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Tabata A, Yabe H, Katogi T, Mitake Y, Oono S, Fujii T. Association between physical function and hospitalization among older patients with pre-dialysis chronic kidney disease after educational hospitalization: A single-center prospective cohort study. Ther Apher Dial 2025. [PMID: 40274529 DOI: 10.1111/1744-9987.70026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2024] [Revised: 04/01/2025] [Accepted: 04/07/2025] [Indexed: 04/26/2025]
Abstract
INTRODUCTION This study aimed to investigate the factors associated with hospitalization in older patients with pre-dialysis CKD, including physical function. METHODS This single-center, prospective cohort study included 111 patients aged ≥65 years with stage 3-5 non-hemodialyzed CKD. Physical function was assessed using the short physical performance battery (SPPB), 10-m walk test, and grip strength test. Hospitalizations and reasons for readmission were tracked from discharge to the end of the follow-up period. RESULTS Kaplan-Meier analysis showed significant associations between rehospitalization and SPPB, 10-meter walk speed, and grip strength. The cutoff values predicting rehospitalization were 11 points for SPPB, 1.1 m/s for 10-meter walk speed, and 31 kg for grip strength. Multivariate Cox regression revealed that SPPB, hemoglobin, and estimated glomerular filtration rate (eGFR) were independently associated with rehospitalization risk. CONCLUSIONS SPPB may predict hospitalization in older pre-dialysis CKD patients, emphasizing the importance of screening and preventing physical function decline.
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Affiliation(s)
- Aki Tabata
- Department of Rehabilitation, Seirei Sakura Citizen Hospital, Chiba, Japan
| | - Hiroki Yabe
- Department of Physical Therapy, School of Rehabilitation Sciences, Seirei Christopher University, Shizuoka, Japan
| | - Takehide Katogi
- Department of Rehabilitation, Seirei Sakura Citizen Hospital, Chiba, Japan
| | - Yuya Mitake
- Department of Rehabilitation, Seirei Sakura Citizen Hospital, Chiba, Japan
| | - Shunta Oono
- Department of Rehabilitation, Seirei Sakura Citizen Hospital, Chiba, Japan
| | - Takayuki Fujii
- Department of Nephrology, Seirei Sakura Citizen Hospital, Chiba, Japan
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Boonstra MD, do Amaral MSG, Navis G, Stegmann ME, Westerhuis R, Almansa J, de Winter AF, Reijneveld SA. Effectiveness of a health literacy intervention targeting both chronic kidney disease patients and health care professionals in primary and secondary care: a quasi-experimental study. J Nephrol 2024; 37:2621-2633. [PMID: 39365402 DOI: 10.1007/s40620-024-02058-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 07/25/2024] [Indexed: 10/05/2024]
Abstract
BACKGROUND Chronic kidney disease (CKD) patients with limited health literacy are at risk for faster disease progression. To counteract this problem, we developed 'Grip on your Kidneys' (GoYK), an intervention targeting patients and health care professionals. We assessed the effect on self-management, patient activation, clinical parameters, consultation quality, and the professionals' use of health literacy strategies. We further evaluated the process. METHODS A quasi-experimental study included 147 patients with CKD and 48 professionals from Dutch general practices and nephrology clinics. Patients and professionals in the intervention group (IG) received GoYK. Control patients received care-as-usual from the participating professionals. Data were collected with questionnaires and from patient records at baseline (T0), 4 months (T1) and 9 months (T2). RESULTS No effects on self-management and patient activation were found. Conversely, at T2, the proportion of patients with hypertension decreased in the intervention group (odds ratio = 0.45, 95% confidence interval (95%CI) [0.20, 0.99]). In the intervention group, more lifestyle topics were discussed, at T1 (difference = 0.80, 95%CI [0.28, 1.31]) and T2 (difference = 0.69, 95%CI [0.14, 1.25]). Furthermore, several outcomes related to consultation quality improved. Professionals in the intervention group improved the use of health literacy strategies more, at T1 (difference = 0.64, 95%CI [0.33, 0.95]) and T2 (difference = 0.56, 95%CI [0.19, 0.93]). In general, patients and professionals considered GoYK to be useful. CONCLUSIONS GoYK is promising, and offers a blueprint to optimize care for patients with limited health literacy. Researchers should develop and test interventions like GoYK, focusing on patients at risk for CKD, and with very low health literacy.
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Affiliation(s)
- Marco D Boonstra
- Department of Health Sciences, University Medical Center Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands.
| | - Matheus S Gurgel do Amaral
- Department of Health Sciences, University Medical Center Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands
| | - Gerjan Navis
- Department of Nephrology, University Medical Center Groningen, Groningen, The Netherlands
| | - Mariken E Stegmann
- Department of General Practice and Elderly Care Medicine, University Medical Center Groningen, Groningen, The Netherlands
| | - Ralf Westerhuis
- Department of Nephrology, University Medical Center Groningen, Groningen, The Netherlands
| | - Josue Almansa
- Department of Health Sciences, University Medical Center Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands
| | - Andrea F de Winter
- Department of Health Sciences, University Medical Center Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands
| | - Sijmen A Reijneveld
- Department of Health Sciences, University Medical Center Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands
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Schrauben SJ, Park D, Amaral S, Purcell A, Zhang S, Kearney M, Bilger A, Feldman HI, Dember LM. Supporting Self-Management of Healthy Behaviors in Chronic Kidney Disease and Hypertension: The Supporting Self-Management of Healthy Behaviors Pilot Randomized Trial. Clin J Am Soc Nephrol 2024; 19:1109-1118. [PMID: 38954482 PMCID: PMC11390029 DOI: 10.2215/cjn.0000000000000492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 06/27/2024] [Indexed: 07/04/2024]
Abstract
Key Points Support programs for self-management are underutilized among people with CKD. Implementing a smartphone support tool for self-monitoring physical activity and BP was feasible among people with CKD and hypertension. Despite low digital health literacy, Supporting Self-Management of Healthy Behaviors was observed to be readily usable because of high levels of adherence and usability scores. Background Support programs for self-management are underutilized among people with CKD. We examined the feasibility of a smartphone-based intervention to support physical activity and BP monitoring, Supporting Self-Management of Healthy Behaviors (SMART-HABITS), for individuals with CKD and hypertension. Methods SMART-HABITS was piloted in a 12-week randomized cross-over trial among people with CKD and hypertension. Participants were asked to monitor BP ≥3-times/wk and step counts ≥5-times/wk. Participants were randomized to BP communication approach–self-report through text message for 6 weeks versus automatic reporting with a smartphone application (app) paired to a Bluetooth enabled BP machine for the alternate 6 weeks. The approach to monitoring and reporting steps was the same during both phases. Primary outcomes were adoption (retention and use of SMART-HABITS dashboard), adherence (% of transmitted BP and step counts), and acceptability as assessed with surveys and interviews. Secondary outcomes were reach, maintenance, CKD knowledge, digital health literacy, self-management, self-efficacy, quality of life, step counts, and BP values. Interviews were conducted at study end. Results Of the 47 randomized participants, 44 (94%) completed the text phase and 43 (92%) completed the app phase. The median age was 63 years, 49% were female, and 45% were Black. Retention was 91%. BP adherence was 87% in the text phase and 74% in the app phase, and step count adherence was 97%. Acceptability scores were high, and interviews largely conveyed acceptance. CKD knowledge increased but remaining survey scores did not change. Mean step counts increased from the prestudy period similarly in both phases. BP did not change over time. Conclusions Implementing a smartphone support tool for self-management was feasible among people with CKD and hypertension. The approach can supplement clinic-based care and potentially lead to less cardiovascular disease and CKD progression. Clinical Trial registry name and registration number: NCT04858295 .
