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Chronic Kidney Disease and Heart Failure-Everyday Diagnostic Challenges. Diagnostics (Basel) 2021; 11:diagnostics11112164. [PMID: 34829511 PMCID: PMC8624132 DOI: 10.3390/diagnostics11112164] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 11/18/2021] [Accepted: 11/19/2021] [Indexed: 01/10/2023] Open
Abstract
Is advanced chronic kidney disease (CKD) a cardiac “no man’s land”? Chronic heart failure (HF) is widely believed to be one of the most serious medical challenges of the 21st century. Moreover, the number of patients with CKD is increasing. To date, patients with estimated glomerular filtration rates <30 mL/min/1.73 m2 have frequently been excluded from large, randomized clinical trials. Although this situation is slowly changing, in everyday practice we continue to struggle with problems that are not clearly addressed in the guidelines. This literature review was conducted by an interdisciplinary group, which comprised a nephrologist, internal medicine specialists, and cardiologist. In this review, we discuss the difficulties in ruling out HF for patients with advanced CKD and issues regarding the cardiotoxicity of dialysis fistulas and the occurrence of pulmonary hypertension in patients with CKD. Due to the recent publication of the new HF guidelines by the European Society of Cardiology, this is a good time to address these difficult issues. Contrary to appearances, these are not niche issues, but problems that affect many patients.
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Imazu M, Fukuda H, Kanzaki H, Amaki M, Hasegawa T, Takahama H, Hitsumoto T, Tsukamoto O, Morita T, Ito S, Kitakaze M. Plasma indoxyl sulfate levels predict cardiovascular events in patients with mild chronic heart failure. Sci Rep 2020; 10:16528. [PMID: 33020564 PMCID: PMC7536212 DOI: 10.1038/s41598-020-73633-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 09/17/2020] [Indexed: 11/13/2022] Open
Abstract
Indoxyl sulfate (IS) is associated with either chronic kidney disease or renal failure, which may predict cardiovascular events via cardiorenal syndrome. The present study aimed to elucidate whether the plasma levels of IS can predict the occurrence of cardiovascular events in patients with chronic heart failure (CHF) and investigate which causes of CHF leading to cardiovascular events are highly influenced by plasma IS levels. We measured the plasma IS levels in 165 patients with CHF [valvular disease: 78, dilated cardiomyopathy: 29, hypertrophic cardiomyopathy (HCM): 25 and others: 33] admitted to our hospital in 2012, and we followed up these patients for more than 5 years (the median follow-up period: 5.3 years). We measured the plasma IS level in 165 patients with CHF, and Kaplan–Meier analyses showed that high plasma IS levels (≥ 0.79 µg/mL, the median value) could predict the occurrence of cardiovascular events, i.e., cardiovascular death or rehospitalization due to the worsening of CHF. The sub-analyses showed that the high IS level could predict cardiovascular events in patients with CHF due to HCM and that the plasma IS levels were closely associated with left ventricular (LV) dimension, LV systolic dysfunction, and plasma B-type natriuretic peptide levels, rather than LV diastolic dysfunction. Plasma IS level predicts cardiovascular events in patients with CHF, especially those with HCM along with cardiac dysfunction. Besides, IS may become a proper biomarker to predict cardiovascular events in patients with CHF.
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Affiliation(s)
- Miki Imazu
- Department of Clinical Research and Development, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka, 564-8565, Japan
| | - Hiroki Fukuda
- Department of Clinical Research and Development, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka, 564-8565, Japan
| | - Hideaki Kanzaki
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka, Japan
| | - Makoto Amaki
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka, Japan
| | - Takuya Hasegawa
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka, Japan
| | - Hiroyuki Takahama
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka, Japan
| | - Tatsuro Hitsumoto
- Department of Clinical Research and Development, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka, 564-8565, Japan
| | - Osamu Tsukamoto
- Department of Medical Biochemistry, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, Japan
| | - Toshisuke Morita
- Department of Laboratory Medicine, Toho University Omori Medical Center, Tokyo, Japan
| | - Shin Ito
- Department of Clinical Research and Development, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka, 564-8565, Japan
| | - Masafumi Kitakaze
- Department of Clinical Research and Development, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka, 564-8565, Japan.
