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1.
Clin Transplant ; 38(4): e15257, 2024 04.
Artículo en Inglés | MEDLINE | ID: mdl-38563475

RESUMEN

BACKGROUND: Recent clinical trials demonstrate benefits of sodium-glucose cotransporter-2 inhibitors (SGLT2i) in patients with chronic kidney disease, but data on use in kidney transplant (KTx) recipients are limited. METHODS: We examined a novel database linking SRTR registry data for KTx recipients (2000-2021) with outpatient fill records from a large pharmaceutical claims warehouse (2015-2021). Adult (≥18 years) KTx recipients treated with SGLT2i were compared to those who received other noninsulin diabetes medications without SGLT2i. Characteristics associated with SGLT2i use were quantified by multivariable logistic regression (adjusted odds ratio, 95%LCLaOR95%UCL). RESULTS: Among 18 988 KTx recipients treated with noninsulin diabetes agents in the study period, 2224 filled an SGLT2i. Mean time from KTx to prescription was 6.7 years for SGLT2i versus 4.7 years for non-SGLT2i medications. SGLT2i use was more common in Asian adults (aOR, 1.091.311.58) and those aged > 30-59 years (compared with 18-30 years) or with BMI > 35 kg/m2 (aOR, 1.191.411.67), and trended higher with self-pay status. SGLT2i use was lower among KTx recipients who were women (aOR, .79.87.96), Black (aOR, .77.881.00) and other (aOR, .52.751.07) race, publicly insured (aOR, .82.921.03), or with less than college education (aOR, .78.87.96), and trended lower in those age 75 years and older. SGLT2i use in KTx patients increased dramatically in 2019-2021 (aOR, 5.015.636.33 vs. prior years). CONCLUSION: SGLT2i use is increasing in KTx recipients but varies with factors including race, education, and insurance. While ongoing study is needed to define risks and benefits of SGLT2i use in KTx patients, attention should also focus on reducing treatment disparities related to sociodemographic traits.


Asunto(s)
Diabetes Mellitus Tipo 2 , Trasplante de Riñón , Farmacia , Inhibidores del Cotransportador de Sodio-Glucosa 2 , Adulto , Humanos , Femenino , Masculino , Inhibidores del Cotransportador de Sodio-Glucosa 2/uso terapéutico , Trasplante de Riñón/efectos adversos , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Diabetes Mellitus Tipo 2/etiología , Glucosa , Sodio/uso terapéutico , Hipoglucemiantes/uso terapéutico
2.
J Am Soc Nephrol ; 34(6): 1069-1077, 2023 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-36890643

RESUMEN

SIGNIFICANCE STATEMENT: Cardiovascular diseases account for 32% of deaths among kidney transplant recipients. Statin therapy is common in this population. However, its effect on mortality prevention remains unclear among kidney transplant recipients, whose clinical risk profile might be unique because of concomitant immunosuppressive therapy. In this national study of 58,264 single-kidney transplant recipients, statin use was associated with a 5% decrease in mortality. More importantly, this protective association was stronger among those who used a mammalian target of rapamycin (mTOR) inhibitor for immunosuppression (27% decrease in mTOR inhibitor users versus 5% in nonusers). Our results suggest that statin therapy may reduce mortality in kidney transplant recipients and that the strength of this protective association may vary by immunosuppression regimen. BACKGROUND: Cardiovascular diseases are the leading cause of mortality in kidney transplant (KT) recipients, accounting for 32% of deaths. Statins are widely used in KT recipients, but effectiveness for preventing mortality remains unclear in this population, especially because of interaction between statins and immunosuppressive agents. We analyzed a national cohort to assess the real-world effectiveness of statins for reducing all-cause mortality in KT recipients. METHODS: We studied statin use and mortality among 58,264 adults (18 years or older) who received single kidneys between 2006 and 2016 and had Medicare part A/B/D. Statin use was ascertained from Medicare prescription drug claims and deaths from Center for Medicare and Medicaid Services records. We estimated the association of statin use with mortality using multivariable Cox models, with statin use as a time-varying exposure and immunosuppression regimen as effect modifiers. RESULTS: Statin use increased from 45.5% at KT to 58.2% at 1-year post-KT to 70.9% at 5-year post-KT. We observed 9785 deaths over 236,944 person-years. Overall, statin use was significantly associated with lower mortality (adjusted hazard ratio [aHR], 0.95; 95% confidence interval [CI], 0.90 to 0.99). The strength of this protective association varied by calcineurin inhibitor use (among tacrolimus users, aHR, 0.97; 95% CI, 0.92 to 1.03 versus among calcineurin nonusers, aHR, 0.72; 95% CI, 0.60 to 0.87; interaction P =0.002), mammalian target of rapamycin (mTOR) inhibitor use (among mTOR inhibitor users, aHR, 0.73; 95% CI, 0.57 to 0.92 versus among nonusers, aHR, 0.95; 95% CI, 0.91 to 1.00; interaction P =0.03), and mycophenolate use (among mycophenolate users, aHR, 0.96; 95% CI, 0.91 to 1.02 versus among nonusers, aHR, 0.76; 95% CI, 0.64 to 0.89; interaction P =0.002). CONCLUSION: Real-world evidence supports statin therapy for reducing all-cause mortality in KT recipients. Effectiveness might be greater when combined with mTOR inhibitor-based immunosuppression.


