| Literature DB >> 28211910 |
Ming-Ling Chang1,2, Yu-Sheng Lin3,4, Li-Heng Pao5,6, Hsin-Chih Huang1, Cheng-Tang Chiu1.
Abstract
The pathophysiological implications of plasminogen activator inhibitor-1 (PAI-1) in HCV infection remain obscure. This prospective study evaluated 669 HCV patients, of whom 536 had completed a course of anti-HCV therapy and had pre-, peri- and post-therapy measurements of various profiles, including PAI-1 levels. Multivariate analysis demonstrated, before anti-HCV-therapy, platelet count and PAI-1-rs1799889 genotype were associated with PAI-1 levels. Among patients with a sustained virological response (SVR, n = 445), platelet count was associated with PAI-1 level at 24 weeks post-therapy. GEE analysis showed that PAI-1-rs-1799889 and interferon-λ3-rs12979860 genotypes affected PAI-1 levels early and late in therapy, respectively. At 24 weeks post-therapy, higher lipid, brain natriuretic peptide, homocysteine and PAI-1 levels and PAI-1 activity were noted only in SVR patients compared with pre-therapy levels. Within 24 weeks post-therapy, 2.2% of the SVR (mean age: 57.8 yr; 8 smoking males; the 2 females had pre-therapy hypercholesteremia or cardiovascular family history of disease) and 0% of the non-SVR patients experienced a new cardiovascular event. Platelet counts consistently correlated with PAI-1 levels regardless of HCV infection. PAI-1-rs-1799889 and interferon-λ3-rs12979860 genotypes mainly affected PAI-1 levels longitudinally. Within 24 weeks post-anti-HCV therapy, the SVR patients showed increasing PAI-1 levels with accelerating cardiovascular risk, especially the vulnerable cases.Entities:
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Year: 2017 PMID: 28211910 PMCID: PMC5304196 DOI: 10.1038/srep42503
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Baseline characteristics of all the enrolled chronic hepatitis C patients.
| Total, n = 669 (treated and untreated) | SVR (+), n = 455 | SVR (−), n = 91 | ||
|---|---|---|---|---|
| Male, n (%) # | 351 (55.6) | 257 (57.8) | 47 (52) | 0.394 |
| Age (yr) | 55.11+/−12.08 | 53.04+/−12.93 | 57.5+/−12.47 | 0.160 |
| BMI | 24.95+/−3.95 | 24.79+/−3.68 | 25.84+/−4.28 | 0.057 |
| HCV RNA (Log10 IU/ml) | 5.97+/−1.12 | 2.95+/−6.26 | 5.68+/−4.96 | <0.001* |
| HCV genotype (G), n (%) # | ||||
| G1 | 368 (55.0) | 214 (47.1) | 72 (79.1) | <0.001* |
| G2 | 263 (39.3) | 214 (47.1) | 17 (18.7) | <0.001* |
| G3 | 15 (2.2) | 12 (2.6) | 0 (0) | 0.386 |
| G6 | 9 (1.3) | 6 (1.3) | 2 (2.2) | 0.335 |
| G1 + G2 | 7 (1.0) | 6 (1.3) | 0 (0) | 0.595 |
| G1 + G3 | 1 (0.1) | 1 (0.2) | 0 (0) | 0.832 |
| Unidentified | 6 (0.9) | 2 (0.8) | 0 (0) | 0.574 |
| HOMA-IR | 3.23+/−5.35 | 3.02+/−6.56 | 5.08+/−8.47 | 0.043* |
| Hepatic steatosis, n (%) # | 311 (46.5) | 218 (48) | 40 (43.75) | 0.373 |
| Liver cirrhosis, n (%) # | 140 (20.9) | 100 (22) | 40 (44.1) | 0.001* |
