| Literature DB >> 27207972 |
Ting-Hsing Chao1, I-Chih Chen2, Yi-Heng Li3, Po-Tseng Lee3, Shih-Ya Tseng4.
Abstract
BACKGROUND: Proprotein convertase subtilisin/kexin type 9 (PCSK9) is involved in cholesterol homeostasis, inflammation, and oxidative stress. This study investigated the association of plasma PCSK9 levels with the presence and severity of peripheral artery disease (PAD) and with parameters of endothelial homeostasis. METHODS ANDEntities:
Keywords: peripheral artery disease; progenitor cell; proprotein convertase subtilisin/kexin type 9
Mesh:
Substances:
Year: 2016 PMID: 27207972 PMCID: PMC4889209 DOI: 10.1161/JAHA.116.003497
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
Figure 1Flow cytometry analyses in patients with PAD or without atherosclerotic disease. A, Gating the target cell population by flow cytometry analysis. The percentages of cells that were double positive for KDR and CD34 (KDR + CD34+; left lower panel) or CD146 and annexin V (CD146+annexin V+; right lower panel) are shown. The surface markers were identified while the CD45‐negative subpopulation was gated and adjusted for the isotype IgG control. B, Comparisons of KDR + CD34+ cell counts and CD146+annexin V+ cell counts between both groups. P values were calculated by Mann–Whitney U test. FITC indicates fluorescein isothiocyanate; FSC, forward scatter; KDR, kinase insert domain receptor; No, no preexisting atherosclerotic disease; PAD, peripheral artery disease; PCSK9, proprotein convertase subtilisin/kexin type 9; PE, phycoerythrin; Pre CP, peridinin chlorophyll protein; R, region; SSC, side scatter.
Baseline Characteristics in the Overall Cohort and Comparisons of These Parameters Between Patients in the Nonatherosclerotic Disease and PAD Groups
| Overall Cohort (n=115) | Nonatherosclerotic Disease (n=71) | PAD (n=44) |
| |
|---|---|---|---|---|
| Age, y | 65.6±9.3 | 62.2±7.7 | 71.1±9.2 | <0.001 |
| Male sex | 76 (66.1) | 46 (64.8) | 30 (68.2) | 0.71 |
| Underlying disease | ||||
| Diabetes mellitus | 53 (46.1) | 26 (36.2) | 27 (61.4) | 0.01 |
| Hypertension | 88 (76.5) | 56 (78.9) | 32 (72.7) | 0.45 |
| Hyperlipidemia | 86 (74.8) | 56 (78.9) | 30 (68.2) | 0.20 |
| Metabolic syndrome | 70 (60.9) | 33 (46.5) | 37 (84.1) | <0.001 |
| Tobacco smoking | 23 (20.0) | 10 (14.1) | 13 (29.5) | 0.04 |
| Chronic kidney disease | 13 (11.3) | 9 (12.7) | 4 (9.1) | 0.76 |
| Coronary artery disease | 30 (26.1) | 0 | 30 (68.2) | <0.001 |
| Myocardial infarction | 13 (11.3) | 0 | 13 (29.5) | <0.001 |
| Cerebrovascular accident | 8 (7.0) | 0 | 8 (18.2) | <0.001 |
| Aspirin use | 60 (52.2) | 25 (35.2) | 35 (79.5) | <0.001 |
| Clopidogrel use | 8 (7.0) | 5 (7.0) | 3 (6.8) | 1.00 |
| ACEI use | 20 (17.4) | 13 (18.3) | 7 (15.9) | 0.74 |
| ARB use | 51 (44.3) | 30 (42.3) | 21 (47.7) | 0.57 |