Asunto(s)
Enfermedades Cardiovasculares , Inhibidores de Hidroximetilglutaril-CoA Reductasas , Trasplante de Riñón , Adulto , Humanos , Anciano , Estados Unidos/epidemiología , Inmunosupresores/uso terapéutico , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Medicare , Serina-Treonina Quinasas TOR , Receptores de Trasplantes
3.
Pediatr Nephrol ; 38(12): 4157-4164, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-37353626

RESUMEN

BACKGROUND: In children with chronic kidney disease (CKD), certain risk factors are associated with faster eGFR decline and earlier kidney failure. Whether these factors have lingering effects on post-transplant eGFR trajectory remains unclear. We characterized pre- and post-transplant eGFR trajectories in pediatric kidney transplant recipients by their pre-kidney replacement therapy (KRT) risk factors. METHODS: We studied eGFR trajectories before KRT initiation and after transplantation among Chronic Kidney Disease in Children (CKiD) Study participants. We used mixed-effects models to compare pre-KRT versus post-transplant eGFR trajectories within individual participants by 7 pre-KRT risk factors: glomerular/non-glomerular etiology, race, preemptive transplant, proteinuria, albuminuria, and systolic/diastolic blood pressure (SBP/DBP). RESULTS: We analyzed 1602 pre-KRT and 592 post-transplant eGFR measurements from 246 transplant recipients. Mean annual eGFR decline was decreased from 18.0% pre-KRT (95%CI, 16.1-19.8) to 5.0% post-transplant (95%CI, 3.3-6.7). All 7 pre-KRT risk factors showed strong associations with faster pre-KRT eGFR decline, but not with post-transplant eGFR decline; only albuminuria, high SBP, and high DBP reached statistical significance with notably attenuated associations. In our multivariable model of the pre-KRT risk factors, post-transplant eGFR decline was more rapid only when albuminuria and high SBP were both present. CONCLUSIONS: eGFR decline substantially slows down after transplant even among children with rapidly progressing forms of CKD. Nonetheless, those who had albuminuria and high SBP before KRT might continue to show faster eGFR decline after transplant, specifically when both risk factors were present. This subgroup might benefit from intensive pre-transplant management for at least one of the two risk factors. A higher resolution version of the Graphical abstract is available as Supplementary information.


Asunto(s)
Trasplante de Riñón , Insuficiencia Renal Crónica , Humanos , Niño , Trasplante de Riñón/efectos adversos , Albuminuria/complicaciones , Tasa de Filtración Glomerular , Insuficiencia Renal Crónica/complicaciones , Terapia de Reemplazo Renal/efectos adversos
4.
Am J Transplant ; 22(12): 2892-2902, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-35980673

RESUMEN

Kidney transplant (KT) recipients with delirium, a preventable surgical complication, are likely to reap cognitive benefits from restored kidney function, but may be more vulnerable to longer-term neurotoxic stressors post-KT (i.e., aging, immunosuppression). In this prospective cohort study, we measured delirium (chart-based), global cognitive function (3MS), and executive function (Trail Making Test Part B minus Part A) in 894 recipients (2009-2021) at KT, 1/3/6-months, 1-year, and annually post-KT. Dementia was ascertained using linked Medicare claims. We described repeated measures of cognitive performance (mixed effects model) and quantified dementia risk (Fine & Gray competing risk) by post-KT delirium. Of 894 recipients, 43(4.8%) had post-KT delirium. Delirium was not associated with global cognitive function at KT (difference = -3.2 points, 95%CI: -6.7, 0.4) or trajectories post-KT (0.03 points/month, 95%CI: -0.27, 0.33). Delirium was associated with worse executive function at KT (55.1 s, 95%CI: 25.6, 84.5), greater improvements in executive function <2 years post-KT (-2.73 s/month, 95%CI: -4.46,-0.99), and greater decline in executive function >2 years post-KT (1.72 s/month, 95%CI: 0.22, 3.21). Post-KT delirium was associated with over 7-fold greater risk of dementia post-KT (adjusted subdistribution hazard ratio = 7.84, 95%CI: 1.22, 50.40). Transplant centers should be aware of cognitive risks associated with post-KT delirium and implement available preventative interventions to reduce delirium risk.