| ALT (U/L) | 92.09+/−94.59 | 104.7+/−96.0 | 85.6+/−80.0 | 0.116 |
| APRI | 1.64+/−2.04 | 1.479+/−1.92 | 1.758+/−1.986 | 0.21 |
| hsCRP (mg/dL) | 1.68+/−3.71 | 1.70+/−3.16 | 1.59+/−1.97 | 0.752 |
| WBC count (103/μL) | 5.66+/−1.90 | 5.83+/−1.92 | 5.59+/−1.66 | 0.486 |
| Platelets count (103/μL) | 176.9+/−64.5 | 182.2+/−58.5 | 155.6+/−57.7 | 0.001* |
| TC (mg/dL) | 171.3+/−34.5 | 168.05+/−32.08 | 176.29+/−27.90 | 0.735 |
| TGs (mg/dL) | 104.9+/−50.5 | 98.53+/−44.58 | 116.71+/−70.32 | 0.123 |
| PAI-1 (ng/ml) | 6.87+/−3.01 | 6.93+/−3.47 | 6.30+/−4.48 | 0.701 |
| BNP (pg/mL) | 424.2+/−67 | 420.5+/−71.7 | 512.0+/−47.1 | 0.017* |
| Homocysteine ( | 14.0+/−7.44 | 14.3+/−7.9 | 13.7+−0.4.5 | 0.76 |
| eGFR | 89.91+/−36.40 | 82.75+/−34.89 | 84.39+/−35.82 | 0.748 |
| PAI-1-rs1799889, 4 G/4 G, n (%) # | 285 (42.6) | 190 (41.7) | 41 (45.1) | 0.984 |
| IFNL3-rs12979860CC, n (%) # | 564 (84.3) | 392 (88.2) | 61 (67) | 0.003* |
#Chi-squared test; SVR: sustained virological response; BMI: body mass index; G: genotype; Log: logarithmic; *p < 0.05; G: genotype; HOMA-IR: homeostasis model assessment-estimated insulin resistance; ALT: alanine aminotransferase; APRI: aspartate aminotransferase to platelet ratio index; hsCRP: high sensitivity C- reactive protein; WBC: white blood cells; TC: total cholesterol; TGs: triglycerides; PAI-1: plasminogen activator inhibitor-1; BNP: brain natriuretic peptide; eGFR: estimated glomerular filtration rate; IFNL3: interferon-λ3.
Univariate and multivariate analyses of factors associated with pre-therapy HCV RNA and PAI-1 levels as well as SVR in all enrolled chronic hepatitis C patients.
| Variants | HCV RNA (Log10 IU/ml) | PAI-1 (ng/ml) | SVR | |||
|---|---|---|---|---|---|---|
| Univariate analysis: 95% CI of estimated β ( | Multivariate analysis: 95% CI of estimated β [estimated β] ( | Univariate analysis: 95% CI of estimated β ( | Multivariate analysis: 95% CI of estimated β [estimated β] ( | Univariate analysis: 95% CI of OR [OR] ( | Multivariate analysis: 95% CI of OR [OR] ( | |
| Sex (Male) | −0.839~2.037 (0.413) | −0.038~1.019 (0.069) | 0.707~1.877 [1.151] (0.571) | |||
| Age | −0.068~0.047 (0.721) | −0.079~−0.034 (<0.001*) | −0.062~−0.002 [−0.032] (0.037*) | 0.961~1.004 [0.982] (0.11) | ||
| BMI | −0.233~0.167 (0.746) | 0.12~0.225 (<0.001*) | 0.075~0.265 [0.17] (<0.001*) | 0.877~0.977 [0.935] (0.042*) | 0.82~0.992 [0.902](0.033*) | |
| HCV genotype | −0.279~−0.14 (<0.001*) | −0.311~−0.098 [−0.204] (<0.001*) | −0.286~0.223 (0.807) | 1.361~3.604 [2.214] (0.001*) | 2.356~16.156 [0.617] (<0.001*) | |
| HCV RNA (Log10 IU/ml) | NA | NA | −0.004~0.49 (0.053) | 0.385~0.708 [0.522] (<0.001*) | 0.464~1.307 [0.694] (0.075) | |
| ALT (U/L) | −0.011~0.008 (0.777) | −001~0.005 (0.158) | 0.999~1.007 [1.003] (0.11) | |||
