1
|
Azhar A, Defor E, Bandyopadhyay D, Kamal L, Tanriover B, Gupta G. "Long-term effects of center volume on transplant outcomes in adult kidney transplant recipients". PLoS One 2024; 19:e0301425. [PMID: 38843258 PMCID: PMC11156332 DOI: 10.1371/journal.pone.0301425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 03/17/2024] [Indexed: 06/09/2024] Open
Abstract
BACKGROUND The influence of center volume on kidney transplant outcomes is a topic of ongoing debate. In this study, we employed competing risk analyses to accurately estimate the marginal probability of graft failure in the presence of competing events, such as mortality from other causes with long-term outcomes. The incorporation of immunosuppression protocols and extended follow-up offers additional insights. Our emphasis on long-term follow-up aligns with biological considerations where competing risks play a significant role. METHODS We examined data from 219,878 adult kidney-only transplantations across 256 U.S. transplant centers (January 2001-December 2015) sourced from the Organ Procurement and Transplantation Network registry. Centers were classified into quartiles by annual volume: low (Q1 = 28), medium (Q2 = 75), medium-high (Q3 = 121), and high (Q4 = 195). Our study investigated the relationship between center volume and 5-year outcomes, focusing on graft failure and mortality. Sub-population analyses included deceased donors, living donors, diabetic recipients, those with kidney donor profile index >85%, and re-transplants from deceased donors. RESULTS Adjusted cause-specific hazard ratios (aCHR) for Five-Year Graft Failure and Patient Death were examined by center volume, with low-volume centers as the reference standard (aCHR: 1.0). In deceased donors, medium-high and high-volume centers showed significantly lower cause-specific hazard ratios for graft failure (medium-high aCHR = 0.892, p<0.001; high aCHR = 0.953, p = 0.149) and patient death (medium-high aCHR = 0.828, p<0.001; high aCHR = 0.898, p = 0.003). Among living donors, no significant differences were found for graft failure, while a trend towards lower cause-specific hazard ratios for patient death was observed in medium-high (aCHR = 0.895, p = 0.107) and high-volume centers (aCHR = 0.88, p = 0.061). CONCLUSION Higher center volume is associated with significantly lower cause-specific hazard ratios for graft failure and patient death in deceased donors, while a trend towards reduced cause-specific hazard ratios for patient death is observed in living donors.
Collapse
Affiliation(s)
- Ambreen Azhar
- Division of Nephrology, Department of Medicine, Virginia Commonwealth University, Richmond, VA
| | - Edem Defor
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA
| | | | - Layla Kamal
- Division of Nephrology, Department of Medicine, Virginia Commonwealth University, Richmond, VA
| | - Bekir Tanriover
- Division of Nephrology, Department of Medicine, College of Medicine, University of Arizona, Tucson, AZ
| | - Gaurav Gupta
- Division of Nephrology, Department of Medicine, Virginia Commonwealth University, Richmond, VA
| |
Collapse
|
2
|
Yau K, Jeyakumar N, Kang Y, Dixon SN, Freeman M, Garg AX, Harel Z, Sood MM, Thomas A, Wald R, Silver SA. Association of Primary Versus Rotating Nephrologist Model of Care in Hemodialysis Programs with Patient Outcomes. J Am Soc Nephrol 2023; 34:1155-1158. [PMID: 37022115 PMCID: PMC10356167 DOI: 10.1681/asn.0000000000000133] [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: 10/18/2022] [Accepted: 03/16/2023] [Indexed: 04/07/2023] Open
Abstract
SIGNIFICANCE STATEMENT Nephrologist staffing models for patients receiving hemodialysis vary widely. Patients may be cared for continuously by a single primary nephrologist or by a group of nephrologists on a rotating basis. It remains unclear whether these differing care models influence clinical outcomes. In this population-based cohort study of more than 14,000 incident patients on maintenance hemodialysis from Ontario, Canada, we found no difference in mortality, kidney transplantation, home dialysis initiation, hospitalizations, or emergency department visits when care was provided by a single primary nephrologist or a rotating group of nephrologists. These results suggest that primary nephrologist models do not necessarily improve objective clinical outcomes, providing reassurance to patients, providers, and administrators that both models are acceptable options.