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Edmonston DL, Parikh KS, Rajagopal S, Shaw LK, Abraham D, Grabner A, Sparks MA, Wolf M. Pulmonary Hypertension Subtypes and Mortality in CKD. Am J Kidney Dis 2019; 75:713-724. [PMID: 31732231 DOI: 10.1053/j.ajkd.2019.08.027] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Accepted: 08/30/2019] [Indexed: 12/18/2022]
Abstract
RATIONALE & OBJECTIVE Pulmonary hypertension (PH) contributes to cardiovascular disease and mortality in patients with chronic kidney disease (CKD), but the pathophysiology is mostly unknown. This study sought to estimate the prevalence and consequences of PH subtypes in the setting of CKD. STUDY DESIGN Observational retrospective cohort study. SETTING & PARTICIPANTS We examined 12,618 patients with a right heart catheterization in the Duke Databank for Cardiovascular Disease from January 1, 2000, to December 31, 2014. EXPOSURES Baseline kidney function stratified by CKD glomerular filtration rate category and PH subtype. OUTCOMES All-cause mortality. ANALYTICAL APPROACH Multivariable Cox proportional hazards analysis. RESULTS In this cohort, 73.4% of patients with CKD had PH, compared with 56.9% of patients without CKD. Isolated postcapillary PH (39.0%) and combined pre- and postcapillary PH (38.3%) were the most common PH subtypes in CKD. Conversely, precapillary PH was the most common subtype in the non-CKD cohort (35.9%). The relationships between mean pulmonary artery pressure, pulmonary capillary wedge pressure, and right atrial pressure with mortality were similar in both the CKD and non-CKD cohorts. Compared with those without PH, precapillary PH conferred the highest mortality risk among patients without CKD (HR, 2.27; 95% CI, 2.00-2.57). By contrast, in those with CKD, combined pre- and postcapillary PH was associated with the highest risk for mortality in CKD in adjusted analyses (compared with no PH, HRs of 1.89 [95% CI, 1.57-2.28], 1.87 [95% CI, 1.52-2.31], 2.13 [95% CI, 1.52-2.97], and 1.63 [95% CI, 1.12-2.36] for glomerular filtration rate categories G3a, G3b, G4, and G5/G5D). LIMITATIONS The cohort referred for right heart catheterization may not be generalizable to the general population. Serum creatinine data in the 6 months preceding catheterization may not reflect true baseline CKD. Observational design precludes assumptions of causality. CONCLUSIONS In patients with CKD referred for right heart catheterization, PH is common and associated with poor survival. Combined pre- and postcapillary PH was common and portended the worst survival for patients with CKD.
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Affiliation(s)
- Daniel L Edmonston
- Division of Nephrology, Department of Medicine, Duke University School of Medicine, Durham, NC; Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC.
| | - Kishan S Parikh
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC; Division of Cardiology, Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Sudarshan Rajagopal
- Division of Cardiology, Department of Medicine, Duke University School of Medicine, Durham, NC; Department of Biochemistry, Duke University Medical Center, Durham, NC
| | - Linda K Shaw
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
| | - Dennis Abraham
- Division of Cardiology, Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Alexander Grabner
- Division of Nephrology, Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Matthew A Sparks
- Division of Nephrology, Department of Medicine, Duke University School of Medicine, Durham, NC; Renal Section, Durham VA Medical Center, Durham, NC
| | - Myles Wolf
- Division of Nephrology, Department of Medicine, Duke University School of Medicine, Durham, NC; Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