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Affiliation(s)
- Sarah J. Schrauben
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Diane Park
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sandra Amaral
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
- The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | | | - Siqi Zhang
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Matthew Kearney
- Department of Family Medicine and Community Health, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Andrea Bilger
- Department of Family Medicine and Community Health, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Harold I. Feldman
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Laura M. Dember
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
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Cao Q, Bi Y, Alvarado F, Anderson AH, Mills KT, Jaeger BC, Chen J, He J, Bundy JD. Five-Year Cumulative Cardiovascular Health and Clinical Events in Patients With Chronic Kidney Disease: The CRIC Study. J Am Heart Assoc 2024; 13:e033001. [PMID: 38726915 PMCID: PMC11179801 DOI: 10.1161/jaha.123.033001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 04/04/2024] [Indexed: 05/22/2024]
Abstract
BACKGROUND Higher cardiovascular health (CVH) score is associated with lower risks of cardiovascular disease (CVD) and mortality in the general population. However, it is unclear whether cumulative CVH is associated with CVD, end-stage kidney disease (ESKD), and death in patients with chronic kidney disease. METHODS AND RESULTS Among individuals from the prospective CRIC (Chronic Renal Insufficiency Cohort) Study, we used the percentage of the maximum possible CVH score attained from baseline to the year 5 visit to calculate cumulative CVH score. Multivariable-adjusted Cox proportional hazards regression was used to investigate the associations of cumulative CVH with risks of adjudicated CVD (myocardial infarction, stroke, and heart failure), ESKD, and all-cause mortality. A total of 3939 participants (mean age, 57.7 years; 54.9% men) were included. The mean (SD) cumulative CVH score attained during 5 years was 55.5% (12.3%). Over a subsequent median 10.2-year follow-up, 597 participants developed CVD, 656 had ESKD, and 1324 died. A higher cumulative CVH score was significantly associated with lower risks of CVD, ESKD, and mortality, independent of the CVH score at year 5. Multivariable-adjusted hazard ratios and 95% CIs per 10% higher cumulative CVH score during 5 years were 0.81 (0.69-0.95) for CVD, 0.82 (0.70-0.97) for ESKD, and 0.80 (0.72-0.89) for mortality. CONCLUSIONS Among patients with chronic kidney disease stages 2 to 4, a better CVH status maintained throughout 5 years is associated with lower risks of CVD, ESKD, and all-cause mortality. The findings support the need for interventions to maintain ideal CVH status for prevention of adverse outcomes in the population with chronic kidney disease.
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Affiliation(s)
- Qiuyu Cao
- Department of Endocrine and Metabolic DiseasesShanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of MedicineShanghaiChina
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine TumorRuijin Hospital, Shanghai Jiao Tong University School of MedicineShanghaiChina
- Department of EpidemiologyTulane University School of Public Health and Tropical MedicineNew OrleansLA
| | - Yufang Bi
- Department of Endocrine and Metabolic DiseasesShanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of MedicineShanghaiChina
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine TumorRuijin Hospital, Shanghai Jiao Tong University School of MedicineShanghaiChina
| | - Flor Alvarado
- Tulane University Translational Science InstituteNew OrleansLA
- Department of MedicineTulane University School of MedicineNew OrleansLA
| | - Amanda H. Anderson
- Department of EpidemiologyTulane University School of Public Health and Tropical MedicineNew OrleansLA
- Tulane University Translational Science InstituteNew OrleansLA
- Department of EpidemiologyUniversity of Alabama at Birmingham School of Public HealthBirminghamAL
| | - Katherine T. Mills
- Department of EpidemiologyTulane University School of Public Health and Tropical MedicineNew OrleansLA
- Tulane University Translational Science InstituteNew OrleansLA
| | - Byron C. Jaeger
- Department of Biostatistics and Data ScienceWake Forest University School of MedicineWinston‐SalemNC
| | - Jing Chen
- Department of EpidemiologyTulane University School of Public Health and Tropical MedicineNew OrleansLA
- Tulane University Translational Science InstituteNew OrleansLA
- Department of MedicineTulane University School of MedicineNew OrleansLA
| | - Jiang He
- Department of EpidemiologyTulane University School of Public Health and Tropical MedicineNew OrleansLA
- Tulane University Translational Science InstituteNew OrleansLA
- Department of MedicineTulane University School of MedicineNew OrleansLA
| | - Joshua D. Bundy
- Department of EpidemiologyTulane University School of Public Health and Tropical MedicineNew OrleansLA
- Tulane University Translational Science InstituteNew OrleansLA
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Hernandez R, Xie D, Wang X, Jordan N, Ricardo AC, Anderson AH, Diamantidis CJ, Kusek JW, Yaffe K, Lash JP, Fischer MJ. Depressive Symptoms, Antidepressants, and Clinical Outcomes in Chronic Kidney Disease: Findings from the CRIC Study. Kidney Med 2024; 6:100790. [PMID: 38476844 PMCID: PMC10926356 DOI: 10.1016/j.xkme.2024.100790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2024] Open
Abstract
Rationale & Objective The extent to which depression affects the progression of chronic kidney disease (CKD) and leads to adverse clinical outcomes remains inadequately understood. We examined the association of depressive symptoms (DS) and antidepressant medication use on clinical outcomes in 4,839 adults with nondialysis CKD. Study Design Observational cohort study. Setting and Participants Adults with mild to moderate CKD who participated in the multicenter Chronic Renal Insufficiency Cohort Study (CRIC). Exposure The Beck Depression Inventory (BDI) was used to quantify DS. Antidepressant use was identified from medication bottles and prescription lists. Individual effects of DS and antidepressants were examined along with categorization as follows: (1) BDI <11 and no antidepressant use, (2) BDI <11 with antidepressant use, (3) BDI ≥11 and no antidepressant use, and (4) BDI ≥11 with antidepressant use. Outcomes CKD progression, incident cardiovascular disease composite, all-cause hospitalizations, and mortality. Analytic Approach Cox regression models were fitted for outcomes of CKD progression, incident cardiovascular disease, and all-cause mortality, whereas hospitalizations used Poisson regression. Results At baseline, 27.3% of participants had elevated DS, and 19.7% used antidepressants. Elevated DS at baseline were associated with significantly greater risk for an incident cardiovascular disease event, hospitalization, and all-cause mortality, but not CKD progression, adjusted for antidepressants. Antidepressant use was associated with higher risk for all-cause mortality and hospitalizations, after adjusting for DS. Compared to participants without elevated DS and not using antidepressants, the remaining groups (BDI <11 with antidepressants; BDI ≥11 and no antidepressants; BDI ≥11 with antidepressants) showed higher risks of hospitalization and all-cause mortality. Limitations Inability to infer causality among depressive symptoms, antidepressants, and outcomes. Additionally, the absence of nonpharmacological data, and required exploration of generalizability and alternative analytical approaches. Conclusions Elevated DS increased adverse outcome risk in nondialysis CKD, unattenuated by antidepressants. Additionally, investigation into the utilization and counterproductivity of antidepressants in this population is warranted.
