Abstract
Autotaxin (ATX) is a secreted enzyme metabolized by liver sinusoidal endothelial cells that has been associated with liver fibrosis. We evaluated serum ATX values in 128 treatment-naïve, histologically assessed primary biliary cholangitis (PBC) patients and 80 healthy controls for comparisons of clinical parameters in a case-control study. The median ATX concentrations in controls and PBC patients of Nakanuma’s stage I, II, III, and IV were 0.70, 0.80, 0.87, 1.03, and 1.70 mg/L, respectively, which increased significantly with disease stage (r = 0.53, P < 0.0001) as confirmed by Scheuer’s classification (r = 0.43, P < 0.0001). ATX correlated with Wisteria floribunda agglutinin-positive Mac-2 binding protein (M2BPGi) (r = 0.51, P < 0.0001) and fibrosis index based on four factors (FIB-4) index (r = 0.51, P < 0.0001). While ALP and M2BPGi levels had decreased significantly (both P < 0.001) by 12 months of ursodeoxycholic acid treatment, ATX had not (0.95 to 0.96 mg/L) (P = 0.07). We observed in a longitudinal study that ATX increased significantly (P < 0.00001) over 18 years in an independent group of 29 patients. Patients succumbing to disease-related death showed a significantly higher ATX increase rate (0.05 mg/L/year) than did survivors (0.02 mg/L/year) (P < 0.01). ATX therefore appears useful for assessing disease stage and prognosis in PBC.
Introduction
Primary biliary cholangitis (PBC) is a liver-specific autoimmune disease characterized by a female preponderance and the destruction of intrahepatic bile ducts that often causes cirrhosis and hepatic failure1,2. The precise etiology of PBC remains unknown but is related to genetic susceptibility, as supported by SNP-based studies3,4 and genome-wide association studies across multiple ethnicities5–10, as well as environmental factors1,11. The major manifestations of symptomatic PBC include fatigue, pruritus, and jaundice. However, the number of patients with asymptomatic PBC is on the rise due mainly to increased awareness and diagnosis at earlier stages by disease-specific antimitochondrial antibodies (AMAs)12.
As recommended by most guidelines13–15, ursodeoxycholic acid (UDCA) is currently the most effective treatment for PBC and has remarkably improved disease prognosis. Nonetheless, some patients experience progression to cirrhosis, hepatic failure, and rarely hepatocellular carcinoma (HCC)16,17. Several factors have been associated with a worsened prognosis, including the presence of symptoms at diagnosis, UDCA unresponsiveness18, more advanced histologic stage, presence of antinuclear antibodies19, and certain genetic polymorphisms20,21. Thus, it is important to accurately diagnose the clinical stage of PBC. Liver biopsy provides essential information regarding the severity of necro-inflammatory activity and liver fibrosis, but is often limited by invasiveness, pain, sampling error, and inter-observer disparity22. Simple and reliable non-invasive methods to estimate liver fibrosis23 and PBC progression are therefore needed, such as Wisteria floribunda agglutinin-positive Mac-2 binding protein (M2BPGi)24–26, hyaluronic acid (HA), type IV collagen 7S, aspartate aminotransferase (AST)-to-platelet ratio index (APRI)16,27, and fibrosis index based on four factors (FIB-4) index28. However, the diagnostic abilities of these markers remain under scrutiny due to their significant, but moderate, accuracy.
Autotaxin (ATX) is a 125 kD type II ectonucleotide pyrophosphatase/phosphodiesterase that was originally isolated as a potent cell motility-stimulating factor from the conditioned medium of A2058 human melanoma cells29–31. Nakagawa et al. described that lysophosphatidic acid (LPA) and ATX were pathophysiologically involved in liver fibrosis based on the evidence that LPA stimulated proliferation and contractility in hepatic stellate cells32. Thereafter, serum ATX has been reported as a novel marker candidate to assess liver fibrosis, histological activity grade, and disease outcome32–39. Although the molecular mechanisms involved in the pathogenesis of cholestatic pruritus remain unknown, the ATX-LPA signaling axis is suspected to play an important role based on evidence of increased ATX activity in affected patients40,41.