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Schumacher D, Alampour-Rajabi S, Ponomariov V, Curaj A, Wu Z, Staudt M, Rusu M, Jankowski V, Marx N, Jankowski J, Brandenburg V, Liehn EA, Schuh A. Cardiac FGF23: new insights into the role and function of FGF23 after acute myocardial infarction. Cardiovasc Pathol 2019; 40:47-54. [PMID: 30852297 DOI: 10.1016/j.carpath.2019.02.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 02/05/2019] [Accepted: 02/05/2019] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVE We aimed to elucidate the local role of FGF23 after myocardial infarction in a mouse model induced by left anterior descending artery (LAD) ligation. APPROACH AND RESULTS: (C57BL/6 N) mice underwent MI via LAD ligation and were sacrificed at different time-points post MI. The expression and influence of FGF23 on fibroblast and macrophages was also analyzed using isolated murine cells. We identified enhanced cardiac FGF23 mRNA expression in a time-dependent manner with an early increase, already on the first day after MI. FGF23 protein expression was abundantly detected in the infarcted area during the inflammatory phase. While described to be primarily produced in bone or macrophages, we identified cardiac fibroblasts as the only source of local FGF23 production after MI. Inflammatory mediators, such as IL-1β, IL-6 and TNF-α, were able to induce FGF23 expression in these cardiac fibroblasts. Interestingly, we were not able to detect FGF23 at later time points after MI in mature scar tissue or remote myocardium, most likely due to TGF-β1, which we have shown to inhibit the expression of FGF23. We identified FGFR1c to be the most abundant receptor for FGF23 in infarcted myocardium and cardiac macrophages and fibroblasts. FGF23 increased migration of cardiac fibroblast, as well as expression of Collagen 1, Periostin, Fibronectin and MMP8. FGF23 also increased expression of TGF-β1 in M2 polarized macrophages. CONCLUSION In conclusion, cardiac fibroblasts in the infarcted myocardium produce and express FGF23 as well as its respective receptors in a time-dependent manner, thus potentially influencing resident cell migration. The transitory local expression of FGF23 after MI points towards a complex role of FGF23 in myocardial ischemia and warrants further exploration, considering its role in ventricular remodeling.
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Affiliation(s)
- David Schumacher
- Institute for Molecular Cardiovascular Research (IMCAR), RWTH Aachen University, Germany
| | | | - Victor Ponomariov
- Institute for Molecular Cardiovascular Research (IMCAR), RWTH Aachen University, Germany
| | - Adelina Curaj
- Institute for Molecular Cardiovascular Research (IMCAR), RWTH Aachen University, Germany
| | - Zhuojun Wu
- Institute for Molecular Cardiovascular Research (IMCAR), RWTH Aachen University, Germany; Applied System, Craiova, Romania
| | - Mareike Staudt
- Institute for Molecular Cardiovascular Research (IMCAR), RWTH Aachen University, Germany
| | - Mihaela Rusu
- Institute for Molecular Cardiovascular Research (IMCAR), RWTH Aachen University, Germany
| | - Vera Jankowski
- Institute for Molecular Cardiovascular Research (IMCAR), RWTH Aachen University, Germany
| | - Nikolaus Marx
- Department of Cardiology, Medical Faculty, RWTH Aachen University, Germany
| | - Joachim Jankowski
- Institute for Molecular Cardiovascular Research (IMCAR), RWTH Aachen University, Germany
| | | | - Elisa A Liehn
- Institute for Molecular Cardiovascular Research (IMCAR), RWTH Aachen University, Germany; Department of Cardiology, Medical Faculty, RWTH Aachen University, Germany; Human Genetic Laboratory, University for Medicine and Pharmacy, Craiova, Romania; National Heart Research Institute Singapore, National Heart Center Singapore, Singapore.
| | - Alexander Schuh
- Department of Cardiology, Medical Faculty, RWTH Aachen University, Germany.
