| Literature DB >> 28526812 |
Mirko Dengler1, Katharina Staufer2,3, Heidemarie Huber1, Rudolf Stauber4, Heike Bantel5, Karl Heinz Weiss6, Patrick Starlinger7, Hannelore Pock4, Petra Klöters-Plachky6, Daniel N Gotthardt6, Peter Rauch8, Carolin Lackner9, Judith Stift10, Christine Brostjan7, Thomas Gruenberger7, Takashi Kumada11, Hidenori Toyoda11, Toshifumi Tada11, Thomas S Weiss12, Michael Trauner3, Wolfgang Mikulits1.
Abstract
Patients with chronic liver disease (CLD) and cirrhosis are at high risk for hepatocellular carcinoma (HCC). Current diagnostic tools for HCC detection include imaging techniques and serum biomarkers such as α-fetoprotein (AFP). Yet, these methods are limited in sensitivity and specificity to accurately detect early HCC. Here we focused on the potential of soluble Axl (sAxl) as a biomarker in CLD patients by analyzing serum samples of 1067 patients and healthy controls from centers in Europe and Asia. We show that serum concentrations of sAxl were significantly increased at early (82.57 ng/mL) and later stages of HCC (114.50 ng/mL) as compared to healthy controls (40.15 ng/mL). Notably, no elevated sAxl levels were detected in patients with CLD including chronic viral hepatitis, autoimmune hepatitis, cholestatic liver disease, or non-alcoholic fatty liver disease versus healthy controls. Furthermore, sAxl did not rise in liver adenomas or cholangiocarcinoma (CCA). Yet, patients with advanced fibrosis (F3) or cirrhosis (F4) showed enhanced sAxl concentrations (F3: 54.67 ng/mL; F4: 94.74 ng/mL). Hepatic myofibroblasts exhibited an increased release of sAxl, suggesting that elevated sAxl levels arise from these cells during fibrosis. Receiver operating characteristic curve analysis of sAxl displayed a strongly increased sensitivity and specificity to detect both cirrhosis (80.8%/92.0%) and HCC (83.3%/86.7%) with an area under the curve of 0.935/0.903 as compared to AFP. In conclusion, sAxl shows high diagnostic accuracy at early stage HCC as well as cirrhosis, thereby outperforming AFP. Importantly, sAxl remains normal in most common CLDs, liver adenomas and CCA.Entities:
Keywords: biomarker; cirrhosis; fibrosis; hepatocellular carcinoma; soluble Axl
Mesh:
Substances:
Year: 2017 PMID: 28526812 PMCID: PMC5542263 DOI: 10.18632/oncotarget.17598
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Demographic and clinicopathological attributes of HCC study population
| Variable | Number of cases | % | Valid % | |
|---|---|---|---|---|
| Valid | < 55 | 26 | 7.5 | 8.2 |
| ≥ 55 | 293 | 84.4 | 91.8 | |
| Missing | 28 | 8.1 | ||
| Total | 347 | 100.0 | 100.0 | |
| Valid | Male | 193 | 55.6 | 82.8 |
| Female | 40 | 11.5 | 17.2 | |
| Missing | 114 | 32.9 | ||
| Total | 347 | 100.0 | 100.0 | |
| Valid | Negative | 133 | 38.3 | 88.1 |
| Positive | 18 | 5.2 | 11.9 | |
| Missing | 196 | 56.5 | ||
| Total | 347 | 100.0 | 100.0 | |
| Valid | Negative | 113 | 32.6 | 74.8 |
| Positive | 38 | 11.0 | 25.2 | |
| Missing | 196 | 56.5 | ||
| Total | 347 | 100.0 | 100.0 | |
| Valid | Negative | 35 | 10.1 | 11.4 |
| Positive | 272 | 78.4 | 88.6 | |
| Missing | 40 | 11.5 | ||
| Total | 347 | 100.0 | 100.0 | |
| Valid | Negative | 76 | 21.9 | 36.2 |
| Positive | 134 | 38.6 | 63.8 | |
| Missing | 137 | 39.5 | ||
| Total | 347 | 100.0 | 100.0 | |
| Valid | Negative | 174 | 50.1 | 91.6 |
| Positive | 16 | 4.6 | 8.4 | |
| Missing | 157 | 45.2 | ||
| Total | 347 | 100.0 | 100.0 |
HBV: hepatitis B virus; HCV: hepatitis C virus.