The present study evaluated the performance of serum ATX in predicting histological disease stage in PBC in comparison with currently established indices. We also examined the clinical characteristics of ATX over time in patients with PBC in a longitudinal study.
Results
Case-control study for evaluating associations of ATX with disease stage
Baseline clinical characteristics
The baseline clinical characteristics in the case-control study to assess the ability of ATX in estimating disease progression are presented in Table 1. Of the 128 enrolled patients, 108 were female and 20 were male. Median age was 57 years. Only 14 patients exhibited symptoms such as variceal bleeding, jaundice, fatigue, and/or pruritus on presentation, with the majority of the cohort being asymptomatic after liver dysfunction was identified as a complication of another disease or following a routine health check-up. In total, 108 of 128 patients (84%) were AMA-positive, 87 of 128 (68%) were ANA-positive, and 32 of 128 (25%) were gp210-positive at the time of diagnosis and liver biopsy. Median nuclear pore glycoprotein p62 (NUP62) value was 2.7 ng/mL. Based on histological findings, the number of patients with Nakanuma’s stage42 1, 2, 3, and 4 was 10, 73, 27, and 18, respectively, and those with Scheuer’s stage43 I, II, III, and IV were 84, 18, 15, and 11, respectively. There were significant differences for GGTP (P = 0.002), ALT (P = 0.014), and the fibrosis markers ATX (P = 0.005) and FIB-4 index (P = 0.004) between female and male patients (Table 1).
Table 1.
Baseline characteristic | Overall (n = 128) | Female (n = 108) | Male (n = 20) | Male vs. female | |||
---|---|---|---|---|---|---|---|
Median | IQR | Median | IQR | Median | IQR | P value | |
Age (years) | 57 | (51–65) | 57 | (53–65) | 57 | (47–68) | 0.82 |
Female/Male | 108/20 | ||||||
Symptoms* at diagnosis | 14 (11%) | 10 (9.3%) | 4 (20.0%) | 0.16 | |||
Laboratory data | |||||||
alkaline phosphatase (U/L) | 459 | (326–605) | 445 | (322–576) | 524 | (328–676) | 0.48 |
gamma-glutamyl transpeptidase (U/L) | 128 | (77–236) | 114 | (73–210) | 288 | (149–702) | 0.002 |
alanine aminotransferase (U/L) | 40 | (27–67) | 38 | (26–60) | 70 | (29–103) | 0.014 |
aspartate aminotransferase (U/L) | 40 | (30–59) | 39 | (30–59) | 50 | (34–65) | 0.20 |
total bilirubin (mg/dL) | 0.78 | (0.59–1.00) | 0.76 | (0.57–1.00) | 0.82 | (0.60–1.00) | 0.55 |
albumin (g/dL) | 4.2 | (4.0–4.5) | 4.2 | (4.0–4.5) | 4.3 | (3.9–4.4) | 0.51 |
platelet count (x104/µL) | 22.6 | (18.3–25.6) | 23.0 | (18.4–25.7) | 21.8 | (18.1–25.1) | 0.49 |
immunoglobulin M (mg/dL) | 304 | (186–518) | 296 | (171–518) | 337 | (224–524) | 0.51 |
immunoglobulin G (mg/dL) | 1,597 | (1,367–1,890) | 1,580 | (1,367–1,865) | 1,650 | (1,330–1,963) | 0.99 |
AMA-M2 positive (%) | 108 (84%) | 90 (83%) | 18 (90%) | 0.45 | |||
anti-nuclear antibody positive (%) (x80) | 87 (68%) | 73 (69%) | 14 (70%) | 0.92 | |||
anti-gp210 antibody positive (%) | 32 (25%) | 26 (24%) | 6 (30%) | 0.57 | |||
nuclear pore glycoprotein p62 (ng/mL) | 2.7 | (1.3–6.5) | 2.7 | (1.2–6.6) | 2.6 | (1.5–5.8) | 0.69 |
Fibrosis markers | |||||||