Collapse
Affiliation(s)
- Kevin Yau
- Division of Nephrology, St. Michael's Hospital, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Nivethika Jeyakumar
- ICES, Toronto, Ontario, Canada
- London Health Sciences Centre, Lawson Health Research Institute, London, Ontario, Canada
| | - Yuguang Kang
- ICES, Toronto, Ontario, Canada
- London Health Sciences Centre, Lawson Health Research Institute, London, Ontario, Canada
| | - Stephanie N. Dixon
- ICES, Toronto, Ontario, Canada
- London Health Sciences Centre, Lawson Health Research Institute, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
| | - Megan Freeman
- Division of Nephrology, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Amit X. Garg
- ICES, Toronto, Ontario, Canada
- London Health Sciences Centre, Lawson Health Research Institute, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
| | - Ziv Harel
- Division of Nephrology, St. Michael's Hospital, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
| | - Manish M. Sood
- ICES, Toronto, Ontario, Canada
- Division of Nephrology, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - Alison Thomas
- Division of Nephrology, St. Michael's Hospital, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
- Interprofessional Practice Based Research Program, St. Michael's Hospital, Toronto, Ontario, Canada
- Bloomberg Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada
| | - Ron Wald
- Division of Nephrology, St. Michael's Hospital, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
| | - Samuel A. Silver
- ICES, Toronto, Ontario, Canada
- Division of Nephrology, Kingston Health Sciences Centre, Queen's University, Kingston, Ontario, Canada
| |
Collapse
|
3
|
Park HC, Choi HY, Kim DH, Cho AJ, Kwon YE, Ryu DR, Yang KH, Won ,EM, Shin JH, Kim J, Lee YK. Hemodialysis facility star rating affects mortality in chronic hemodialysis patients: a longitudinal observational cohort study. Kidney Res Clin Pract 2023; 42:109-116. [PMID: 36328993 PMCID: PMC9902734 DOI: 10.23876/j.krcp.22.039] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 05/16/2022] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND Many countries have their own hemodialysis (HD) quality assurance programs and star rating systems for HD facilities. However, the effects of HD quality assurance programs on patient mortality are not well understood. Therefore, in the present study, the effects of the Korean HD facility star rating on patient mortality in maintenance HD patients were evaluated. METHODS This longitudinal, observational cohort study included 35,271 patients receiving HD treatment from 741 facilities. The fivestar ratings of HD facilities were determined based on HD quality assessment data from 2015, which includes 12 quality measures in structural, procedural, and outcome domains. The patients were grouped into high (three to five stars) and low (one or two stars) groups based on HD facility star rating. Cox proportional hazards model was used to evaluate the effects of star rating on patient mortality during the mean follow-up duration of 3 years. RESULTS The patient ratio between high and low HD facility star rating groups was 82.0% vs. 18.0%. The patients in the low star rating group showed lower single-pool Kt/V and higher calcium and phosphorus levels compared with subjects in the high star rating group. After adjusting for sociodemographic and clinical parameters, the HD facility star rating independently increased the mortality risk (hazard ratio, 1.11; 95% confidence interval, 1.04-1.18; p = 0.002). CONCLUSION The HD facilities with low star rating showed higher patient mortality.
Collapse
Affiliation(s)
- Hayne Cho Park
- Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Republic of Korea,Kidney Research Institute, Hallym University, Seoul, Republic of Korea
| | | | - Do Hyoung Kim
- Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Republic of Korea,Kidney Research Institute, Hallym University, Seoul, Republic of Korea
| | - AJin Cho
- Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Republic of Korea,Kidney Research Institute, Hallym University, Seoul, Republic of Korea
| | - Young Eun Kwon
- Department of Internal Medicine, Myongji Hospital, Hanyang University College of Medicine, Goyang, Republic of Korea
| | - Dong-Ryeol Ryu
- Department of Internal Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, Republic of Korea
| | - Ki Hwa Yang
- Healthcare Review and Assessment Committee, Health Insurance Review and Assessment Service, Wonju, Republic of Korea
| | - , Eun Mi Won
- Division of Chronic Disease Assessment, Health Insurance Review and Assessment Service, Wonju, Republic of Korea
| | - Ji Hyeon Shin
- Division of Quality Assessment Management, Health Insurance Review and Assessment Service, Wonju, Republic of Korea
| | - Jinseog Kim
- Department of Big Data and Applied Statistics, College of Science and Technology, Dongguk University, Gyeongju, Republic of Korea
| | - Young-Ki Lee
- Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Republic of Korea,Kidney Research Institute, Hallym University, Seoul, Republic of Korea,Correspondence: Young-Ki Lee Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, 1 Singil-ro, Yeongdeungpo-gu, Seoul 07441, Republic of Korea. E-mail:
| |
Collapse
|
4
|
Dialysis symptom index burden and symptom clusters in a prospective cohort of dialysis patients. J Nephrol 2022; 35:1427-1436. [PMID: 35429297 PMCID: PMC9217843 DOI: 10.1007/s40620-022-01313-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Accepted: 03/19/2022] [Indexed: 12/16/2022]
Abstract
Background Dialysis patients experience a high symptom burden, which may adversely impact their quality of life. Whereas other specialties emphasize routine symptom assessment, symptom burden is not well-characterized in dialysis patients. We sought to examine the prevalence and severity of unpleasant symptoms in a prospective hemodialysis cohort. Methods Among 122 hemodialysis patients from the prospective Malnutrition, Diet, and Racial Disparities in Chronic Kidney Disease (CKD) study, CKD-associated symptoms were ascertained by the Dialysis Symptom Index, a validated survey assessing symptom burden/severity (with higher scores indicating greater symptom severity), over 6/2020–10/2020. We examined the presence of (1) individual symptoms and symptom severity scores, and (2) symptom clusters (defined as ≥ 2 related concurrent symptoms), as well as correlations with clinical characteristics. Results Symptom severity scores were higher among non-Hispanic White and Hispanic patients, whereas scores were lower in Black and Asian/Pacific Islander patients. In the overall cohort, the most common individual symptoms included feeling tired/lack of energy (71.3%), dry skin (61.5%), trouble falling asleep (44.3%), muscle cramps (42.6%), and itching (42.6%), with similar patterns observed across racial/ethnic groups. The most prevalent symptom clusters included feeling tired/lack of energy + trouble falling asleep (37.7%); trouble falling asleep + trouble staying asleep (34.4%); and feeling tired/lack of energy + trouble staying asleep (32.0%). Lower hemoglobin, iron stores, and dialysis adequacy correlated with higher individual and overall symptom severity scores. Conclusion We observed a high prevalence of unpleasant symptoms and symptom clusters in a diverse hemodialysis cohort. Further studies are needed to identify targeted therapies that ameliorate symptom burden in CKD. Graphical abstract ![]()
Supplementary Information The online version contains supplementary material available at 10.1007/s40620-022-01313-0.
