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From Epidemiologic Knowledge to Improved Health: A Vision for Translational Epidemiology

Windle, Michael; Lee, Hojoon D; Cherng, Sarah T; Lesko, Catherine R; Hanrahan, Colleen; Jackson, John W; McAdams-DeMarco, Mara; Ehrhardt, Stephan; Baral, Stefan D; D'Souza, Gypsyamber; Dowdy, David W
Epidemiology should aim to improve population health; however, no consensus exists regarding the activities and skills that should be prioritized to achieve this goal. We performed a scoping review of articles addressing the translation of epidemiologic knowledge into improved population health outcomes. We identified 5 themes in the translational epidemiology literature: foundations of epidemiologic thinking, evidence-based public health or medicine, epidemiologic education, implementation science, and community-engaged research (including literature on community-based participatory research). We then identified 5 priority areas for advancing translational epidemiology: 1) scientific engagement with public health; 2) public health communication; 3) epidemiologic education; 4) epidemiology and implementation; and 5) community involvement. Using these priority areas as a starting point, we developed a conceptual framework of translational epidemiology that emphasizes interconnectedness and feedback among epidemiology, foundational science, and public health stakeholders. We also identified 2-5 representative principles in each priority area that could serve as the basis for advancing a vision of translational epidemiology. We believe an emphasis on translational epidemiology can help the broader field to increase the efficiency of translating epidemiologic knowledge into improved health outcomes and to achieve its goal of improving population health.
PMCID:8045479
PMID: 30927354
ISSN: 1476-6256
CID: 5150102

Warfarin use and the risk of stroke, bleeding, and mortality in older adults on dialysis with incident atrial fibrillation

Tan, Jingwen; Bae, Sunjae; Segal, Jodi B; Zhu, Junya; Alexander, G Caleb; Segev, Dorry L; McAdams-DeMarco, Mara
AIM/OBJECTIVE: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/CONCLUSIONS: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.
PMCID:5993567
PMID: 29219209
ISSN: 1440-1797
CID: 5128402

Frailty, body composition and the risk of mortality in incident hemodialysis patients: the Predictors of Arrhythmic and Cardiovascular Risk in End Stage Renal Disease study

Fitzpatrick, Jessica; Sozio, Stephen M; Jaar, Bernard G; Estrella, Michelle M; Segev, Dorry L; Parekh, Rulan S; McAdams-DeMarco, Mara A
Background:Frail obese community-dwelling older adults are at increased mortality risk. Among hemodialysis (HD) patients, frailty is common and associated with increased mortality risk; however, in dialysis, obesity is associated with decreased mortality risk. Whether the frail-obese phenotype is associated with increased mortality risk among HD patients remains unclear. Methods:This study included 370 incident HD patients enrolled in the Predictors of Arrhythmic and Cardiovascular Risk in End Stage Renal Disease (PACE) study. We measured frailty using the Fried phenotype, general obesity [body mass index (BMI) ≥30 kg/m2] and abdominal obesity [waist:hip ratio (WHR) ≥median WHR] and estimated their associations with mortality. Results:The mean age was 55 years, with 42% female, 73% African American, 57% diabetic and 52% frail. Frail HD patients had higher mean BMI (frail = 30.3 kg/m2, non-frail = 28.3 kg/m2; P = 0.02) and similar WHR (P = 0.8). Twenty-two percent were frail with general obesity and 27% were frail with abdominal obesity. Frailty was associated with 1.66-fold increased mortality risk [95% confidence interval (CI) 1.03-2.67]. BMI was associated with a decreased mortality risk [25.0-29.9 kg/m2 hazard ratio (HR) 0.53 (95% CI 0.31-0.93); ≥30 kg/m2 HR 0.34 (95% CI 0.19-0.62)]. Frailty was associated with elevated mortality risk among HD patients with general [HR 3.77 (95% CI 1.10-12.92)] and abdominal obesity [HR 2.38 (95% CI 1.17-4.82)]. Frailty was not associated with mortality among HD patients without general or abdominal obesity. Conclusions:In adults initiating HD, frailty was associated with elevated mortality risk, even among the obese. Frail-obese HD patients may be a high-risk, often-overlooked population, as obesity is assumed to be protective. Measurement of frailty and obesity may facilitate risk stratification.
PMCID:6365769
PMID: 29868775
ISSN: 1460-2385
CID: 5128722