ATX (mg/L) | 0.97 | (0.79–1.11) | 1.00 | (0.82–1.13) | 0.78 | (0.66–0.98) | 0.005 |
M2BPGi (COI) | 0.82 | (0.49–1.33) | 0.81 | (0.47–1.31) | 0.89 | (0.54–1.62) | 0.42 |
fibrosis index based on four factors index | 1.64 | (1.21–2.31) | 1.75 | (1.29–2.39) | 1.19 | (0.93–1.63) | 0.004 |
aspartate aminotransferase-to-platelet ratio index | 0.82 | (0.47–0.98) | 0.71 | (0.47–0.98) | 0.82 | (0.57–1.00) | 0.41 |
Histopathological findings | |||||||
Nakanuma’s stage42 1/2/3/4 | 10/73/27/18 | 10/61/24/13 | 0/12/3/5 | 0.44 | |||
Scheuer’s stage43 I/II/II/IV | 84/18/15/11 | 73/15/13/7 | 11/3/2/4 | 0.33 |
Data are expressed as the number (%) or median (first-third quartiles). *Symptoms include variceal bleeding, jaundice, fatigue, and pruritus.
Abbreviations: IQR, interquartile range; AMA-M2, anti-mitochondrial antibody specific for the pyruvate dehydrogenase complex-E2 component; ATX, autotaxin; M2BPGi, Wisteria floribunda agglutinin-positive Mac-2 binding protein; COI, cutoff index.
ATX values and autoantibodies
We compared ATX levels with such disease-specific autoantibodies as AMA-M2 positivity, ANA positivity, gp210 positivity, and NUP62 levels. Median ATX levels were not statistically significant between the positive and negative groups of AMA-M2 (0.97 vs. 0.94 mg/L, P = 0.898), ANA (0.98 vs. 0.96 mg/L, P = 0.346), or gp210 (0.97 vs. 0.97 mg/L, P = 0.982), nor were they correlated with median NUP62 titer (r = 0.00, P = 0.985) (Supplementary Table 1).
ATX values in PBC
The ATX levels of patients with PBC (median: 0.97 mg/L) were significantly higher than those of controls (median: 0.76 mg/L) (P < 0.0001) (Fig. 1a). ATX values in female patients (median: 1.00 mg/L) were significantly higher than those in female controls (median: 0.82 mg/L) (P < 0.001)36 as well as in male patients (median: 0.78 mg/L) (P = 0.005). ATX values in male patients (median: 0.78 mg/L) were significantly higher than those in male controls (median: 0.76 mg/L) (P = 0.011) (Fig. 1b).
Association between ATX values and disease stage according to Nakanuma’s classification
The median ATX values for Nakanuma’s classification stage 1, 2, 3, and 4 were 0.80, 0.87, 1.03, and 1.70 mg/L, respectively, in overall patients42. Significant correlations between ATX values and disease progression defined by Nakanuma’s classification were found in overall, female, and male patient groups (overall: r = 0.53, P < 0.0001; female: r = 0.54, P < 0.0001; and male: r = 0.71, P < 0.01) (Fig. 1c–e).
Association between ATX values and disease stage according to Scheuer’s classification
We compared ATX values with Scheuer’s classification grading to confirm the above associations between ATX and disease stage43. The median ATX values for Scheuer’s classification stage I, II, III, and IV were 0.89, 0.86, 1.19, and 1.60 mg/L, respectively, in overall patients. We also observed significant correlations between ATX values and disease progression defined by Scheuer’s classification in overall, female, and male patient groups (overall: r = 0.43, P < 0.0001; female: r = 0.41, P < 0.00001; and male: r = 0.68, P < 0.01) (Fig. 1f–h).