sAxl and AFP serum concentrations of the study population
| Number of cases | Median (IQR) ng/mL | |
|---|---|---|
| 1067 | ||
| Healthy controls | 75 | 40.15 (35.22 - 46.85) |
| Tumors patients: | 402 | |
| All HCC | 347* | 78.69 (55.09 - 101.5) |
| HCC with cirrhosis | 272 | 83.37 (62.13 - 107.1) |
| HCC w/o cirrhosis | 35 | 61.92 (43.13 - 81.09) |
| BCLC A | 45 | 82.57 (52.13 - 110.2) |
| BCLC B | 45 | 73.46 (50.59 - 87.24) |
| BCLC C | 67 | 77.08 (55.09 - 96.33) |
| BCLC D | 12 | 114.50 (89.69 - 134.6) |
| CCA | 44 | 41.02 (33.89 - 48.11) |
| Adenoma | 11 | 31.41 (25.95 - 36.57) |
| Chronic liver diseases | 400 | |
| Fibrosis stages: | ||
| F0 | 54 | 40.70 (35.56 - 51.98) |
| F1 | 75 | 46.20 (38.64 - 55.07) |
| F2 | 80 | 46.76 (40.37 - 60.06) |
| F3 | 36 | 54.67 (43.45 - 74.92) |
| F4 (cirrhosis w/o HCC) | 155 | 94.74 (66.38 - 132.5) |
| Liver disease etiology: | 190 | |
| Viral hepatitis | 26 | 47.87 (42.30 - 61.75) |
| AIH | 18 | 48.40 (36.16 - 84.20) |
| Cholestatic liver disease | 30 | 40.97 (36.01 - 51.06) |
| NAFLD | 116 | 43.15 (37.72 - 53.85) |
| 326 | ||
| Healthy controls | 28 | 2.60 (1.500 - 3.475) |
| All HCC | 274 | 12.90 (5.275 - 173.3) |
| HCC with cirrhosis | 194 | 11.50 (0 - 49.33) |
| HCC w/o cirrhosis | 28 | 23.60 (3.900 - 4743) |
| F4 (cirrhosis w/o HCC) | 24 | 4.65 (3.025 - 6.650) |
*347 HCC samples in total, including information for dedicated numbers of cirrhosis status and BCLC stages. Respective clinical data were not available for all 347 HCC cases.
HCC: hepatocellular carcinoma; BCLC: Barcelona clinic liver cancer staging; CCA: cholangiocellular carcinoma; AIH: autoimmune hepatitis; NAFLD: non-alcoholic fatty liver disease; AFP: ?-fetoprotein; IQR: interquartile range.
Figure 1sAxl levels in HCC patients
(A) sAxl serum concentrations in healthy controls (n = 75) compared to all HCC patients (n = 347) and in HCC patients either with cirrhosis (n = 272) or without cirrhosis (n = 35). (B) Analysis of sAxl serum concentrations in healthy controls (n = 75), early HCC (BCLC A: n = 45), intermediate HCC (BCLC B: n = 45), advanced HCC (BCLC C: n = 67) and end-stage HCC (BCLC D: n = 12). (C) Statistical comparison between HCC patients with cirrhosis and HCC patients without cirrhosis. Serum samples were diluted with LowCross-buffer® (Candor, Germany) 1:200 and analyzed for sAxl levels by ELISA. Horizontal bars indicate median levels with interquartile ranges. Statistical significances of the differences between groups were evaluated with Mann-Whitney U test. Ns: not significant. *** p ≤ 0.001.
