PMCCPMCCPMCC

Search tips
Search criteria 

Advanced

 
Logo of nihpaAbout Author manuscriptsSubmit a manuscriptHHS Public Access; Author Manuscript; Accepted for publication in peer reviewed journal;
 
Am J Kidney Dis. Author manuscript; available in PMC 2014 January 1.
Published in final edited form as:
PMCID: PMC3525738
NIHMSID: NIHMS395826

Fibroblast Growth Factor 23, High-Sensitivity Cardiac Troponin, and Left Ventricular Hypertrophy in CKD

Abstract

Background

Detectable levels of cardiac troponins are common among individuals with chronic kidney disease (CKD), even in the absence of symptomatic cardiovascular disease. Abnormal cardiac troponin values are associated with coronary artery disease (CAD) and left ventricular hypertrophy (LVH), and predict poor clinical outcomes. Elevated levels of fibroblast growth factor 23 (FGF-23) contribute to LVH in CKD. We investigated the association of FGF-23 and hs-cTnI (high-sensitivity cardiac troponin I) and hs-cTnT (high-sensitivity cardiac troponin T) in CKD, and examined the role of LVH in this association.

Study Design

Cross-sectional observational study.

Setting & Participants

153 stable outpatients with non-dialysis-dependent CKD.

Predictor

The primary predictor wasFGF-23.

Outcomes

hs-cTnI, hs-cTnT.

Measurements

FGF-23, hs-cTnI, hs-cTnT; LVMI assessed by echocardiography; CAC measured by computed tomography. Left ventricular mass index (LVMI) and coronary artery calcification (CAC) were evaluated as potential mediators of the effect of FGF-23 on hs-cTnI/T.

Results

Mean age was 64 ± 12 (SD) years, mean estimated glomerular filtration rate (eGFR) was 34 ± 11 mL/min/1.73m2, median FGF-23 was 120 (25th–75th percentile, 79–223) RU/mL, median hs-cTnI was 6.5 (25th–75th percentile, 3.5–14.5) pg/mL, and median hs-cTnT was 16.8 (25th–75th percentile, 11.1–33.9) pg/mL. Concentrations of cTnI and cTnT were >99th percentile of a normal population in 42% and 61% of patients, respectively. In unadjusted and multivariable adjusted analyses, hs-cTnI/T were significantly associated with FGF-23. Adjusting for LVMI, but not CAC, weakened the association of FGF-23 and hs-cTnI/T.

Limitations

Vitamin D levels were not measured. Prevalence of CAD may have been underestimated since it was ascertained by self-report.

Conclusions

Minimally elevated cTnI and cTnT, detectable by high-sensitivity assays, are associated with elevated FGF-23 levels in stable outpatients with CKD. FGF-23-associated LVH may contribute to detectable hs-cTnI/T levels observed in non-dialysis-dependent CKD patients.

Keywords: fibroblast growth factor 23, high-sensitivity cardiac troponin, left ventricular hypertrophy, chronic kidney disease

Cardiovascular disease is the most frequent cause of death among patients with chronic kidney disease (CKD).1 Despite the high prevalence of traditional risk factors for atherosclerosis in CKD, heart failure, arrhythmia, and sudden death comprise a disproportionately greater burden of cardiovascular-related mortality in CKD compared to coronary artery disease (CAD).2 Left ventricular hypertrophy (LVH) and LV dysfunction are common non-atherosclerotic mechanisms of cardiovascular injury in CKD.3 Further understanding of the pathogenesis of cardiovascular disease in CKD is needed to define novel strategies for risk reduction.

An elevated level of fibroblast growth factor 23 (FGF-23), a recently discovered hormonal regulator of phosphate metabolism, has come to be understood as a novel risk factor for cardiovascular disease.46 FGF-23 concentrations increase with decreasing estimated glomerular filtration rate (eGFR), and help to maintain normal phosphate homeostasis in spite of reduced renal mass, by stimulating greater per-nephron phosphate excretion and decreasing 1,25-dihydroxyvitamin D levels.79 Elevated levels of FGF-23 are independently associated with prevalent and incident LVH, cardiovascular disease events and mortality in CKD and non-CKD populations.46,1013 Furthermore, a recent study demonstrated that FGF-23 directly induces LVH,13 suggesting that FGF-23 is not simply a biomarker of cardiovascular risk but rather, a novel molecular mediator of cardiac injury.