Collapse
|
5
|
Gaietto KJ, Williams ME. ATTENTION: Workforce shortages as a barrier to optimal dialysis. Semin Dial 2020; 33:505-512. [PMID: 33094515 DOI: 10.1111/sdi.12920] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Providing optimal end-stage kidney disease (ESKD) management requires an adequately trained and sufficiently staffed workforce, including doctors, nurses, and patient care technicians (PCTs). The growing need for ESKD services for a surging population of dialysis-dependent patients has made obvious a workforce crisis affecting nephrology. For a multitude of reasons, the physician workforce supply available to provide dialysis care has failed to expand commensurate with patients need in recent years. Of most importance, fewer US trainees are choosing to enter nephrology, and fewer international medical graduates are available to fill training program rosters. Equally important but less frequently cited are occupational shortages of trained dialysis nurses and PCTs. This article brings attention to this complex workforce shortage and addresses the limited information available regarding how it might constitute a barrier to optimal dialysis care.
Collapse
Affiliation(s)
| | - Mark E Williams
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
6
|
|
7
|
Wang Y, Nguyen FNHL, Allen JC, Lew JQL, Tan NC, Jafar TH. Validation of the kidney failure risk equation for end-stage kidney disease in Southeast Asia. BMC Nephrol 2019; 20:451. [PMID: 31801468 PMCID: PMC6894117 DOI: 10.1186/s12882-019-1643-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Accepted: 11/25/2019] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Patients with chronic kidney disease (CKD) are at high risk of end-stage kidney disease (ESKD). The Kidney Failure Risk Equation (KFRE), which predicts ESKD risk among patients with CKD, has not been validated in primary care clinics in Southeast Asia (SEA). Therefore, we aimed to (1) evaluate the performance of existing KFRE equations, (2) recalibrate KFRE for better predictive precision, and (3) identify optimally feasible KFRE thresholds for nephrologist referral and dialysis planning in SEA. METHODS All patients with CKD visiting nine primary care clinics from 2010 to 2013 in Singapore were included and applied 4-variable KFRE equations incorporating age, sex, estimated glomerular filtration rate (eGFR), and albumin-to-creatinine ratio (ACR). ESKD onset within two and five years were acquired via linkage to the Singapore Renal Registry. A weighted Brier score (the squared difference between observed vs predicted ESKD risks), bias (the median difference between observed vs predicted ESKD risks) and precision (the interquartile range of the bias) were used to select the best-calibrated KFRE equation. RESULTS The recalibrated KFRE (named Recalibrated Pooled KFRE SEA) performed better than existing and other recalibrated KFRE equations in terms of having a smaller Brier score (square root: 2.8% vs. 4.0-9.3% at 5 years; 2.0% vs. 6.1-9.1% at 2 years), less bias (2.5% vs. 3.3-5.2% at 5 years; 1.8% vs. 3.2-3.6% at 2 years), and improved precision (0.5% vs. 1.7-5.2% at 5 years; 0.5% vs. 3.8-4.2% at 2 years). Area under ROC curve for the Recalibrated Pooled KFRE SEA equations were 0.94 (95% confidence interval [CI]: 0.93 to 0.95) at 5 years and 0.96 (95% CI: 0.95 to 0.97) at 2 years. The optimally feasible KFRE thresholds were > 10-16% for 5-year nephrologist referral and > 45% for 2-year dialysis planning. Using the Recalibrated Pooled KFRE SEA, an estimated 82 and 89% ESKD events were included among 10% of subjects at highest estimated risk of ESKD at 5-year and 2-year, respectively. CONCLUSIONS The Recalibrated Pooled KFRE SEA performs better than existing KFREs and warrants implementation in primary care settings in SEA.
Collapse
Affiliation(s)
- Yeli Wang
- Program in Health Services and Systems Research, Duke-NUS Medical School, 8 College Road, Singapore, Singapore
| | | | - John C Allen
- Center for Quantitative Medicine, Office of Clinical Sciences, Duke-NUS Medical School, Singapore, Singapore
| | | | - Ngiap Chuan Tan
- Health Services Research Centre, SingHealth, Singapore, Singapore.,SingHealth Polyclinics, Singapore, Singapore.,SingHealth-Duke NUS Family Academic Clinical Program, Singapore, Singapore
| | - Tazeen H Jafar
- Program in Health Services and Systems Research, Duke-NUS Medical School, 8 College Road, Singapore, Singapore. .,Health Services Research Centre, SingHealth, Singapore, Singapore. .,Department of Renal Medicine, Singapore General Hospital, Singapore, Singapore. .,Duke Global Health Institute, Duke University, Durham, NC, USA.