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Renoprotective effects of tolvaptan in hypertensive heart failure rats depend on renal decongestion. Hypertens Res 2018; 42:319-328. [DOI: 10.1038/s41440-018-0169-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2018] [Revised: 08/02/2018] [Accepted: 09/04/2018] [Indexed: 02/06/2023]
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Vergaro G, Aimo A, Passino C, Emdin M. Heart, kidney and FGF23: Les liaisons dangereuses. Int J Cardiol 2018; 253:120-121. [DOI: 10.1016/j.ijcard.2017.11.063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Accepted: 11/20/2017] [Indexed: 10/18/2022]
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Takahashi H, Ozeki M, Fujisaka T, Morita H, Fujita SI, Takeda Y, Shibata K, Sohmiya K, Hoshiga M, Tamaki J, Ishizaka N. Changes in Serum Fibroblast Growth Factor 23 in Patients With Acute Myocardial Infarction. Circ J 2017; 82:767-774. [PMID: 29151454 DOI: 10.1253/circj.cj-17-0826] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND Fibroblast growth factor 23 (FGF23) induces cardiac remodeling. We investigated the changes in serum FGF23 levels in patients diagnosed with acute myocardial infarction (AMI).Methods and Results:A total of 44 patients diagnosed with AMI were included in the current study. All patients underwent emergency percutaneous coronary intervention (PCI). The median of peak creatine kinase (CK) and CKMB values was 1,816 U/L and 159 U/L, respectively. Serum levels of FGF23, calcium, and inorganic phosphate (iP) were measured before PCI, and on days 1, 3, 5, 7 after PCI. Serum FGF23 levels showed a slight, but significant decrease on days 1 and 3 after PCI, and a 1.5- and 2.0-fold increase on days 5 and 7, respectively, after PCI. As compared with propensity score-matched patients without AMI, serum FGF23 was significantly lower among the current cohort of AMI patients. In 22 subjects who underwent a follow-up echocardiographic examination at 6 months after the onset of AMI, the log-transformed relative increase in FGF23 on day 7 significantly and negatively correlated with changes between LVEF on admission and that at 6 months afterward. CONCLUSIONS After a slight decrease on days 1 and 3 after admission, serum FGF23 increased significantly on days 5 and 7. The underlying mechanism and potential clinical importance of these observations require further investigation.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Junko Tamaki
- Department of Hygiene and Public Health, Osaka Medical College
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Reply to 'Use of serum fibroblast growth factor 23 vs. plasma B-type natriuretic peptide levels in assessing the pathophysiology of patients with heart failure'. Hypertens Res 2017; 40:900-901. [PMID: 28446802 DOI: 10.1038/hr.2017.59] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Slavic S, Ford K, Modert M, Becirovic A, Handschuh S, Baierl A, Katica N, Zeitz U, Erben RG, Andrukhova O. Genetic Ablation of Fgf23 or Klotho Does not Modulate Experimental Heart Hypertrophy Induced by Pressure Overload. Sci Rep 2017; 7:11298. [PMID: 28900153 PMCID: PMC5595838 DOI: 10.1038/s41598-017-10140-4] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Accepted: 08/02/2017] [Indexed: 12/20/2022] Open
Abstract
Left ventricular hypertrophy (LVH) ultimately leads to heart failure in conditions of increased cardiac pre- or afterload. The bone-derived phosphaturic and sodium-conserving hormone fibroblast growth factor-23 (FGF23) and its co-receptor Klotho have been implicated in the development of uremic LVH. Using transverse aortic constriction (TAC) in gene-targeted mouse models, we examine the role of Fgf23 and Klotho in cardiac hypertrophy and dysfunction induced by pressure overload. TAC profoundly increases serum intact Fgf23 due to increased cardiac and bony Fgf23 transcription and downregulation of Fgf23 cleavage. Aldosterone receptor blocker spironolactone normalizes serum intact Fgf23 levels after TAC by reducing bony Fgf23 transcription. Notably, genetic Fgf23 or Klotho deficiency does not influence TAC-induced hypertrophic remodelling, LV functional impairment, or LV fibrosis. Despite the profound, aldosterone-mediated increase in circulating intact Fgf23 after TAC, our data do not support an essential role of Fgf23 or Klotho in the pathophysiology of pressure overload-induced cardiac hypertrophy.
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Affiliation(s)
- Svetlana Slavic
- Department of Biomedical Sciences, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Kristopher Ford
- Department of Biomedical Sciences, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Magalie Modert
- Department of Biomedical Sciences, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Amarela Becirovic
- Department of Biomedical Sciences, University of Veterinary Medicine Vienna, Vienna, Austria
| | | | - Andreas Baierl
- Department of Statistics and Operations Research, University of Vienna, Vienna, Austria
| | - Nejla Katica
- Department of Biomedical Sciences, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Ute Zeitz
- Department of Biomedical Sciences, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Reinhold G Erben
- Department of Biomedical Sciences, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Olena Andrukhova
- Department of Biomedical Sciences, University of Veterinary Medicine Vienna, Vienna, Austria.
