Study outline
A total of 1309 subjects admitted to St. Vincent’s Hospital due to HF were consecutively screened; 526 subjects were excluded: 431 patients who were misclassified, 32 excluded due to age, 5 with T1DM, and 58 with severe illness, including liver cirrhosis, malignancy, or sepsis, were excluded. Finally, 783 patients admitted for HF hospitalization from ED were recruited between March 2016 and June 2018 (Fig. 1). A total of 158 (20.2%) patients died and 159 patients (20.3%) experienced 3P-MACE during a median follow-up period (IQR, 7.0–35.0 months).
Baseline characteristics
The mean age of the patients was 72.3 ± 13.8 years, and 49.0% were men. The mean left ventricular ejection fraction was 41.9 ± 15.4%. A total of 397 patients (50.7%) had diabetes. The etiology of HF was ischemic heart disease (29.2%) and non-ischemic heart disease (70.8%) (Table 2). The median hospital stay was 6.0 days (IQR, 4.0–10.0 days).
A total of 386 patients (49.3%) were in group 1 (HF without T2DM group), 318 (40.6%) were in group 2 (T2DM without hypoglycemia), and 79 (10.1%) in group 3 (T2DM with hypoglycemia).
Several baseline characteristics were significantly different between the groups. As shown in Table 1, FPG (5.7 ± 0.8 mmol/L, 8.5 ± 4.1, and 3.3 ± 0.7 mmol/L, P < 0.001 for groups 1, 2, and 3, respectively), HbA1c level (5.7 ± 0.5%, 7.3 ± 3.3%, and 7.8 ± 1.8%, P < 0.001), eGFR (74.8 [56.7–99.6] mL/min/1.73 m2, 57.1 [36.5–83.8] mL/min/1.73 m2, and 45.9 [29.4–69.2] mL/min/1.73 m2, P < 0.001) showed significant differences between the three groups. Group 3 had a reduced left ventricular ejection fraction (38.7 ± 14.6% vs. 43.5 ± 15.0%, P = 0.029) compared with group 2 (Table 1).
Table 1
Baseline characteristics of patients according to the presence of type 2 diabetes or hypoglycemia with heart failure hospitalization
|
Heart failure
without T2 DM
|
Heart failure
with T2DM without hypoglycemia
|
Heart failure
with T2DM, hypoglycemia
|
P value
|
n
|
386 (49.3)
|
318 (40.6)
|
79 (10.1)
|
|
Age (years)
|
71.6 ± 15.6
|
73.2 ± 11.3
|
72.6 ± 13.7
|
0.269
|
Male
|
196 (50.8)
|
147 (46.2)
|
41 (51.9)
|
0.421
|
Body mass index (kg/m2)
|
22.8 (20.4–26.5)
|
24.0 (22.1–26.6)
|
23.5 (20.8–26.3)
|
0.002
|
Smoking
|
|
|
|
0.095
|
Current
|
66 (17.1)
|
48 (15.1)
|
8 (10.1)
|
|
Ex-smoker
|
30 (7.8)
|
36 (11.3)
|
13 (16.4)
|
|
T2DM
|
0 (0.0)
|
318 (100.0)
|
79 (100.0)
|
< 0.001
|
Duration of T2DM (years)
|
-
|
11.2 ± 10.4
|
14.3 ± 11.7
|
0.044
|
Hypertension
|
213 (55.2)
|
239 (75.2)
|
62 (78.5)
|
< 0.001
|
History of CHD
|
45 (11.7)
|
71 (22.3)
|
24 (30.4)
|
< 0.001
|
History of stroke
|
33 (8.5)
|
35 (11.0)
|
9 (11.4)
|
0.490
|
Previous HF
|
59 (15.3)
|
58 (18.2)
|
20 (25.3)
|
0.092
|
Duration of HF (years)
|
3.2 ± 2.8
|
6.1 ± 5.3
|
3.8 ± 3.1
|
0.026
|
Etiology of HF
|
|
|
|
< 0.001
|
Ischemic cause (coronary artery disease or myocardial infarction)
|
85 (22.0)
|
110 (34.6)
|
34 (43.0)
|
|
Nonischemic cause
|
301 (78.0)
|
208 (65.4)
|
45 (57.0)
|
|
Chronic kidney disease
|
107 (27.7)
|
166 (52.2)
|
54 (68.4)
|
< 0.001
|
Systolic blood pressure (mm Hg)
|