Asunto(s)
Demencia , Trasplante de Riñón , Anciano , Humanos , Estados Unidos , Trasplante de Riñón/efectos adversos , Estudios Prospectivos , Factores de Riesgo , Medicare , Cognición , Demencia/etiología
5.
Am J Transplant ; 22(12): 3137-3142, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-35869809

RESUMEN

A recent study concluded that SARS-CoV-2 mRNA vaccine responses were improved among transplant patients taking mTOR inhibitors (mTORi). This could have profound implications for vaccine strategies in transplant patients; however, limitations in the study design raise concerns about the conclusions. To address this issue more robustly, in a large cohort with appropriate adjustment for confounders, we conducted various regression- and machine learning-based analyses to compare antibody responses by immunosuppressive agents in a national cohort (n = 1037). MMF was associated with significantly lower odds of positive antibody response (aOR = 0.09 0.130.18 ). Consistent with the recent mTORi study, the odds tended to be higher with mTORi (aOR = 1.00 1.452.13 ); however, importantly, this seemingly protective tendency disappeared (aOR = 0.47 0.731.12 ) after adjusting for MMF. We repeated this comparison by combinations of immunosuppression agents. Compared to MMF + tacrolimus, MMF-free regimens were associated with higher odds of positive antibody response (aOR = 2.39 4.267.92 for mTORi+tacrolimus; 2.34 5.5415.32 for mTORi-only; and 6.78 10.2515.93 for tacrolimus-only), whereas MMF-including regimens were not, regardless of mTORi use (aOR = 0.81 1.542.98 for MMF + mTORi; and 0.81 1.512.87 for MMF-only). We repeated these analyses in an independent cohort (n = 512) and found similar results. Our study demonstrates that the recently reported findings were confounded by MMF, and that mTORi is not independently associated with improved vaccine responses.


Asunto(s)
COVID-19 , Trasplante de Riñón , Humanos , Tacrolimus , Ácido Micofenólico/uso terapéutico , Formación de Anticuerpos , Inhibidores mTOR , Vacunas contra la COVID-19 , SARS-CoV-2 , Rechazo de Injerto/prevención & control , COVID-19/prevención & control , Terapia de Inmunosupresión , Inmunosupresores/uso terapéutico , Receptores de Trasplantes , Serina-Treonina Quinasas TOR , Vacunas de ARNm
6.
Bioorg Med Chem ; 68: 116862, 2022 08 15.
Artículo en Inglés | MEDLINE | ID: mdl-35691131

RESUMEN

Hepatitis B virus (HBV) infection is a serious worldwide health problem causing liver cirrhosis and hepatocellular carcinoma. The development of novel therapeutics targeting distinct steps of the HBV life cycle and combination therapy with approved drugs (i.e., nucleot(s)ides, interferon-α) are considered effective strategies for curing HBV. Among these strategies is the development of entry inhibitors that interfere with the host entry step of HBV to prevent viral infection and transmission. Herein, we generated a novel library of cyclosporin O (CsO) derivatives that incorporate peptoid side chains. Twenty-two CsO derivatives were evaluated for membrane permeability, cytotoxicity, and in vitro HBV entry inhibitory activity. The lead compound (i.e., compound 21) showed the greatest potency in the in vitro HBV entry inhibition assay (IC50 = 0.36 ± 0.01 µM) with minimal cytotoxicity. Our peptide-peptoid hybrid CsO scaffold can readily expand chemical diversity and is applicable for screening various targets requiring macrocyclic chemical entities.


Asunto(s)
Hepatitis B , Neoplasias Hepáticas , Peptoides , Simportadores , Antivirales/farmacología , Antivirales/uso terapéutico , Ciclosporinas , Hepatitis B/tratamiento farmacológico , Virus de la Hepatitis B , Humanos , Imidazoles , Neoplasias Hepáticas/tratamiento farmacológico , Transportadores de Anión Orgánico Sodio-Dependiente/metabolismo , Transportadores de Anión Orgánico Sodio-Dependiente/farmacología , Transportadores de Anión Orgánico Sodio-Dependiente/uso terapéutico , Peptoides/metabolismo , Peptoides/farmacología , Sulfonamidas , Simportadores/metabolismo , Tiofenos , Internalización del Virus
7.
Am J Transplant ; 21(2): 717-726, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-32681603

RESUMEN

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%, P < .001). AR was more common with ESW by 1 year (18.4% vs 12.3%; aOR: 1.08 1.612.41 , P = .04) and over the study period (aHR: 1.02 1.391.90 , P = .03), without difference in death-censored graft failure (aHR 0.60 0.911.36 , P = .33) or mortality (aHR: 0.75 1.151.77 , P = .45). To reduce AR after HIV+ KT, tailoring of ESW utilization is reasonable.