Correlation of ATX with other clinical and non-invasive fibrosis markers
The correlation coefficients between ATX and other clinical markers (ALP, GGTP, ALT, IgM, and NUP62) are listed in Supplementary Table 1. No significant associations between ATX and ALP, ALT, IgM, or NUP62 were found in overall patients, although weak significant correlations were detected in females. The correlations between ATX and the other tested non-invasive fibrosis markers (M2BPGi, FIB-4, and APRI) are presented in Fig. 2 and Supplementary Table 1. Moderate but statistically significant associations were observed between ATX and virtually all of the markers both overall and according to gender, apart from FIB-4 and APRI in males (Fig. 2a–i).
Diagnostic ability of ATX and other fibrosis markers for predicting liver cirrhosis
In total, 18 patients were diagnosed as having Nakanuma’s liver cirrhosis stage 4, which included all 11 patients determined as Scheuer’s stage IV. We assessed the diagnostic ability of ATX to determine liver cirrhosis stage according to Nakanuma’s classification using receiver operating characteristic (ROC) analysis. As seen in Supplementary Figure 1 and Table 2, the ROC curves (AUROC) for ATX in diagnosing liver cirrhosis in overall, female, and male patients were all relatively high at 0.925, 0.968, and 0.984, respectively. The ATX results for AUROC, optimal cutoff value, sensitivity, specificity, positive predictive value, and negative predictive value in relation to liver cirrhosis stage are summarized in Table 2. ATX had the highest or near highest discrimination for liver cirrhosis stage, and significant differences were observed between the AUROC of ATX and those of FIB-4 index and APRI in female patients (P = 0.042 and P = 0.019, respectively).
Table 2.
Cutoff | AUROC | Sensitivity (%) | Specificity (%) | Positive predictive value (%) |
Negative predictive value (%) |
|
---|---|---|---|---|---|---|
Overall | 1.13 | 0.925 | 89 | 89 | 55 | 98 |
Female | 1.19 | 0.968 | 85 | 89 | 52 | 98 |
Male | 1.06 | 0.984 | 75 | 94 | 75 | 94 |
Abbreviations: ATX, autotaxin; AUROC, area under the receiver operating characteristic curve.
Longitudinal study evaluating the clinical features of ATX
Clinical features of ATX in patients with PBC over 12 months of UDCA treatment
All 128 patients with PBC in this study commenced oral UDCA therapy at a daily median dose of 600 mg/day (ranging from 300 mg/day to 900 mg/day). The percentage of patients who met the Paris criteria18, Barcelona criteria44, Toronto criteria45, and Ehime criteria46 were 91.3%, 47.6%, 84.6%, and 80.6%, respectively. Unlike M2BPGi, ALP, GGTP, T-bilirubin, AST, and ALT (Fig. 3b–g), ATX did not decrease remarkably (Fig. 3a) during the 12-month UDCA treatment course.
Clinical features of ATX in long-term follow-up patients with PBC
The clinical characteristics of 29 patients (27 female and 2 male) in an independent second cohort, who had been seen regularly at our hospital for more than 18 years and had provided periodic serum samples, are summarized in Table 3. All patients were initially administered UDCA therapy. ATX levels were measured at the final follow-up and every 3 years prior in 21 survivors and 8 patients who eventually succumbed to disease-related death. There were no significant differences between the survivor and mortality groups for several clinical markers at PBC diagnosis. However, ATX slowly, but significantly increased during longitudinal follow-up, with a median increase rate of 0.03 mg/L/year (P < 0.00001) (Fig. 4a). At 18, 15, 12, 9, and 6 years before the final follow-up, there were no significant differences in ATX levels between survivors and disease-related death patients. However, ATX was significantly increased in the mortality group at 3 years before and at the final follow-up (P < 0.01). Longitudinal analysis of patient ATX values over 18 years revealed a significant difference in the ATX increase rates of survivors (0.02 mg/L/year) and patients with disease-related death (0.05 mg/L/year) (P < 0.01) (Fig. 4b).
Table 3.