| |
Collapse
|
8
|
Repatriation of Patients to Referral Centers and Outcomes After Kidney Transplantation: A Single-center Analysis From the United Kingdom. Transplant Direct 2018; 4:e399. [PMID: 30534590 PMCID: PMC6233663 DOI: 10.1097/txd.0000000000000834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 08/20/2018] [Indexed: 11/26/2022] Open
Abstract
Background The aim of this study was to compare posttransplant outcomes of kidney allograft recipients between those followed up at transplant centers and those that were repatriated back to referral renal units. Methods We analyzed data for 1375 consecutive patients transplanted in a single center in the United Kingdom. Patients were stratified into 3 groups: (1) externally referred patients with repatriation back for external follow-up (repatriated, n = 463), (2) externally referred patients not repatriated and followed-up internally at transplant center (nonrepatriated, n = 365), and (3) internally referred patients within transplant center with continued internal transplant center follow-up (internal, n = 547). Patient and death-censored graft survival were compared between groups on both univariable and multivariable analyses. Results Baseline comparisons found that the nonrepatriated group had increased risk for prolonged length of stay and delayed graft function compared with repatriated patients. The nonrepatriated group had significantly shorter survival compared to the repatriated patients (90.2% vs 94.1% at 5 years, P = 0.013), which persisted after adjustment for confounders on multivariable analysis (hazard ratio, 1.86; 95% confidence interval, 1.06-3.28; P = 0.032). Death-censored graft survival was not found to differ significantly between the 3 groups (P = 0.192). Conclusions Our results provide reassurance regarding repatriation of care after kidney transplantation for the United Kingdom. Nonrepatriated patients are identified as a high-risk group for increased mortality, but further investigation is warranted to probe this heterogeneous group and validate in a non-United Kingdom cohort.
Collapse
|
9
|
Grubbs V. Meeting the Palliative Care Needs of Maintenance Hemodialysis Patients: Beyond the Math. Clin J Am Soc Nephrol 2018; 13:1138-1139. [PMID: 30026284 PMCID: PMC6086696 DOI: 10.2215/cjn.07390618] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Vanessa Grubbs
- University of California, San Francisco, California; and
- Zuckerberg San Francisco General Hospital, San Francisco, California
| |
Collapse
|
10
|
Streja E, Kovesdy CP, Soohoo M, Obi Y, Rhee CM, Park C, Chen JL, Nakata T, Nguyen DV, Amin AN, Jacobsen SJ, Sim JJ, Kalantar-Zadeh K. Dialysis Provider and Outcomes among United States Veterans Who Transition to Dialysis. Clin J Am Soc Nephrol 2018; 13:1055-1062. [PMID: 29903898 PMCID: PMC6032569 DOI: 10.2215/cjn.12951117] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 04/19/2018] [Indexed: 01/09/2023]
Abstract
BACKGROUND AND OBJECTIVES Veterans with ESKD initiate dialysis under the Veterans Health Administration (VHA), an integrated health system, or are outsourced to non-VHA providers. It is unknown whether outcomes differ according to their dialysis provider at initiation. We sought to evaluate the association between dialysis provider and mortality and hospitalization among United States veterans initiating dialysis. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS Among 68,727 United States veterans who initiated dialysis in 2007-2014, we examined the association of dialysis provider (VHA versus non-VHA) at initiation with mortality and hospitalization rates in the first 12 months post-initiation. Associations were examined across adjusted models, accounting for demographics and comorbidities. RESULTS Patients were 72±11 years, 5% were women, 24% were black, and 10% (n=7584) initiated at VHA dialysis centers. VHA dialysis center patients were younger, more likely to be black, had fewer cardiovascular comorbidities, and lower eGFR at dialysis initiation. VHA provider patients were more likely to be hospitalized in the first 12 months (adjusted incidence rate ratio, 1.10; 95% confidence interval, 1.07 to 1.14), but had lower all-cause mortality risk (adjusted hazard ratio, 0.87; 95% confidence interval, 0.83 to 0.93) in fully adjusted models. CONCLUSIONS Veteran patients initiating dialysis with a VHA dialysis provider appear to have a lower mortality risk but higher hospitalization rates than veterans initiating dialysis at non-VHA dialysis units.
Collapse
Affiliation(s)
- Elani Streja
- Harold Simmons Program in Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension and
- Nephrology Section, Tibor Rubin Veterans Affairs Medical Center, Long Beach, California
| | - Csaba Pal Kovesdy
- Nephrology Section, Memphis Veterans Affairs Medical Center, Memphis, Tennessee
- Division of Nephrology, University of Tennessee Health Science Center, Memphis, Tennessee; and
| | - Melissa Soohoo
- Harold Simmons Program in Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension and
| | - Yoshitsugu Obi
- Harold Simmons Program in Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension and
| | - Connie M. Rhee
- Harold Simmons Program in Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension and
- Nephrology Section, Tibor Rubin Veterans Affairs Medical Center, Long Beach, California
| | - Christina Park
- Harold Simmons Program in Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension and
| | - Joline L.T. Chen
- Nephrology Section, Tibor Rubin Veterans Affairs Medical Center, Long Beach, California
| | - Tracy Nakata
- Harold Simmons Program in Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension and
| | - Danh V. Nguyen
- Department of Medicine, University of California, Irvine, Orange, California; and
| | - Alpesh N. Amin
- Department of Medicine, University of California, Irvine, Orange, California; and
| | - Steven J. Jacobsen