Asunto(s)
Infecciones por VIH , Trasplante de Riñón , Rechazo de Injerto/etiología , Supervivencia de Injerto , Infecciones por VIH/complicaciones , Infecciones por VIH/tratamiento farmacológico , Humanos , Inmunosupresores , Trasplante de Riñón/efectos adversos , Esteroides , Receptores de Trasplantes
8.
Am J Transplant ; 21(1): 198-207, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-32506639

RESUMEN

Infections remain a major threat to successful kidney transplantation (KT). To characterize the landscape and impact of post-KT infections in the modern era, we used United States Renal Data System (USRDS) data linked to the Scientific Registry of Transplant Recipients (SRTR) to study 141 661 Medicare-primary kidney transplant recipients from January 1, 1999 to December 31, 2014. Infection diagnoses were ascertained by International Classification of Diseases, Ninth Revision (ICD-9) codes. The cumulative incidence of a post-KT infection was 36.9% at 3 months, 53.7% at 1 year, and 78.0% at 5 years. The most common infections were urinary tract infection (UTI; 46.8%) and pneumonia (28.2%). Five-year mortality for kidney transplant recipients who developed an infection was 24.9% vs 7.9% for those who did not, and 5-year death-censored graft failure (DCGF) was 20.6% vs 10.1% (P < .001). This translated to a 2.22-fold higher mortality risk (adjusted hazard ratio [aHR]: 2.15 2.222.29 , P < .001) and 1.92-fold higher DCGF risk (aHR: 1.84 1.911.98 , P < .001) for kidney transplant recipients who developed an infection, although the magnitude of this higher risk varied across infection types (for example, 3.11-fold higher mortality risk for sepsis vs 1.62-fold for a UTI). Post-KT infections are common and substantially impact mortality and DCGF, even in the modern era. Kidney transplant recipients at high risk for infections might benefit from enhanced surveillance or follow-up to mitigate these risks.


Asunto(s)
Trasplante de Riñón , Anciano , Rechazo de Injerto/epidemiología , Rechazo de Injerto/etiología , Humanos , Trasplante de Riñón/efectos adversos , Medicare , Factores de Riesgo , Receptores de Trasplantes , Estados Unidos/epidemiología
9.
Clin Transplant ; 35(2): e14176, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33259086

RESUMEN

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: The association of clinical factors with the choice of ESW varied substantially across centers. We found particularly greater inconsistency in recipient age, PRA, re-transplantation, living/deceased donor, post-transplant length of stay, and delayed graft function. For example, across the entire population, re-transplantation was associated with lower odds of ESW (population odds ratio = 0.35 0.400.46 ). 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.


Asunto(s)
Trasplante de Riñón , Rechazo de Injerto/epidemiología , Rechazo de Injerto/etiología , Supervivencia de Injerto , Humanos , Inmunosupresores/uso terapéutico , Sistema de Registros , Esteroides
10.
J Am Soc Nephrol ; 31(1): 175-185, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31852720

RESUMEN

BACKGROUND: Early steroid withdrawal (ESW) is associated with acceptable outcomes in kidney transplant (KT) recipients. Recipients with delayed graft function (DGF), however, often have a suboptimal allograft milieu, which may alter the risk/benefit equation for ESW. This may contribute to varying practices across transplant centers. METHODS: Using the Scientific Registry of Transplant Recipients, we studied 110,019 adult deceased-donor KT recipients between 2005 and 2017. We characterized the association of DGF with the use of ESW versus continued steroid maintenance across KT centers, and quantified the association of ESW with acute rejection, graft failure, and mortality using multivariable logistic and Cox regression with DGF-ESW interaction terms. RESULTS: Overall 29.2% of KT recipients underwent ESW. Recipients with DGF had lower odds of ESW (aOR=0.600.670.75). The strength of this association varied across 261 KT centers, with center-specific aOR of <0.5 at 31 (11.9%) and >1.0 at 22 (8.4%) centers. ESW was associated with benefits and harms among recipients with immediate graft function (IGF), but only with harms among recipients with DGF. ESW was associated with increased acute rejection (aOR=1.091.161.23), slightly increased graft failure (aHR=1.011.061.12), but decreased mortality (aHR=0.860.890.93) among recipients with IGF. Among recipients with DGF, ESW was associated with a similar increase in rejection (aOR=1.12; 95% CI, 1.02 to 1.23), a more pronounced increase in graft failure (aHR=1.16; 95% CI, 1.08 to 1.26), and no improvement in mortality (aHR=1.00; 95% CI, 0.94 to 1.07). DGF-ESW interaction was statistically significant for graft failure (P=0.04) and mortality (P=0.003), but not for rejection (P=0.6). CONCLUSIONS: KT centers in the United States use ESW inconsistently in recipients with DGF. Our findings suggest ESW may lead to worse KT outcomes in recipients with DGF.


