1.02 1.542.31 , p = .04) and pancytopenia (35.9% vs. 31.4%; aHR,1.03 1.311.68 , p = .03) compared to triple immunosuppression without HCQ. However, HCQ-containing regimens were not associated with an increased risk of death or graft failure. HCQ may be used safely in selected kidney transplant recipients in addition to their maintenance immunosuppression, although attention to arrhythmias is warranted.
PMID: 33048372
ISSN: 1399-0012
CID: 5126742

Differences Between Cystatin C- and Creatinine-Based Estimated GFR-Early Evidence of a Clinical Marker for Frailty [Comment]

McAdams-DeMarco, Mara; Chu, Nadia M; Segev, Dorry L
PMID: 33039174
ISSN: 1523-6838
CID: 5126732