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - John J. Sim
- Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California
| | - Kamyar Kalantar-Zadeh
- Harold Simmons Program in Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension and
- Nephrology Section, Tibor Rubin Veterans Affairs Medical Center, Long Beach, California
| |
Collapse
|
11
|
Osman MA, Alrukhaimi M, Ashuntantang GE, Bellorin-Font E, Benghanem Gharbi M, Braam B, Courtney M, Feehally J, Harris DC, Jha V, Jindal K, Johnson DW, Kalantar-Zadeh K, Kazancioglu R, Klarenbach S, Levin A, Lunney M, Okpechi IG, Olanrewaju TO, Perl J, Rashid HU, Rondeau E, Salako BL, Samimi A, Sola L, Tchokhonelidze I, Wiebe N, Yang CW, Ye F, Zemchenkov A, Zhao MH, Bello AK. Global nephrology workforce: gaps and opportunities toward a sustainable kidney care system. Kidney Int Suppl (2011) 2018; 8:52-63. [PMID: 30675439 PMCID: PMC6336213 DOI: 10.1016/j.kisu.2017.10.009] [Citation(s) in RCA: 103] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
The health workforce is the cornerstone of any health care system. An adequately trained and sufficiently staffed workforce is essential to reach universal health coverage. In particular, a nephrology workforce is critical to meet the growing worldwide burden of kidney disease. Despite some attempts, the global nephrology workforce and training capacity remains widely unknown. This multinational cross-sectional survey was part of the Global Kidney Health Atlas project, a new initiative administered by the International Society of Nephrology (ISN). The objective of this study was to address the existing global nephrology workforce and training capacity. The questionnaire was administered online, and all data were analyzed and presented by ISN regions and World Bank country classification. Overall, 125 United Nations member states responded to the entire survey, with 121 countries responding to survey questions pertaining to the nephrology workforce. The global nephrologist density was 8.83 per million population (PMP); high-income countries reported a nephrologist density of 28.52 PMP compared with 0.31 PMP in low-income countries. Similarly, the global nephrologist trainee density was 1.87 PMP; high-income countries reported a 30 times greater nephrology trainee density than low-income countries (6.03 PMP vs. 0.18 PMP). Countries reported a shortage in all care providers in nephrology. A nephrology training program existed in 79% of countries, ranging from 97% in high-income countries to 41% in low-income countries. In countries with a training program, the majority (86%) of programs were 2 to 4 years, and the most common training structure (56%) was following general internal medicine. We found significant variation in the global density of nephrologists and nephrology trainees and shortages in all care providers in nephrology; the gap was more prominent in low-income countries, particularly in African and South Asian ISN regions. These findings point to significant gaps in the current nephrology workforce and opportunities for countries and regions to develop and maintain a sustainable workforce.
Collapse
Affiliation(s)
- Mohamed A. Osman
- Department of Medicine, Division of Nephrology, University of Alberta, Edmonton, Alberta, Canada
| | - Mona Alrukhaimi
- Department of Medicine, Dubai Medical College, Dubai, United Arab Emirates
| | - Gloria E. Ashuntantang
- Faculty of Medicine and Biomedical Sciences, Yaounde General Hospital, University of Yaounde I, Yaounde, Cameroon
| | - Ezequiel Bellorin-Font
- Division of Nephrology and Kidney Transplantation, Hospital Universitario de Caracas, Universidad Central de Venezuela, Caracas, Venezuela
| | - Mohammed Benghanem Gharbi
- Urinary Tract Diseases Department, Faculty of Medicine and Pharmacy of Casablanca, University Hassan II of Casablanca, Casablanca, Morocco
| | - Branko Braam
- Department of Medicine, Division of Nephrology, University of Alberta, Edmonton, Alberta, Canada
| | - Mark Courtney
- Department of Medicine, Division of Nephrology, University of Alberta, Edmonton, Alberta, Canada
| | - John Feehally
- Department of Infection, Inflammation and Immunity, University Hospitals of Leicester, University of Leicester, Leicester, UK
| | - David C. Harris
- Centre for Transplantation and Renal Research, Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Vivekanand Jha
- George Institute for Global Health India, New Delhi, India
- University of Oxford, Oxford, UK
| | - Kailash Jindal
- Department of Medicine, Division of Nephrology, University of Alberta, Edmonton, Alberta, Canada
| | - David W. Johnson
- Centre for Kidney Disease Research, University of Queensland at Princess Alexandra Hospital, Brisbane, Australia
- Translational Research Institute, Brisbane, Australia
- Department of Nephrology, Metro South and Ipswich Nephrology and Transplant Services (MINTS), Princess Alexandra Hospital, Brisbane, Australia
| | - Kamyar Kalantar-Zadeh
- Division of Nephrology and Hypertension, University of California Irvine Medical Center, Orange, California, USA
| | | | - Scott Klarenbach
- Department of Medicine, Division of Nephrology, University of Alberta, Edmonton, Alberta, Canada
| | - Adeera Levin
- Department of Medicine, Division of Nephrology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Meaghan Lunney
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Ikechi G. Okpechi
- Division of Nephrology and Hypertension, University of Cape Town, Cape Town, South Africa
- Kidney and Hypertension Research Unit, University of Cape Town, Cape Town, South Africa
| | | | - Jeffrey Perl
- Division of Nephrology, St. Michael’s Hospital and the Keenan Research Centre in the Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada
- Department of Medicine, Division of Nephrology, University of Toronto, Toronto, Ontario, Canada
| | - Harun Ur Rashid