Asunto(s)
Funcionamiento Retardado del Injerto/epidemiología , Glucocorticoides/administración & dosificación , Trasplante de Riñón , Privación de Tratamiento/estadística & datos numéricos , Adulto , Cadáver , Femenino , Humanos , Masculino , Persona de Mediana Edad , Factores de Tiempo , Donantes de Tejidos
11.
Am J Transplant ; 20(11): 2997-3007, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-32515544

RESUMEN

Clinical decision-making in kidney transplant (KT) during the coronavirus disease 2019 (COVID-19) pandemic is understandably a conundrum: both candidates and recipients may face increased acquisition risks and case fatality rates (CFRs). Given our poor understanding of these risks, many centers have paused or reduced KT activity, yet data to inform such decisions are lacking. To quantify the benefit/harm of KT in this context, we conducted a simulation study of immediate-KT vs delay-until-after-pandemic for different patient phenotypes under a variety of potential COVID-19 scenarios. A calculator was implemented (http://www.transplantmodels.com/covid_sim), and machine learning approaches were used to evaluate the important aspects of our modeling. Characteristics of the pandemic (acquisition risk, CFR) and length of delay (length of pandemic, waitlist priority when modeling deceased donor KT) had greatest influence on benefit/harm. In most scenarios of COVID-19 dynamics and patient characteristics, immediate KT provided survival benefit; KT only began showing evidence of harm in scenarios where CFRs were substantially higher for KT recipients (eg, ≥50% fatality) than for waitlist registrants. Our simulations suggest that KT could be beneficial in many centers if local resources allow, and our calculator can help identify patients who would benefit most. Furthermore, as the pandemic evolves, our calculator can update these predictions.


Asunto(s)
COVID-19/epidemiología , Fallo Renal Crónico/epidemiología , Trasplante de Riñón , Aprendizaje Automático , Pandemias , SARS-CoV-2 , Donantes de Tejidos/provisión & distribución , Adolescente , Adulto , Anciano , Niño , Preescolar , Femenino , Humanos , Lactante , Recién Nacido , Fallo Renal Crónico/cirugía , Masculino , Persona de Mediana Edad , Estados Unidos/epidemiología , Listas de Espera/mortalidad , Adulto Joven
12.
Clin Transplant ; 34(12): e14121, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33048385

RESUMEN

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: The 3-year cumulative incidences of any diagnosed malignancy were 11.5%. ATG was associated with a higher malignancy risk (HR = 1.12, 95%CI:1.06-1.18). This association differed (pinteraction  = 0.04) between younger (HR = 1.12, 95%CI:1.06-1.18) and older recipients (HR = 1.03, 95%CI:0.96-1.09). ATG was also associated with higher risk of skin (HR = 1.18, 95%CI:1.08-1.29), lung (HR = 1.24, 95%CI:1.05-1.47), and ovary malignancies (HR = 1.94, 95%CI:1.08-3.48). However, only the association of ATG with post-KT skin malignancy differed (pinteraction  = 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.


Asunto(s)
Trasplante de Riñón , Neoplasias , Adulto , Anciano , Suero Antilinfocítico/efectos adversos , Femenino , Rechazo de Injerto , Humanos , Terapia de Inmunosupresión/efectos adversos , Inmunosupresores/efectos adversos , Trasplante de Riñón/efectos adversos , Medicare , Neoplasias/epidemiología , Neoplasias/etiología , Estudios Prospectivos , Estados Unidos/epidemiología
13.
Transpl Int ; 33(11): 1472-1480, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-32996170

RESUMEN

An increasing number of studies claim machine learning (ML) predicts transplant outcomes more accurately. However, these claims were possibly confounded by other factors, namely, supplying new variables to ML models. To better understand the prospects of ML in transplantation, we compared ML to conventional regression in a "common" analytic task: predicting kidney transplant outcomes using national registry data. We studied 133 431 adult deceased-donor kidney transplant recipients between 2005 and 2017. Transplant centers were randomly divided into 70% training set (190 centers/97 787 recipients) and 30% validation set (82 centers/35 644 recipients). Using the training set, we performed regression and ML procedures [gradient boosting (GB) and random forests (RF)] to predict delayed graft function, one-year acute rejection, death-censored graft failure C, all-cause graft failure, and death. Their performances were compared on the validation set using -statistics. In predicting rejection, regression (C = 0.601 0.6110.621 ) actually outperformed GB (C = 0.581 0.5910.601 ) and RF (C = 0.569 0.5790.589 ). For all other outcomes, the C-statistics were nearly identical across methods (delayed graft function, 0.717-0.723; death-censored graft failure, 0.637-0.642; all-cause graft failure, 0.633-0.635; and death, 0.705-0.708). Given its shortcomings in model interpretability and hypothesis testing, ML is advantageous only when it clearly outperforms conventional regression; in the case of transplant outcomes prediction, ML seems more hype than helpful.