Baseline characteristic | Overall (n = 29) | Survivor (n = 21) | Death (n = 8) | Survivor vs. death | |||
---|---|---|---|---|---|---|---|
Median | IQR | Median | IQR | Median | IQR | P value | |
Age (years) | 55 | (45–61) | 55 | (46–61) | 56 | (44–63) | 0.83 |
Female/Male | 27/2 | 19/2 | 8/0 | 0.37 | |||
Laboratory data | |||||||
alkaline phosphatase (U/L) | 413 | (314–635) | 405 | (314–635) | 500 | (310–644) | 0.78 |
gamma-glutamyl transpeptidase (U/L) | 97 | (53–210) | 100 | (72–267) | 46 | (28–170) | 0.10 |
alanine aminotransferase (U/L) | 35 | (30–52) | 36 | (30–52) | 33 | (29–55) | 0.64 |
aspartate aminotransferase (U/L) | 42 | (32–54) | 41 | (35–54) | 48 | (31–58) | 0.68 |
total bilirubin (mg/dL) | 0.81 | (0.60–0.81) | 0.87 | (0.60–0.94) | 0.75 | (0.59–1.06) | 0.87 |
albumin (g/dL) | 4.0 | (3.8–4.3) | 4.1 | (3.9–4.3) | 3.7 | (3.5–4.4) | 0.23 |
platelet count (x104/µL) | 19.1 | (16.3–22.6) | 18.8 | (16.4–22.6) | 19.4 | (10.1–22.7) | 0.74 |
immunoglobulin M (mg/dL) | 312 | (176–614) | 355 | (234–614) | 180 | (120–595) | 0.20 |
immunoglobulin G (mg/dL) | 1,576 | (1,306–1,878) | 1,576 | (1,306–1,807) | 1,816 | (1,209–2,325) | 0.45 |
AMA-M2 positive (%) | 24 (83%) | 18 (86%) | 6 (75%) | 0.49 | |||
anti-nuclear antibody positive (%) (x80) | 23 (79%) | 16 (71%) | 8 (100%) | 0.09 | |||
Fibrosis markers | |||||||
ATX (mg/L) | 0.93 | (0.86–1.07) | 0.91 | (0.79–1.29) | 1.11 | (1.02–1.17) | 0.06 |
fibrosis index based on four factors index | 1.91 | (1.73–2.48) | 1.86 | (1.73–2.45) | 2.41 | (1.58–5.96) | 0.29 |
aspartate aminotransferase-to-platelet ratio index | 0.77 | (0.61–1.03) | 0.77 | (0.68–1.00) | 0.86 | (0.50–2.98) | 0.74 |
Initial treatment | |||||||
ursodeoxycholic acid 300/600/900 | 6/22/1 | 5/15/1 | 1/7/0 | 0.63 |
Data are expressed as the number (%) or median (first-third quartiles).
Abbreviations: IQR, interquartile range; AMA-M2, anti-mitochondrial antibody specific for the pyruvate dehydrogenase complex-E2 component; ATX, autotaxin.
Discussion
This study demonstrated a clear association of ATX with disease progression in patients with PBC. Moreover, ATX results were validated by biopsy-proven histological assessment in all cases and were well correlated with other established non-invasive fibrosis markers, indicating ATX to be a reliable clinical surrogate marker to predict disease progression in patients with PBC. To validate the association of ATX with disease progression, we analyzed disease stage according to two classification systems42,43. ATX showed the highest resolution between non-cirrhotic stage and cirrhotic stage in these histologically proven classifications, which strongly supported a previous clinical report41. Indeed, another study described ATX as a prognostic factor for overall survival in patients with cirrhosis37, suggesting an important role of ATX in the progression of chronic liver diseases. As advanced histological stage is associated with a worse prognosis in PBC patients, it is important for clinicians to know clinical stage non-invasively when deciding appropriate therapies.