| CCB use | 62 (53.9) | 37 (52.1) | 25 (56.8) | 0.62 |
| Diuretic use | 28 (24.3) | 16 (22.5) | 12 (27.3) | 0.57 |
| Statin use | 56 (48.7) | 28 (39.4) | 28 (63.6) | 0.01 |
| Thiazolidinedione use | 12 (10.4) | 5 (7.0) | 7 (15.9) | 0.21 |
| Fasting plasma glucose, mg/dL | 119.9±4.7 | 114.5±3.9 | 128.5±10.6 | 0.22 |
| Hemoglobin A1c, % | 6.6±0.1 | 6.4±0.1 | 7.0±0.3 | 0.05 |
| Fasting insulin, mU/L | 9.7 (6.1–16.0) | 9.8 (6.7–16.0) | 9.6 (5.1–17.1) | 0.79 |
| HOMA index, median | 2.5 (1.5–5.1) | 2.5 (1.6–5.0) | 2.5 (1.3–5.2) | 0.98 |
| Body weight, kg | 72.5±1.3 | 73.7±1.7 | 70.5±1.8 | 0.23 |
| Waist circumference, cm | 97.0±1.0 | 95.7±1.3 | 99.1±1.4 | 0.10 |
| Body mass index, kg/m2 | 27.9±0.4 | 28.4±0.5 | 27.1±0.5 | 0.11 |
| Blood pressure, mm Hg | ||||
| Systolic | 133.9±1.6 | 133.1±1.8 | 135.2±3.0 | 0.54 |
| Diastolic | 78.6±1.3 | 79.1±1.3 | 77.9±2.6 | 0.66 |
| Heart rate, beats/min | 77.8±1.2 | 76.6±1.4 | 79.6±2.2 | 0.25 |
| White blood cell count, 103/µL | 6553.9±167.9 | 6239.4±204.3 | 7061.4±275.6 | 0.02 |
| Hemoglobin, g/dL | 14.0±0.3 | 14.2±0.4 | 13.7±0.3 | 0.33 |
| Platelet count, 103/µL | 203.7±4.1 | 209.2±4.9 | 194.8±7.3 | 0.09 |
| Total cholesterol, mg/dL | 180 (157–200) | 185 (164–202) | 172 (147–193) | 0.07 |
| Triglyceride, mg/dL | 147.9±9.8 | 134.2±8.9 | 170.0 (20.8) | 0.12 |
| HDL cholesterol, mg/dL | 51.4±1.2 | 52.7±1.5 | 49.3±1.9 | 0.16 |
| LDL cholesterol, mg/dL | 114.4±3.1 | 121.3±4.2 | 103.3±3.9 | 0.002 |
Data are expressed as mean±SD, n (%), or median (interquartile range), as appropriate. P values comparing the nonatherosclerotic disease and PAD groups were obtained using an unpaired Student t test, Mann–Whitney U test, or chi‐square test. ACEI indicates angiotensin‐converting enzyme inhibitor; ARB, angiotensin receptor blocker; CCB, calcium channel blocker; HDL, high‐density lipoprotein; HOMA, homeostasis model assessment; LDL, low‐density lipoprotein; PAD, peripheral artery disease.
Figure 2Cell biological studies in patients with PAD or without atherosclerotic disease. Representative photographs and quantitative analyses of colony‐forming units (A) and migrated cells (B). Cells and colonies were fixed with methanol and stained with Giemsa reagent and appeared in purple. Original magnification was ×100 (B). Comparisons of BrdU incorporation (C), XTT (D), and nucleosome fragmentation of EPCs (E) between patients in the nonatherosclerotic disease and PAD groups were shown. P values were calculated by Mann–Whitney U test in panel D and by unpaired Student t test in other panels. BrdU indicates bromodeoxyuridine; CFU, colony‐forming unit; EPC, endothelial progenitor cell; No, no preexisting atherosclerotic disease; PAD, peripheral artery disease; PBMC, peripheral blood mononuclear cell.