Cardiac troponin T (cTnT) and I (cTnI) are intracellular proteins that regulate contraction of cardiac myocytes by mediating the interaction between thick and thin filaments within the troponin-tropomysin complex.14 Whereas an acute rise in cardiac troponin levels is a diagnostic finding in acute coronary syndromes,15 cardiac troponin levels above the 99th percentile of a normal population are frequently detectable even in the absence of acute ischemia in patients with LVH and heart failure,1619 and are often detectable in individuals with early CKD without symptomatic heart disease.20,21 The mechanism of subclinical myocardial injury that is responsible for abnormal cardiac troponin values in the setting of CKD remains poorly understood.14,22 In a cross-sectional study of stable outpatients with non-dialysis-dependent CKD, we tested the hypotheses that elevated FGF-23 is associated with detectable cardiac troponin concentrations, and that presence of LVH mediates a component of this association.

Methods

Study Population

One hundred and fifty three patients with non-dialysis-dependent CKD were recruited from outpatient nephrology clinics at the Massachusetts General Hospital, the University of Maryland School of Medicine, and the Baltimore Veteran’s Administration Medical Center from 2006–2007. Eligibility requirements were age ≥ 30 years and sustained reduction (≥3 months) of eGFR ≤ 60 mL/min/1.73 m2 based on the 4-variable MDRD (Modification of Diet in Renal Disease) Study equation.23 Exclusion criteria included CKD stage 5 (eGFR < 15 mL/min/1.73 m2), renal replacement therapy (dialysis or kidney transplant), history of coronary artery bypass grafting, or a history of myocardial infarction within 90 days of enrollment. Patients with more severe symptoms than New York Heart Association class 1 heart failure or Canadian Cardiovascular Society class 1 angina were excluded in an effort to recruit a stable population of CKD patients with minimal or no symptoms of heart disease. The study was approved by the Institutional Review Boards of the Massachusetts General Hospital, the University of Maryland School of Medicine, and the Baltimore Veteran’s Administration Medical Center. All patients provided written informed consent.

Clinical and Laboratory Data Collection

Vital signs, demographic data, and current medications were collected at enrollment. CAD and other medical history were ascertained by self report. Blood and urine samples from each participant were collected and immediately centrifuged, separated into aliquots, and stored at −80°C for future batched analysis. Serum creatinine, calcium and phosphate were measured with standard commercial assays. As a secondary measure of kidney function, cystatin C concentrations were measured with BN ProSpec® (Siemens Healthcare Diagnostics, www.usa.siemens.com) and cystatin C-based eGFR (eGFRcys) was calculated using the nonstandardized CKD-EPI (CKD Epidemiology Collaboration) equation.24 Intact parathyroid hormone (PTH) concentrations were measured with the Roche Elecsys assay (Roche, www.roche.com). FGF-23 concentrations were measured in duplicate with a 2-site ELISA assay that detects 2 epitopes in the carboxyl-terminal portion of FGF-23 (CV <5 %; Immutopics, immutopicsintl.com).

Serum cTnI was measured by a prototype high-sensitivity assay (Dimension Vista® 1500, Siemens Healthcare Diagnostics). Serum cTnT was measured using a commercial high-sensitivity assay (Elecsys® 2012, Roche Diagnsotics, www.roche.com). Guidelines state optimal sensitivity of cardiac troponin assays is achieved when the diagnostic cut-point exceeds the 99th percentile of a normal reference population.25 The manufacturer provided reference values for high-sensitivity assays, defined by the 99th percentile of high-sensitivity cardiac troponin I (hs-cTnI) (n=288, 122 males [42%], age range 18–59 years) and high-sensitivity cardiac troponin T (hs-cTnT) (n=616, 309 males [50.2%] age range 20–71 years) levels in healthy participants. For hs-cTnI, the reported 99th percentile cutoff is 9 pg/mL (10% CV at 3 pg/mL); for hs-cTnT, the 99th percentile cutoff is 14 pg/mL (10% CV at 13 pg/mL). Although cTnI/T and FGF-23 levels were measured from a single serum sample only, recent reports suggest that troponins and FGF-23 do not readily fluctuate in individuals over time.2628