- Department of Nephrology, Kidney Foundation Hospital and Research Institute, Dhaka, Bangladesh
| | - Eric Rondeau
- Intensive Care Nephrology and Transplantation Department, Hopital Tenon, Assistance Publique-Hopitaux de Paris, Paris, France
- Université Paris VI, Paris, France
| | | | - Arian Samimi
- Department of Medicine, Division of Nephrology, University of Alberta, Edmonton, Alberta, Canada
| | - Laura Sola
- Division Epidemiologia, Direccion General de Salud–Ministerio Salud Publica, Montevideo, Uruguay
| | - Irma Tchokhonelidze
- Nephrology Development Clinical Center, Tbilisi State Medical University, Tbilisi, Georgia
| | - Natasha Wiebe
- Department of Medicine, Division of Nephrology, University of Alberta, Edmonton, Alberta, Canada
| | - Chih-Wei Yang
- Kidney Research Center, Department of Nephrology, Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Feng Ye
- Department of Medicine, Division of Nephrology, University of Alberta, Edmonton, Alberta, Canada
| | - Alexander Zemchenkov
- Department of Internal Disease and Nephrology, North-Western State Medical University named after I.I. Mechnikov, Saint Petersburg, Russia
- Department of Nephrology and Dialysis, Pavlov First St. Petersburg State Medical University, St. Petersburg, Russia
| | - Ming-hui Zhao
- Renal Division, Department of Medicine, Peking University First Hospital, Beijing, China
- Key Lab of Renal Disease, Ministry of Health of China, Beijing, China
- Key Lab of Chronic Kidney Disease Prevention and Treatment, Ministry of Education of China, Beijing, China
- Peking-Tsinghua Center for Life Sciences, Beijing, China
| | - Aminu K. Bello
- Department of Medicine, Division of Nephrology, University of Alberta, Edmonton, Alberta, Canada
| |
Collapse
|
12
|
Gulin M, Klarić D, Ilić M, Radić J, Kovačić V, Šain M. Blood Pressure of Maintenance Hemodialysis Patients in the Dalmatian Region of Croatia: Differences between Hospital and Out-of-Hospital Dialysis Centers. Blood Purif 2017; 44:110-121. [PMID: 28571010 DOI: 10.1159/000474931] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Accepted: 04/02/2017] [Indexed: 11/19/2022]
Abstract
AIMS This study was aimed at comparing the incidence of arterial hypertension and blood pressure (BP) variance in hospital and out-of-hospital hemodialysis (HD) patients during HD sessions. METHODS A cross-sectional study was conducted for 1 week at all the HD centers in Dalmatia, Croatia. The pre-, intra-, and post-dialysis BP values were collected for 3 consecutive HD sessions per patient. RESULTS Of the 399 subjects, 73.9% were hypertensives, who showed higher interdialytic weight gain compared to the normotensives (2.58 vs. 2.40). Hospital and out-of-hospital HD patients received identical antihypertensive therapies, except that beta blockers were more frequently administered to out-of-hospital HD patients. Higher pre-, intra-, and post-dialysis BP values were recorded in patients at out-of-hospital HD centers. CONCLUSION The differences in BP variability and antihypertensive therapies administered to hospital HD patients as compared to out-of-hospital HD patients may reflect differing approaches by the nephrologists at these centers.
Collapse
Affiliation(s)
- Marijana Gulin
- Department of Nephrology and Dialysis, Šibenik General Hospital, Šibenik, Croatia
| | | | | | | | | | | |
Collapse
|
13
|
Erickson KF, Winkelmayer WC, Chertow GM, Bhattacharya J. Hemodialysis Hospitalizations and Readmissions: The Effects of Payment Reform. Am J Kidney Dis 2017; 69:237-246. [PMID: 27856087 PMCID: PMC5263112 DOI: 10.1053/j.ajkd.2016.08.033] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2016] [Accepted: 08/11/2016] [Indexed: 02/04/2023]
Abstract
BACKGROUND In 2004, the Centers for Medicare & Medicaid Services changed reimbursement for physicians and advanced practitioners caring for patients receiving hemodialysis from a capitated to a tiered fee-for-service system, encouraging increased face-to-face visits. This early version of a pay-for-performance initiative targeted a care process: more frequent provider visits in hemodialysis. Although more frequent provider visits in hemodialysis are associated with fewer hospitalizations and rehospitalizations, it is unknown whether encouraging more frequent visits through reimbursement policy also yielded these benefits. STUDY DESIGN We used a retrospective cohort interrupted time-series study design to examine whether the 2004 nephrologist reimbursement reform led to reduced hospitalizations and rehospitalizations. We also used published data to estimate a range of annual economic costs associated with more frequent visits. SETTING & PARTICIPANTS Medicare beneficiaries in the United States receiving hemodialysis in the 2 years prior to and following reimbursement reform. PREDICTOR The 2 years following nephrologist reimbursement reform. OUTCOMES Odds of hospitalization and 30-day hospital readmission for all causes and fluid overload; US dollars. RESULTS We found no significant change in all-cause hospitalization or rehospitalization and slight reductions in fluid overload hospitalization and rehospitalization following reimbursement reform; the estimated economic cost associated with additional visits ranged from $13 to $87 million per year, depending on who (physicians or advanced practitioners) spent additional time visiting patients and how much additional effort was involved. LIMITATIONS Due to limited information about how much additional time providers spent seeing patients after reimbursement reform, we could only examine a range of potential economic costs associated with the reform. CONCLUSIONS A Medicare reimbursement policy designed to encourage more frequent visits during outpatient hemodialysis may have been costly. The policy was associated with fewer hospitalizations and rehospitalizations for fluid overload, but had no effect on all-cause hospitalizations or rehospitalizations.