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Affiliation(s)
- Rosalba Hernandez
- College of Nursing, University of Illinois Chicago, Chicago, Illinois
| | - Dawei Xie
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Xue Wang
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Neil Jordan
- Psychiatry and Behavioral Sciences, Northwestern University, Chicago, Illinois
| | - Ana C. Ricardo
- Department of Medicine, University of Illinois at Chicago, Chicago, Illinois
| | | | | | - John W. Kusek
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Kristine Yaffe
- School of Medicine, University of California, San Francisco, San Francisco, California
| | - James P. Lash
- Department of Medicine, University of Illinois at Chicago, Chicago, Illinois
| | - Michael J. Fischer
- Department of Medicine, University of Illinois at Chicago, Chicago, Illinois
- Medical Service, Jesse Brown VA Medical Center, Chicago, Illinois
- Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr. VA Hospital, Hines, Illinois
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Wong JV, Yang GJ, Auguste BL, Ong SW, Logan AG, Chan CT, Nolan RP. Automated Digital Counseling Program (ODYSSEE-Kidney Health): A Pilot Study on Health-Related Quality of Life. KIDNEY360 2023; 4:1397-1406. [PMID: 37578528 PMCID: PMC10615379 DOI: 10.34067/kid.0000000000000229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 07/24/2023] [Indexed: 08/15/2023]
Abstract
Key Points Feasibility of implementing an automated, scalable, digital self-care program for patients with CKD was established. The primary outcome of improvement in health-related quality of life improved with the ODYSSEE-Kidney Health program. A dose relationship was shown between program engagement tertile and improvement in 4-month outcomes. Background In-person counseling programs promote self-care behavior and health-related quality of life (HRQoL). ODYSSEE-Kidney Health (prO moting health with D igitallY based counS eling for S elf-care bE havior and quality of lifE ; ODYSSEE-KH) is an automated, scalable, digital counseling program for patients with CKD. This open-label, single-arm pilot study tested the efficacy potential of the ODYSSEE-KH program to improve HRQoL in patients with CKD. Methods Adults with categories G3b to 5d CKD were recruited from nephrology clinics in Toronto, Canada. Patients (N =29) received access to the ODYSSEE-KH program in conjunction with usual care. Generalized linear models and pairwise comparisons of mean change scores were conducted to assess the primary outcome: Mental Component Score (MCS) of the Kidney Disease Quality of Life–Short Form instrument. Secondary outcomes included the MCS Mental Health Scale, 36-Item Kidney Disease Quality of Life–Short Form, Generalized Anxiety Disorder Scale, Patient Health Questionnaire for depression, Enhancing Recovery in Coronary Heart Disease Social Support Instrument, and 3-Item Revised University of California, Los Angeles (UCLA) Loneliness Scale. Results The mean age of the patients was 53.5 years (SD=18.3); 35% were women; 56% were White; 93% had completed ≥postsecondary education; patients came from the Multi-Care Kidney Clinic (n =9), Home Peritoneal Dialysis Unit (n =12), and Home Hemodialysis Unit (n =8); and 24 participants completed the 4-month end-of-study questionnaires. Outcomes were assessed according to tertiles of program log-on minutes: median (range)=67 (62–108), 212 (119–355), and 500 (359–1573) minutes, respectively. Patients in the highest tertile of engagement showed significant improvements on the MCS versus the moderate tertile group (P = 0.01). Significant dose-response associations were observed for the MCS Mental Health Scale (P < 0.05), KDQoL Burden on Kidney Disease (P < 0.01), KDQoL Effect of Kidney Disease on Everyday Life (P < 0.01), aggregated KDQoL Summary Scale (P < 0.05), Generalized Anxiety Disorder Scale (P < 0.01), Patient Health Questionnaire for Depression (P < 0.05), Enhancing Recovery in Coronary Heart Disease Social Support Instrument (P < 0.01), and 3-Item Revised UCLA Loneliness Scale (P < 0.01). Conclusion The ODYSSEE-KH program demonstrated feasibility as an automated, scalable, digital self-care program for patients with CKD. There is evidence of its efficacy potential to improve HRQoL. Further evaluation with a larger sample is warranted.
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Affiliation(s)
- Julia V Wong
- Cardiac eHealth , Peter Munk Cardiac Centre , University Health Network , Toronto , Ontario , Canada
- Institute of Health Policy, Management, and Evaluation , University of Toronto , Dalla Lana School of Public Health , Toronto , Ontario , Canada
| | - Grace J Yang
- Cardiac eHealth , Peter Munk Cardiac Centre , University Health Network , Toronto , Ontario , Canada
| | - Bourne L Auguste
- Division of Nephrology , Sunnybrook Health Sciences Centre , Toronto , Ontario , Canada
- Division of Nephrology , University of Toronto Faculty of Medicine , Toronto , Ontario , Canada
| | - Stephanie W Ong
- Connected Care , University Health Network , Toronto , Ontario , Canada
- Toronto General Hospital Research Institute , University Health Network , Toronto , Ontario , Canada
- Division of Nephrology , University Health Network , Toronto , Ontario , Canada
- Leslie Dan Faculty of Pharmacy , University of Toronto , Toronto , Ontario , Canada
| | - Alexander G Logan
- Division of Nephrology , University of Toronto Faculty of Medicine , Toronto , Ontario , Canada
- Division of Nephrology , University Health Network , Toronto , Ontario , Canada
- Lunenfeld-Tanenbaum Research Institute , Sinai Health , Toronto , Ontario , Canada
- Institute of Medical Science , University of Toronto Faculty of Medicine , Toronto , Ontario , Canada
| | - Christopher T Chan
- Division of Nephrology , University of Toronto Faculty of Medicine , Toronto , Ontario , Canada
- Connected Care , University Health Network , Toronto , Ontario , Canada
- Toronto General Hospital Research Institute , University Health Network , Toronto , Ontario , Canada
- Division of Nephrology , University Health Network , Toronto , Ontario , Canada
| | - Robert P Nolan
- Cardiac eHealth , Peter Munk Cardiac Centre , University Health Network , Toronto , Ontario , Canada
- Toronto General Hospital Research Institute , University Health Network , Toronto , Ontario , Canada
- Institute of Medical Science , University of Toronto Faculty of Medicine , Toronto , Ontario , Canada
- Ted Rogers Centre of Excellence in Heart Function , Peter Munk Cardiac Centre , University Health Network , Toronto , Ontario , Canada
- Department of Psychiatry , University of Toronto Faculty of Medicine , Toronto , Ontario , Canada
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Ahn JW, Lee SM, Seo YH. Factors associated with self-care behavior in patients with pre-dialysis or dialysis-dependent chronic kidney disease. PLoS One 2022; 17:e0274454. [PMID: 36227926 PMCID: PMC9560058 DOI: 10.1371/journal.pone.0274454] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Accepted: 08/29/2022] [Indexed: 11/07/2022] Open
Abstract
Self-care behavior plays a pivotal role in the management of chronic kidney disease. Improved self-care behavior in patients with chronic kidney disease is a key factor in health management and treatment adherence. This study aimed to evaluate the participants’ general and medical condition-related characteristics, physiological indices and the level of health literacy affecting self-care behavior in patients with chronic kidney disease in South Korea. The data of 278 participants were analyzed using t-test, analysis of variance, correlation coefficient, and linear multiple regression analysis. There were significant differences in self-care behavior scores depending on participants’ age and cohabitation status, employment, and smoking status as well as having dialysis due to end-stage kidney disease; number of comorbidities; levels of serum hemoglobin, calcium, and creatinine; and estimated glomerular filtration rate. The results of regression analysis revealed that not currently working, non-smoker, end-stage kidney disease, and positive response to the “actively managing my health” scale of the Health Literacy Questionnaire significantly affected self-care behavior in patients with chronic kidney disease, and the explanatory power of the model was 32.7%. Therefore, it is necessary to identify each patient’s barriers or needs according to individual characteristics, such as age, cohabitation and employment status, and daily life circumstances, including smoking habits, comorbidities, social support, and level of health literacy to develop efficient support strategies for promoting adequate self-care behavior with CKD.
