| Literature DB >> 28365566 |
Rong Tao1, Qin Fan2,3, Hang Zhang2,3, Hongyang Xie2,3, Lin Lu2,3, Gang Gu2, Fang Wang2, Rui Xi2, Jian Hu2, Qiujing Chen3, Wenquan Niu4, Weifeng Shen2, Ruiyan Zhang2, Xiaoxiang Yan1,3.
Abstract
BACKGROUND: Renal dysfunction, commonly associated with cardiac dysfunction, has predictive value for adverse long-term outcomes in heart failure (HF). We previously identified a novel renal biomarker, interleukin-34 (IL-34), elevated in HF patients and associated with kidney dysfunction and coronary artery disease during HF. However, the prognostic value of IL-34 in HF remains unclear, so that the present study aimed to determine it. METHODS ANDEntities:
Keywords: heart failure; interleukin‐34; prognosis; renal insufficiency
Mesh:
Substances:
Year: 2017 PMID: 28365566 PMCID: PMC5533008 DOI: 10.1161/JAHA.116.004911
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
Baseline Characteristics According to Quartile of IL‐34 Levels in HF Patients
| IL‐34 <54.56 pg/mL (n=127) | 54.56 pg/mL ≤ IL‐34 <75.57 pg/mL (n=128) | 75.57 pg/mL ≤ IL‐34 <114.79 pg/mL (n=127) | IL‐34 ≥114.79 pg/mL (n=128) |
| |
|---|---|---|---|---|---|
| Age, y | 61.86±11.86 | 65.91±12.23 | 64.87±11.92 | 66.96±11.53 | 0.005 |
| Male, sex | 102 (80.3) | 101 (78.9) | 96 (75.6) | 106 (82.8) | 0.547 |
| Smoking | 64 (49.6) | 52 (40.6) | 56 (44.1) | 57 (44.5) | 0.549 |
| Alcohol use | 32 (25.2) | 27 (21.1) | 27 (21.3) | 30 (23.4) | 0.843 |
| BMI, kg/m2 | 24.99±3.41 | 24.75±3.68 | 24.33±3.83 | 23.95±3.16 | 0.096 |
| Systolic blood pressure, mm Hg | 126.46±24.93 | 129.01±21.84 | 125.17±20.10 | 129.59±22.33 | 0.342 |
| Diastolic blood pressure, mm Hg | 75.37±15.58 | 74.16±14.30 | 75.72±13.45 | 74.88±12.12 | 0.825 |
| Heart rate, beats/min | 79.66±14.09 | 79.70±17.41 | 79.71±12.16 | 78.74±13.80 | 0.938 |
| Medical history | |||||
| Atrial fibrillation | 19 (15.0) | 23 (18.0) | 21 (16.5) | 20 (15.6) | 0.924 |
| CAD | 88 (69.3) | 102 (79.7) | 105 (82.7) | 112 (87.5) | 0.003 |
| CKD | 26 (20.5) | 35 (27.3) | 35 (27.6) | 51 (39.8) | 0.007 |
| DM | 46 (36.2) | 47 (36.7) | 46 (36.2) | 47 (36.7) | 1.000 |
| Hypertension | 75 (59.1) | 86 (67.2) | 88 (69.3) | 85 (66.4) | 0.341 |
| Dyslipidemia | 41 (32.3) | 48 (37.5) | 40 (31.5) | 28 (21.9) | 0.054 |
| Echocardiography | |||||
| LVEF, % | 43.84±11.78 | 45.24±10.15 | 43.15±11.38 | 45.81±11.23 | 0.211 |
| LVEDd, mm | 59.64±9.58 | 58.64±7.83 | 60.01±8.36 | 59.24±7.53 | 0.619 |
| LVESd, mm | 46.72±10.75 | 45.17±8.99 | 46.81±9.56 | 45.26±8.85 | 0.357 |
| LAd, mm | 43.86±6.57 | 43.57±5.95 | 43.79±5.71 | 44.29±5.34 | 0.810 |
| Lab. examination | |||||
| WBC, ×109/L | 7.98±3.39 | 7.33±2.29 | 7.03±2.25 | 7.00±2.00 | 0.007 |
| Hemoglobin, g/L | 134.09±16.84 | 132.94±17.69 | 130.37±16.70 | 125.92±19.78 | 0.001 |