Asunto(s)
Rechazo de Injerto , Trasplante de Riñón , Adulto , Estudios de Cohortes , Supervivencia de Injerto , Humanos , Aprendizaje Automático , Donantes de Tejidos , Resultado del Tratamiento
14.
J Pediatr Gastroenterol Nutr ; 70(3): 356-363, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-31880667

RESUMEN

BACKGROUND: Observed long-term outcomes no longer reflect the survival trajectory facing pediatric liver transplant (LT) recipients today. We aimed to use national registry data and parametric models to project 20- and 30-year post-transplant outcomes for recently transplanted pediatric LT recipients. METHODS: We conducted a retrospective cohort study of 13,442 first-time pediatric (age <18) LT recipients using 1987 to 2018 Scientific Registry of Transplant Recipients data. We validated the proposed method (ie, to project long-term patient and graft survival using parametric survival models and short-term data) in 2 historic cohorts (1987-1996 and 1997-2006) and estimated long-term projections among patients transplanted between 2007 and 2018. Projections were stratified by raft type, recipient age, and indication for transplant. RESULTS: Parsimonious parametric models with Weibull distribution can be applied to post-transplant data and used to project long-term outcomes for pediatric LT recipients beyond observed data. Projected 20-year patient survival for pediatric LT recipients transplanted in 2007 to 2018 was 84.0% (95% confidence interval 81.5-85.8), compared to observed 20-year survival of 72.8% and 63.6% among those transplanted in 1997 to 2006 and 1987 to 1996, respectively. Projected 30-year survival for pediatric LT recipients in 2007 to 2018 was 80.1% (75.2-82.7), compared to projected 30-year survival of 68.6% (66.1-70.9) in the 1997 to 2006 cohort and observed 30-year survival of 57.5% in the 1987 to 1996 cohort. Twenty- and 30-year patient and graft survival varied slightly by recipient age, graft type, and indication for transplant. CONCLUSIONS: Projected long-term outcomes for recently transplanted pediatric LT recipients are excellent, reflective of substantial improvements in medical care, and informative for physician-patient education and decision making in the current era.


Asunto(s)
Trasplante de Hígado , Niño , Supervivencia de Injerto , Humanos , Sistema de Registros , Estudios Retrospectivos , Receptores de Trasplantes , Resultado del Tratamiento , Estados Unidos/epidemiología
16.
Am J Transplant ; 19(4): 1150-1159, 2019 04.
Artículo en Inglés | MEDLINE | ID: mdl-30372596

RESUMEN

Low T cell counts and acute rejection are associated with increased cardiovascular events (CVEs); T cell-depleting agents decrease both. Thus, we aimed to characterize the risk of CVEs by using an induction agent used in kidney transplant recipients. We conducted a secondary data analysis of patients who received a kidney transplant and used Medicare as their primary insurance from 1999 to 2010. Outcomes of interest were incident CVE, all-cause mortality, CVE-related mortality, and a composite outcome of mortality and CVE. Of 47 258 recipients, 29.3% received IL-2 receptor antagonist (IL-2RA), 33.3% received anti-thymocyte globulin (ATG), 7.3% received alemtuzumab, and 30.0% received no induction. Compared with IL-2RA, there was no difference in the risk of CVE in the ATG (adjusted hazard ratio [aHR] 0.98, 95% confidence interval [CI] 0.92-1.05) and alemtuzumab group (aHR 1.01, 95% CI 0.89-1.16), but slightly higher in the no induction group (aHR 1.06, 95% CI 1.00-1.14). Acute rejection did not modify this association in the latter group but did increase CVE by 46% in the alemtuzumab group. There was no difference in the hazard of all-cause or CVE-related mortality. Only in the ATG group, a 7% lower hazard of the composite outcome of mortality and CVE was noted. Induction agents are not associated with incident CVE, although prospective trials are needed to determine a personalized approach to prevention.


Asunto(s)
Enfermedades Cardiovasculares/complicaciones , Inmunosupresores/efectos adversos , Trasplante de Riñón/efectos adversos , Femenino , Humanos , Quimioterapia de Inducción , Trasplante de Riñón/mortalidad , Masculino , Persona de Mediana Edad , Factores de Riesgo
17.
Am J Transplant ; 19(1): 269-276, 2019 01.
Artículo en Inglés | MEDLINE | ID: mdl-30253051

RESUMEN

A recent study reported that kidney transplant recipients of offspring living donors had higher graft loss and mortality. This seemed counterintuitive, given the excellent HLA matching and younger age of offspring donors; we were concerned about residual confounding and other study design issues. We used Scientific Registry of Transplant Recipients data 2001-2016 to evaluate death-censored graft failure (DCGF) and mortality for recipients of offspring versus nonoffspring living donor kidneys, using Cox regression models with interaction terms. Recipients of offspring kidneys had lower DCGF than recipients of nonoffspring kidneys (15-year cumulative incidence 21.2% vs 26.1%, P < .001). This association remained after adjustment for recipient and transplant factors (adjusted hazard ratio [aHR] = 0.73 0.770.82 , P < .001), and was attenuated among African American donors (aHR 0.77 0.850.95 ; interaction: P = .01) and female recipients (aHR 0.77 0.840.91 , P < .001). Although offspring kidney recipients had higher mortality (15-year mortality 56.4% vs 37.2%, P < .001), this largely disappeared with adjustment for recipient age alone (aHR = 1.02 1.061.10 , P = .002) and was nonsignificant after further adjustment for other recipient characteristics (aHR = 0.93 0.971.01 , P = .1). Kidneys from offspring donors provided lower graft failure and comparable mortality. An otherwise eligible donor should not be dismissed because they are the offspring of the recipient, and we encourage continued individualized counseling for potential donors.