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Affiliation(s)
- Jung-Won Ahn
- Department of Nursing, Gangneung-Wonju National University, Wonju-si, Gangwon-do, Korea
| | - Sun Mi Lee
- Department of Nursing Science, Pai Chai University, Seo-gu, Daejeon Metropolitan City, Korea
| | - Yon Hee Seo
- Department of Nursing, Yeoju Institute of Technology, Yeoju-si, Gyeonggi-do, Korea
- * E-mail:
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Zhang M, Lei N, Zhang XL, Xu Y, Chen HF, Fu LZ, Tang F, Liu X, Wu Y. Developing and validating a prognostic prediction model for patients with chronic kidney disease stages 3-5 based on disease conditions and intervention methods: a retrospective cohort study in China. BMJ Open 2022; 12:e054989. [PMID: 35636798 PMCID: PMC9153056 DOI: 10.1136/bmjopen-2021-054989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVES To develop and validate a nomogram model to predict chronic kidney disease (CKD) stages 3-5 prognosis. DESIGN A retrospective cohort study. We used univariate and multivariate Cox regression analysis to select the relevant predictors. To select the best model, we evaluated the prediction models' accuracy by concordance index (C-index), calibration curve, net reclassification index (NRI) and integrated discrimination improvement (IDI). We evaluated the clinical utility by decision curve analysis. SETTING Chronic Disease Management (CDM) Clinic in the Nephrology Department at the Guangdong Provincial Hospital of Chinese Medicine. PARTICIPANTS Patients with CKD stages 3-5 in the derivation and validation cohorts were 459 and 326, respectively. PRIMARY OUTCOME MEASURE Renal replacement therapy (haemodialysis, peritoneal dialysis, renal transplantation) or death. RESULTS We built four models. Age, estimated glomerular filtration rate and urine protein constituted the most basic model A. Haemoglobin, serum uric acid, cardiovascular disease, primary disease, CDM adherence and predictors in model A constituted model B. Oral medications and predictors in model A constituted model C. All the predictors constituted model D. Model B performed well in both discrimination and calibration (C-index: derivation cohort: 0.881, validation cohort: 0.886). Compared with model A, model B showed significant improvement in the net reclassification and integrated discrimination (model A vs model B: NRI: 1 year: 0.339 (-0.011 to 0.672) and 2 years: 0.314 (0.079 to 0.574); IDI: 1 year: 0.066 (0.010 to 0.127), p<0.001 and 2 years: 0.063 (0.008 to 0.106), p<0.001). There was no significant improvement between NRI and IDI among models B, C and D. Therefore, we selected model B as the optimal model. CONCLUSIONS We constructed a prediction model to predict the prognosis of patients with CKD stages 3-5 in the first and second year. Applying this model to clinical practice may guide clinical decision-making. Also, this model needs to be externally validated in the future. TRIAL REGISTRATION NUMBER ChiCTR1900024633 (http://www.chictr.org.cn).
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Affiliation(s)
- Min Zhang
- Department of Nephrology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Nuo Lei
- Department of Nephrology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Xian-Long Zhang
- Department of Nephrology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Yanmin Xu
- Department of Nephrology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Hui-Fen Chen
- Department of Nephrology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Li-Zhe Fu
- Chronic Disease Management Outpatient, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Fang Tang
- Chronic Disease Management Outpatient, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Xusheng Liu
- Department of Nephrology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Clinical Research on Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
- State Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Yifan Wu
- Department of Nephrology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
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Ouyang WW, Chen HF, Xu XY, Zhang XL, Fu LZ, Tang F, Wen ZH, Marrone G, Liu LC, Lin JX, Liu XS, Wu YF. Self-management program for patients with chronic kidney disease (SMP-CKD) in Southern China: protocol for an ambispective cohort study. BMC Nephrol 2022; 23:93. [PMID: 35247988 PMCID: PMC8897851 DOI: 10.1186/s12882-022-02700-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 02/12/2022] [Indexed: 11/16/2022] Open
Abstract
Background Chronic kidney disease (CKD) is a major global health problem. Short-term self-management has been considered to effect some renal and psychological endpoints. However, there are currently very few studies about self-management for CKD that a) have been scientifically designed by a theory-based framework and b) that evaluate the long-term effects and working mechanism. This study presents the rationale and design of a theory-based cohort study to explore how this self-management intervention works and its effectiveness on the Chinese CKD population. Methods In this ambispective intervention cohort study,1,200 patients with CKD stages 1–5 will be recruited from July 2015 to July 2024 in 3 branches of Guangdong Provincial Hospital of Chinese Medicine (GPHCM) in Guangdong province, China. The patients in the self-management cohort will choose to receive an intervention that consists of education, nutrition/diet modification, lifestyle change recommendation, medication review, and psychology support based on Social Cognition Theory (SCT). The patients in the control cohort will do regular follow-ups based on the clinic rules. All the patients will be followed up for 5 years, or until the occurrence of a primary outcome. Detailed clinical, laboratory markers, nutritional status, psychological exposures and outcome questionaries will be collected semiannually in CKD stage 1–2 and trimonthly in stage 3–5 patients. The primary outcome is the occurrence of composite clinical endpoints (doubling of serum creatinine level, ESKD, loss of renal function (≥ 40% decline in GFR from baseline), death, major cardiovascular or cerebrovascular events). The main secondary outcomes include the absolute change and slope of eGFR, absolute changes of urinary protein creatinine ratio, 24-h urine proteinuria, intact parathyroid hormone level, and self-management adherence rate and quality of life from baseline to end of the study. The effectiveness of self-management will be analyzed and the association between longitudinal trajectories of self-management and renal outcomes will be evaluated. Discussion This study aims to provide further evidence for the effectiveness of theory-based self-management in CKD patients and to improve the lives of patients with CKD by slowing progression, improving psychological well-being and overall quality of life. Trial registration Chinese Clinical Trial Register (ChiCTR1900024633). 19 July, 2019. http://www.chictr.org.cn/showproj.aspx?proj=38378
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10
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Magadi W, Lightfoot CJ, Memory KE, Santhakumaran S, van der Veer SN, Thomas N, Gair R, Smith AC. Patient activation and its association with symptom burden and quality of life across the spectrum of chronic kidney disease stages in England. BMC Nephrol 2022; 23:45. [PMID: 35081904 PMCID: PMC8793272 DOI: 10.1186/s12882-022-02679-w] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 01/13/2022] [Indexed: 12/11/2022] Open
Abstract