| Platelet, ×109/L | 197.38±65.36 | 179.81±67.39 | 178.84±59.72 | 175.12±61.80 | 0.026 |
| Fasting glucose, mmol/L | 6.32±3.48 | 5.90±1.61 | 5.94±2.23 | 5.71±1.97 | 0.237 |
| HbA1c, % | 6.51±1.23 | 6.53±1.25 | 6.59±1.28 | 6.41±1.30 | 0.738 |
| ALT, IU/L | 46.16±94.24 | 39.75±63.65 | 29.03±17.53 | 29.25±19.40 | 0.049 |
| Albumin, g/L | 35.75±4.55 | 35.91±4.40 | 35.86±5.29 | 34.57±5.26 | 0.090 |
| BUN, mmol/L | 6.69±3.14 | 6.78±3.27 | 6.66±2.81 | 7.72±4.41 | 0.042 |
| Creatinine, μmol/L | 90.89±34.03 | 91.27±26.23 | 91.43±31.07 | 124.88±132.86 | <0.001 |
| Uric acid, μmol/L | 364.80±122.94 | 379.93±136.53 | 377.50±123.11 | 380.79±140.74 | 0.748 |
| eGFRMDRD, mL/min per 1.73 m2 | 77.16±21.21 | 73.99±20.98 | 74.94±24.72 | 65.21±23.76 | <0.001 |
| CysC, mg/L | 1.16±0.43 | 1.25±0.40 | 1.29±0.41 | 1.60±1.25 | <0.001 |
| Total cholesterol, mmol/L | 4.08±1.05 | 3.98±1.09 | 3.99±1.05 | 3.82±0.97 | 0.265 |
| Triglyceride, mmol/L | 1.56±0.83 | 1.67±1.26 | 1.45±0.65 | 1.36±0.71 | 0.036 |
| LDL‐C, mmol/L | 2.54±0.85 | 2.34±0.83 | 2.44±0.83 | 2.23±0.79 | 0.027 |
| HDL‐C, mmol/L | 0.99±0.29 | 0.97±0.25 | 0.99±0.26 | 1.00±0.27 | 0.856 |
| hsCRP, mg/L | 14.89±35.54 | 22.90±52.17 | 13.48±28.23 | 23.88±50.01 | 0.145 |
| NT‐proBNP, pg/mL | 2569.50±3382.66 | 2612.11±4267.53 | 3394.43±5419.57 | 4136.48±5375.58 | 0.029 |
| CAG Gensini score | 33.37±40.77 | 42.18±42.09 | 44.82±44.77 | 54.11±44.89 | 0.002 |
| Medications | |||||
| ACEI/ARB | 89 (70.1) | 102 (79.7) | 104 (81.9) | 91 (71.1) | 0.060 |
| β‐blocker | 109 (85.8) | 114 (89.1) | 108 (85.0) | 103 (80.5) | 0.284 |
| Digoxin | 21 (16.5) | 15 (11.7) | 28 (22.0) | 17 (13.3) | 0.113 |
| Antiplatelet drugs | 98 (77.2) | 108 (84.4) | 107 (84.3) | 107 (83.6) | 0.367 |
| Nitrates | 45 (35.4) | 46 (35.9) | 52 (40.9) | 74 (57.8) | 0.001 |
| Statin | 90 (70.9) | 99 (77.3) | 108 (85.0) | 99 (77.3) | 0.061 |
| CCB | 16 (12.6) | 20 (15.6) | 23 (18.1) | 20 (15.6) | 0.687 |
| Hypoglycemic drugs | 20 (15.7) | 23 (18.0) | 30 (23.6) | 28 (21.9) | 0.377 |
Data are presented as the mean±SD or n (%). ACEI indicates angiotensin‐converting enzyme inhibitor; ALT, alanine aminotransferase; ARB, angiotensin receptor blocker; BUN, blood urea nitrogen; CAD, coronary artery disease; CAG, coronary angiogram; CCB, calcium‐channel blocker; CKD, chronic kidney disease; CysC, cystatin C; DM, diabetes mellitus; eGFR, estimated glomerular filtration rate; HbA1c, glycated hemoglobin; HDL‐C, high‐density lipoprotein cholesterol; HF, heart failure; hsCRP, high‐sensitivity C‐reactive protein; IL, interleukin; LAd, left atrium diameter; LDL‐C, low‐density lipoprotein cholesterol; LVEDd, left ventricular end‐diastolic diameter; LVEF, left ventricular ejection fraction; LVESd, left ventricular end‐systolic diameter; NT‐proBNP, N‐terminal pro‐brain natriuretic peptide; WBC, white blood cell.