Asunto(s)
Fallo Renal Crónico/mortalidad , Fallo Renal Crónico/cirugía , Trasplante de Riñón/métodos , Riñón/cirugía , Donadores Vivos , Receptores de Trasplantes , Adulto , Negro o Afroamericano , Anciano , Femenino , Rechazo de Injerto/etiología , Supervivencia de Injerto , Antígenos HLA , Humanos , Incidencia , Fallo Renal Crónico/etnología , Masculino , Persona de Mediana Edad , Complicaciones Posoperatorias , Modelos de Riesgos Proporcionales , Sistema de Registros , Resultado del Tratamiento , Estados Unidos
18.
Am J Transplant ; 19(2): 425-433, 2019 02.
Artículo en Inglés | MEDLINE | ID: mdl-29935051

RESUMEN

The impact of donor quality on post-kidney transplant (KT) survival may vary by candidate condition. Characterizing this variation would increase access to KT without sacrificing outcomes. We developed a tool to estimate post-KT survival for combinations of donor quality and candidate condition. We studied deceased donor KT recipients (n = 120 818) and waitlisted candidates (n = 376 272) between 2005 and 2016 by using the Scientific Registry of Transplant Recipients. Donor quality and candidate condition were measured by using the Kidney Donor Profile Index (KDPI) and the Estimated Post Transplant Survival (EPTS) score. We estimated 5-year post-KT survival based on combinations of KDPI and EPTS score using random forest algorithms and waitlist survival by EPTS score using Weibull regressions. Survival benefit was defined as absolute reduction in mortality risk with KT. For candidates with an EPTS score of 80, 5-year waitlist survival was 47.6%, and 5-year post-KT survival was 78.9% after receiving kidneys with a KDPI of 20 and was 70.7% after receiving kidneys with a KDPI of 80. The impact of KDPI on survival benefit varied greatly by EPTS score. For candidates with low EPTS scores (eg, <40), the KDPI had limited impact on survival benefit. For candidates with middle or high EPTS scores (eg, >40), survival benefit decreased with higher KDPI but was still substantial even with a KDPI of 100 (>16 percentage points). Our prediction tool (www.transplantmodels.com/kdpi-epts) can support individualized decision-making on kidney offers in clinical practice.


Asunto(s)
Selección de Donante , Fallo Renal Crónico/mortalidad , Trasplante de Riñón/mortalidad , Sistema de Registros/estadística & datos numéricos , Donantes de Tejidos/provisión & distribución , Receptores de Trasplantes/estadística & datos numéricos , Listas de Espera/mortalidad , Adulto , Femenino , Estudios de Seguimiento , Humanos , Fallo Renal Crónico/cirugía , Masculino , Persona de Mediana Edad , Pronóstico , Tasa de Supervivencia , Obtención de Tejidos y Órganos/normas
19.
J Vasc Surg ; 70(3): 842-852.e1, 2019 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-30853386

RESUMEN

BACKGROUND: Arteriovenous fistulas (AVF) and grafts (AVG) have been associated with significant cardiac morbidity that often improves after ligation. However, AV access ligation after kidney transplant (KT) is controversial due to concern for potential long-term allograft failure. We investigated US trends in AV access ligation after KT and the association between ligation and allograft failure. METHODS: All adult Medicare patients on pretransplant hemodialysis with a functioning AVF or AVG who underwent first-time KT were studied using the United States Renal Data Systems (January 2011 to December 2013). Post-transplant AV access ligation was determined using current procedural terminology codes. The incidence of post-transplant AV access ligation was described, and characteristics for patients undergoing ligation vs no ligation were compared. Kaplan-Meier curves and Cox proportional hazard models were then used to determine the association of AV access ligation with long-term allograft failure and all-cause mortality after accounting for patient characteristics, donor characteristics, and variation in transplant center practices. RESULTS: A total of 16,845 patients with functioning AVF/AVG received a KT during the study period. Of these, 779 (4.6%) underwent post-transplant AV access ligation. The proportion of patients who underwent ligation varied substantially between transplant centers, ranging from 0% (43.0% of centers) to >10% (11.0% of centers). Transplant recipients who underwent access ligation were more likely to be female (40.4% vs 36.6%), had lower median body mass index (27.6 vs 28.4 kg/m2), spent longer on dialysis pretransplant (4.2 vs 4.0 years), and were less likely to have renal failure secondary to diabetes compared with other etiologies (25.0% vs 34.9%) (all, P ≤ .03). Patients who underwent ligation were also more likely to have steal syndrome (77.2% vs 4.1%) and AV access infectious or aneurysmal complications (2.7% vs 0.7%) (both, P < .001). After adjusting for donor and recipient characteristics, increasing age (adjusted hazards ratio [aHR], 1.01; 95% confidence interval [CI], 1.00-1.01), increasing years on dialysis (aHR, 1.06; 95% CI, 1.00-1.13), zero human leukocyte antigen mismatch (aHR, 1.82; [95% CI, 1.09-3.05), and steal syndrome (aHR, 41.00; 95% CI, 34.56-48.64) were associated with post-transplant AV access ligation. Black race (aHR, 0.82; 95% CI, 0.69-0.98) and congestive heart failure (aHR, 0.66; 95% CI, 0.54-0.82) were negatively associated with ligation. Three-year allograft failure occurred in 4.9% ± 1.3% transplant recipients who underwent access ligation vs 9.5% ± 0.5% transplant recipients with functioning access (log-rank, P = .30), and was not significantly different between groups after risk adjustment (aHR, 0.81; 95% CI, 0.47-1.40). There was also no significant association between AV access and all-cause mortality after risk adjustment (aHR, 0.84; 95% CI, 0.46-1.54). CONCLUSIONS: Post-transplant AV access ligation is uncommon and generally reserved for patients with steal syndrome. Importantly, ligation is not associated with post-transplant allograft failure, which occurs in less than 10% of patients at 3 years. There also appears to be no reduction in all-cause mortality with AV access ligation. These data suggest that AV access ligation after KT can likely be reserved for access-related complications because the systemic benefits appear to be minimal.


