| Literature DB >> 31396293 |
Ioana Mozos1,2, Daniela Jianu3,4, Cristina Gug5, Dana Stoian6.
Abstract
Arterial stiffness and arterial age provide valuable prognostic cardiovascular information. The present study aimed at assessing the levels of vitamin D, high-sensitivity C-reactive protein (hsCRP), low-density lipoprotein cholesterol (LDL), and oxidized LDL (oxLDL) in a group of middle-aged hypertensive patients and their relationship with pulse wave velocity (PWV), central blood pressure, and early arterial aging (EAA), respectively. A total of 56 patients, aged 48 ± 6 years, 57% males, with hypertension and high normal blood pressure (HNBP), were investigated using a Mobile-O-Graph, to assess central and peripheral blood pressure, PWV, and arterial age. Additionally, hsCRP, LDL, oxLDL, and 25-hydroxy vitamin D3 were assessed. PWV, 25-hydroxy vitamin D3, hsCRP, oxLDL, and LDL levels were 7.26 ± 0.69 m/s, 25.99 ± 11.17 microg/l, 0.48 ± 0.44 mg/dl, 261.37 ± 421 ng/ml, and 145.73 ± 39.53 mg/dl, respectively. Significant correlations were obtained between oxLDL and pulse pressure amplification (rS = -0.347, p = 0.028) and between hsCRP and LDL levels with PWV and EAA, respectively. ROC curve analysis revealed that hsCRP is a sensitive and specific predictor of EAA and increased PWV values. Concluding, vitamin D deficiency and increased hsCRP and LDL values are very common, and high oxidized LDL is related to pulse pressure amplification in patients with elevated blood pressure. Vitamin D level and high-sensitivity C-reactive protein and LDL provide valuable information in middle-aged hypertensive and HNBP patients related to arterial stiffness and early arterial aging, but only hsCRP is a sensitive predictor of EAA and PWV.Entities:
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Year: 2019 PMID: 31396293 PMCID: PMC6664701 DOI: 10.1155/2019/2568069
Source DB: PubMed Journal: Dis Markers ISSN: 0278-0240 Impact factor: 3.434
Figure 1Pulse wave velocity (8 m/s) in a 52-year-old hypertensive patient. Within normal values considering age.
Demographical and clinical characteristics of the study population (n = 56).
| Characteristics | Means ± SD |
|---|---|
| Age (years) | 48 ± 6 |
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| Gender (male) | 32 (57%) |
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| BMI (kg/m2) | 27.14 ± 6.01 |
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| SBP (mmHg) | 137 ± 14 |
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| DBP (mmHg) | 91 ± 11 |
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| MAP (mmHg) | 111 ± 11 |
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| Heart rate (beats/minute) | 69 ± 11 |
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| PP (mmHg) | 45 ± 10 |
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| cSYS (mmHg) | 127 ± 13 |
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| cDIA (mmHg) | 93 ± 11 |
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| cPP (mmHg) | 35 ± 9 |
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| TVR (s × mmHg/ml) | 1.28 ± 0.18 |
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| Augmentation pressure (mmHg) | 7.9 ± 6.5 |
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| Augmentation index (AI) (%) | 20 ± 13.71 |
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| Pulse wave velocity (PWV) (m/s) | 7.26 ± 0.69 |
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| PWV increased for age (pathological PWV) | 12 (21.4%) |
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| Early arterial aging | 18 (32.1%) |
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| Family history of cardiovascular disorders | 13 (22.5%) |
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| Cardiovascular risk | High: 17 (30%) |
| Low: 14 (25%) | |
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| Hypertension (HT) | High normal: 21 (37.5%) |
| HT grade 1: 16 (28.6%) | |
| HT grade 2: 13 (23.2%) | |
| HT grade 3: 6 (10.7%) | |
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| Therapy | ACEI: 17 (30%) |
| Sartans: 10 (17.5%) | |
| Diuretics: 18 (32.5%) | |
| Beta blockers: 18 (32.5%) | |
| Calcium channel blockers: 4 (7.5%) | |
BMI=body mass index; SBP=systolic blood pressure; DBP=diastolic blood pressure; MAP=mean arterial pressure; PP=pulse pressure; cSYS=central systolic blood pressure; cDIA=central diastolic blood pressure; cPP=central pulse pressure; TVR=total vascular resistance; ACEI=angiotensin converting enzyme inhibitors; HT=hypertension.
