| Literature DB >> 28524828 |
Chun-Lin Lai1, Jin-Ping Xing1, Xiao-Hong Liu1, Jie Qi1, Jian-Qiang Zhao1, You-Rui Ji1, Wu-Xiao Yang1, Pu-Juan Yan2, Chun-Yan Luo2, Lu-Fang Ruan2.
Abstract
BACKGROUND: Atherosclerosis (AS) is an inflammatory disease. Inflammation was considered to play a role in the whole process of AS. This study aimed to analyze the relationships of inflammatory factors and risk factors with different target organ damages (TOD) in essential hypertension (EH) patients and to explore its clinical significance.Entities:
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Year: 2017 PMID: 28524828 PMCID: PMC5455038 DOI: 10.4103/0366-6999.206343
Source DB: PubMed Journal: Chin Med J (Engl) ISSN: 0366-6999 Impact factor: 2.628
Comparison of general clinical information among the five groups
| Items | Group E ( | Group A ( | Group B ( | Group C ( | Group D ( | Statistics values | |
|---|---|---|---|---|---|---|---|
| Age (years) | 57.35 ± 11.29 | 57.44 ± 13.03 | 58.62 ± 11.04 | 58.51 ± 12.63 | 58.24 ± 13.45 | 0.166 | 0.956 |
| BMI (kg/m2) | 23.40 ± 2.86 | 26.19 ± 2.77 | 28.42 ± 3.07* | 28.20 ± 3.39*,† | 24.72 ± 2.52*,† | 32.121 | <0.001 |
| Fasting plasma glucose (mmol/L) | 5.09 ± 0.88 | 5.35 ± 1.68 | 5.46 ± 1.58 | 5.60 ± 1.55 | 5.36 ± 1.47 | 0.947 | 0.437 |
| CHO (mmol/L) | 4.47 ± 1.02 | 4.34 ± 1.09 | 4.36 ± 1.17 | 4.16 ± 1.05 | 4.46 ± 1.19 | 0.852 | 0.493 |
| LDL-C (mmol/L) | 2.73 ± 0.81 | 2.71 ± 0.82 | 2.68 ± 0.93 | 2.69 ± 0.79 | 2.75 ± 0.90 | 0.061 | 0.993 |
| TG (mmol/L) | 1.68 ± 0.96 | 1.65 ± 0.90 | 1.84 ± 0.83 | 1.54 ± 0.75 | 1.67 ± 1.14 | 1.250 | 0.290 |
| HDL-C (mmol/L) | 1.28 ± 0.56 | 1.18 ± 0.30 | 1.15 ± 0.32 | 1.15 ± 0.32 | 1.08 ± 0.30 | 1.937 | 0.104 |
| WBC (×109) | 6.13 ± 1.98 | 6.21 ± 1.70 | 6.54 ± 1.70 | 6.72 ± 1.87 | 6.42 ± 1.86 | 1.224 | 0.301 |
| Male, | 31 (64.60) | 37 (46.80) | 53*,† (62.35) | 55*,† (62.5) | 28* (66.67) | 8.190 | 0.042 |
| Smoking, | 5 (10.42) | 39 (49.37) | 37 (43.53) | 39 (44.32) | 19 (45.24) | 0.659 | 0.833 |
| Serum creatinine (µmol/L) | 79.10 ± 20.79 | 77.07 ± 20.20 | 82.85 ± 20.38 | 81.22 ± 18.43 | 165.37 (88.85, 382.11)* | 22.889 | <0.001 |
| BUN (µmol/L) | 5.41 ± 1.41 | 6.65 ± 12.84 | 6.00 ± 3.55 | 5.30 ± 1.89 | 10.46 (6.36, 20)* | 11.715 | <0.001 |
| Family history, | 3 (6.25) | 41 (51.90) | 49 (81.18) | 46 (47.73) | 1.716 | 0.424 | |
| History of EH (years) | – | 4 (1, 10) | 9 (3, 12.5)*,† | 7 (3, 9)*,† | 6.5 (2.75, 14.5) | 17.374 | <0.001 |
| EH grading, | |||||||
| Level 1 | – | 9 (11.39) | 2 (2.35) | 14 (15.91) | 0 | 29.176 | <0.001 |
| Level 2 | – | 25 (31, 65) | 21 (24.71) | 35 (39.77) | 7 (16.67) | ||
| Level 3 | – | 45 (56.96) | 61*,† (72.94) | 39*,† (44.32) | 35*,† (83.33) | ||
| With AS plaque, | 12 (25.00) | 67 (84.81) | 42*,† (49.41) | 52*,† (59.09) | – | 25.478 | <0.001 |
| Fibrinogen (g/L) | 2.27 ± 0.44 | 2.79 ± 0.54 | 3.55 ± 0.64*,† | 4.24 ± 1.13* | 4, 52 ± 0.72* | 171.041 | <0.001 |
| Cystatin (mg/L) | 0.80 ± 0.17 | 0.92 ± 0.26 | 1.05 ± 0.33* | 1.08 ± 0.44* | 2.06 ± 1.02* | 50.599 | <0.001 |
| UA (µmol/L) | 287.83 ± 95.06 | 313.81 ± 93.08 | 366.15 ± 74.46* | 379.29 ± 89.00*,† | 427.61 ± 139.36*,† | 17.509 | <0.001 |