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Takahama H, Kitakaze M. Pathophysiology of cardiorenal syndrome in patients with heart failure: potential therapeutic targets. Am J Physiol Heart Circ Physiol 2017; 313:H715-H721. [PMID: 28733448 DOI: 10.1152/ajpheart.00215.2017] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2017] [Revised: 06/27/2017] [Accepted: 07/13/2017] [Indexed: 12/16/2022]
Abstract
Despite the development of pharmacological inventions and new nonpharmacological techniques to prevent and treat heart failure (HF), the mortality rate in patients with symptomatic HF remains high. To conquer these difficulties, the pathophysiology of HF should be considered within a wide range of views. Given the diverse mechanisms of HF pathophysiology, renal and cardiac functions have close and complementary interconnections. Recent studies have suggested that communication between the kidney and heart through bidirectional pathways causes significant pathological changes. This review summarizes the pathophysiology of cardiorenal syndrome (CRS) from three different viewpoints, namely, underlying chronic kidney disease, worsening renal function during hospitalization due to HF, and resistance to diuretics. We also summarize the presently available data on the pathophysiology of CRS, identify the challenges associated with some clinical approaches, and explore the potential therapeutic target for CRS.
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Affiliation(s)
- Hiroyuki Takahama
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan; and
| | - Masafumi Kitakaze
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan; and.,Department of Clinical Research and Development, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan
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Morita H, Fujisaka T, Fujita SI, Ishizaka N. Serum inorganic phosphate level is associated with fibroblast growth factor 23 among cardiac patients with preserved renal function. Hypertens Res 2017; 40:717-719. [DOI: 10.1038/hr.2017.20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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O'Leary JM, Assad TR, Xu M, Birdwell KA, Farber-Eger E, Wells QS, Hemnes AR, Brittain EL. Pulmonary hypertension in patients with chronic kidney disease: invasive hemodynamic etiology and outcomes. Pulm Circ 2017; 7:674-683. [PMID: 28660793 PMCID: PMC5841902 DOI: 10.1177/2045893217716108] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Pulmonary hypertension (PH) is common in patients with chronic kidney disease (CKD) and associated with increased mortality but the hemodynamic profiles, clinical risk factors, and outcomes have not been well characterized. Our objective was to define the hemodynamic profile and related risk factors for PH in CKD patients. We extracted clinical and hemodynamic data from Vanderbilt's de-identified electronic medical record on all patients undergoing right heart catheterization during 1998-2014. CKD (stages III-V) was defined by estimated glomerular filtration rate thresholds. PH was defined as mean pulmonary pressure ≥ 25 mmHg and categorized into pre-capillary and post-capillary according to consensus recommendations. In total, 4635 patients underwent catheterization: 1873 (40%) had CKD; 1518 (33%) stage 3, 230 (5%) stage 4, and 125 (3%) stage 5. PH was present in 1267 (68%) of these patients. Post-capillary (n = 965, 76%) was the predominant PH phenotype among CKD patients versus 302 (24%) for pre-capillary ( P < 0.001). CKD was independently associated with pulmonary hypertension (odds ratio = 1.4, 95% confidence interval = 1.18-1.65). Mortality among CKD patients rose with worsening stage and was significantly increased by PH status. PH is common and independently associated with mortality among CKD patients referred for right heart catheterization. Post-capillary was the most common etiology of PH. These data suggest that PH is an important prognostic co-morbidity among CKD patients and that CKD itself may have a role in the development of pulmonary vascular disease in some patients.
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Affiliation(s)
- Jared M O'Leary
- 1 Vanderbilt University Medical Center Division of Cardiovascular Medicine, Nashville, TN, USA
| | - Tufik R Assad
- 2 Vanderbilt University Medical Center Division of Allergy, Pulmonary and Critical Care Medicine, Nashville, TN, USA
| | - Meng Xu
- 3 Vanderbilt University Department of Biostatistics, Nashville, TN, USA
| | - Kelly A Birdwell
- 4 Vanderbilt University Medical Center Division of Nephrology, Nashville, TN, USA
| | - Eric Farber-Eger
- 1 Vanderbilt University Medical Center Division of Cardiovascular Medicine, Nashville, TN, USA
| | - Quinn S Wells
- 1 Vanderbilt University Medical Center Division of Cardiovascular Medicine, Nashville, TN, USA
| | - Anna R Hemnes
- 2 Vanderbilt University Medical Center Division of Allergy, Pulmonary and Critical Care Medicine, Nashville, TN, USA
| | - Evan L Brittain
- 1 Vanderbilt University Medical Center Division of Cardiovascular Medicine, Nashville, TN, USA
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