Baseline Plasma Concentrations of Biomarkers in the Overall Cohort and Comparisons of These Biomarkers Between Patients in the Nonatherosclerotic Disease and PAD Groups
| Overall Cohort (n=115) | Nonatherosclerotic Disease (n=71) | PAD (n=44) |
| |
|---|---|---|---|---|
| hsCRP, mg/L | 1.5 (0.7–2.7) | 1.4 (0.9–2.7) | 1.6 (0.5–3.2) | 0.71 |
| Oxidized LDL, U/L | 54.6±19.5 | 50.4±20 | 61.4±16.9 | 0.003 |
| Soluble TM, pg/mL | 5723.7±495.8 | 4253.3±127.0 | 8029.4±1183.9 | 0.003 |
| VEGF‐A165, pg/mL | 394.1±30.0 | 297.3±31.1 | 545.8±52.3 | <0.001 |
| SDF‐1α, pg/mL | 2029.1±106.8 | 1914.6±148.4 | 2208.6±143.2 | 0.18 |
| Adiponectin, ng/mL | 5242.2±392.7 | 5739.2±414.3 | 4462.9±763.4 | 0.11 |
| PCSK9, ng/mL | 367.1±16.9 | 302.4±16.1 | 471.6±29.6 | <0.001 |
Data are expressed as mean±SD or median (interquartile range), as appropriate. P values comparing the nonatherosclerotic disease and PAD groups were obtained using an unpaired Student t test or Mann–Whitney U test. hsCRP indicates high sensitivity C‐reactive protein; LDL, low‐density lipoprotein; PAD, peripheral artery disease; PCSK9, proprotein convertase subtilisin/kexin type 9; SDF‐1α, stromal cell–derived factor 1α; TM, thrombomodulin; VEGF, vascular endothelial growth factor.
Association of Baseline Characteristics and Plasma Levels of PCSK9 in the Overall Cohort
| PCSK9 Levels, ng/mL |
| ||
|---|---|---|---|
| Patients With History of Variable | Patients Without History of Variable | ||
| Male sex | 471.6±29.6 | 302.4±16.1 | 0.84 |
| Underlying disease | |||
| Diabetes mellitus | 423.8±24.0 | 318.7±22.0 | 0.002 |
| Hypertension | 357.7±18.7 | 397.7±37.9 | 0.32 |
| Hyperlipidemia | 363.9±19.3 | 376.6±35.1 | 0.75 |
| Metabolic syndrome | 408.8±22.6 | 302.2±21.9 | 0.001 |
| Tobacco smoking | 437.4±38.9 | 349.6±18.4 | 0.04 |
| Peripheral artery disease | 471.6±29.6 | 302.4±16.1 | <0.001 |
| Coronary artery disease | 447.4±33.7 | 338.8±18.6 | 0.004 |
| Myocardial infarction | 404.1±41.0 | 362.4±18.3 | 0.44 |
| Cerebrovascular accident | 396.3±59.8 | 364.9±17.6 | 0.64 |
| Chronic kidney disease | 323.0±55.3 | 372.7±17.7 | 0.35 |
| Aspirin use | 376.2±23.9 | 357.2±23.9 | 0.58 |
| Clopidogrel use | 344.3±51.5 | 368.8±17.8 | 0.71 |
| RASI use | 367.5±21.6 | 366.5±27.4 | 0.98 |
| CCB use | 378.6±22.2 | 353.7±25.8 | 0.47 |
| Diuretic use | 380.6±40.3 | 362.8±18.3 | 0.65 |
| Statin use | 429.7±26.2 | 307.7±18.6 | <0.001 |
| Thiazolidinedione use | 373.2±50.8 | 366.4±18.0 | 0.90 |
Data are expressed as mean±SD. P values comparing groups were obtained using an unpaired Student t test or a t test with adjustment of the degrees of freedom using the Brown–Forsythe test and Welch–Satterthwaite equation if the sample size of either group was <30 and the variances were unequal, as evaluated by Levene's test. CCB indicates calcium channel blocker; PCSK9, proprotein convertase subtilisin/kexin type 9; RASI, renin–angiotensin system inhibitor.
Significant Correlation Between Baseline Numerical Variables and Plasma Levels of PCSK9 in the Overall Cohort
| PCSK9 Level | ||
|---|---|---|
|
|
| |
| Fasting plasma glucose, mg/dL | 0.32 | 0.001 |
| Hemoglobin A1c, % | 0.32 | 0.001 |
| HOMA index | 0.19 | 0.05 |
| Colony‐forming units per 1×106 PBMCs | −0.19 | 0.04 |
| KDR+CD34+ count, cells/µL | 0.22 | 0.02 |
| CD146+annexin V+ count, cells/µL | 0.22 | 0.02 |
| BrdU incorporation, absorbance value at 450 nm | −0.31 | 0.001 |
| Migrated cells per field | 0.19 | 0.05 |
| VEGF‐A165, pg/mL | 0.31 | 0.001 |
| Age, yr | 0.16 | 0.09 |
| LDL cholesterol, mg/dL | −0.16 | 0.08 |
| Oxidized LDL, U/L | 0.20 | 0.03 |
BrdU indicates bromodeoxyuridine; HOMA, homeostasis model assessment; KDR, kinase insert domain receptor; LDL, low‐density lipoprotein; PBMC, peripheral blood mononuclear cell; PCSK9, proprotein convertase subtilisin/kexin type 9; VEGF, vascular endothelial growth factor.