Cardiac Imaging

All participants underwent two-dimensional transthoracic echocardiograms which were interpreted by a single reviewer at the University of Maryland who was blinded to the participants’ clinical data. Left ventricular mass index (LVMI) was calculated with the modified American Society of Echocardiography equation indexed to height2.71. LVH was defined as LVMI >50 g/m2.71 for men and >47 g/m2.71 for women.10

All participants underwent cardiac computed tomography scans to assess coronary artery calcification (CAC). Examinations were performed on a 64-slice scanner (Sensations 64 [Siemens Medical Solutions, www.medical.siemens.com] at the Massachusetts General Hospital; Brilliance 64 [Philips Healthcare, www.healthcare.philips.com] at the University of Maryland) using standard protocols. A single blinded observer at the University of Maryland quantified calcifications with dedicated scoring software (Brilliance Workspace, Philips Healthcare) using the method of Agatston et al.29 A positive test was defined as CAC ≥ 100 Agatston units (U).

Statistical Analyses

Clinical characteristics were assessed with standard descriptive statistics. We defined abnormal cTnI/T concentrations as values > 99th percentile of a healthy population. We used Spearman correlation coefficients to examine the univariate predictors of hs- cTnI/T concentrations. Additionally, we determined the prevalence of LVH among those with FGF-23 levels below the median and both hs-cTnI and hs-cTnT below the 99th percentile of normal versus those with FGF-23 levels above the median and both hs-cTnI and hs-cTnT above the 99th percentile of normal.

Next, we performed multivariable linear regression analyses to investigate the independent association between FGF-23 and hs-cTnI/T. All variables were examined on a continuous scale, and FGF-23, hs-cTnI, hs-cTnT, PTH, and CAC were natural log transformed (Ln) to approximate a normal distribution. Separate regression analyses were performed for hs-cTnI and hs-cTnT as the dependent variables. In all models, we included FGF-23 as the primary predictor and adjusted for age, sex, systolic blood pressure (SBP), diabetes, eGFR, serum phosphate, PTH, and history of CAD. We tested whether eGFR or SBP modified the association between FGF-23 and hs- cTnI/T. We substituted eGFRcys for eGFR calculated by the MDRD Study equation in a sensitivity analysis and examined multivariable models with the inclusion of active vitamin D use as a covariate. Finally, we repeated the main adjusted analyses in the subgroup of participants without a history of self-reported CAD to further investigate the relationship between FGF-23 and cTnI/T independent of known CAD.

In order to determine whether LVMI or CAC, a marker of CAD, mediated the relationship between FGF-23 and hs- cTnI/T, these variables were separately added to the adjusted models expressed as both continuous and categorical variables (presence or absence of LVH and CAC score < or ≥ 100 U). Based on our hypothesis that the association of FGF-23 and hs-cTnI/T is mediated by LVH independent of CAD, we expected that the addition of LVMI to the model, but not CAC, would weaken the association between FGF-23 and hs-cTnI/T. Two-sided P-values <0.05 were considered statistically significant. All statistical analyses were performed using JMP Pro 9 statistical software (www.jmp.com).

Results

Patient Characteristics

Mean eGFR in the entire study population was 34 ± 11 mL/min/1.73m2, 15% had a known history of prevalent CAD, and 13% were taking active vitamin D. Median hs-cTnI was 6.5 (25th–75th percentile, 3.5–14.5) pg/mL, and median hs-cTnT was 16.8 (25th–75th percentile, 11.1–33.9) pg/mL. Median FGF-23 was 120 (25th–75th percentile, 79–223) RU/mL, which is greater than levels observed in healthy individuals.12,30 Table 1 summarizes clinical data for the 153 participants stratified by FGF-23 below and above the median. Those with higher FGF-23 had a significantly lower eGFR, higher hs-cTnI and hs-cTnT, and greater likelihood of active vitamin D use (P<0.05 for all). Concentrations of cTnI and cTnT were > 99th percentile of a normal population in 42% and 61% of the study population, respectively, and those with higher FGF-23 were more likely to have abnormal hs-cTnI/T levels (P<0.05 for both). Differences in cardiac imaging data among subgroups dichotomized by median FGF-23 were not statistically significant.