| APRI | −0.481~0.318 (0.689) | −0.364~−0.008 (0.002) | −0.152~0.337 [0.093] (0.457) | 0.802~1.060 [0.922] (0.252) | ||
| hsCRP (mg/dL) | −0.019~0.028 (0.702) | −0.068~0.19 (0.352) | 0.92~1.118 [1.014] (0.774) | |||
| WBC count (103/μL) | 0.021~0.11 (0.004*) | 0.021~0.135 [0.078] (0.008*) | 0.223~0.492 (<0.001*) | −0.094~0.298 [0.102] (0.307) | 0.905~1.209 [1.046] (0.542) | |
| Platelets count (103/μL) | 0.000~0.002 (0.212) | 0.014~0.022 (<0.001*) | 0.009~0.025 [0.017] (<0.001*) | 1.003~1.012 [1.008] (0.001*) | 0.997~1.013 [1.005] (0.216) | |
| TC (mg/dL) | −0.016~0.031 (0.531) | −0.008~0.008 (0.96) | 0.992~1.007 [0.999] (0.843) | |||
| TGs (mg/dL) | 0.006~0.032 (0.005*) | −0.003~0.002 [−0.001] (0.607) | 0.007~0.17 (<0.001*) | 0.002~0.016 [0.009] (0.012*) | 0.99~0.999 [0.995] (0.019*) | 0.991~1.004 [0.917] (0.46) |
| HOMA-IR | 0.086~0.348 (0.001*) | −0.008~0.035 [0.013] (0.231) | −0.038~0.049 (0.813) | 0.909~1.004 [0.955] (0.073) | ||
| Hepatic steatosis | −3.06~0.386 (0.128) | 0.401~1.529 (0.001*) | −0.284~1.227 [0.472] (0.22) | 0.725~2.048 [1.219] (0.455) | ||
| Liver cirrhosis | −0.342~0.069 (0.192) | −1.728~−0.41 (0.001*) | −0.569~1.269 [0.33] (0.47) | 0.227~0.673 [0.391] (0.001*) | 0.109~0.684 [0.273] (0.006*) | |
| PAI-1 (ng/ml) | −0.297~0.186 (0.65) | NA | NA | 0.919~1.117 [1.013] (0.794) | ||
| BNP (Log10 pg/mL) | −0.383~0.264 (0.717) | −0.571~1.052 (0.377) | 0.128 ~0.828 [0.326] (0.018*) | 0.045~0.818 [0.192] (0.026*) | ||
| Homocysteine ( | −0.044~0.007 (0.155) | −0.12 ~0.017 (0.14) | 0.945~1.080 [1.011] (0.758) | −0.044~0.007 (0.155) | ||
| eGFR | −0.001~0.004 (0.235) | −0.005~0.011 (0.427) | 0.992~1.008 [1.000] (0.948) | |||
| rs2227631 | −0.176~0.15 (0.887) | −0.507~0.435 (0.913) | 0.431~1.118 [0.694] (0.133) | |||
| rs1799889 (4 G/4 G) | −0.28~0.025 (0.1) | 0.012~0.888 (0.044*) | 0.046~0.896 [0.471] (0.03*) | 0.746~1.636 [1.104] (0.62) | ||
| rs6976053 | −0.146~0.129 (0.903) | −0.46~0.388 (0.868) | 0.671~1.464 [0.991] (0.964) | |||
| rs6486112 | −0.18~0.133 (0.769) | −0.713~0.263 (0.365) | 0.597~1.557 [0.964] (0.88) | |||
| rs11128603 | −0.271~0.501 (0.563) | −1.168~1.157 (0.922) | 0.439~0.882 [1.967] (0.377) | |||
| −01.371 ~4.7 (0.278) | −1.34~0.347 (0.248) | 1.289~3.921 [2.248] (0.004*) | 1.324~4.707 [2.496] (0.005*) | |||
CI: confidence interval; OR: odds ratio; *p < 0.05; NA, not accessible; HCV: hepatitis C virus; PAI-1: plasminogen activator inhibitor-1; SVR: sustained virological response; BMI: body mass index; Log: logarithmic; HOMA-IR: homeostasis model assessment-estimated insulin resistance; ALT: alanine aminotransferase; APRI: aspartate aminotransferase to platelet ratio index; hsCRP: high sensitivity C-reactive protein; WBC: white blood cells; TC: total cholesterol; TGs: triglycerides; PAI-1: plasminogen activator inhibitor-1; BNP: brain natriuretic peptide; eGFR: estimated glomerular filtration rate; IFNL3: interferon-λ3.