Limited health literacy and adverse outcomes among kidney transplant candidates

Warsame, Fatima; Haugen, Christine E; Ying, Hao; Garonzik-Wang, Jacqueline M; Desai, Niraj M; Hall, Rasheeda K; Kambhampati, Rekha; Crews, Deidra C; Purnell, Tanjala S; Segev, Dorry L; McAdams-DeMarco, Mara A
More than one-third of US adults have limited health literacy, putting them at risk of adverse clinical outcomes. We evaluated the prevalence of limited health literacy among 1578 adult kidney transplant (KT) candidates (May 2014-November 2017) and examined its association with listing for transplant and waitlist mortality in this pilot study. Limited health literacy was assessed at KT evaluation by using a standard cutoff score ≤5 on the Brief Health Literacy Screen (score range 0-12, lower scores indicate worse health literacy). We used logistic regression and adjusted Cox proportional hazards models to identify risk factors for limited health literacy and to quantify its association with listing and waitlist mortality. We found that 8.9% of candidates had limited health literacy; risk factors included less than college education (adjusted odds ratio [aOR] = 2.87, 95% confidence interval [CI]:1.86-4.43), frailty (aOR = 1.85, 95% CI:1.22-2.80), comorbidity (Charlson comorbidity index [1-point increase] aOR = 1.12, 95% CI: 1.04-1.20), and cognitive impairment (aOR = 3.45, 95% CI: 2.20-5.41) after adjusting for age, sex, race, and income. Candidates with limited health literacy had a 30% (adjusted hazard ratio = 0.70, 95% CI: 0.54-0.91) decreased likelihood of listing and a 2.42-fold (95% CI: 1.16- to 5.05-fold) increased risk of waitlist mortality. Limited health literacy may be a salient mechanism in access to KT; programs to aid candidates with limited health literacy may improve outcomes and reduce disparities.
PMCID:6312744
PMID: 29962069
ISSN: 1600-6143
CID: 5128812

Kidney Transplant Outcomes in Recipients With Cognitive Impairment: A National Registry and Prospective Cohort Study

Thomas, Alvin G; Ruck, Jessica M; Shaffer, Ashton A; Haugen, Christine E; Ying, Hao; Warsame, Fatima; Chu, Nadia; Carlson, Michelle C; Gross, Alden L; Norman, Silas P; Segev, Dorry L; McAdams-DeMarco, Mara
BACKGROUND:Cognitive impairment is common in patients with end-stage renal disease and is associated with poor outcomes on dialysis. We hypothesized that cognitive impairment might be associated with an increased risk of all-cause graft loss (ACGL) in kidney transplant (KT) recipients. METHODS:Using the Modified Mini-Mental State (3MS) examination, we measured global cognitive function at KT hospital admission in a prospective, 2-center cohort of 864 KT candidates (August 2009 to July 2016). We estimated the association between pre-KT cognitive impairment and ACGL using Cox regression, adjusting for recipient, donor, and transplant factors. RESULTS:In living donor KT (LDKT) recipients, the prevalence was 3.3% for mild impairment (60 ≤ 3MS < 80) and 3.3% for severe impairment (3MS < 60). In deceased donor KT (DDKT) recipients, the prevalence was 9.8% for mild impairment and 2.6% for severe impairment. The LDKT recipients with cognitive impairment had substantially higher ACGL risk than unimpaired recipients (5-year ACGL: 45.5% vs 10.6%; P < 0.01; adjusted hazard ratio [aHR] any impairment, 5.40 (95% confidence interval [CI], 1.78-16.34; P < 0.01); aHR severe impairment, 5.57 (95% CI, 1.29-24.00; P = 0.02). Similarly, DDKT recipients with severe impairment had higher ACGL risk than recipients without severe impairment (5-year ACGL, 53.0% vs 24.2%; P = 0.04); aHR severe impairment, 2.92 (95% CI, 1.13-7.50; P = 0.03). CONCLUSIONS:Given the elevated risk of ACGL among KT recipients with cognitive impairment observed in this 2-center cohort, research efforts should explore the mechanisms of graft loss and mortality associated with cognitive impairment and identify potential interventions to improve posttransplant survival.
PMCID:6393218
PMID: 30153224
ISSN: 1534-6080
CID: 5128932