129.0 ± 26.2
|
135.0 ± 28.8
|
135.1 ± 26.4
|
0.010
|
Diastolic blood pressure (mm Hg)
|
77.9 ± 15.8
|
80.3 ± 16.7
|
77.8 ± 13.6
|
0.126
|
Heart rate (beats per min)
|
92.5 ± 23.7
|
92.8 ± 21.9
|
93.7 ± 23.3
|
0.910
|
Left ventricular ejection fraction (%)
|
41.3 ± 15.9
|
43.5 ± 15.0
|
38.7 ± 14.6
|
0.029
|
E/e’
|
19.0 ± 9.5
|
21.0 ± 10.2
|
20.9 ± 9.0
|
0.020
|
Laboratory variables
|
|
|
|
FPG (mmol/L)
|
5.7 ± 0.8
|
8.5 ± 4.1
|
3.3 ± 0.7
|
< 0.001
|
HbA1c (%)
|
5.7 ± 0.5
|
7.3 ± 3.3
|
7.8 ± 1.8
|
< 0.001
|
eGFR (mL•min-1•1.73m-2)
|
74.8 (56.7–99.6)
|
57.1 (36.5–83.8)
|
45.9 (29.4–69.2)
|
< 0.001
|
Total cholesterol (mmol/L)
|
3.9 ± 1.0
|
3.8 ± 1.1
|
3.5 ± 1.8
|
0.072
|
Triglyceride (mmol/L)
|
0.3 (0.7–1.1)
|
1.0 (0.8–1.4)
|
0.8 (0.7–1.1)
|
< 0.001
|
HDL-C (mmol/L)
|
1.1 ± 0.3
|
1.1 ± 0.4
|
1.1 ± 0.3
|
0.140
|
LDL-C (mmol/L)
|
2.4 ± 0.8
|
2.4 ± 0.9
|
2.2 ± 0.9
|
0.105
|
NT-pro BNP (pg/mL)
|
3900 (1707–7928)
|
4250 (1828–9598)
|
7485 (3266–24153)
|
< 0.001
|
hsTnT (ng/L)
|
25.0 (16.0–50.5)
|
32.0 (18.0–75.5)
|
66.0 (27.0–133.3)
|
< 0.001
|
CK-MB (ng/ml)
|
3.2 (2.1–5.6)
|
3.1 (2.1–5.5)
|
4.1 (2.4–6.3)
|
0.104
|
CPK (U/L)
|
104.0 (69.0–174.5)
|
103.0 (66.0–166.5)
|
104.0 (62.0–164.0)
|
0.722
|
CRP (mg/dl)
|
0.5 (0.2–1.7)
|
0.5 (0.2–2.1)
|
1.0 (0.2–3.2)
|
0.132
|
Medication
|
|
|
|
|
Cardiovascular medication
|
|
|
|
ACEi/ARB
|
115 (29.8)
|
122 (38.4)
|
29 (36.7)
|
0.050
|
ß-blocker
|
84 (21.8)
|
98 (30.9)
|
25 (31.6)
|
0.013
|
CCB
|
60 (15.5)
|
96 (30.4)
|
28 (35.4)
|
< 0.001
|
Diuretics
|
148 (38.3)
|
143 (45.0)
|
45 (57.0)
|
0.006
|
Aspirin
|
77 (19.9)
|
87 (27.4)
|
26 (32.9)
|
0.012
|
Statin
|
68 (17.6)
|
106 (33.3)
|
29 (36.7)
|
< 0.001
|
Diabetes treatment
|
|
|
|
Insulin
|
0 (0.0)
|
29 (9.1)
|
11 (13.9)
|
0.204
|
Sulfonylurea
|
0 (0.0)
|
59 (18.6)#
|
30 (38.0)#
|
< 0.001
|
Metformin
|
0 (0.0)
|
94 (29.6)
|
26 (32.9)
|
0.562
|
DPP-4 inhibitor
|
0 (0.0)
|
99 (31.1)
|
28 (35.4)
|
0.462
|
Data are number (percentage) or medians with 25th–75th percentiles, means ± SD. P < 0.05 was considered significant. |
CHD coronary heart disease, T2DM type 2 diabetes, FPG fasting plasma glucose, eGFR estimated glomerular filtration rate, HDL high-density lipoprotein, LDL low-density lipoprotein, ACEi/ARB, ACE inhibitor/angiotensin receptor blocker, CCB, calcium channel blocker. |
#P < 0.05 (comparison between heart failure with T2DM group and heart failure with T2DM and hypoglycemia). |
During a median follow-up period of 25 months, 159 patients (20.3%) developed 3P-MACE. Compared to those without 3P-MACE, patients with 3P-MACE had a lower body mass index (BMI) (22.6 [20.4–25.1] kg/m2 vs. 23.8 [21.3–26.7] kg/m2, P = 0.002), a higher frequency of history of T2DM (64.2% vs. 47.3%, P < 0.001), hypoglycemia at HF hospitalization (19.5% vs. 7.7%, P < 0.001), previous diagnosis of HF (24.5% vs. 15.7%, P = 0.009), CKD (49.7% vs. 39.7%, P = 0.023), and higher hsTnT levels (54.0 [27.0–122.8] ng/L vs. 26.0 [16.0–55.5] ng/L, P < 0.001), NT-pro-BNP levels (7490 [3002–19361] pg/mL vs 3825 [1603–7922] pg/mL, P < 0.001) than patients without 3P-MACE (Table 2).