Figure 2sAxl levels in fibrosis and CLDs
(A) sAxl serum concentrations in healthy controls (n = 75) compared to patients without fibrosis (F0: n = 54), with mild fibrosis (F1: n = 75), moderate fibrosis (F2: n = 80), advanced fibrosis (F3: n = 36) and cirrhosis (F4: n = 155). (B) sAxl serum levels of all HCC patients (n = 347) versus fibrosis and cirrhosis patients. (C) sAxl serum concentrations in healthy controls (n = 75) compared to patients with viral hepatitis (n = 26), and autoimmune hepatitis (AIH: n = 18). (D) sAxl serum levels of all HCC patients versus viral hepatitis and AIH patients. (E) Analysis of sAxl serum concentrations in healthy controls (n = 75), cholestatic liver disease (n = 30) and patients with non-alcoholic fatty liver disease (NAFLD; n = 116). (F) Statistical comparison between all HCC patients (n = 347) to cholestatic liver disease patients and NAFLD. Serum samples were diluted with LowCross-buffer® (Candor, Germany) 1:200 and analyzed for sAxl levels by ELISA. Horizontal bars indicate median levels with interquartile ranges. Statistical significances of the differences between groups were evaluated with Mann-Whitney U test. Ns: not significant. ** p ≤ 0.01, *** p ≤ 0.001.
Figure 3sAxl levels in CCA and liver adenoma patients
(A) Analysis of sAxl serum concentrations in healthy controls (n = 75), CCA patients (n = 44) and patients with benign liver adenoma (n = 11). (B) Statistical comparison between all HCC patients to CCA and adenoma patients. Serum samples were diluted with LowCross-buffer® (Candor, Germany) 1:200 and analyzed for sAxl levels by ELISA. Horizontal bars indicate median levels with interquartile ranges. Statistical significances of the differences between groups were evaluated with Mann-Whitney U test. Ns: not significant. *** p ≤ 0.001.
Figure 4Detection of HCC and cirrhosis by sAxl
(A) ROC curve of sAxl in healthy controls (n = 75) versus HCC (n = 347). (B) ROC curve of sAxl in healthy controls (n = 75) versus cirrhosis (F4, cirrhosis w/o HCC; n = 155). (C) ROC curve of sAxl, AFP and a combination of both in healthy controls (n = 28) versus HCC patients (n = 274). (D) ROC curve of sAxl, AFP and a combination of both in healthy controls (n = 28) versus cirrhosis patients (F4, cirrhosis w/o HCC; n = 24). Numbers in parentheses represent area under the curve.
Performance of sAxl and AFP in the detection of HCC and chronic liver diseases
| Sample size | AUC (95% CI) | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | Youden's index | Cut-off (ng/mL) | |
|---|---|---|---|---|---|---|---|---|
| | 347 vs. 75 | |||||||
| sAxl | 0.903 (0.873 - 0.932) | 83.3 | 86.7 | 96.7 | 52.9 | 0.70 | 49.71 | |
| | 272 vs. 75 | |||||||
| sAxl | 0.929 (0.903 - 0.956) | 89.0 | 86.7 | 96.0 | 68.4 | 0.76 | 49.71 | |
| | 35 vs. 75 | |||||||