Associated Covariates of Plasma Levels of PCSK9 Evaluated by Linear Regression Analysis
| Model 1 | Model 2 | Model 3 | Model 4 | |||||
|---|---|---|---|---|---|---|---|---|
| β |
| β |
| β |
| β |
| |
| Peripheral artery disease | 0.41 | <0.001 | 0.39 | <0.001 | — | — | — | — |
| Fasting plasma glucose, mg/dL | 0.27 | 0.002 | — | — | 0.30 | 0.001 | — | — |
| Hemoglobin A1c (%) | — | — | 0.24 | 0.01 | — | — | 0.31 | 0.001 |
| CD146+annexin V+ count, cells/µL | — | NS | — | NS | 0.19 | 0.03 | 0.21 | 0.02 |
| VEGF‐A165, pg/mL | — | NS | — | NS | 0.25 | 0.01 | 0.23 | 0.01 |
Model 1: peripheral artery disease was adjusted for diabetes mellitus, metabolic syndrome, smoking, statin use, age, fasting plasma glucose level, low‐density lipoprotein cholesterol level, oxidized low‐density lipoprotein level, colony‐forming units, double‐positive kinase insert domain receptor and CD34 counts, double‐positive CD146 and annexin V counts, bromodeoxyuridine incorporation, migrated cells, and VEGF‐A165 level. Model 2 included all variables in model 1 except that fasting plasma glucose level was replaced with hemoglobin A1c. In model 3, coronary artery disease was adjusted for all variables in model 1 except peripheral artery disease. Model 4 included all variables in model 3 except that fasting plasma glucose level was replaced with hemoglobin A1c. The — symbol indicates no data. NS indicates nonsignificant; PCSK9, proprotein convertase subtilisin/kexin type 9; VEGF, vascular endothelial growth factor.
Association of Baseline Characteristics and Plasma Levels of PCSK9 in Patients With PAD and Nonatherosclerotic Disease
| PCSK9 Levels, ng/mL | ||||||
|---|---|---|---|---|---|---|
| Nonatherosclerotic Disease | PAD | |||||
| Patients With History of Variable | Patients Without History of Variable |
| Patients With History of Variable | Patients Without History of Variable |
| |
| Male sex | 292.5±19.5; n=46 | 320.6±28.6; n=25 | 0.41 | 487.8±35.0; n=30 | 436.9±55.7; n=14 | 0.43 |
| Underlying disease | ||||||
| Diabetes mellitus | 370.8±28.9; n=26 | 262.8±16.8; n=45 | 0.001 | 474.7±35.9; n=27 | 466.6±52.6; n=17 | 0.90 |
| Hypertension | 302.4±18.5; n=56 | 302.1±33.4; n=15 | 0.99 | 454.5±34.2; n=32 | 517.1±59.3; n=12 | 0.35 |
| Hyperlipidemia | 300.0±19.0; n=56 | 311.3±28.9; n=15 | 0.78 | 483.2±33.1; n=30 | 446.6±61.6; n=14 | 0.57 |
| Metabolic syndrome | 341.2±28.5; n=33 | 268.7±15.6; n=38 | 0.03 | 469.2±31.5; n=37 | 484.3±89.2; n=17 | 0.85 |
| Tobacco smoking | 355.4±45.8; n=10 | 293.7±17.1; n=61 | 0.19 | 500.4±54.2; n=13 | 459.5±35.7; n=31 | 0.54 |
| PAD | ||||||
| Coronary artery disease | — | — | — | 447.4±33.7; n=30 | 423.4±58.1; n=14 | 0.24 |
| Myocardial infarction | — | — | — | 404.1±41.0; n=13 | 499.9±37.5; n=31 | 0.14 |
| Cerebrovascular accident | — | — | — | 396.3±59.8;±n=8; | 488.3±33.3; (n=36; | 0.24 |