Table 1
Demographic and clinical data stratified by median FGF-23

Univariate and Stratified Analyses

Both hs-cTnI and hs-cTnT were significantly correlated with FGF-23 (r=0.28 [P=0.001] and r=0.34 [P<0.001], respectively; Figure 1). With the exception of higher SBP (for hs-cTnI, r=0.18, P=0.03; for hs-cTnT, r=0.16, P=0.05), detectable hs-cTnI/T were not consistently associated with most traditional cardiovascular risk factors, including smoking, diabetes, obesity, and cholesterol levels. Both hs-cTnI and hs-cTnT were correlated with eGFR (r=−0.16 [P=0.05] and r=−0.32 [P<0.001], respectively), but neither correlated with phosphate, calcium, or PTH.

Figure 1
Scatter plots of high sensitivity (A) cardiac troponin I (hs-cTnI) and (B) cardiac troponin T (hs-cTnT) versus fibroblast growth factor 23 (FGF-23) in patients with chronic kidney disease. Red lines indicate best-fit regression lines derived from the ...

Median hs-cTnT was significantly greater in those with CAC score ≥ 100 U versus those with scores < 100 (21.7 pg/mL versus 14.6 pg/mL, respectively; P=0.009). Median concentrations of both hs-cTnI and hs-cTnT were higher among those with LVH compared to those without (for hs-cTnT, 28.7 pg/mL versus 15.6 pg/mL; for hs-cTnI, 17.9 pg/mL versus 4.9 pg/mL; P<0.001 for each). No participants with FGF-23 levels below the median and both hs-cTnI and hs-cTnT below the 99th percentile of normal had LVH. In contrast, among those with FGF-23 levels above the median and both hs-cTnI and hs-cTnT above the 99th percentile of normal, the prevalence of LVH was 35% compared with 21% in the overall study population.

Multivariable Analyses

The significant unadjusted association between FGF-23 and hs-cTnI/T was unchanged with adjustment for demographic characteristics, eGFR and other CKD-specific risk factors (Table 2). In the full models neither PTH nor serum phosphate was associated with either hs-cTnI or hs-cTnT.

Table 2
Unadjusted and adjusted associations of ln(FGF-23) with ln(hs-cTnI/T) concentrations

Adjusting for eGFRcys in place of eGFR calculated by the MDRD Study equation and adjusting for active vitamin D use yielded consistent results. Although hs-cTnI/T were higher among participants with lower eGFR and higher SBP, neither eGFR nor SBP modified the association between FGF-23 and hs-cTnI/T (P for interaction > 0.05 for each). Additionally, even among individuals with no known history of CAD, FGF-23 was significantly associated with hs-cTnI (β=0.33, P=0.003) and hs-cTnT (β=0.24, P<0.001) in fully adjusted multivariable models.

Effect Mediation

Adjusting for CAC had no significant effect on the association between FGF-23 and both hs-cTnI and hs-cTnT (Table 2). In contrast, the addition of presence of LVH or LVMI, expressed as a continuous variable, to the multivariable model weakened the association between FGF-23 and both hs-cTnI and hs-cTnT.

Discussion

In this cross-sectional study of 153 participants with non-dialysis-dependent CKD without symptomatic cardiovascular disease, higher FGF-23 levels were independently associated with detectable cTnI and cTnT concentrations measured by high-sensitivity assays. The association between FGF-23 and cTnI/T was independent of traditional CAD risk factors and was unchanged after adjusting for CAC, suggesting that the relationship was not mediated by atherosclerosis. In contrast, the strength of association between FGF-23 and cTnI/T was partially attenuated by adjusting for LVMI and presence of LVH. This suggests that the relationship between FGF-23 and cTnI/T levels may be partially mediated by LVH. Our recent report, in which elevated FGF-23 levels predicted new-onset LVH in a prospective study of non-dialysis-dependent CKD patients and directly induced LVH in animal models,13 supports our hypothesis that FGF-23-mediated LVH contributes to the high rates of detectable cTnI/T levels in asymptomatic CKD patients.

