Predialysis Care and Cardiovascular Outcomes: Why the Lead Up to Dialysis Matters
Bibliographic record
Abstract
See Clinical Research on Page 679 See Clinical Research on Page 679 Cardiovascular disease is common in advanced chronic kidney disease (CKD) and end-stage renal disease. In fact, cardiovascular disease accounts for approximately 50% of deaths among dialysis patients with the most common etiology being arrhythmia or cardiac arrest (40% of deaths).12018 USRDS Annual Data Report: Epidemiology of Kidney Disease in the United States. National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD2018Google Scholar Atrial fibrillation is an exceedingly common arrhythmia among patients with CKD, and in particular those with end-stage renal disease on dialysis in whom more than 10% have atrial fibrillation, a prevalence more than 10-fold higher than the general population.2Winkelmayer W.C. Patrick A.R. Liu J. et al.The increasing prevalence of atrial fibrillation among hemodialysis patients.J Am Soc Nephrol. 2011; 22: 349-357Crossref PubMed Scopus (207) Google Scholar The presence of atrial fibrillation in advanced CKD is associated with progression to end-stage renal disease, cardiovascular events, and death.3Massicotte-Azarniouch D. Kuwornu J.P. Carrero J.J. et al.Incident atrial fibrillation and the risk of congestive heart failure, myocardial infarction, end-stage kidney disease, and mortality among patients with a decreased estimated GFR.Am J Kidney Dis. 2018; 71: 191-199Abstract Full Text Full Text PDF PubMed Scopus (24) Google Scholar Management of atrial fibrillation with anticoagulation in this population is complicated by both a decreased efficacy with regard to stroke prevention and a markedly increased risk for bleeding complications.4Shah M. Avgil Tsadok M. Jackevicius C.A. et al.Warfarin use and the risk for stroke and bleeding in patients with atrial fibrillation undergoing dialysis.Circulation. 2014; 129: 1196-1203Crossref PubMed Scopus (256) Google Scholar Given the high burden of cardiovascular disease, in particular atrial fibrillation, combined with a lack of efficacy from standard treatments in the advanced CKD population, preventive measures to reduce morbidity and mortality are sorely needed. In a recent observational study from Taiwan, early and more frequent outpatient predialysis nephrology care was associated with an approximate 10% reduction in risk for major adverse cardiovascular events (myocardial infarction, heart failure, stroke, and sudden death) over the first year on dialysis.5Yang J.Y. Huang J.W. Chen L. et al.Frequency of early predialysis nephrology care and postdialysis cardiovascular events.Am J Kidney Dis. 2017; 70: 164-172Abstract Full Text Full Text PDF PubMed Scopus (16) Google Scholar This finding raises the question of whether outpatient interaction with nephrology care in the predialysis time frame may actually prevent adverse cardiovascular outcomes once a patient starts dialysis and if so, does timing (early in CKD care) and intensity (number of visits) matter? In this issue of Kidney International Reports, Anumudu et al.6Anumudu S. Airy M. Erickson K.F. et al.Predialysis nephrology care and incident atrial fibrillation in older patients with ESKD initiating dialysis.Kidney Int Rep. 2019; 4: 679-687Abstract Full Text Full Text PDF Scopus (1) Google Scholar address the following question: Can early and more frequent outpatient predialysis nephrology care serve as a preventive measure to reduce the incidence of atrial fibrillation once a patient initiates dialysis? This retrospective study used the US Renal Data System to identify more than 300,000 older patients (67 to 99 years old) without a prior Medicare billing claim for atrial fibrillation who initiated dialysis in the United States between 1996 and 2013. Patients were subclassified based on whether they received any outpatient predialysis nephrology care (yes or no), the duration of predialysis nephrology care (≤6 months, 7–12 months, or ≥12 months), and the number of predialysis nephrology visits (1–4 visits, 5–9 visits, or ≥10 visits). The authors found that having any outpatient predialysis nephrology care was associated with a 14% reduction (adjusted hazard ratio 0.86; 95% confidence interval 0.84–0.87) in the risk of incident atrial fibrillation once a patient initiates dialysis. Interestingly, although the dichotomous exposure of any outpatient predialysis nephrology care was associated with a reduced risk of atrial fibrillation, there was no apparent signal with regard to a “dose-response” effect, as there was minimal difference in terms of the magnitude of risk for atrial fibrillation between early (≥12 months before dialysis) versus late (≤6 months before dialysis) outpatient nephrology care. In contrast, it appears that the total number of nephrology visits did show a modest “dose-response” effect with more predialysis nephrology visits associating with a slightly lower risk for future incident atrial fibrillation; however, the investigators did not have access to information regarding the rate of CKD progression. So in fact, what we may be observing is simply more visits due to a slower decline in estimated glomerular filtration rate over time, a factor that is associated with healthier patients and better outcomes overall. A strength of the investigators’ evaluation of predialysis medical care is including care beyond just nephrology. In addition to evaluating the association between predialysis nephrology care and the risk of incident atrial fibrillation, the authors also evaluate the association between both predialysis primary care and predialysis cardiology care and the risk of incident atrial fibrillation. As opposed to the protective association of nephrology care, predialysis primary care showed no protective