Collapse
Affiliation(s)
- Kevin F Erickson
- Section of Nephrology, Selzman Institute for Kidney Health, Baylor College of Medicine, Houston, TX; Center for Innovations in Quality, Effectiveness and Safety, Baylor College of Medicine, Houston, TX.
| | - Wolfgang C Winkelmayer
- Section of Nephrology, Selzman Institute for Kidney Health, Baylor College of Medicine, Houston, TX
| | - Glenn M Chertow
- Division of Nephrology, Department of Medicine, Stanford University School of Medicine, Palo Alto, CA
| | - Jay Bhattacharya
- Center for Primary Care and Outcomes Research, Department of Medicine, Stanford University School of Medicine, Stanford, CA
| |
Collapse
|
14
|
Pieper D, Mathes T, Marshall MR. A systematic review of the impact of center volume in dialysis. BMC Res Notes 2015; 8:812. [PMID: 26695620 PMCID: PMC4688925 DOI: 10.1186/s13104-015-1785-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 12/01/2015] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND A significant relationship exists between the volume of surgical procedures that a given center performs and subsequent outcomes. It seems plausible that such a volume-outcome relationship is also present in dialysis. METHODS MEDLINE and EMBASE were searched in November 2014 for non-experimental studies evaluating the association between center volume and patient outcomes [mortality, morbidity, peritonitis, switch to hemodialysis (HD) or any other treatment], without language restrictions or other limits. Selection of relevant studies, data extraction and critical appraisal were performed by two independent reviewers. We did not perform meta-analysis due to clinical and methodological heterogeneity (e.g. different volume categories). RESULTS 16 studies met out inclusion criteria. Most studies were performed in the US. The study quality ranged from fair to good. Only few items were judged to have a high risk of bias, while many items were judged to have an unclear risk of bias due to insufficient reporting. All 10 studies that analyzed peritoneal dialysis (PD) technique survival by modeling switch to HD or any other treatment as an outcome showed a statistical significant effect. The relative effect measures ranged from 0.25 to 0.94 (median 0.73) in favor of high volume centers. All nine studies indicated a lower mortality for PD in high volume centers, but only study was statistical significant. CONCLUSIONS This systematic review supports a volume-outcome relationship in peritoneal dialysis with respect to switch to HD or any other treatment. An effect on mortality is probably present in HD. Further research is needed to identify and understand the associations of center volume that are causally related to patient benefit.
Collapse
Affiliation(s)
- Dawid Pieper
- Institute for Research in Operative Medicine, Witten/Herdecke University, Ostmerheimer Str. 200, Building 38, 51109, Cologne, Germany.
| | - Tim Mathes
- Institute for Research in Operative Medicine, Witten/Herdecke University, Ostmerheimer Str. 200, Building 38, 51109, Cologne, Germany.
| | - Mark Roger Marshall
- Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand. .,Department of Renal Medicine, Counties Manukau, Health, Auckland, New Zealand. .,Baxter Healthcare (Asia Pacific), Shanghai, People's Republic of China.
| |
Collapse
|
15
|
Waterman AD, McSorley AMM, Peipert JD, Goalby CJ, Peace LJ, Lutz PA, Thein JL. Explore Transplant at Home: a randomized control trial of an educational intervention to increase transplant knowledge for Black and White socioeconomically disadvantaged dialysis patients. BMC Nephrol 2015; 16:150. [PMID: 26316264 PMCID: PMC4552175 DOI: 10.1186/s12882-015-0143-0] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Accepted: 08/07/2015] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Compared to others, dialysis patients who are socioeconomically disadvantaged or Black are less likely to receive education about deceased donor kidney transplant (DDKT) and living donor kidney transplant (LDKT) before they reach transplant centers, often due to limited availability of transplant education within dialysis centers. Since these patients are often less knowledgeable or ready to pursue transplant, educational content must be simplified, made culturally sensitive, and presented gradually across multiple sessions to increase learning and honor where they are in their decision-making about transplant. The Explore Transplant at Home (ETH) program was developed to help patients learn more about DDKT and LDKT at home, with and without telephone conversations with an educator. METHODS AND STUDY DESIGN In this randomized controlled trial (RCT), 540 low-income Black and White dialysis patients with household incomes at or below 250 % of the federal poverty line, some of whom receive financial assistance from the Missouri Kidney Program, will be randomly assigned to one of three education conditions: (1) standard-of-care transplant education provided by the dialysis center, (2) patient-guided ETH (ETH-PG), and (3) health educator-guided ETH (ETH-EG). Patients in the standard-of-care condition will only receive education provided in their dialysis centers. Those in the two ETH conditions will receive four video and print modules delivered over an 8 month period by mail, with the option of receiving supplementary text messages weekly. In addition, patients in the ETH-EG condition will participate in multiple telephonic educational sessions with a health educator. Changes in transplant knowledge, decisional balance, self-efficacy, and informed decision making will be captured with surveys administered before and after the ETH education. DISCUSSION At the conclusion of this RCT, we will have determined whether an education program administered to socioeconomically disadvantaged dialysis patients, over several months directly in their homes, can help more individuals learn about the options of DDKT and LDKT. We also will be able to examine the efficacy of different educational delivery approaches to further understand whether the addition of a telephone educator is necessary for increasing transplant knowledge. TRIAL REGISTRATION ClinicalTrials.gov, NCT02268682.