Asunto(s)
Derivación Arteriovenosa Quirúrgica/tendencias , Implantación de Prótesis Vascular/tendencias , Trasplante de Riñón/tendencias , Pautas de la Práctica en Medicina/tendencias , Cirujanos/tendencias , Receptores de Trasplantes , Adulto , Derivación Arteriovenosa Quirúrgica/efectos adversos , Derivación Arteriovenosa Quirúrgica/mortalidad , Implantación de Prótesis Vascular/efectos adversos , Implantación de Prótesis Vascular/mortalidad , Causas de Muerte/tendencias , Femenino , Supervivencia de Injerto , Humanos , Trasplante de Riñón/efectos adversos , Trasplante de Riñón/mortalidad , Ligadura , Masculino , Medicare , Persona de Mediana Edad , Selección de Paciente , Sistema de Registros , Estudios Retrospectivos , Factores de Riesgo , Factores de Tiempo , Obtención de Tejidos y Órganos , Resultado del Tratamiento , Estados Unidos
20.
Nephrology (Carlton) ; 24(2): 234-244, 2019 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-29219209

RESUMEN

AIM: There is conflicting evidence regarding the safety and effectiveness of warfarin for atrial fibrillation (AF) treatment among older end-stage renal disease (ESRD) patients, and differences among subgroups are unclear. METHODS: Older dialysis patients who were newly diagnosed with AF (7/2007-12/2011) were identified in the United States Renal Data System. The adjusted hazard ratios (HR) of the outcomes (any stroke, ischaemic stroke, major bleeding, severe gastrointestinal bleeding, and death) by time-varying warfarin use were estimated using Cox regression accounting for the inverse probability of treatment weight. RESULTS: Among 5765 older dialysis patients with incident AF, warfarin was associated with significantly increased risk of major bleeding (HR = 1.50, 95% CI 1.33-1.68), but was not statistically associated with any stroke (HR = 0.92, 95% CI 0.75-1.12), ischaemic stroke (HR = 0.88, 95%CI 0.70-1.11) or gastrointestinal bleeding (HR = 1.03, 95% CI 0.80-1.32). Warfarin use was associated with a reduced risk of mortality (HR = 0.72, 95%CI 0.65-0.80). The association between warfarin and major bleeding differed by sex (male: HR = 1.29; 95%CI 1.08-1.55; female: HR = 1.67; 95%CI 1.44-1.93; P-value for interaction = 0.03). CONCLUSION: Older ESRD patients with AF who were treated with warfarin had a no difference in stroke risk, lower mortality risk, but increased major bleeding risk. The bleeding risk associated with warfarin was greater among women than men. The risk/benefit ratio of warfarin may be less favourable among older women.


Asunto(s)
Anticoagulantes/efectos adversos , Fibrilación Atrial/tratamiento farmacológico , Hemorragia/inducido químicamente , Fallo Renal Crónico/terapia , Diálisis Renal , Accidente Cerebrovascular/prevención & control , Warfarina/efectos adversos , Factores de Edad , Anciano , Anciano de 80 o más Años , Fibrilación Atrial/diagnóstico , Fibrilación Atrial/mortalidad , Femenino , Hemorragia/mortalidad , Humanos , Incidencia , Fallo Renal Crónico/diagnóstico , Fallo Renal Crónico/mortalidad , Masculino , Diálisis Renal/efectos adversos , Diálisis Renal/mortalidad , Medición de Riesgo , Factores de Riesgo , Factores Sexuales , Accidente Cerebrovascular/diagnóstico , Accidente Cerebrovascular/mortalidad , Factores de Tiempo , Resultado del Tratamiento , Estados Unidos
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