Background The knowledge, skills, and confidence to manage one’s own health is termed patient activation and can be assessed using the Patient Activation Measure (PAM). This measure is increasingly recommended for use in chronic kidney disease (CKD), but there is a need to better understand patient activation within this population. This work aimed to explore the association of PAM with patient-reported outcomes, namely symptom burden and health-related quality of life (HRQoL), to understand the relationship between patient activation and outcomes which are of importance to people with CKD. Methods Non-dialysis, dialysis, and kidney transplant patients from 14 renal units across England completed a survey comprising questionnaires assessing patient activation, symptom burden, and HRQoL. Latent class analysis (LCA) was used to determine HRQoL and symptom burden subgroups in the data. Multinomial logistic regression analyses were performed to investigate the associations between patient activation and symptom burden and HRQoL classes separately, adjusting for age, gender, ethnicity, deprivation and treatment modality. Results Three thousand thirteen participants (mean age 61.5 years, 61.8% males, and 47% haemodialysis) were included in the analysis. Patient activation was strongly associated with both the HRQoL and symptom burden classes identified, with highly activated patients more likely to report higher HRQoL (P = < 0.0001; OR 29.2, 95% CI 19.5–43.9) and fewer symptoms (P = < 0.0001; OR 25.9, 95% CI 16.8–40.2). Conclusion Lower activation levels are associated with a higher symptom burden and reduced HRQoL across the trajectory of CKD stages and treatment modalities. Therefore, targeted and holistic self-management support focussing on improving activation may have the potential to improve aspects of health experience which are valued by individuals living with kidney disease. Supplementary Information The online version contains supplementary material available at 10.1186/s12882-022-02679-w.
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Affiliation(s)
- Winnie Magadi
- UK Renal Registry, Brandon House Building 20A1, Southmead Road, Bristol, BS34 7RR, UK.
| | - Courtney J Lightfoot
- Leicester Kidney Lifestyle Team, Department of Health Sciences, University of Leicester, Leicester, UK
| | - Katherine E Memory
- Leicester Kidney Lifestyle Team, Department of Health Sciences, University of Leicester, Leicester, UK
| | - Shalini Santhakumaran
- UK Renal Registry, Brandon House Building 20A1, Southmead Road, Bristol, BS34 7RR, UK
| | - Sabine N van der Veer
- Centre for Health Informatics, Division of Informatics, Imaging and Data Sciences, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK
| | - Nicola Thomas
- School of Health and Social Care, London South Bank University, London, UK
| | - Rachel Gair
- UK Renal Registry, Brandon House Building 20A1, Southmead Road, Bristol, BS34 7RR, UK
| | - Alice C Smith
- Leicester Kidney Lifestyle Team, Department of Health Sciences, University of Leicester, Leicester, UK
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11
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Boonstra MD, Reijneveld SA, Westerhuis R, Tullius JM, Vervoort JPM, Navis G, de Winter AF. A longitudinal qualitative study to explore and optimize self-management in mild to end stage chronic kidney disease patients with limited health literacy: Perspectives of patients and health care professionals. PATIENT EDUCATION AND COUNSELING 2022; 105:88-104. [PMID: 34024670 DOI: 10.1016/j.pec.2021.05.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 04/09/2021] [Accepted: 05/08/2021] [Indexed: 05/17/2023]
Abstract
OBJECTIVES Limited health literacy (LHL) is associated with faster kidney deterioration. Health care professionals (HCPs) promote self-management to maintain kidney function, which is difficult for patients with LHL. Evidence lacks on perceived barriers and best strategies to optimize their self-management. Our study aims to explore experiences with and barriers for self-management from the perspectives of LHL patients and HCPs to identify strategies to optimize self-management. METHODS We performed a longitudinal qualitative study with semi-structured in-depth interviews and focus group discussions among CKD patients and LHL (n = 24) and HCPs (n = 37) from general practices and hospitals. RESULTS Four themes arose among patients: (1) CKD elusiveness, (2) suboptimal intake of knowledge (3) not taking a front-seat role, and (4) maintaining change. Among HCPs, three themes emerged: (1) not recognizing HL problems, (2) lacking effective strategies, and (3) health care barriers. CONCLUSION We suggest three routes to optimize self-management: providing earlier information, applying person-centered strategies to maintain changes, and improving competencies of HCPs. PRACTICE IMPLICATIONS HCPs need to explain CKD self-management better to prevent kidney deterioration. New interventions, based on behavioral approaches, are needed to optimize self-management. HCPs need training to improve recognition and support of LHL patients.
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Affiliation(s)
- Marco D Boonstra
- University Medical Centre Groningen, Department of Health Sciences, Groningen, The Netherlands.
| | - Sijmen A Reijneveld
- University Medical Centre Groningen, Department of Health Sciences, Groningen, The Netherlands
| | - Ralf Westerhuis
- University Medical Centre Groningen, Department of Nephrology, Groningen, The Netherlands
| | - Janne M Tullius
- University Medical Centre Groningen, Department of Health Sciences, Groningen, The Netherlands
| | - Johanna P M Vervoort
- University Medical Centre Groningen, Department of Health Sciences, Groningen, The Netherlands
| | - Gerjan Navis
- University Medical Centre Groningen, Department of Nephrology, Groningen, The Netherlands
| | - Andrea F de Winter
- University Medical Centre Groningen, Department of Health Sciences, Groningen, The Netherlands
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12
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Schrauben SJ, Appel L, Rivera E, Lora CM, Lash JP, Chen J, Hamm LL, Fink JC, Go AS, Townsend RR, Deo R, Dember LM, Feldman HI, Diamantidis CJ. Mobile Health (mHealth) Technology: Assessment of Availability, Acceptability, and Use in CKD. Am J Kidney Dis 2021; 77:941-950.e1. [PMID: 33309860 PMCID: PMC8154635 DOI: 10.1053/j.ajkd.2020.10.013] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Accepted: 10/08/2020] [Indexed: 11/11/2022]
Abstract
RATIONALE & OBJECTIVE Digital and mobile health (mHealth) technologies improve patient-provider communication and increase information accessibility. We assessed the use of technology, attitudes toward using mHealth technologies, and proficiency in using mHealth technologies among individuals with chronic kidney disease (CKD). STUDY DESIGN Cross-sectional survey with open text responses. SETTING & PARTICIPANTS Chronic Renal Insufficiency Cohort (CRIC) Study participants who completed current use and interest in using mHealth technologies questionnaires and the eHealth literacy Survey (eHEALS). EXPOSURE Participant characteristics. OUTCOMES Use of technology (ie, internet, email, smartphone, and mHealth applications [apps]), interest in future mHealth use, and proficiency in using digital and mHealth technologies, or eHealth literacy, determined by eHEALS score. ANALYTICAL APPROACH Poisson regression and a qualitative content analysis of open-ended responses. RESULTS Study participants (n = 932) had a mean age of 68 years old and an estimated glomerular filtration rate (eGFR) of 54 mL/min/1.73 m2, and 59% were male. Approximately 70% reported current use of internet, email, and smartphones, and 35% used mHealth apps; only 27% had adequate eHealth literacy (eHEALS score ≥ 32). Participants <65 years of age (vs. ≥65), with more education, higher income, better cognition, and adequate health literacy reported more use of technology, and greater interest in using technologies. Participants of White (vs. non-White) race reported more use of internet and email but less interest in future use of mHealth. Younger age, higher annual income, and greater disease self-efficacy were associated with adequate eHealth literacy. Three themes regarding interest in using digital and mHealth technologies emerged: willingness, concerns, and barriers. LIMITATIONS Residual confounding, ascertainment bias. CONCLUSIONS Many individuals with CKD currently use the internet and smartphones and are interested in using mHealth in the future, but few use mHealth apps or have adequate eHealth literacy. mHealth technologies present an opportunity to engage individuals with CKD, especially members of racial or ethnic minority groups because those groups reported greater interest in using mHealth technology than the nonminority population. Further research is needed to identify strategies to overcome inadequate eHealth literacy.