Observational studies have consistently reported that increased cTnT predicts cardiovascular disease and mortality in asymptomatic CKD and dialysis-dependent patients.3139 Whether detectable cTnI/T levels in asymptomatic patients with CKD are caused by subclinical coronary ischemia,36,40,41 structural and functional LV abnormalities,38,42,43 or a combination of both remains unresolved. Myocardial strain caused by LVH may alter cardiac myocyte permeability leading to cTnI/T release, and increased oxygen demand by the hypertrophic LV coupled with diminished coronary reserve may result in subclinical ischemia with or without macrovascular CAD.22 Our finding that traditional atherosclerosis risk factors did not consistently correlate with either hs-cTnI or hs-cTnT suggests that atherosclerosis was not an important determinant of detectable cTnI/T levels in this study.

New data from large observational studies in the general population also indicate that non-atherosclerotic factors may be the primary cause of chronically detectable cTnI/T concentrations.18,19 In asymptomatic individuals with and without cardiovascular disease, hs-cTnT was significantly associated with cardiovascular death and heart failure but not with myocardial infarction.18 While similar outcome studies in CKD are lacking, one recent study found that cTnT was not closely related to CAD, despite a 33% prevalence of CAD in this CKD population.44 In our cohort, cTnI/T were elevated above the 99th percentile cut-point even in patients without a history of CAD (58% for cTnT; 35% for cTnI). We acknowledge that ascertainment of CAD by self-report may underestimate true CAD prevalence in our study, and that individuals with undiagnosed CAD could contribute to the high rate of detectable hs-cTnI/T. However, median hs-cTnT was above the 99th percentile cut-point even in those with CAC < 100 U, who were unlikely to have significant asymptomatic CAD, and the highest hs-cTnT and hs-cTnI levels were observed among patients with LVH.

A limitation of our cross-sectional study is that a causal mechanism linking FGF-23, LVH and detectable cTnI/T cannot be inferred. However, our data add to growing evidence that FGF-23 plays a central role in cardiac injury among those with CKD, and are consistent with the results of animal studies of FGF-23 and LVH.13 While our data conflict with a study that found neither FGF-23 nor LVMI was associated with cTnT; that study was performed in a hemodialysis population in which cTnT concentrations were not measured by high-sensitivity assays.45 In contrast, our results validate two recent studies in which hs-cTnT was independently associated with FGF-23 in an analogous cohort of non-dialysis-dependent patients21 and in those undergoing hemodialysis.46 The inclusion of cardiac imaging in the present study extends these results by allowing analysis of the relationship between these biomarkers and cardiac morphology. Another limitation is absence of vitamin D levels, since low levels have been associated with elevated cTnT and FGF-23 levels, and deficiency may contribute to LVH and cardiovascular disease.4749 Further studies are needed to determine if routine measurement of hs-cTnI/T and FGF-23 levels may promote early identification of CKD patients at high risk for cardiovascular disease events, and whether interventions that lower FGF-23 levels will also reduce cTnI/T levels in CKD patients.

Acknowledgments

Support: Funding for the main study in CKD subjects was provided by an investigator-initiated grant from Dade Behring (now Siemens Healthcare Diagnostics) to Dr deFilippi. For the present study, all the hypotheses and analyses were generated and tested by authors independently of industry support. This study was supported by the American Society of Nephrology Student Scholars Grant (to Ms Smith) and by grants from the National Institutes of Health (K30RR02229207, M01RR01066, Mallinckrodt General Clinical Research Center at Massachusetts General Hospital; R01DK076116 to Dr Wolf).

Footnotes

Financial Disclosure: The authors declare that they have no other relevant financial interests.

Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final citable form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.