| sAxl | 0.789 (0.688 - 0.891) | 54.3 | 96.0 | 86.4 | 81.8 | 0.50 | 58.39 | |
| | 155 vs. 75 | |||||||
| sAxl | 0.935 (0.909 - 0.961) | 80.8 | 92.0 | 97.1 | 59.5 | 0.79 | 54.0 | |
| | 36 vs. 75 | |||||||
| sAxl | 0.810 (0.687 - 0.933) | 72.0 | 89.3 | 69.2 | 90.5 | 0.61 | 52.86 | |
| | 191 vs. 75 | |||||||
| sAxl | 0.918 (0.885 - 0.950) | 82.7 | 92.0 | 96.3 | 67.7 | 0.75 | 53.89 | |
| | 274 vs. 28 | |||||||
| sAxl | 0.902 (0.865 - 0.939) | 74.4 | 100.0 | 100.0 | 28.0 | 0.74 | 60.42 | |
| AFP | 0.869 (0.825 - 0.914) | 38.8 | 100.0 | 100.0 | 14.2 | 0.39 | 20.00 | |
| sAxl + AFP | 0.947 (0.922 - 0.972) | 86.9 | 100.0 | 100.0 | 29.5 | 0.87 | ||
| | 194 vs. 28 | |||||||
| sAxl | 0.937 (0.905 - 0.969) | 80.4 | 96.4 | 99.4 | 41.5 | 0.80 | 60.42 | |
| | 0.855 (0.803 - 0.907) | 32.5 | 100.0 | 100.0 | 17.6 | 0.32 | 20.00 | |
| sAxl + AFP | 0.954 (0.928 - 0.980) | 84.0 | 100.0 | 100.0 | 47.5 | 0.89 | ||
| | 28 vs. 28 | |||||||
| sAxl | 0.804 (0.682 - 0.925) | 60.7 | 96.4 | 94.4 | 71.1 | 0.57 | 61.07 | |
| (Continued) | ||||||||
| AFP | 0.828 (0.710 - 0.947) | 53.6 | 100.0 | 100.0 | 68.3 | 0.54 | 20.00 | |
| sAxl + AFP | 0.941 (0.882 - 1.000) | 85.7 | 96.4 | 96.0 | 87.1 | 0.82 | ||
| | 24 vs. 28 | |||||||
| sAxl | 0.990 (0.972 - 1.000) | 100.0 | 89.3 | 85.7 | 100.0 | 0.89 | 54.47 | |
| AFP | 0.772 (0.642 - 0.902) | 70.8 | 82.1 | 77.3 | 76.7 | 0.53 | 3.65 | |
| sAxl + AFP | 0.993 (0.978 - 1.000) | 95.8 | 96.4 | 95.8 | 96.4 | 0.92 | ||
| | ||||||||
| HCC vs. HC | 40 vs. 75 | 0.781 (0.682 - 0.880) | 77.5 | 72.0 | 59.6 | 85.7 | 0.50 | 43.88 |
| Cirrhosis vs. HC | 48 vs. 75 | 0.855 (0.778 - 0.931) | 66.7 | 94.7 | 88.9 | 81.6 | 0.61 | 56.66 |
| | ||||||||
| HCC vs. HC | 75 vs. 75 | 0.885 (0.826 - 0.943) | 82.7 | 86.7 | 86.1 | 83.3 | 0.69 | 49.78 |
| Cirrhosis vs. HC | 90 vs. 75 | 0.987 (0.968 - 1.000) | 97.8 | 94.7 | 95.7 | 97.3 | 0.92 | 56.66 |
| | ||||||||
| HCC vs. HC | 119 vs. 75 | 0.925 (0.887 - 0.963) | 79.0 | 98.7 | 99.0 | 74.8 | 0.78 | 60.42 |
| | ||||||||
| HCC vs. HC | 20 vs. 75 | 0.932 (0.862 - 1.000) | 80.0 | 97.3 | 88.9 | 94.8 | 0.77 | 59.88 |
| Cirrhosis vs. HC | 4 vs. 75 | 0.977 (0.937 - 1.000) | 100.0 | 92.0 | 40.0 | 100.0 | 0.92 | 55.09 |
| | ||||||||
| HCC vs. HC | 93 vs. 75 | 0.934 (0.898 - 0.971) | 81.7 | 94.7 | 95.0 | 80.7 | 0.76 | 56.87 |
AUC: area under the curve; CI: confidence interval; PPV: positive predictive value; NPV: negative predictive value; HCC: hepatocellular carcinoma; HC: healthy controls. Diagnostic cut-off for AFP in HCC was 20 ng/mL.
Figure 5sAxl release of liver myofibroblasts, mesenchymal and epithelial hepatoma cell lines and CCA cell lines
Evaluation of total sAxl release of seven liver myofibroblast cell lines (white), two mesenchymal hepatoma cell lines (dark gray), two epithelial hepatoma cell lines (gray) and three cholangiocellular carcinoma cell lines (black) by ELISA. Data are expressed as mean ± s.d.