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Affiliation(s)
- Sarah J Schrauben
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA.
| | - Lawrence Appel
- Johns Hopkins University School of Medicine and School of Public Health, Baltimore, MD
| | - Eleanor Rivera
- College of Nursing, University of Illinois Chicago, Chicago, IL
| | - Claudia M Lora
- Department of Medicine, School of Medicine, University of Illinois at Chicago, Chicago, IL
| | - James P Lash
- Department of Medicine, School of Medicine, University of Illinois at Chicago, Chicago, IL
| | - Jing Chen
- Tulane University School of Medicine, New Orleans, LA
| | - L Lee Hamm
- Tulane University School of Medicine, New Orleans, LA
| | - Jeffrey C Fink
- Department of Medicine, School of Medicine, University of Maryland, Baltimore, MD
| | - Alan S Go
- Kaiser Permanentee Northern California, Oakland, CA
| | - Raymond R Townsend
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Rajat Deo
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Laura M Dember
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Harold I Feldman
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
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13
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Hannan M, Ansari S, Meza N, Anderson AH, Srivastava A, Waikar S, Charleston J, Weir MR, Taliercio J, Horwitz E, Saunders MR, Wolfrum K, Feldman HI, Lash JP, Ricardo AC. Risk Factors for CKD Progression: Overview of Findings from the CRIC Study. Clin J Am Soc Nephrol 2021; 16:648-659. [PMID: 33177074 PMCID: PMC8092061 DOI: 10.2215/cjn.07830520] [Citation(s) in RCA: 89] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The Chronic Renal Insufficiency Cohort (CRIC) Study is an ongoing, multicenter, longitudinal study of nearly 5500 adults with CKD in the United States. Over the past 10 years, the CRIC Study has made significant contributions to the understanding of factors associated with CKD progression. This review summarizes findings from longitudinal studies evaluating risk factors associated with CKD progression in the CRIC Study, grouped into the following six thematic categories: (1) sociodemographic and economic (sex, race/ethnicity, and nephrology care); (2) behavioral (healthy lifestyle, diet, and sleep); (3) genetic (apoL1, genome-wide association study, and renin-angiotensin-aldosterone system pathway genes); (4) cardiovascular (atrial fibrillation, hypertension, and vascular stiffness); (5) metabolic (fibroblast growth factor 23 and urinary oxalate); and (6) novel factors (AKI and biomarkers of kidney injury). Additionally, we highlight areas where future research is needed, and opportunities for interdisciplinary collaboration.
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Affiliation(s)
- Mary Hannan
- Department of Medicine, University of Illinois, Chicago, Illinois
| | - Sajid Ansari
- Department of Medicine, University of Illinois, Chicago, Illinois
| | - Natalie Meza
- Department of Medicine, University of Illinois, Chicago, Illinois
| | - Amanda H. Anderson
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana
| | - Anand Srivastava
- Center for Translational Metabolism and Health, Institute for Public Health and Medicine, Division of Nephrology and Hypertension, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Sushrut Waikar
- Nephrology Section, Boston University Medical Center, Boston, Massachusetts
| | - Jeanne Charleston
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Matthew R. Weir
- Division of Nephrology, Department of Medicine, University of Maryland, Baltimore, Maryland
| | - Jonathan Taliercio
- Department of Nephrology and Hypertension, Cleveland Clinic, Cleveland, Ohio
| | | | - Milda R. Saunders
- Department of Medicine, The University of Chicago, Chicago, Illinois
| | - Katherine Wolfrum
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Harold I. Feldman
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - James P. Lash
- Department of Medicine, University of Illinois, Chicago, Illinois
| | - Ana C. Ricardo
- Department of Medicine, University of Illinois, Chicago, Illinois
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14
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Pankratz VS, Choi EE, Qeadan F, Ghahate D, Bobelu J, Nelson RG, Faber T, Shah VO. Diabetes status modifies the efficacy of home-based kidney care for Zuni Indians in a randomized controlled trial. J Diabetes Complications 2021; 35:107753. [PMID: 33097384 PMCID: PMC7854937 DOI: 10.1016/j.jdiacomp.2020.107753] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 09/30/2020] [Accepted: 10/01/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Home-Based Kidney Care (HBKC) is a pragmatic treatment approach that addresses patient preferences and cultural barriers to healthcare. We previously reported the results of a clinical trial of HBKC vs. usual care in a cohort of Zuni Indians in New Mexico. This study investigated the potential for differential efficacy of HBKC vs. usual care according to type 2 diabetes (T2DM) status. METHODS We analyzed the data from all individuals who participated in a randomized clinical trial that compared HBKC to usual care among patients with CKD, and assessed whether the effect of the HBKC intervention affected the subset of patients with T2DM differently than those individuals without T2DM. We used linear regression models to estimate the effect of HBKC on improvement in Patient Activation Measure (PAM) total scores within the groups of participants defined by T2DM status, and to compare the effects between these two groups. We used generalized estimating equations (GEE) to account for household clustering. RESULTS The original study enrolled 63 participants into the HBKC group, and 62 into the usual care. Ninety-eight of these individuals completed the 12-month intervention, 50 in the HBKC group and 48 in the usual care group. The present study compared the intervention effect in the 56 participants with T2DM (24 participants in the HBKC group and 32 in usual care) to the intervention effect in the 42 participants without T2DM (26 participants in the HBKC group and 16 in usual care). Those with T2DM who received the HBKC intervention experienced an average increase in PAM total scores of 16.0 points (95% Confidence Interval: 8.8-23.1) more than those with T2DM who were in the usual care group. For those without T2DM, the intervention had essentially no effect, with those who received the HBKC intervention having an average PAM total scores that was 1.4 points (95% C.I.: -12.4 to 9.6) lower than those who received usual care. There was a significantly different HBKC treatment effect by T2DM status (p = 0.02). CONCLUSION This secondary analysis suggests that the effectiveness of this HBKC intervention on increasing patient activation is most notable among those CKD patients who also have T2DM.