association (adjusted hazard ratio 1.00; 95% confidence interval 0.97–1.03), whereas predialysis cardiology care was associated with a 5% higher risk of incident atrial fibrillation (adjusted hazard ratio 1.05; 95% confidence interval 1.03–1.07). Although the finding of a higher risk of incident atrial fibrillation among those patients receiving predialysis cardiology care suggests that there may be some degree of selection or detection bias than cannot be completely accounted for through statistical modeling (i.e., it is unlikely that simply seeing a cardiologist would increase one’s risk for atrial fibrillation if all other competing risk factors were equal), incorporating rates of medical care with other medical subspecialties beyond nephrology strengthens the overall message of this study of the beneficial effect of predialysis nephrology care. In particular, these interspecialty trends argue against better access to health care or an overall healthier population being the reasons for the study finding of the beneficial effects of predialysis nephrology care. This study adds to the mounting evidence of the beneficial impact to overall health, beyond just atrial fibrillation, that outpatient nephrology care has on the patient with advanced CKD who is approaching dialysis (Figure 1). Prior studies have demonstrated that predialysis nephrology care improves both nephrology-specific outcomes (e.g., increased rates of transplantation, home dialysis modality selection, and dialysis initiation with a mature fistula or graft),7Winkelmayer W.C. Glynn R.J. Levin R. et al.Late referral and modality choice in end-stage renal disease.Kidney Int. 2001; 60: 1547-1554Abstract Full Text Full Text PDF PubMed Scopus (75) Google Scholar, 8Winkelmayer W.C. Mehta J. Chandraker A. et al.Predialysis nephrologist care and access to kidney transplantation in the United States.Am J Transplant. 2007; 7: 872-879Crossref PubMed Scopus (45) Google Scholar as well as cardiovascular outcomes (e.g., myocardial infarction, stroke, heart failure, and mortality).5Yang J.Y. Huang J.W. Chen L. et al.Frequency of early predialysis nephrology care and postdialysis cardiovascular events.Am J Kidney Dis. 2017; 70: 164-172Abstract Full Text Full Text PDF PubMed Scopus (16) Google Scholar, 9Fung E. Chang T.I. Chertow G.M. et al.Receipt of nephrology care and clinical outcomes among veterans with advanced CKD.Am J Kidney Dis. 2017; 70: 705-714Abstract Full Text Full Text PDF PubMed Scopus (20) Google Scholar These studies beg the question: What specific routine intervention(s) provided by nephrologists is/are responsible for these improved outcomes, including atrial fibrillation, that persist even after a patient starts dialysis? A variety of potential interventions could be hypothesized, including improved management of blood pressure, volume overload, hyperkalemia, anemia, acid-base disturbances, mineral bone disease, and nutritional deficiencies. It is likely that a variety of these interventions are responsible for the long-term benefit in predialysis nephrology care as highlighted by these studies; however, the existing studies on predialysis care have not been designed in such a manner as to address which specific interventions provided by nephrologists are responsible for this long-term benefit. Thus, future studies are needed to further dissect the intricacies of predialysis nephrology care to highlight which specific predialysis interventions are responsible for this sustained beneficial effect to maximize the impact and efficiency of future predialysis care. The more we learn about the beneficial effect of nephology care in advanced CKD, particularly in those approaching dialysis, the stronger the case becomes for adopting a more standardized approach for this patient population. These recent studies reveal the wide spectrum of exposure these patients can have with nephrologists that is likely a product of nonuniform health care approaches. One alarming result from this article by Anumudu et al.6Anumudu S. Airy M. Erickson K.F. et al.Predialysis nephrology care and incident atrial fibrillation in older patients with ESKD initiating dialysis.Kidney Int Rep. 2019; 4: 679-687Abstract Full Text Full Text PDF Scopus (1) Google Scholar is that 33.1% of older patients in the United States have no outpatient nephrology exposure before initiating dialysis. Clearly, this lack of nephrology exposure has adverse cardiovascular consequences, but likely also limits patients’ education and options regarding dialysis modality, access creation, transplantation, and conservative care. These critical discussions leading up to dialysis are never had with at least one-third of the dialysis population. Among the remaining two-thirds of patients who do receive outpatient nephrology care before dialysis initiation, this study shows that there is clearly no standard in terms of how early or how often these patients are seen by nephrologists. Whether early versus late nephrology referral or more frequent versus less frequent nephrology care is superior in advanced CKD remains largely unknown. Future studies addressing these knowledge gaps may help reshape the future of how advanced CKD should be managed by providing a blueprint on how nephrologists in particular and the medical community as a whole can best serve patients approaching dialysis. All the authors declared no competing interests. Predialysis Nephrology Care and Incident Atrial Fibrillation in Older Patients With ESKD Initiating DialysisKidney International ReportsVol. 4Issue 5PreviewAtrial fibrillation (AF) is common in patients with end-stage kidney disease (ESKD) on dialysis. Whether pre-ESKD nephrology care associates with AF is uncertain. Full-Text PDF Open Access
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".