Figure 1Serum IL‐34 level can predict poor outcomes in heart failure. Kaplan–Meier curves for the primary end point (A) and the three secondary end points of cardiovascular death (B), HF hospitalization (C), and all‐cause mortality (D) according to the quartiles of serum IL‐34 levels. Differences among groups were evaluated with the log‐rank test. HF indicates heart failure; IL, interleukin.
Uni‐ and Multivariable Cox Proportional Hazard Models for Serum IL‐34 Level as a Predictor of End Points in HF
| Unadjusted | Adjusted for Model 1 | Adjusted for Model 2 | ||||
|---|---|---|---|---|---|---|
| HR (CI) |
| HR (CI) |
| HR (CI) |
| |
| Primary end point | ||||||
| IL‐34 per SD | 1.249 (1.119–1.395) | <0.001 | 1.237 (1.104–1.387) | <0.001 | 1.155 (1.023–1.303) | 0.020 |
| Log IL‐34 per SD | 1.442 (1.248–1.667) | <0.001 | 1.401 (1.209–1.622) | <0.001 | 1.301 (1.115–1.518) | 0.001 |
| IL‐34 quartiles | 1.433 (1.221–1.681) | <0.001 | 1.398 (1.189–1.642) | <0.001 | 1.314 (1.104–1.564) | 0.002 |
| 1st quartile | 1 | 1 | 1 | |||
| 2nd quartile | 1.307 (0.739–2.312) | 0.357 | 1.157 (0.652–2.053) | 0.618 | 1.246 (0.671–2.312) | 0.486 |
| 3rd quartile | 1.795 (1.045–3.083) | 0.034 | 1.663 (0.967–2.861) | 0.066 | 1.785 (0.988–3.226) | 0.055 |
| 4th quartile | 2.868 (1.720–4.783) | <0.001 | 2.554 (1.527–4.273) | <0.001 | 2.205 (1.248–3.896) | 0.006 |
| Cardiovascular death | ||||||
| IL‐34 per SD | 1.332 (1.160–1.507) | <0.001 | 1.306 (1.139–1.498) | <0.001 | 1.278 (1.102–1.481) | 0.001 |
| Log IL‐34 per SD | 1.513 (1.251–1.830) | <0.001 | 1.450 (1.195–1.759) | <0.001 | 1.347 (1.096–1.655) | 0.005 |
| IL‐34 quartiles | 1.394 (1.127–1.725) | 0.002 | 1.342 (1.083–1.664) | 0.007 | 1.167 (0.917–1.486) | 0.210 |
| 1st quartile | 1 | 1 | 1 | |||
| 2nd quartile | 1.458 (0.677–3.141) | 0.336 | 1.244 (0.575–2.693) | 0.579 | 1.707 (0.712–4.093) | 0.231 |
| 3rd quartile | 1.886 (0.904–3.937) | 0.091 | 1.702 (0.814–3.558) | 0.157 | 2.021 (0.868–4.702) | 0.103 |
| 4th quartile | 2.771 (1.374–5.586) | 0.004 | 2.359 (1.164–4.778) | 0.017 | 1.739 (0.758–3.991) | 0.192 |
| HF hospitalization | ||||||
| IL‐34 per SD | 1.210 (1.045–1.401) | 0.011 | 1.200 (1.033–1.394) | 0.017 | 1.114 (0.927–1.338) | 0.251 |
| Log IL‐34 per SD | 1.408 (1.176–1.686) | <0.001 | 1.383 (1.153–1.658) | <0.001 | 1.234 (1.018–1.494) | 0.032 |
| IL‐34 quartiles | 1.432 (1.179–1.740) | <0.001 | 1.411 (1.160–1.716) | 0.001 | 1.274 (1.036–1.568) | 0.022 |
| 1st quartile | 1 | 1 | 1 | |||
| 2nd quartile | 1.381 (0.692–2.755) | 0.359 | 1.288 (0.643–2.580) | 0.474 | 1.525 (0.698–3.330) | 0.290 |