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Affiliation(s)
- V Shane Pankratz
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - E Eunice Choi
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - Fares Qeadan
- Division of Public Health, Department of Family and Preventative Medicine, University of Utah, Salt Lake City, UT, USA
| | - Donica Ghahate
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - Jeanette Bobelu
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - Robert G Nelson
- Chronic Kidney Disease Section, Phoenix Epidemiology and Clinical Research Branch, NIDDK, NIH, Phoenix, AZ, USA
| | - Thomas Faber
- Indian Health Service, Zuni Comprehensive Care Center, NM, USA
| | - Vallabh O Shah
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA.
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15
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Tsai YC, Wang SL, Tsai HJ, Chen TH, Kung LF, Hsiao PN, Hsiao SM, Hwang SJ, Chen HC, Chiu YW. The interaction between self-care behavior and disease knowledge on the decline in renal function in chronic kidney disease. Sci Rep 2021; 11:401. [PMID: 33432037 PMCID: PMC7801646 DOI: 10.1038/s41598-020-79873-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 11/26/2020] [Indexed: 11/09/2022] Open
Abstract
Multidisciplinary care can improve the outcomes of chronic kidney disease (CKD), however the contribution of self-care behavior and knowledge about CKD is unclear. This study enrolled 454 participants with CKD stages 1-5 not on dialysis. Structured questionnaires were used to evaluate self-care behavior and kidney disease knowledge. Rapid decline in renal function was defined as the decline in estimated filtration rate > 3 ml/min per 1.73 m2/year within 1-year prior to enrollment. The mean age of all study participants was 65.8 ± 12.1 years and 55.9% were male. The elderly had better self-care behavior while younger participants had better disease knowledge. Both high self-care and high disease knowledge scores were significantly associated with and had a synergistic effect on decreasing the risk of rapid decline in renal function. CKD patients with better self-care behavior and better kidney disease knowledge had lower risk of rapid decline in renal function.
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Affiliation(s)
- Yi-Chun Tsai
- Department of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, 100 TzYou 1st Road, Kaohsiung, 807, Taiwan.,Division of General Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.,Faculty of Renal Care, Kaohsiung Medical University, Kaohsiung, Taiwan.,School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.,Cohort Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Shu-Li Wang
- Department of Nursing, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Hui-Ju Tsai
- Department of Family Medicine, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Tzu-Hui Chen
- Department of Nursing, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Lan-Fang Kung
- Department of Nursing, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Pei-Ni Hsiao
- Department of Nursing, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Shih-Ming Hsiao
- Department of Nursing, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Shang-Jyh Hwang
- Department of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, 100 TzYou 1st Road, Kaohsiung, 807, Taiwan.,Faculty of Renal Care, Kaohsiung Medical University, Kaohsiung, Taiwan.,School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Hung-Chun Chen
- Department of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, 100 TzYou 1st Road, Kaohsiung, 807, Taiwan.,Faculty of Renal Care, Kaohsiung Medical University, Kaohsiung, Taiwan.,School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yi-Wen Chiu
- Department of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, 100 TzYou 1st Road, Kaohsiung, 807, Taiwan. .,Faculty of Renal Care, Kaohsiung Medical University, Kaohsiung, Taiwan. .,School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
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16
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Cohen JB, Schrauben SJ, Zhao L, Basso MD, Cvijic ME, Li Z, Yarde M, Wang Z, Bhattacharya PT, Chirinos DA, Prenner S, Zamani P, Seiffert DA, Car BD, Gordon DA, Margulies K, Cappola T, Chirinos JA. Clinical Phenogroups in Heart Failure With Preserved Ejection Fraction: Detailed Phenotypes, Prognosis, and Response to Spironolactone. JACC. HEART FAILURE 2020; 8:172-184. [PMID: 31926856 PMCID: PMC7058514 DOI: 10.1016/j.jchf.2019.09.009] [Citation(s) in RCA: 241] [Impact Index Per Article: 48.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Accepted: 09/04/2019] [Indexed: 02/06/2023]
Abstract
OBJECTIVES This study sought to assess if clinical phenogroups differ in comprehensive biomarker profiles, cardiac and arterial structure/function, and responses to spironolactone therapy. BACKGROUND Previous studies identified distinct subgroups (phenogroups) of patients with heart failure with preserved ejection fraction (HFpEF). METHODS Among TOPCAT (Treatment of Preserved Cardiac Function Heart Failure with an Aldosterone Antagonist Trial) participants, we performed latent-class analysis to identify HFpEF phenogroups based on standard clinical features and assessed differences in multiple biomarkers measured from frozen plasma; cardiac and arterial structure/function measured with echocardiography and arterial tonometry; prognosis; and response to spironolactone. RESULTS Three HFpEF phenogroups were identified. Phenogroup 1 (n = 1,214) exhibited younger age, higher prevalence of smoking, preserved functional class, and the least evidence of left ventricular (LV) hypertrophy and arterial stiffness. Phenogroup 2 (n = 1,329) was older, with normotrophic concentric LV remodeling, atrial fibrillation, left atrial enlargement, large-artery stiffening, and biomarkers of innate immunity and vascular calcification. Phenogroup 3 (n = 899) demonstrated more functional impairment, obesity, diabetes, chronic kidney disease, concentric LV hypertrophy, high renin, and biomarkers of tumor necrosis factor-alpha-mediated inflammation, liver fibrosis, and tissue remodeling. Compared with phenogroup 1, phenogroup 3 exhibited the highest risk of the primary endpoint of cardiovascular death, heart failure hospitalization, or aborted cardiac arrest (hazard ratio [HR]: 3.44; 95% confidence interval [CI]: 2.79 to 4.24); phenogroups 2 and 3 demonstrated similar all-cause mortality (phenotype 2 HR: 2.36; 95% CI: 1.89 to 2.95; phenotype 3 HR: 2.26, 95% CI: 1.77 to 2.87). Spironolactone randomized therapy was associated with a more pronounced reduction in the risk of the primary endpoint in phenogroup 3 (HR: 0.75; 95% CI: 0.59 to 0.95; p for interaction = 0.016). Results were similar after excluding participants from Eastern Europe. CONCLUSIONS We identified important differences in circulating biomarkers, cardiac/arterial characteristics, prognosis, and response to spironolactone across clinical HFpEF phenogroups. These findings suggest distinct underlying mechanisms across clinically identifiable phenogroups of HFpEF that may benefit from different targeted interventions.