Induction immunosuppression agents as risk factors for incident cardiovascular events and mortality after kidney transplantation

Sandal, Shaifali; Bae, Sunjae; McAdams-DeMarco, Mara; Massie, Allan B; Lentine, Krista L; Cantarovich, Marcelo; Segev, Dorry L
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.
PMCID:6433494
PMID: 30372596
ISSN: 1600-6143
CID: 5129062

Prehabilitation prior to kidney transplantation: Results from a pilot study

McAdams-DeMarco, Mara A; Ying, Hao; Van Pilsum Rasmussen, Sarah; Schrack, Jennifer; Haugen, Christine E; Chu, Nadia M; González Fernández, Marlís; Desai, Niraj; Walston, Jeremy D; Segev, Dorry L
Prehabilitation is the process of enhancing preoperative functional capacity to improve tolerance for the upcoming stressor; it was associated with improved postoperative outcomes in a handful of studies, but never evaluated in transplantation. Kidney transplant (KT) candidates may be uniquely suited for prehabilitation because they experience a profound loss of functional capacity while waiting years on dialysis. To better understand the feasibility and effectiveness of prehabilitation in KT, we conducted a pilot study of center-based prehabilitation for candidates; this intervention consisted of weekly physical therapy sessions at an outpatient center with at-home exercises. We enrolled 24 participants; 18 participated in prehabilitation (75% of enrolled; 17% of eligible). 61% were male, 72% were African American, and mean age = 52 (SD = 12.9); 71% of participants had lower-extremity impairment, and 31% were frail. By 2 months of prehabilitation, participants improved their physical activity by 64% (P = 0.004) based on accelerometry. Participants reported high satisfaction. Among 5 prehabilitation participants who received KT during the study, length of stay was shorter than for age-, sex-, and race-matched control (5 vs 10 days; RR = 0.69; 95% CI:0.50-0.94; P = 0.02). These pilot study findings suggest that prehabilitation is feasible in pretransplant patients and may potentially be a strategy to improve post-KT outcomes.
PMCID:6342659
PMID: 30462375
ISSN: 1399-0012
CID: 5129102

Report from the American Society of Transplantation on frailty in solid organ transplantation

Kobashigawa, Jon; Dadhania, Darshana; Bhorade, Sangeeta; Adey, Deborah; Berger, Joseph; Bhat, Geetha; Budev, Marie; Duarte-Rojo, Andres; Dunn, Michael; Hall, Shelley; Harhay, Meera N; Johansen, Kirsten L; Joseph, Susan; Kennedy, Cassie C; Kransdorf, Evan; Lentine, Krista L; Lynch, Raymond J; McAdams-DeMarco, Mara; Nagai, Shunji; Olymbios, Michael; Patel, Jignesh; Pinney, Sean; Schaenman, Joanna; Segev, Dorry L; Shah, Palak; Singer, Lianne G; Singer, Jonathan P; Sonnenday, Christopher; Tandon, Puneeta; Tapper, Elliot; Tullius, Stefan G; Wilson, Michael; Zamora, Martin; Lai, Jennifer C
A consensus conference on frailty in kidney, liver, heart, and lung transplantation sponsored by the American Society of Transplantation (AST) and endorsed by the American Society of Nephrology (ASN), the American Society of Transplant Surgeons (ASTS), and the Canadian Society of Transplantation (CST) took place on February 11, 2018 in Phoenix, Arizona. Input from the transplant community through scheduled conference calls enabled wide discussion of current concepts in frailty, exploration of best practices for frailty risk assessment of transplant candidates and for management after transplant, and development of ideas for future research. A current understanding of frailty was compiled by each of the solid organ groups and is presented in this paper. Frailty is a common entity in patients with end-stage organ disease who are awaiting organ transplantation, and affects mortality on the waitlist and in the posttransplant period. The optimal methods by which frailty should be measured in each organ group are yet to be determined, but studies are underway. Interventions to reverse frailty vary among organ groups and appear promising. This conference achieved its intent to highlight the importance of frailty in organ transplantation and to plant the seeds for further discussion and research in this field.
PMCID:6433498
PMID: 30506632
ISSN: 1600-6143
CID: 5129112