| Homocysteine (µmol/L) | 13.10 ± 3.22 | 18.76 ± 3.98 | 22.06 ± 5.17* | 21.06 ± 6.04* | 23.06 ± 6.78* | 30.387 | <0.001 |
| hs-CRP (mg/L) | 0.95 (0.46, 1.77) | 2.01 (1.27, 3.54) | 3.79 (2.71, 5.08)*,† | 5.18 (6.62, 7.11)*,† | 10.01 (5.75, 13.25)*,† | 60.991 | <0.001 |
| Lp-PLA2 (μg/L) | 249.97 ± 101.72 | 343.89 ± 91.25 | 399.17 ± 91.42*,† | 395.52 ± 62.60*,† | 381.98 ± 59.53*,† | 31.228 | <0.001 |
| SAA (ng/ml) | 680.37 ± 229.58 | 1016.28 ± 239.29 | 1188.29 ± 267.22* | 1153.10 ± 290.50* | 1125.39 ± 293.65* | 33.284 | <0.001 |
| TPS (ng/ml) | 3.75 ± 0.72 | 5.73 ± 1.75 | 8.08 ± 2.10*,† | 8.08 ± 2.61* | 6.92 ± 3.12* | 42.557 | <0.001 |
*P<0.05 compared with Group E; †P<0.05 compared with Group A. Data were presented as mean ± SD or n (%) or median (P25, P75). Group A: patients with simple EH; Group B: EH combined with acute coronary syndrome; Group C: EH combined with stroke; Group D: EH combined with renal damage; Group E: healthy controls. BMI: Body mass index; CHO: Total cholesterol; LDL-C: Low-density lipoprotein-cholesterol; TG: Triglyceride; HDL-C: High-density lipoprotein-cholesterol; WBC: White blood cell count; BUN: Blood urea nitrogen; UA: Uric acid; hs-CRP: High-sensitivity C-reactive protein; Lp-PLA2: Lipoprotein associated phospholipase A2; SAA: Serum amyloid A; TPS: Serum tryptase; AS: Atherosclerosis; SD: Standard deviation; EH: Essential hypertension.
Figure 1ROC curve of inflammatory factors. Lp-PLA2: Area under ROC curve, 0.730; cut-off, 358.33; sensitivity, 62.6%; specificity, 77.8%. SAA: Area under ROC curve, 0.802; cut-off, 997.72; sensitivity, 70.7%; specificity, 77.8%. TPS: Area under ROC curve, 0.918; cut-off, 5.83; sensitivity, 82.9%; specificity, 91.7%. ROC: Receiver-operating characteristic; Lp-PLA2: Lipoprotein associated phospholipase A2; SAA: Serum amyloid A; TPS: Serum tryptase.
Assignment table of CHD-ACS-related risk factors and inflammatory factors in EH patients
| Factors | Variable | Explanation of assignment |
|---|---|---|
| Gender | X1 | Male = 1, female = 2 |
| History of blood pressure (years) | X2 | <10 = 1, ≥10 = 2 |
| Hypertension grading | X3 | Level 1 = 1, Level 2 = 2, Level 3 = 3 |
| AS plaque | X4 | Yes = 1, no = 2 |
| Fibrinogen (g/L) | X5 | <4.98 = 1, ≥4.98 = 2 |
| hs-CRP (mg/L) | X6 | <3 = 1, ≥3 = 2 |
| Lp-PLA2 (µ/L) | X7 | <358.33 = 1, ≥358.33 = 2 |
| TPS (ng/ml) | X8 | <5.83 = 1, ≥5.83 = 2 |
| CHD-ACS | Y | EH = 0, EH with CHD-ACS = 1 |
The reference value of fibrinogen is 2.38–4.98 g/L, so we choose the right value of the reference value as the point of stratification. When the value of hs-CRP is bigger than 3 mg/L, one can suffer the CVD easier, so we choose 3 mg/L as the point of stratification. We use the ROC curve of SPSS 13.0 obtain the cut-off values of Lp-PLA2, SAA, TPS, so we choose the cut-off values of Lp-PLA2, SAA, TPS as the point of stratification, respectively. hs-CRP: High-sensitivity C-reactive protein; Lp-PLA2: Lipoprotein associated phospholipase A2; SAA: Serum amyloid A; TPS: Serum tryptase; AS: Atherosclerosis; EH: Essential hypertension; CHD-ACS: Coronary heart disease-acute coronary syndrome; CVD: Cardiovascular disease; ROC: Receiver-operating characteristic.