References

1. Go AS, Chertow GM, Fan D, McCulloch CE, Hsu CY. Chronic kidney disease and the risks of death, cardiovascular events, and hospitalization. N Engl J Med. 2004;351(13):1296–1305. [PubMed]
2. US Renal Data System. USRDS 2011 Annual Data Report: Atlas of Chronic Kidney Disease and End-Stage Renal Disease in the United States. Am J Kidney Dis. 2012;59(1 suppl 1):e1–e420. [PubMed]
3. Middleton RJ, Parfrey PS, Foley RN. Left ventricular hypertrophy in the renal patient. J Am Soc Nephrol. 2001;12(5):1079–1084. [PubMed]
4. Gutierrez OM, Mannstadt M, Isakova T, et al. Fibroblast growth factor 23 and mortality among patients undergoing hemodialysis. N Engl J Med. 2008;359(6):584–592. [PMC free article] [PubMed]
5. Isakova T, Xie H, Yang W, et al. Fibroblast growth factor 23 and risks of mortality and end-stage renal disease in patients with chronic kidney disease. JAMA. 2011;305(23):2432–2439. [PMC free article] [PubMed]
6. Kendrick J, Cheung AK, Kaufman JS, et al. FGF-23 Associates with Death, Cardiovascular Events, and Initiation of Chronic Dialysis. J Am Soc Nephrol. 2011;22(10):1913–22. [PubMed]
7. Gutierrez O, Isakova T, Rhee E, et al. Fibroblast growth factor-23 mitigates hyperphosphatemia but accentuates calcitriol deficiency in chronic kidney disease. J Am Soc Nephrol. 2005;16(7):2205–2215. [PubMed]
8. Larsson T, Nisbeth U, Ljunggren O, Juppner H, Jonsson KB. Circulating concentration of FGF-23 increases as renal function declines in patients with chronic kidney disease, but does not change in response to variation in phosphate intake in healthy volunteers. Kidney Int. 2003;64(6):2272–2279. [PubMed]
9. Shigematsu T, Kazama JJ, Yamashita T, et al. Possible involvement of circulating fibroblast growth factor 23 in the development of secondary hyperparathyroidism associated with renal insufficiency. Am J Kidney Dis. 2004;44(2):250–256. [PubMed]
10. Gutierrez OM, Januzzi JL, Isakova T, et al. Fibroblast growth factor 23 and left ventricular hypertrophy in chronic kidney disease. Circulation. 2009;119(19):2545–2552. [PMC free article] [PubMed]
11. Mirza MA, Larsson A, Melhus H, Lind L, Larsson TE. Serum intact FGF23 associate with left ventricular mass, hypertrophy and geometry in an elderly population. Atherosclerosis. 2009;207(2):546–551. [PubMed]
12. Parker BD, Schurgers LJ, Brandenburg VM, et al. The associations of fibroblast growth factor 23 and uncarboxylated matrix Gla protein with mortality in coronary artery disease: the Heart and Soul Study. Ann Intern Med. 2010;152(10):640–648. [PMC free article] [PubMed]
13. Faul C, Amaral AP, Oskouei B, et al. FGF23 induces left ventricular hypertrophy. J Clin Invest. 2011;121(11):4393–4408. [PMC free article] [PubMed]
14. Freda BJ, Tang WH, Van Lente F, Peacock WF, Francis GS. Cardiac troponins in renal insufficiency: review and clinical implications. J Am Coll Cardiol. 2002;40(12):2065–2071. [PubMed]
15. Thygesen K, Alpert JS, White HD, et al. Universal definition of myocardial infarction. Circulation. 2007;116(22):2634–2653. [PubMed]
16. Wallace TW, Abdullah SM, Drazner MH, et al. Prevalence and determinants of troponin T elevation in the general population. Circulation. 2006;113(16):1958–1965. [PubMed]
17. Roongsritong C, Warraich I, Bradley C. Common causes of troponin elevations in the absence of acute myocardial infarction: incidence and clinical significance. Chest. 2004;125(5):1877–1884. [PubMed]