Trends in Opioid Prescribing Among Hemodialysis Patients, 2007-2014

Daubresse, Matthew; Alexander, G Caleb; Crews, Deidra C; Segev, Dorry L; McAdams-DeMarco, Mara A
BACKGROUND:Hemodialysis (HD) patients frequently experience pain. Previous studies of HD patients suggest increased opioid prescribing through 2010. It remains unclear if this trend continued after 2010 or declined with national trends. METHODS:Longitudinal cohort study of 484,745 HD patients in the United States Renal Data System/Medicare data. We used Poisson/negative binomial regression to estimate annual incidence rates of opioid prescribing between 2007 and 2014. We compared prescribing rates with the general US population using IQVIA's National Prescription Audit data. Outcomes included the following: percent of HD patients receiving an opioid prescription, rate of opioid prescriptions, quantity, days supply, morphine milligram equivalents (MME) dispensed per 100 person-days, and prescriptions per person. RESULTS:In 2007, 62.4% of HD patients received an opioid prescription. This increased to 63.2% in 2010 then declined to 53.7% by 2014. Opioid quantity peaked in 2011 at 73.5 pills per 100 person-days and declined to 62.6 pills per 100 person-days in 2014. MME peaked between 2010 and 2012 then declined through 2014. In 2014, MME rates were 1.8-fold higher among non-Hispanic patients and 1.6-fold higher among low-income patients. HD patients received 3.2-fold more opioid prescriptions per person compared to the general US population and were primarily prescribed oxycodone and hydrocodone. Between 2012 and 2014, HD patients experienced greater declines in opioid prescriptions per person (18.2%) compared to the general US population (7.1%). CONCLUSION:Opioid prescribing among HD patients declined between 2012 and 2014. However, HD patients continue receiving substantially more opioids than the general US population.
PMCID:6341485
PMID: 30544114
ISSN: 1421-9670
CID: 5129122

Survival benefit of accepting livers from deceased donors over 70 years old

Haugen, Christine E; Bowring, Mary G; Holscher, Courtenay M; Jackson, Kyle R; Garonzik-Wang, Jacqueline; Cameron, Andrew M; Philosophe, Benjamin; McAdams-DeMarco, Mara; Segev, Dorry L
Livers from older donors (OLDs; age ≥70) are risky and often declined; however, it is likely that some candidates will benefit from OLDs versus waiting for younger ones. To characterize the survival benefit of accepting OLD grafts, we used 2009-2017 SRTR data to identify 24 431 adult liver transplant (LT) candidates who were offered OLD grafts eventually accepted by someone. Outcomes from the time-of-offer were compared between candidates who accepted an OLD graft and matched controls within MELD ± 2 who declined the same offer. Candidates who accepted OLD grafts (n = 1311) were older (60.5 vs. 57.8 years, P < .001), had a higher median MELD score (25 vs. 22, P < .001), and were less likely to have hepatitis C cirrhosis (14.9% vs. 31.2%, P < .001). Five-year cumulative mortality among those who accepted versus declined the same OLD offer was 23.4% versus 41.2% (P < .001). Candidates who accepted OLDs experienced an almost twofold reduction in mortality (aHR:0.45 0.520.59 , P < .001) compared to those who declined the same offer, especially among the highest MELD (35-40) candidates (aHR:0.10 0.240.55 , P = .001). Accepting an OLD offer provided substantial long-term survival benefit compared to waiting for a better organ offer, notably among candidates with MELD 35-40. Providers should consider these benefits as they evaluate OLD graft offers.
PMID: 30614634
ISSN: 1600-6143
CID: 5129142