| Chronic kidney disease | 270.9±33.6; n=9 | 306.9±17.8; n=62 | 0.46 | 440.2±162.4; n=4 | 474.7±29.3; n=40 | 0.85 |
| Aspirin use | 274.6±23.2; n=25 | 317.5±21.3; n=46 | 0.21 | 448.8±32.5; n=35 | 560.1±65.6; n=9 | 0.13 |
| Clopidogrel use | 250.5±28.0; n=5 | 306.3±17.2; n=66 | 0.38 | 500.5±51.2; n=3 | 469.5±31.6; n=41 | 0.64 |
| RASI use | 299.2±20.3; n=42 | 307.1±26.8; n=29 | 0.82 | 470.0±37.2; n=28 | 474.3±50.4; n=16 | 0.95 |
| CCB use | 319.2±20.8; n=37 | 284.1±24.9; n=34 | 0.28 | 466.5±40.3; n=25 | 478.3±44.7; n=19 | 0.85 |
| Diuretic use | 296.5±38.8; n=16 | 304.1±17.7; n=55 | 0.85 | 492.7±67.6; n=12 | 463.7±32.5; n=32 | 0.67 |
| Statin use | 322.0±31.0; n=28 | 289.6±17.5; n=43 | 0.33 | 537.3±31.3; n=28 | 356.5±49.2; n=16 | 0.002 |
| Thiazolidinedione use | 298.6±17.8; n=5 | 302.7±17.3; n=66 | 0.95 | 426.4±82.6; n=7 | 480.1±31.9; n=37 | 0.51 |
Data are expressed as mean±SD. P values comparing groups were obtained using an unpaired Student t test or a t test with adjustment of degrees of freedom using the Brown–Forsythe test and Welch–Satterthwaite equation if the sample size of either group was <30 and the variances were unequal, as evaluated by Levene's test. The — symbol indicates no data. CCB indicates calcium channel blocker; PAD, peripheral artery disease; PCSK9, proprotein convertase subtilisin/kexin type 9; RASI, renin–angiotensin system inhibitor.
Association of the Severity of PAD and Plasma Levels of PCSK9 in Patients with Peripheral Artery Disease
| PCSK9 Levels, ng/mL |
|
| ||
|---|---|---|---|---|
| Patients With Presentation of Variable | Patients Without Presentation of Variable | |||
| Two limbs involved diagnosed by ABI | 548.0±43.6; n=17 | 423.5±37.3; n=27 | 0.04 | |
| Severe peripheral artery disease diagnosed by ABI | 576.5±59.4; n=10 | 440.7±32.7; n=34 | 0.05 | |
| Two limbs involved diagnosed by CTA | 466.1±35.7; n=31 | 484.7±54.8; n=13 | 0.78 | |
| CTO diagnosed by CTA | 476.4±34.3; n=36 | 450.1±54.6; n=8 | 0.74 | |
| Number of CTOs assessed by CTA | 0.40 | 0.01 | ||
| Number of vessels involved assessed by CTA | 0.36 | 0.02 | ||
Data are expressed as mean±SD. P values comparing the nonatherosclerotic disease and PAD groups were obtained using an unpaired Student t test or Mann–Whitney U test.. ABI indicates ankle‐brachial index; CTA, computed tomographic angiography; CTO, chronic total occlusion; PAD, peripheral artery disease; PCSK9, proprotein convertase subtilisin/kexin type 9.
Figure 3PCSK9 levels were compared with the extent (A) and severity (B) of PAD. Severe PAD was defined as having an ankle‐brachial index <0.6, and mild to moderate PAD was defined as having an ankle‐brachial index between 0.6 and 0.9. P values for the trends in panels A and B were calculated by 1‐way ANOVA. No indicates no preexisting atherosclerotic disease; PAD, peripheral artery disease; PCSK9, proprotein convertase subtilisin/kexin type 9.