18. Omland T, de Lemos JA, Sabatine MS, et al. A sensitive cardiac troponin T assay in stable coronary artery disease. N Engl J Med. 2009;361(26):2538–2547. [PMC free article] [PubMed]
19. Saunders JT, Nambi V, de Lemos JA, et al. Cardiac troponin T measured by a highly sensitive assay predicts coronary heart disease, heart failure, and mortality in the Atherosclerosis Risk in Communities Study. Circulation. 2011;123(13):1367–1376. [PMC free article] [PubMed]
20. Tsutamoto T, Kawahara C, Yamaji M, et al. Relationship between renal function and serum cardiac troponin T in patients with chronic heart failure. Eur J Heart Fail. 2009;11(7):653–658. [PubMed]
21. Ford ML, Smith ER, Tomlinson LA, Chatterjee PK, Rajkumar C, Holt SG. FGF-23 and osteoprotegerin are independently associated with myocardial damage in chronic kidney disease stages 3 and 4. Another link between chronic kidney disease-mineral bone disorder and the heart. Nephrol Dial Transplant. 2012;27(2):727–33. [PubMed]
22. Wang AY, Lai KN. Use of cardiac biomarkers in end-stage renal disease. J Am Soc Nephrol. 2008;19(9):1643–1652. [PubMed]
23. Levey AS, Bosch JP, Lewis JB, Greene T, Rogers N, Roth D. A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of Diet in Renal Disease Study Group. Ann Intern Med. 1999;130(6):461–470. [PubMed]
24. Stevens LA, Coresh J, Schmid CH, et al. Estimating GFR using serum cystatin C alone and in combination with serum creatinine: a pooled analysis of 3,418 individuals with CKD. Am J Kidney Dis. 2008;51(3):395–406. [PMC free article] [PubMed]
25. Giannitsis E, Kurz K, Hallermayer K, Jarausch J, Jaffe AS, Katus HA. Analytical validation of a high-sensitivity cardiac troponin T assay. Clin Chem. 2010;56(2):254–261. [PubMed]
26. Kumar N, Michelis MF, DeVita MV, Panagopoulos G, Rosenstock JL. Troponin I levels in asymptomatic patients on haemodialysis using a high-sensitivity assay. Nephrol Dial Transplant. 2011;26(2):665–670. [PubMed]
27. Conway B, McLaughlin M, Sharpe P, Harty J. Use of cardiac troponin T in diagnosis and prognosis of cardiac events in patients on chronic haemodialysis. Nephrol Dial Transplant. 2005;20(12):2759–2764. [PubMed]
28. Isakova T, Xie H, Barchi-Chung A, et al. Fibroblast growth factor 23 in patients undergoing peritoneal dialysis. Clin J Am Soc Nephrol. 2011;6(11):2688–2695. [PubMed]
29. Agatston AS, Janowitz WR, Hildner FJ, Zusmer NR, Viamonte M, Jr, Detrano R. Quantification of coronary artery calcium using ultrafast computed tomography. J Am Coll Cardiol. 1990;15(4):827–832. [PubMed]
30. Mirza MA, Larsson A, Lind L, Larsson TE. Circulating fibroblast growth factor-23 is associated with vascular dysfunction in the community. Atherosclerosis. 2009;205(2):385–390. [PubMed]
31. Ooi DS, Zimmerman D, Graham J, Wells GA. Cardiac troponin T predicts long-term outcomes in hemodialysis patients. Clin Chem. 2001;47(3):412–417. [PubMed]
32. Dierkes J, Domrose U, Westphal S, et al. Cardiac troponin T predicts mortality in patients with end-stage renal disease. Circulation. 2000;102(16):1964–1969. [PubMed]
33. Khan NA, Hemmelgarn BR, Tonelli M, Thompson CR, Levin A. Prognostic value of troponin T and I among asymptomatic patients with end-stage renal disease: a meta-analysis. Circulation. 2005;112(20):3088–3096. [PubMed]
34. Abbas NA, John RI, Webb MC, et al. Cardiac troponins and renal function in nondialysis patients with chronic kidney disease. Clin Chem. 2005;51(11):2059–2066. [PubMed]