| 3rd quartile | 1.778 (0.915–3.455) | 0.090 | 1.702 (0.874–3.313) | 0.118 | 2.048 (0.966–4.339) | 0.061 |
| 4th quartile | 2.934 (1.570–5.484) | 0.001 | 2.744 (1.462–5.148) | 0.002 | 2.566 (1.241–5.305) | 0.011 |
| All‐cause mortality | ||||||
| IL‐34 per SD | 1.307 (1.158–1.475) | <0.001 | 1.291 (1.139–1.465) | <0.001 | 1.239 (1.088–1.410) | 0.001 |
| Log IL‐34 per SD | 1.477 (1.242–1.756) | <0.001 | 1.422 (1.193–1.695) | <0.001 | 1.343 (1.115–1.618) | 0.002 |
| IL‐34 quartiles | 1.351 (1.118–1.634) | 0.002 | 1.307 (1.079–1.582) | 0.006 | 1.166 (0.943–1.443) | 0.157 |
| 1st quartile | 1 | 1 | 1 | |||
| 2nd quartile | 1.338 (0.685–2.613) | 0.394 | 1.167 (0.595–2.289) | 0.652 | 1.392 (0.658–2.945) | 0.388 |
| 3rd quartile | 1.661 (0.872–3.167) | 0.123 | 1.519 (0.795–2.900) | 0.205 | 1.597 (0.782–3.262) | 0.199 |
| 4th quartile | 2.486 (1.350–4.578) | 0.003 | 2.153 (1.164–3.981) | 0.014 | 1.650 (0.817–3.330) | 0.163 |
IL‐34 levels were analyzed as a continuous variable, a log‐transformed continuous variable, an ordinal variable divided according to quartiles of IL‐34 levels, and a categorical variable using the lowest quartile as a reference. Primary end point indicates a composite end point of cardiovascular death or first‐time HF hospitalization. Model 1: adjusted for age and sex. Model 2: adjusted for age, sex, body mass index, smoking status, history of DM, history of hypertension, hsCRP, NT‐proBNP, cystatin C, hemoglobin, albumin, and NYHA class. Hazard ratios (HRs) are per 1 SD. DM indicates diabetes mellitus; HF, heart failure; hsCRP, high sensitivity C reactive protein; IL, interleukin; NT‐proBNP, N‐terminal pro‐brain natriuretic peptide; NYHA, New York Heart Association.
Figure 2Serum IL‐34 level predicted poor outcomes in heart failure, especially in those with renal dysfunction. A, Kaplan–Meier curves for the primary end point of 4 groups divided using the median IL‐34 level and an eGFR=60 mL/min per 1.73 m2 as the cut‐off values: non‐CKD with IL‐34 below the median, non‐CKD with IL‐34 above the median, CKD with IL‐34 below the median, and CKD with IL‐34 above the median. Log‐rank tests were used to compare the impact of IL‐34 on patients with or without CKD. B, Kaplan–Meier curves for the primary end point according to 4 groups divided using the median IL‐34 and median cystatin C level as the cut‐off values, similar to that illustrated in (A). Log‐rank tests were also performed. CKD indicates chronic kidney disease; CysC, cystatin C; eGFR, estimated glomerular filtration rate; IL, interleukin.