GEE analysis results of the 536 chronic hepatitis C patients who underwent anti-hepatitis C virus therapy.
| Variants | PAI-1 (ng/ml) | |
|---|---|---|
| 95% CI of estimated exp ( | ||
| Sex (female) | 0.214~0.848 (0.426) | 0.015* |
| Age | 0.939~1.012 (0.975) | 0.181 |
| BMI | 1.043~1.296 (1.163) | 0.007* |
| Therapy intervention (without) | 0.012~0.155 (0.043) | <0.001* |
| Therapy duration | 0.841~1.346 (1.064) | 0.553 |
| SVR | 0.202~1.514 (0.552) | 0.249 |
| HCV genotype | 0.59~2.354 (1.178) | 0.642 |
| HCV RNA (Log10 IU/ml) | 0.683~1.281 (0.935) | 0.676 |
| HOMA-IR | 1.003~1.066 (1.034) | 0.003* |
| ALT (U/L) | 0.994~1.004 (0.999) | 0.704 |
| APRI | 1.038~1.1 (1.069) | <0.001* |
| hsCRP (mg/dL) | 0.941~1.279 (1.097) | 0.235 |
| WBC count (103/μL) | 0.982~1.253 (1.235) | 0.07 |
| Platelets count (103/μL) | 1.018~1.033 (1.026) | <0.001* |
| Hepatic steatosis (yes) | 0.569~2.014 (1.07) | 0.833 |
| Liver cirrhosis (yes) | 0.596~3.476 (1.495) | 0.391 |
| TC (mg/dL) | 0.972~0.998 (0.985) | 0.023* |
| TGs (mg/dL) | 1.002~1.006 (1.004) | 0.001* |
| PAI-1 (ng/ml) | NA | NA |
| BNP (Log10 pg/mL) | 0.189~2.627 (0.704) | 0.602 |
| Homocysteine ( | 0.234~3.86 (1.234) | 0.885 |
| eGFR | 1.001~1.045 (1.023) | 0.042* |
| PAI-1-rs1799889 (4 G/4 G genotype) | 1.69~4.09 (2.63) | <0.001* |
| IFNL3-rs12979860 (CC genotype) | 1.18~4.18 (2.22) | 0.013* |
Estimates of exp. (β), 95% confidence interval (CI) of exp. (β) and p-values for the variants that predicted PAI-1 longitudinally. GEE: generalized estimating equation; CI: confidence interval; OR: odds ratio; *p < 0.05; NA, not accessible; SVR: sustained virological response; BMI: body mass index; Log: logarithmic; HOMA-IR: homeostasis model assessment-estimated insulin resistance; ALT: alanine aminotransferase; APRI: aspartate aminotransferase to platelet ratio index; hsCRP: high sensitivity C-reactive protein; WBC: white blood cells; TC: total cholesterol; TGs: triglycerides; PAI-1: plasminogen activator inhibitor-1; BNP: brain natriuretic peptide; eGFR: estimated glomerular filtration rate; IFNL3: interferon-λ3.
Figure 1Longitudinal trends in plasminogen activator inhibitor-1 (PAI-1) levels.
The included patients with chronic hepatitis C were stratified according to (A) sex (male: 1; female: 0), (B) PAI-1-rs-1799889 genotype (4 G/4 G genotype: 1; non-4G/4 G genotype: 0) and (C) IFNL3-rs-12979860 genotype (CC genotype: 1; non-CC genotype: 0). The blood-drawing time points were as follows: 1, 2 weeks before therapy; 2, after 4 weeks of therapy; 3, after 12 weeks of therapy; 4, after 24 weeks of therapy; 5, after 36 weeks of therapy; 6, after 48 weeks of therapy; 7, after 60 weeks of therapy; and 8, after 72 weeks of therapy.
Comparison of the pre- and 24-week post-therapy variables in 536 chronic hepatitis C patients who underwent anti-HCV therapy stratified by the therapeutic response.