Logistic regression statistical results in Group A and B
| Variables | SE | Wald | 95% | ||||
|---|---|---|---|---|---|---|---|
| EH classification | 1.439 | 0.489 | 8.670 | 0.003 | 4.218 | 1.618–10.993 | 0.388 |
| Fibrinogen | 3.102 | 0.631 | 24.168 | <0.001 | 22.242 | 6.458–76.609 | 1.079 |
| Lp-PLA2 | 1.279 | 0.546 | 5.493 | 0.019 | 3.592 | 1.233–10.467 | 0.385 |
| hs-CRP | 1.767 | 0.579 | 9.325 | 0.002 | 5.853 | 1.833–18.193 | 0.564 |
| TPS | 2.956 | 0.636 | 21.620 | <0.001 | 19.230 | 5.530–66.865 | 1.037 |
| AS plaque | 2.431 | 0.653 | 13.840 | <0.001 | 11.367 | 3.159–40.905 | 0.875 |
OR: Odds ratio; CI: Confidence interval; SE: Standard error; hs-CRP: High-sensitivity C-reactive protein; Lp-PLA2: Lipoprotein associated phospholipase A2; TPS: Serum tryptase; AS: Atherosclerosis; EH: Essential hypertension.
Assignment table of ischemic stroke risk factors and inflammatory factors in EH patients
| Factors | Variable | Explanation of assignment |
|---|---|---|
| Gender | X1 | Male = 1, female = 2 |
| BMI (kg/m2) | X2 | <25 = 1, ≥25 = 2 |
| History of blood pressure (years) | X3 | <10 = 1, ≥10 = 2 |
| Hypertension grading | X4 | Level 1 = 1, Level 2 = 2, Level 3 = 3 |
| AS plaque | X5 | Yes = 1, no = 2 |
| UA (µmol/L) | X6 | <410 = 1, ≥410 = 2 |
| hs-CRP (mg/L) | X7 | <3 = 1, ≥3 = 2 |
| Lp-PLA2 (µ/L) | X8 | <358.33 = 1, ≥358.33 = 2 |
| Ischemic stroke | Y | EH = 0, EH with ischemic stroke = 1 |
The reference value of BMI is 18–25 kg/m2 and the reference value of UA is 150–410 µmol/L, so we choose the right value of the reference value as the point of stratification, resepectively. hs-CRP: High-sensitivity C-reactive protein; Lp-PLA2: Lipoprotein associated phospholipase A2; AS: Atherosclerosis; BMI: Body mass index; UA: Uric acid; EH: Essential hypertension.
Logistic regression statistical results in Group A and C
| Variables | SE | Wald | 95% | ||||
|---|---|---|---|---|---|---|---|
| BMI | 1.137 | 0.447 | 6.478 | 0.011 | 3.117 | 1.299–7.481 | 0.280 |
| UA | 1.721 | 0.533 | 10.443 | 0.001 | 5.590 | 1.968–15.877 | 0.506 |
| hs-CRP | 1.437 | 0.418 | 11.814 | 0.001 | 4.210 | 1.855–9.554 | 0.331 |
| Lp-PLA2 | 2.617 | 0.491 | 28.454 | <0.001 | 13.699 | 5.236–35.837 | 0.708 |
OR: Odds ratio; CI: Confidence interval; SE: Standard error; hs-CRP: High-sensitivity C-reactive protein; Lp-PLA2: Lipoprotein associated phospholipase A2; UA: Uric acid; BMI: Body mass index.
Assignments of five risk factors and related inflammatory factors of EH-renal damage
| Factors | Variable | Explanation of assignment |
|---|---|---|
| BMI (kg/m2) | X1 | <25 = 1, ≥25 = 2 |
| Hypertension grading | X2 | Level 1 = 1, Level 2 = 2, Level 3 = 3 |
| UA (µmol/L) | X3 | <410 = 1, ≥410 = 2 |
| hs-CRP (mg/L) | X4 | <3 = 1, ≥3 = 2 |
| Lp-PLA2 (µg/L) | X5 | <358.33 = 1, ≥358.33 = 2 |
| Kidney damage | Y | EH = 0, EH with kidney damage = 1 |
hs-CRP: High-sensitivity C-reactive protein; Lp-PLA2: Lipoprotein associated phospholipase A2; UA: Uric acid; BMI: Body mass index; EH: Essential hypertension.
Logistic regression statistical results in Group A and D
| Variables | SE | Wald | 95% | ||||
|---|---|---|---|---|---|---|---|
| UA | 2.728 | 0.682 | 16.009 | <0.001 | 15.307 | 4.022–58.250 | 1.026 |
| Lp-PLA2 | 2.344 | 0.627 | 13.959 | <0.001 | 10.427 | 3.048–35.667 | 0.810 |
| hs-CRP | 2.104 | 0.603 | 12.193 | <0.001 | 8.199 | 2.517–26.710 | 0.699 |
OR: Odds ratio; CI: Confidence interval; SE: Standard error; hs-CRP: High-sensitivity C-reactive protein; Lp-PLA2: Lipoprotein associated phospholipase A2; UA: Uric acid.