Biomarkers.
| Biomarker | Means ± SD |
|---|---|
| Vitamin D (microg/l) | 25.99 ± 11.17 |
| Vitamin D < 20 microg/l | 19 (34%) |
| Vitamin D < 30 microg/l | 41 (73%) |
| hsCRP (mg/dl) | 0.48 ± 0.44 |
| hsCRP > 0.1 mg/dl | 43 (77%) |
| hsCRP > 0.3 mg/dl | 29 (52%) |
| LDL (mg/dl) | 145.73 ± 39.53 |
| LDL > 100 mg/dl | 49 (88%) |
| LDL > 130 mg/dl | 35 (62.5%) |
| LDL > 160 mg/dl | 17 (30%) |
| Oxidized LDL (ng/ml) | 261.37 ± 421 |
LDL=low-density lipoprotein; hsCRP=high-sensitivity C-reactive protein.
Correlations between variables of central hemodynamics and pulse wave analysis with high-sensitivity C-reactive protein (hsCRP), LDL, and oxidized LDL (oxLDL) cholesterol, respectively.
| Correlated variables | Correlation coefficient |
|
|---|---|---|
| hsCRP-EAA | rP = 0.376 | 0.004 |
| rK = 0.332 | 0.003 | |
| rS = 0.402 | 0.002 | |
| hsCRP-PWV | rK = 0.225 | 0.016 |
| rS = 0.308 | 0.021 | |
| hsCRP-pPWV | rP = 0.398 | 0.002 |
| rS = 0.378 | 0.004 | |
| hsCRP-EAA | rP = 0.358 | 0.007 |
| CRP100-PWV | rP = 0.283 | 0.031 |
| rK = 0.242 | 0.032 | |
| rS = 0.288 | 0.031 | |
| CRP100-cPP/PP | rP = 0.288 | 0.031 |
| CRP100-EAA | rS = 0.288 | 0.031 |
| CRP300-PWV | rP = 0.351 | 0.008 |
| rK = 0.357 | 0.002 | |
| rS = 0.425 | 0.001 | |
| CRP300-EAA | rP = 0.358 | 0.007 |
| rK = 0.358 | 0.008 | |
| rS = 0.358 | 0.007 | |
| LDL100-PWV | rP = 0.306 | 0.022 |
| LDL130-cSYS | rP = −0.311 | 0.020 |
| rK = −0.248 | 0.028 | |
| rS = −0.297 | 0.026 | |
| LDL130-cDIA | rP = −0.276 | 0.039 |
| LDL130-PWV | rP = 0.303 | 0.023 |
| LDL130-cPP/PP | rP = −0.285 | 0.033 |
| oxLDL-cPP/PP | rK = −0.230 | 0.042 |
| rS = −0.347 | 0.028 |
rP=Bravais-Pearson's correlation coefficient; rK=Kendall's correlation; rS=Spearman's correlation; cPP/PP=pulse pressure amplification; EAA=early arterial aging; PWV=pulse wave velocity; pPWV=pathological pulse wave velocity (increased for age); cSYS=central systolic blood pressure; cDIA=central diastolic blood pressure; hsCRP=high-sensitivity C-reactive protein; CRP100=high-sensitivity C-reactive protein exceeding 0.100 mg/dl; CRP300=high − sensitivity C − reactive protein > 0.300 mg/dl; LDL100=LDL > 100 mg/dl; LDL130=LDL > 130 mg/dl; LDL160=LDL > 160 mg/dl; oxLDL=oxidized LDL.