| Variants | SVR (+), n = 445 | SVR (−), n = 91 | ||||
|---|---|---|---|---|---|---|
| Pre-therapy value | Post-therapy value | Paired | Pre-therapy value | Post-therapy value | Paired | |
| BMI | 24.79+/−3.68 | 24.35+/−3.51 | <0.001* | 25.84+/−4.28 | 24.87+/−5.99 | <0.001* |
| HCV RNA (Log10 IU/ml) | 2.95+/−6.26 | 0.00+/−0.00 | <0.001* | 5.68+/−4.96 | 5.89+/−2.88 | 0.3222 |
| HOMA-IR | 3.02+/−6.56 | 2.83+/−3.96 | 0.5493 | 5.08+/−8.47 | 5.40+/−11.55 | 0.7332 |
| ALT (U/L) | 104.7+/−96.0 | 20.0+/−10.5 | <0.001* | 85.6+/−80.0 | 63.7+/−43.3 | 0.151 |
| APRI | 1.479+/−1.92 | 0.418+/−0.297 | <0.001* | 1.758+/−1.986 | 1.28+/−0.929 | 0.162 |
| hsCRP (mg/dL) | 1.70+/−3.16 | 1.86+/−4.54 | 0.607 | 1.59+/−1.97 | 1.91+/−3.6 | 0.436 |
| WBC count (103/μL) | 5.83+/−1.92 | 5.79+/−1.77 | 0.689 | 5.59+/−1.66 | 5.16+/−1.22 | 0.628 |
| Platelets count (103/μL) | 182.2+/−58.5 | 183.9+/−56.3 | 0.349 | 1.55.6+/−57.7 | 148.7+/−53.8 | 0.137 |
| TC (mg/dL) | 168.05+/−32.08 | 184.28+/−37.39 | <0.001* | 176.29+/−27.90 | 174.29+/−36.12 | 0.7021 |
| TGs (mg/dL) | 98.53+/−44.58 | 114.53+/−67.52 | <0.001* | 116.71+/−70.32 | 106.45+/−40.9 | 0.038* |
| PAI-1 (ng/ml) | 6.93+/−3.47 | 9.08+/−4.43 | 0.003* | 6.30+/−4.48 | 6.45+/−4.42 | 0.9355 |
| BNP (pg/mL) | 420.5+/−71.7 | 757.3+/−293.1 | 0.012* | 512.0+/−47.1 | 499.6+/−52.6 | 0.869 |
| Homocysteine ( | 14.31+/−7.90 | 15.34+/−7.33 | 0.004* | 13.76+/−4.72 | 13.77+/−4.52 | 0.8 |
| eGFR | 82.75+/−34.89 | 80.71+/−32.42 | 0.062 | 84.39+/−35.82 | 82.11+/−34.49 | 0.919 |
SVR: sustained virological response; HCV: hepatitis C virus; SVR: sustained virological response; BMI: body mass index; Log: logarithmic; *p < 0.05; HOMA-IR: homeostasis model assessment-estimated insulin resistance; ALT: alanine aminotransferase; APRI: aspartate aminotransferase to platelet ratio index; hsCRP: high sensitivity C-reactive protein; WBC: white blood cells; TC: total cholesterol; TGs: triglycerides; PAI-1: plasminogen activator inhibitor-1; BNP: brain natriuretic peptide; eGFR: estimated glomerular filtration rate.
Figure 2Associations between independent factors and plasminogen activator inhibitor-1 (PAI-1) levels in pre-, peri- and post-anti-hepatitis C virus therapy stages.
The tips of the black arrowheads indicate dependent factors, and the bases of the black arrowheads indicate independent factors. BMI: body mass index; TGs: triglycerides; Plt: platelet; PAI-1 SNP: PAI-1-rs-1799889 genotype; TC: total cholesterol; Tx: anti-HCV therapy; eGFR: estimated glomerular filtration rate; Sex: male sex; APRI: aspartate aminotransferase to platelet ratio index; HOMA-IR: homeostasis model assessment-estimated insulin resistance; IFNL3: interferon λ3; TC: total cholesterol.
Figure 3Immunohistochemical studies of hepatic plasminogen activator inhibitor-1 (PAI-1) levels.
Representative livers from a chronic hepatitis C (CHC) patient with severe fibrosis and some inflammation (A, 100X; B, 200X) and another CHC patient with severe inflammation, steatosis and mild fibrosis (C, 100X; D, 200X) before the initiation of anti-hepatitis C virus therapy. A liver specimen from a normal subject was stained for PAI-1 (E, 100X; F, 200X) and served as a negative control (without HCV infection). A hepatocellular carcinoma specimen served as a positive control for PAI-1 staining (G, 100X; H, 200X). The arrows indicate PAI-1-positive stained cells. Black arrows: biliary and endothelial cells; red arrows: malignant hepatocytes.