Uni‐ and Multivariate Cox Proportional Hazard Models for Serum IL‐34 as a Predictor of End Points in HF Patients With or Without CKD
| Unadjusted | Adjusted for Model | |||
|---|---|---|---|---|
| HR (CI) |
| HR (CI) |
| |
| Primary end point | ||||
| Non‐CKD | 1.365 (1.044–1.786) | 0.023 | 1.275 (0.973–1.670) | 0.078 |
| CKD | 1.595 (1.274–1.997) | <0.001 | 1.345 (1.117–1.619) | 0.002 |
| Cardiovascular death | ||||
| Non‐CKD | 1.389 (0.970–1.989) | 0.073 | 1.332 (0.929–1.910) | 1.332 |
| CKD | 1.345 (1.067–1.696) | 0.012 | 1.347 (1.051–1.727) | 0.019 |
| HF hospitalization | ||||
| Non‐CKD | 1.270 (0.937–1.722) | 0.123 | 1.163 (0.815–1.659) | 0.407 |
| CKD | 1.305 (1.039–1.638) | 0.022 | 1.273 (1.014–1.600) | 0.038 |
| All‐cause mortality | ||||
| Non‐CKD | 1.376 (1.014–1.869) | 0.041 | 1.330 (0.976–1.814) | 0.071 |
| CKD | 1.391 (1.062–1.637) | 0.012 | 1.306 (1.056–1.615) | 0.014 |
The primary end point indicates a composite end point of cardiovascular death or first‐time HF hospitalization. IL‐34 level was analyzed as a log‐transformed continuous variable. Model: adjusted for age, sex, body mass index, smoking status, history of DM, history of hypertension, hsCRP, NT‐proBNP, cystatin C, hemoglobin, albumin, and NYHA class. Hazard ratios (HRs) are per 1 SD. DM indicates diabetes mellitus; HF, heart failure; hsCRP, high‐sensitivity C reactive protein; IL, interleukin; NT‐proBNP, N‐terminal pro‐brain natriuretic peptide; NYHA, New York Heart Association.
C‐Statistic Analyses for Multivariable Analyses Including Different Risk Factors With and Without IL‐34 as Predictors of the Primary End Point in HF Patients
| AUC‐ROC | |||
|---|---|---|---|
| Total Cohort (n=510) | Non‐CKD (n=363) | CKD (n=147) | |
| IL‐34 |
0.627 (0.572–0.682) |
0.574 (0.491–0.657) |
0.630 (0.540–0.720) |
| Without IL‐34 |
0.827 (0.784–0.869) |
0.781 (0.707–0.855) |
0.724 (0.641–0.808) |
| With IL‐34 |
0.837 (0.795–0.878) |
0.786 (0.716–0.857) |
0.768 (0.687–0.848) |
|
| 0.364 | 0.784 | 0.033 |
Multivariable analysis with or without IL‐34 consists of several risk factors for the primary end point, including age, sex, body mass index, smoking status, history of DM, history of hypertension, hsCRP, NT‐proBNP, cystatin C, hemoglobin, albumin, and NYHA class. AUC‐ROC indicates area under the curve‐receiver operating characteristics; DM, diabetes mellitus; HF, heart failure; hsCRP, high‐sensitivity C reactive protein; IL, interleukin; NT‐proBNP, N‐terminal pro‐brain natriuretic peptide; NYHA, New York Heart Association.
Figure 3Event rates and Kaplan–Meier curve analysis according to the estimated IL‐34 cut‐off value. A, Event rates of the primary end point, cardiovascular death, HF hospitalization, and all‐cause mortality for HF patients below and above the IL‐34 cut‐off value (110.4 pg/mL). The numbers above each bar indicate the corresponding hazard ratio using the IL‐34 level as a binary variable divided by the cut‐off value in Cox regression analyses. B, Kaplan–Meier curve for the primary end point dichotomized according to a clinical cut‐off value of 110.4 pg/mL for the serum IL‐34 level. ** P<0.01; *** P<0.001. HF indicates heart failure; IL, interleukin.
Figure 4Risk stratification in patients with heart failure according to tertiles of serum IL‐34 and NT‐proBNP levels. The risk of the primary end point (cardiovascular death or HF hospitalization) significantly increases in patients with both biomarkers in the highest tertile compared with those with both biomarkers in the lowest tertile (P<0.001). HF indicates heart failure; IL, interleukin; NT‐proBNP, N‐terminal pro‐brain natriuretic peptide.