Figure 2High-sensitivity C-reactive protein as a sensitive and specific predictor of increased pulse wave velocity. AUC = 0.766 (95% CI: 0.603-0.929), p = 0.005.
Figure 3High-sensitivity C-reactive protein as a sensitive and specific predictor of early arterial aging. AUC = 0.749 (95% CI: 0.607-0.890), p = 0.003.
Results of receiver-operating characteristic (ROC) curve analysis for high-sensitivity C-reactive protein (hsCRP).
| Test variable | State variable | AUC (95% CI) |
| Cut-off value | Sensitivity | Specificity |
|---|---|---|---|---|---|---|
| hsCRP | EAA | 0.749 (0.607-0.890) | 0.003 | 0.388 | 83.3% | 71.1% |
| hsCRP | pPWV | 0.766 (0.603-0.929) | 0.005 | 0.446 | 83.3% | 65.6% |
EAA=early arterial aging; PWV=pulse wave velocity; pPWV=pathological pulse wave velocity (increased for age).
Results of receiver-operating characteristic (ROC) curve analysis for vitamin D, LDL, and oxidized LDL as predictors of pathological pulse wave velocity and early arterial aging.
| Test variable | State variable | AUC (95% CI) |
|
|---|---|---|---|
| Vitamin D | pPWV | 0.473 (0.274-0.673) | 0.78 |
| Vitamin D | EAA | 0.487 (0.324-0.65) | 0.875 |
| LDL | pPWV | 0.393 (0.227-0.559) | 0.259 |
| LDL | EAA | 0.45 (0.291-0.608) | 0.545 |
| oxLDL | pPWV | 0.547 (0.314-0.78) | 0.685 |
| oxLDL | EAA | 0.484 (0.292-0.676) | 0.874 |
pPWV=pathological pulse wave velocity (increased for age); EAA=early arterial aging; LDL=low-density lipoprotein; oxLDL=oxidized LDL.
Sensitivity, specificity, and positive and negative predictive values.
| Test variables | Sensitivity (95% CI) | Specificity (95% CI) | Positive predictive value (PPV) (95% CI) | Negative predictive value (NPV) (95% CI) |
|---|---|---|---|---|
| D20-pPWV | 0.363 (0.123-0.683) | 0.666 (0.509-0.795) | 0.21 (0.069-0.46) |
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| D20-EAA | 0.333 (0.143-0.588) | 0.657 (0.485-0.798) | 0.315 (0.135-0.565) | 0.675 (0.501-0.814) |
| LDL160-pPWV | 0.055 (0.002-0.293) | 0.605 (0.434-0.755) | 0.062 (0.003-0.322) | 0.575 (0.41-0.725) |
| LDL160-EAA | 0.166 (0.04-0.422) | 0.631 (0.459-0.777) | 0.176 (0.046-0.441) | 0.615 (0.446-0.761) |
| oxLDL-pPWV | 0.25 (0.044-0.644) |
| 0.285 (0.051-0.697) |
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| oxLDL-EAA | 0.153 (0.027-0.463) |
| 0.285 (0.051-0.697) | 0.666 (0.481-0.814) |
| CRP100-pPWV |
| 0.272 (0.154-0.43) | 0.238 (0.125-0.398) |
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| CRP100-EAA |
| 0.315 (0.18-0.487) | 0.395 (0.253-0.555) |
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| CRP300-pPWV | 0.75 (0.428-0.933) | 0.545 (0.389-0.693) | 0.31 (0.159-0.509) |
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| CRP300-EAA | 0777 (0.519-0.926) | 0.605 (0.434-0.755) | 0.482 (0.298-0.671) |
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pPWV=pathological pulse wave velocity (increased for age); EAA=early arterial aging; oxLDL=oxidized LDL; LDL160=LDL > 160 mg/dl; CRP100=high-sensitivity C-reactive protein exceeding 0.100 mg/dl; CRP300=high-sensitivity C-reactive protein > 0.300 mg/dl; D20=vitamin D < 20 microg/l. The highest values for sensitivity, specificity, and NPV are in bold.