Table 2
Baseline characteristics according to the development of three-point major adverse cardiovascular events (3P-MACE) in patients with heart failure hospitalization
|
Total
(n = 783)
|
3P MACE (-)
(n = 624)
|
3P MACE (+)
(n = 159)
|
P value
|
Age (years)
|
72.3 ± 13.8
|
72.4 ± 13.9
|
71.7 ± 13.8
|
0.472
|
Male
|
384 (49.0)
|
297 (47.6)
|
87 (54.7)
|
0.109
|
Body mass index (kg/m2)
|
23.5 (21.2–26.5)
|
23.8 (21.3–26.7)
|
22.6 (20.4–25.1)
|
0.002
|
Smoking (current)
|
122 (15.6)
|
95 (15.2)
|
27 (17.0)
|
0.390
|
T2DM
|
397 (50.7)
|
295 (47.3)
|
102 (64.2)
|
< 0.001
|
Duration of T2DM (years)
|
12.0 ± 10.8
|
12.2 ± 10.9
|
11.2 ± 10.7
|
0.484
|
Hypertension
|
514 (65.6)
|
402 (64.4)
|
112 (70.4)
|
0.154
|
History of CHD
|
140 (17.9)
|
101 (16.2)
|
39 (24.5)
|
0.014
|
History of stroke
|
77 (9.8)
|
60 (9.6)
|
17 (10.7)
|
0.684
|
History of heart failure
|
137 (17.5)
|
98 (15.7)
|
39 (24.5)
|
0.009
|
Duration of HF (years)
|
4.6 ± 4.4
|
5.3 ± 5.0
|
3.6 ± 2.9
|
0.206
|
Etiology of heart failure
|
|
|
|
0.002
|
Ischemic cause (coronary artery disease or myocardial infarction)
|
229 (29.2)
|
167 (26.8)
|
62 (39.0)
|
|
Nonischemic cause
|
554 (70.8)
|
457 (73.2)
|
97 (61.0)
|
|
Chronic kidney disease
|
317 (41.8)
|
248 (39.7)
|
79 (49.7)
|
0.023
|
Systolic blood pressure (mm Hg)
|
132.0 ± 27.4
|
133.1 ± 27.4
|
128.1 ± 27.5
|
0.101
|
Diastolic blood pressure (mm Hg)
|
79.0 ± 16.0
|
79.5 ± 15.9
|
76.4 ± 16.2
|
0.056
|
Heart rate (beats per min)
|
92.7 ± 23.0
|
92.6 ± 23.3
|
93.1 ± 21.8
|
0.397
|
Left ventricular ejection fraction (%)
|
41.9 ± 15.4
|
43.2 ± 15.5
|
36.8 ± 14.1
|
< 0.001
|
E/e’
|
19.9 ± 9.7
|
19.3 ± 9.2
|
23.0 ± 11.2
|
< 0.001
|
Hypoglycemia during hospitalization
|
79 (10.1)
|
48 (7.7)
|
31 (19.5)
|
< 0.001
|
Laboratory variables
|
|
|
|
|
FPG (mmol/L)
|
6.6 ± 3.2
|
6.6 ± 3.0
|
6.9 ± 4.0
|
0.754
|
HbA1c (%)
|
6.7 ± 2.5
|
6.7 ± 2.7
|
7.0 ± 1.6
|
0.002
|
eGFR (mL•min− 1•1.73m− 2)
|
66.8 (45.0–87.7)
|
69.2 (45.8–89.5)
|
61.1 (36.0–80.7)
|
0.003
|
Total cholesterol (mmol/L)
|
3.8 ± 1.1
|
3.8 ± 1.0
|
3.8 ± 1.1
|
0.916
|
Triglyceride (mmol/L)
|
0.9 (0.7–1.2)
|
0.9 (0.7–1.2)
|
0.9 (0.7–1.1)
|
0.962
|
HDL-C (mmol/L)
|
1.1 ± 0.3
|
1.1 ± 0.3
|
1.1 ± 0.3
|
0.456
|
LDL-C (mmol/L)
|
2.4 ± 0.9
|
2.4 ± 0.8
|
2.5 ± 0.9
|
0.533
|
NT-pro BNP (pg/mL)
|
4238 (1860–9302)
|
3825 (1603–7922)
|
7490 (3002–19361)
|
< 0.001
|
hsTnT (ng/L)
|
29.0 (17.0–65.0)