35. Wang AY, Lam CW, Wang M, et al. Prognostic value of cardiac troponin T is independent of inflammation, residual renal function, and cardiac hypertrophy and dysfunction in peritoneal dialysis patients. Clin Chem. 2007;53(5):882–889. [PubMed]
36. deFilippi C, Wasserman S, Rosanio S, et al. Cardiac troponin T and C-reactive protein for predicting prognosis, coronary atherosclerosis, and cardiomyopathy in patients undergoing long-term hemodialysis. JAMA. 2003;290(3):353–359. [PubMed]
37. Apple FS, Murakami MM, Pearce LA, Herzog CA. Predictive value of cardiac troponin I and T for subsequent death in end-stage renal disease. Circulation. 2002;106(23):2941–2945. [PubMed]
38. Mallamaci F, Zoccali C, Parlongo S, et al. Troponin is related to left ventricular mass and predicts all-cause and cardiovascular mortality in hemodialysis patients. Am J Kidney Dis. 2002;40(1):68–75. [PubMed]
39. Goicoechea M, Garca de Vinuesa S, Gomez-Campdera F, et al. Clinical significance of cardiac troponin T levels in chronic kidney disease patients: predictive value for cardiovascular risk. Am J Kidney Dis. 2004;43(5):846–853. [PubMed]
40. Ooi DS, Isotalo PA, Veinot JP. Correlation of antemortem serum creatine kinase, creatine kinase-MB, troponin I, and troponin T with cardiac pathology. Clin Chem. 2000;46(3):338–344. [PubMed]
41. Antman EM, Grudzien C, Mitchell RN, Sacks DB. Detection of unsuspected myocardial necrosis by rapid bedside assay for cardiac troponin T. Am Heart J. 1997;133(5):596–598. [PubMed]
42. Iliou MC, Fumeron C, Benoit MO, et al. Factors associated with increased serum levels of cardiac troponins T and I in chronic haemodialysis patients: Chronic Haemodialysis And New Cardiac Markers Evaluation (CHANCE) study. Nephrol Dial Transplant. 2001;16(7):1452–1458. [PubMed]
43. Duman D, Tokay S, Toprak A, Oktay A, Ozener IC, Unay O. Elevated cardiac troponin T is associated with increased left ventricular mass index and predicts mortality in continuous ambulatory peritoneal dialysis patients. Nephrol Dial Transplant. 2005;20(5):962–967. [PubMed]
44. McMurray JJ, Uno H, Jarolim P, et al. Predictors of fatal and nonfatal cardiovascular events in patients with type 2 diabetes mellitus, chronic kidney disease, and anemia: an analysis of the Trial to Reduce cardiovascular Events with Aranesp (darbepoetin-alfa) Therapy (TREAT) Am Heart J. 2011;162(4):748–755. e743. [PubMed]
45. Negishi K, Kobayashi M, Ochiai I, et al. Association between fibroblast growth factor 23 and left ventricular hypertrophy in maintenance hemodialysis patients. Comparison with B-type natriuretic peptide and cardiac troponin T. Circ J. 2010;74(12):2734–2740. [PubMed]
46. Holden RM, Beseau D, Booth SL, et al. FGF-23 is associated with cardiac troponin T and mortality in hemodialysis patients. Hemodial Int. 2012;16(1):53–8. [PubMed]
47. Hur SJ, Kim DM, Lim KH, et al. Vitamin D levels and their relationship with cardiac biomarkers in chronic hemodialysis patients. J Korean Med Sci. 2009;24 (Suppl):S109–114. [PMC free article] [PubMed]
48. Burnett-Bowie SA, Leder BZ, Henao MP, Baldwin CM, Hayden DL, Finkelstein JS. Randomized Trial Assessing the Effects of Ergocalciferol Administration on Circulating FGF23. Clin J Am Soc Nephrol. 2012;7(4):624–631. [PubMed]
49. Wang TJ, Pencina MJ, Booth SL, et al. Vitamin D deficiency and risk of cardiovascular disease. Circulation. 2008;117(4):503–511. [PMC free article] [PubMed]