Collapse
Affiliation(s)
- Amy D Waterman
- Division of Nephrology, David Geffen School of Medicine at University of California, Los Angeles, 10940 Wilshire Blvd, Suite 1223, Los Angeles, CA, 90024, USA.
- Division of General Medical Sciences, Washington University School of Medicine, Campus Box 8005, 660 S. Euclid Ave., St. Louis, MO, 63110, USA.
| | - Anna-Michelle M McSorley
- Division of Nephrology, David Geffen School of Medicine at University of California, Los Angeles, 10940 Wilshire Blvd, Suite 1223, Los Angeles, CA, 90024, USA.
| | - John D Peipert
- Division of Nephrology, David Geffen School of Medicine at University of California, Los Angeles, 10940 Wilshire Blvd, Suite 1223, Los Angeles, CA, 90024, USA.
- Division of General Medical Sciences, Washington University School of Medicine, Campus Box 8005, 660 S. Euclid Ave., St. Louis, MO, 63110, USA.
| | - Christina J Goalby
- Division of Nephrology, David Geffen School of Medicine at University of California, Los Angeles, 10940 Wilshire Blvd, Suite 1223, Los Angeles, CA, 90024, USA.
- Division of General Medical Sciences, Washington University School of Medicine, Campus Box 8005, 660 S. Euclid Ave., St. Louis, MO, 63110, USA.
| | - Leanne J Peace
- Missouri Kidney Program, University of Missouri, Columbia, AP Green Building, Suite 111, 201 Business Loop-70 W, Columbia, MO, 65211, USA.
| | - Patricia A Lutz
- Missouri Kidney Program, University of Missouri, Columbia, AP Green Building, Suite 111, 201 Business Loop-70 W, Columbia, MO, 65211, USA.
| | - Jessica L Thein
- Division of General Medical Sciences, Washington University School of Medicine, Campus Box 8005, 660 S. Euclid Ave., St. Louis, MO, 63110, USA.
| |
Collapse
|
16
|
Ikizler TA, Franch HA, Kalantar-Zadeh K, ter Wee PM, Wanner C. Time to revisit the role of renal dietitian in the dialysis unit. J Ren Nutr 2014; 24:58-60. [PMID: 24355820 DOI: 10.1053/j.jrn.2013.10.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2013] [Accepted: 10/30/2013] [Indexed: 11/11/2022] Open
Affiliation(s)
- T Alp Ikizler
- Division of Nephrology, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee.
| | - Harold A Franch
- Atlanta Veterans Administration Medical Center, Decatur, Georgia; Division of Nephrology, Department of Medicine, Emory University, Atlanta, Georgia
| | - Kamyar Kalantar-Zadeh
- Division of Nephrology, Department of Medicine, University California Irvine Medical Center, Orange, California
| | - Piet M ter Wee
- Department of Nephrology, Vrije University Medical Center, Amsterdam, The Netherlands
| | - Christoph Wanner
- Division of Nephrology, Department of Medicine, University of Wuerzburg, Wuerzburg, Germany
| |
Collapse
|
17
|
Slinin Y, Guo H, Li S, Liu J, Ensrud K, Gilbertson DT, Collins AJ, Ishani A. Hemodialysis patient outcomes: provider characteristics. Am J Nephrol 2014; 39:367-75. [PMID: 24776789 DOI: 10.1159/000362286] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND/AIMS Physician characteristics are associated with differential performance on quality measures and patient outcomes in several medical fields. We aimed to determine whether characteristics of physicians who provide care to dialysis patients were associated with patient outcomes. METHODS This cohort study used United States Renal Data System data for patients who initiated in-center hemodialysis between October 1, 2003, and September 30, 2006 (n = 91,276). Patient characteristics were defined and physicians identified from Part B Medicare claims for outpatient dialysis services submitted during months 4-6 of hemodialysis. Physician characteristics were obtained from the American Medical Association Physician Master File. Associations of physician characteristics with 1-year patient mortality and first hospitalization were determined using Cox proportional hazards analysis; associations with quality of care (defined by influenza vaccination and waitlisting for kidney transplant) were determined using logistic regression. RESULTS Physician characteristics were not associated with patient mortality. After adjustment for patient and other provider characteristics, patients whose physicians had practiced longer or were in administrative, research, or teaching practices were more likely to be hospitalized; patients whose providers practiced in smaller metropolitan statistical areas (MSAs) were less likely. More years since training was associated with greater chance of waitlisting, and practicing in smaller MSAs with less chance. Graduation from a foreign medical school, practicing in smaller MSAs, and travelling farther from office to dialysis unit were associated with greater odds of influenza vaccination. CONCLUSIONS Several characteristics of physicians seeing incident outpatient hemodialysis patients were associated with hospitalization and quality of care, but none with mortality.
Collapse
Affiliation(s)
- Yelena Slinin
- Veterans Administration Health Care System, Minneapolis, Minn., USA
| | | | | | | | | | | | | | | |
Collapse
|
18
|
Sherman RA. Briefly Noted. Semin Dial 2014. [DOI: 10.1111/sdi.12176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
19
|
Rosansky SJ. Early dialysis initiation, a look from the rearview mirror to what's ahead. Clin J Am Soc Nephrol 2014; 9:222-4. [PMID: 24436479 PMCID: PMC3913248 DOI: 10.2215/cjn.12231213] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- Steven J Rosansky
- Dorn Research Institute, William Jennings Bryan Dorn Veterans Affairs Medical Center, Columbia, South Carolina
| |
Collapse
|