|
26.0 (16.0–55.5)
|
54.0 (27.0–122.8)
|
< 0.001
|
CK-MB (ng/ml)
|
3.2 (2.1–5.6)
|
3.2 (2.1–5.4)
|
3.7 (2.2–6.8)
|
0.044
|
CPK (U/L)
|
104.0 (68.5–170.0)
|
103.0 (69.0–167.3)
|
105.0 (65.0–191.0)
|
0.891
|
CRP (mg/dl)
|
0.5 (0.2–2.0)
|
0.5 (0.2–1.8)
|
0.8 (0.3–2.9)
|
0.010
|
Medication
|
|
|
-
|
|
Cardiovascular medication
|
|
|
|
ACEi/ARB
|
266 (34.0)
|
214 (34.3)
|
52 (32.7)
|
0.705
|
ß-blocker
|
207 (26.5)
|
170 (27.3)
|
37 (23.3)
|
0.305
|
CCB
|
184 (23.6)
|
149 (24.0)
|
35 (22.0)
|
0.607
|
Diuretics
|
336 (42.9)
|
252 (40.4)
|
84 (52.8)
|
0.005
|
Aspirin
|
190 (24.3)
|
148 (23.7)
|
42 (26.4)
|
0.479
|
Statin
|
203 (25.9)
|
162 (26.0)
|
41 (25.8)
|
0.964
|
Diabetes treatment
|
|
|
|
|
Insulin
|
40 (5.1)
|
32 (5.1)
|
8 (5.0)
|
0.961
|
Sulfonylurea
|
89 (11.4)
|
63 (10.1)
|
26 (16.4)
|
0.027
|
Metformin
|
120 (15.3)
|
88 (14.1)
|
32 (20.1)
|
0.060
|
DPP-4 inhibitor
|
127 (16.2)
|
94 (15.1)
|
33 (20.8)
|
0.082
|
Data are number (percentage) or medians with 25th–75th percentiles, means ± SD. P < 0.05 was considered significant. |
CHD coronary heart disease, T2DM, type 2 diabetes, FPG fasting plasma glucose, eGFR estimated glomerular filtration rate, HDL high-density lipoprotein, LDL low-density lipoprotein, ACEi/ARB, ACE inhibitor/angiotensin receptor blocker, CCB, calcium channel blocker. |
In addition, there was higher use of sulfonylurea (16.4% vs. 10.1%) in patients with 3P-MACE than in those without 3P-MACE.
The median time from HF hospitalization to 3P-MACE was 7 months (IQR 1.0–19.0 months). Of the 159 patients who developed 3P-MACE, 31 (39.2%) were in group 3, 71 (22.3%) in group 2, and 57 (14.8%) in group 1 (P for trend < 0.001).
Relationship between type 2 diabetes, hypoglycemia and 3P-MACE, All-cause mortality
Tables 3 and S3 show that the presence of T2DM and hypoglycemia (blood glucose ≤ 3.9 mmol/L) at the time of HF hospitalization was a significant risk factor for 3P-MACE. In addition, the impact of hypoglycemia on 3P-MACE was substantially greater than that of T2DM (group 3; HR: 2.29; 95% CI: 1.04–5.06, group 2; HR: 1.42; 95% CI: 0.86–2.33) after adjusting for age, sex, BMI, diabetes duration (≥ 10 years), history of CVD, HF, etiology of HF, presence of CKD, SBP, FPG, HbA1c, use of insulin, sulfonylurea, antihypertensive medication, statin, levels of hsTnT, NT-pro BNP, and CRP, and compared to group 1 (HF without T2DM).