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Affiliation(s)
- Jordana B Cohen
- Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sarah J Schrauben
- Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Lei Zhao
- Bristol-Myers Squibb Company, Lawrenceville, New Jersey
| | | | | | - Zhuyin Li
- Bristol-Myers Squibb Company, Lawrenceville, New Jersey
| | - Melissa Yarde
- Bristol-Myers Squibb Company, Lawrenceville, New Jersey
| | - Zhaoqing Wang
- Bristol-Myers Squibb Company, Lawrenceville, New Jersey
| | - Priyanka T Bhattacharya
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Division of Hospital Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Diana A Chirinos
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Stuart Prenner
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Payman Zamani
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | | | - Bruce D Car
- Bristol-Myers Squibb Company, Lawrenceville, New Jersey
| | | | - Kenneth Margulies
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Thomas Cappola
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Julio A Chirinos
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
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Hall RK, Davenport CA, Sims M, Colón-Emeric C, Washington T, St. Clair Russell J, Pendergast J, Bhavsar N, Scialla J, Tyson CC, Wang W, Min YI, Young B, Boulware LE, Diamantidis CJ. Association of functional and structural social support with chronic kidney disease among African Americans: the Jackson Heart Study. BMC Nephrol 2019; 20:262. [PMID: 31307430 PMCID: PMC6633656 DOI: 10.1186/s12882-019-1432-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 06/23/2019] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND There is limited evidence on the relationship between social support and renal outcomes in African Americans. We sought to determine the association of social support with prevalent chronic kidney disease (CKD) and kidney function decline in an African American cohort. We also examined whether age modifies the association between social support and kidney function decline. METHODS We identified Jackson Heart Study (JHS) participants with baseline (Exam in 2000-2004) functional and structural social support data via the Interpersonal Support Evaluation List (ISEL) and social network size questions, respectively. With ISEL as our primary exposure variable, we performed multivariable regression models to evaluate the association between social support and prevalent CKD [estimated glomerular filtration rate (eGFR) < 60 ml/min/1.73 m2 or urine albumin-creatinine ratio (ACR) ≥30 mg/g], eGFR decline, and rapid renal function decline (RRFD) (> 30% decrease in eGFR over approximately 10 years). All models were adjusted for baseline sociodemographics, diabetes, hypertension, smoking status, and body mass index; models for eGFR decline and RRFD were additionally adjusted for eGFR and ACR. In models for eGFR decline, we assessed for interaction between age and social support. For secondary analyses, we replaced ISEL with its individual domains (appraisal, belonging, self-esteem, and tangible) and social network size in separate models as exposure variables. RESULTS Of 5301 JHS participants, 4015 (76%) completed the ISEL at baseline. 843 (21%) had low functional social support (ISEL score < 32). Participants with low (vs. higher) functional social support were more likely to have lower income (47% vs. 28%), be current or former tobacco users (39% vs. 30%), have diabetes (25% vs. 21%) or CKD (14% vs. 12%). After multivariable adjustment, neither ISEL or social network size were independently associated with prevalent CKD, eGFR decline, or RRFD. Of the ISEL domains, only higher self-esteem was associated with lower odds of prevalent CKD [OR 0.94 (95% CI 0.89-0.99)]. The associations between social support measures and eGFR decline were not modified by age. CONCLUSIONS In this African-American cohort, social support was not associated with prevalent CKD or kidney function decline. Further inquiry of self-esteem's role in CKD self-management and renal outcomes is warranted.
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Affiliation(s)
| | | | - Mario Sims
- University of Mississippi Medical Center, Jackson, MS USA
| | | | | | | | | | | | | | | | - Wei Wang
- University of Mississippi Medical Center, Jackson, MS USA
| | - Yuan-I Min
- University of Mississippi Medical Center, Jackson, MS USA
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Schrauben SJ, Hsu JY, Wright Nunes J, Fischer MJ, Srivastava A, Chen J, Charleston J, Steigerwalt S, Tan TC, Fink JC, Ricardo AC, Lash JP, Wolf M, Feldman HI, Anderson AH. Health Behaviors in Younger and Older Adults With CKD: Results From the CRIC Study. Kidney Int Rep 2019; 4:80-93. [PMID: 30596171 PMCID: PMC6308910 DOI: 10.1016/j.ekir.2018.09.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Accepted: 09/04/2018] [Indexed: 10/31/2022] Open
Abstract
INTRODUCTION A cornerstone of kidney disease management is participation in guideline-recommended health behaviors. However, the relationship of these health behaviors with outcomes, and the identification of barriers to health behavior engagement, have not been described among younger and older adults with chronic kidney disease. METHODS Data from a cohort study of 5499 individuals with chronic kidney disease was used to identify health behavior patterns with latent class analysis stratified by age <65 and ≥65 years. Cox models, stratified by diabetes, assessed the association of health behavior patterns with chronic kidney disease (CKD) progression, atherosclerotic events, and death. Logistic regression was used to assess for barriers to health behavior engagement. RESULTS Three health behavior patterns were identified: 1 "healthy" pattern, and 2 "less healthy" patterns comprising 1 pattern with more obesity and sedentary activity and 1 with more smoking and less obesity. Less healthy patterns were associated with an increased hazard of poor outcomes. Among participants <65 years of age, the less healthy patterns (vs. healthy pattern) was associated with an increased hazard of death in diabetic individuals (hazard ratio [HR] = 2.17, 95% confidence interval [CI] = 1.09-4.29; and HR = 2.50, 95% CI = 1.39-4.50) and cardiovascular events among nondiabetic individuals (HR = 1.49, 95% CI = 1.04-2.43; and HR = 2.97, 95% CI = 1.49-5.90). Individuals with the more obese/sedentary pattern had an increased risk of CKD progression in those who were diabetic (HR = 1.34, 95% CI = 1.13-1.59). Among older adults, the less healthy patterns were associated with increased risk of death (HR = 2.97, 95% CI = 1.43-6.19; and HR = 3.47, 95% CI = 1.48-8.11) in those who were nondiabetic. Potential barriers to recommended health behaviors include lower health literacy and self-efficacy. CONCLUSION Identifying health behavior patterns and barriers may help target high-risk groups for strategies to increase participation in health behaviors.
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Affiliation(s)
- Sarah J. Schrauben
- Division of Renal, Electrolyte, and Hypertension, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jesse Y. Hsu
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Julie Wright Nunes
- Department of Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Michael J. Fischer
- Department of Medicine, University of Illinois at Chicago, and Center of Management for Complex Chronic Healthcare, Jesse Brown Veterans Affairs Medical Center, Chicago, Illinois, USA
| | - Anand Srivastava
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Jing Chen
- Department of Medicine, Tulane University, New Orleans, Louisiana, USA
| | | | - Susan Steigerwalt
- Department of Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Jeffrey C. Fink
- Department of Medicine, University of Maryland, Baltimore, Maryland, USA
| | - Ana C. Ricardo
- Department of Medicine, University of Illinois at Chicago, and Center of Management for Complex Chronic Healthcare, Jesse Brown Veterans Affairs Medical Center, Chicago, Illinois, USA
| | - James P. Lash
- Department of Medicine, University of Illinois at Chicago, and Center of Management for Complex Chronic Healthcare, Jesse Brown Veterans Affairs Medical Center, Chicago, Illinois, USA
| | - Myles Wolf
- Department of Medicine, Duke University, Durham, North Carolina, USA
| | - Harold I. Feldman
- Division of Renal, Electrolyte, and Hypertension, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Amanda H. Anderson
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
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