Table 3
Unadjusted and adjusted hazard ratios (HR) (95% CI) for adverse cardiovascular outcome and all-cause mortality in heart failure hospitalization with and without type 2 diabetes.
|
Group 1
|
Group 2
|
Group 3
|
Model 1*
|
Model 2*
|
Model 3*
|
|
Patients without T2DM
|
Patients with T2DM without hypoglycemia
|
Patients with T2DM and hypoglycemia
|
HR (95% CI)
|
HR (95% CI)
|
HR (95% CI)
|
3P-MACE
|
1.00
|
1.38 (0.97–1.96)
|
2.68 (1.73–4.15)
|
2.67 (1.72–4.15)
|
3.53 (1.92–6.49)
|
2.29 (1.04–5.06)
|
Cardiovascular mortality
|
1.00
|
1.15 (0.73–1.82)
|
3.28 (1.93–5.57)
|
3.28 (1.93–5.56)
|
4.95 (2.35–10.42)
|
2.87 (1.17–7.05)
|
All-cause mortality
|
1.00
|
1.45 (1.02–2.06)
|
3.35 (2.17–5.16)
|
3.37 (2.15–5.19)
|
4.53 (2.52–8.16)
|
2.58 (1.26–5.31)
|
Group 1 hospitalization for heart failure without T2DM, Group 2 hospitalization for heart failure with T2DM, Group 3 hospitalization for heart failure with T2DM and hypoglycemia, HR hazard ratio, T2DM type 2 diabetes. |
*Model 1 was adjusted for age and sex. |
*Model 2 additionally included body mass index, current smoking status, presence of previous coronary heart disease, stroke, heart failure, etiology of heart failure, duration of diabetes (if subjects had T2DM), systolic blood pressure, fasting plasma glucose, HbA1c ≥ 7%, and presence of chronic kidney disease (eGFR ≤ 60 mL/min/1.73 m2). |
*Model 3 additionally included use of antihypertensive medications, statins, insulin, sulfonylurea, hsTnT, NT-pro BNP, CRP level, and reduced EF (EF ≤ 40%). |
Moreover, body mass index (P = 0.006), history of HF (P = 0.008), SBP (P = 0.001), and NT-pro BNP level (P = 0.010) were also independent covariates for 3P-MACE in HF patients in this study (Table S3).
There were no significant interactions between the effect of hypoglycemia and BMI (P-interaction = 0.866), SBP (P-interaction = 0.243), and NT-pro BNP (P-interaction = 0.810) on the risk of 3P-MACE. A significant interaction of the effect of hypoglycemia and previous HF with the risk of 3P MACE was observed in this study (P for interaction = 0.036).
The cumulative hazard rate (HR) of the development of 3P MACE and all-cause mortality according to T2DM or hypoglycemia is shown in Fig. 2. The highest rate of all-cause mortality was noted in group 3. Thirty-three patients (42.3%) in group 3 and 70 patients (21.9%) in group 2, and 55 patients (14.2%) in group 1 died, and the HR of group 3 for all-cause mortality was 2.58 (95% CI: 1.26–5.31) (P for trend = 0.002).
Mortality rate at 1 year was 12.7% in all patients with HF; 10.1% in group 1, 11.0% in group 2, and 32.9% in group 3. Mortality rate at 2 years was 17.6% (138) in patients with HF, 13.5% in group 1, 17.0% in group 2, 40.5% in group 3.
Older age (P = 0.022), lower body mass index (P < 0.001), history of HF (P = 0.023), SBP (P = 0.012), hsTnT (P = 0.025), and NT-proBNP (P = 0.002) were also significant predictors of all-cause mortality. However, there were no significant interactions between the effects of hypoglycemia and age (P-interaction = 0.810), BMI (P-interaction = 0.387), SBP (P-interaction = 0.703), hsTnT (P-interaction = 0.423), and NT-pro BNP (P-interaction = 0.685) on the risk of all-cause mortality.
A similar result was found for CV mortality (Table 3): Group 3 was a significant predictor of CV mortality (group 3; HR: 2.88; 95% CI: 1.17–7.05, group 2; HR: 1.12; 95% CI: 0.61–2.07) compared to group 1.