ATX values differed between female and male patients with PBC, which was consistent with earlier reports in healthy controls36,47 and in case studies32,36,47,48. Specifically, ATX levels were higher in females, which highlighted a need to establish gender-specific benchmarks. As the gender differences in PBC were similar to those reported in earlier viral infection studies on HCV36 and HBV48, clinicians should consider ATX-related gender differences regardless of etiology in the clinical setting. In fact, using ATX to assess PBC disease stage may prove to be advantageous since the majority of patients with PBC are female. Tokumura et al. observed increased serum ATX in normal pregnant women during the third trimester of pregnancy and elevated ATX in females with threatened preterm delivery29. Additional study is required to clarify the reason behind these gender discrepancies.
The prognosis of patients with PBC has improved greatly over the past two decades thanks to earlier diagnosis and the widespread use of UDCA. In support of this, most patients in our cohort were asymptomatic when diagnosed. UDCA therapy delays the progression to end-stage liver disease, enhances survival, and is well tolerated18. Patients treated with UDCA at a mild disease stage who achieve a biochemical response have a better prognosis than those with more advanced disease or who do not respond to the drug. In this regard, the extent of the biochemical response to UDCA during the first year of therapy is a simple and useful marker of long-term prognosis18. We examined the biochemical changes of several liver enzymes, including ALP and GGTP, and confirmed a significant biochemical response in patients at 12 months of UDCA therapy, although ATX levels did not decrease remarkably. Moreover, ATX slowly but significantly increased in longitudinal follow-up patients, which supported a previous study whereby ATX activity was higher in patients with a longer disease duration41. These findings may indicate that PBC-related fibrosis can slowly progress even with a biochemical response to UDCA. Obeticholic acid might be an alternative to UDCA but is not widely available, is unapproved in Japan, and has not been demonstrated to improve survival or disease-related symptoms49. Thus, other agents are needed to halt disease progression in PBC.
In terms of disease progression estimation markers, we compared ATX levels with autoantibodies such as gp-21019 and NUP6250 that have been reportedly associated with PBC disease progression. No statistically significant differences were found between ATX and these autoantibodies, specifically at the time of diagnosis. This result was supported in the longitudinal study whereby ATX did not differ at diagnosis, but was significantly increased in the mortality group at 3 years before and at the final follow-up (Fig. 4b). Therefore, clinicians may use ATX as a disease progression marker to estimate patient outcome together with established disease markers for better clinical decisions.
ATX is currently the only marker identified to correlate with the severity of cholestatic pruritus49. However, the vast majority of our patients showed no symptoms when diagnosed. We compared ATX levels at diagnosis in asymptomatic and symptomatic patients and observed that the latter group showed significantly higher ATX values (Fig. 3h) despite M2BPGi levels not differing between the groups (Fig. 3i). This indicates that ATX has pleiotropic functions in addition to its role in liver fibrosis; indeed, Nakamura et al. reported that serum levels of ATX became significantly decreased after radical prostatectomy47. It was recently described that ATX levels decreased significantly from baseline in a 10 mg obeticholic acid-treated group, although no correlation was observed between ATX activity and patient-reported measures of pruritus severity49. It was also revealed that ATX levels normalized or partially normalized under HCV treatment51,52 and that ATX was related to HCV infection and replication53. Our data showed moderate but significant associations of ATX with several laboratory parameters, including ALP, ALT, and IgM. These findings indicated that ATX levels were correlated with not only liver fibrosis, but also inflammation.
The present investigation has several limitations. It was retrospective and single-center in nature. The sample size was limited because we selected treatment-naïve patients to eliminate possible confounding factors on histology, such as a UDCA therapy. Liver biopsy for evaluating the degree of liver fibrosis was prone to sampling error. We also cannot exclude the possibility that ATX levels may have been underestimated since biopsy is sometimes contraindicated in cirrhotic stage patients due to a bleeding tendency or risk. A longer longitudinal investigation of patients with PBC with respect to ATX and clinical features, including long-term prognosis and complicating HCC, is warranted.
In conclusion, our findings show that serum ATX level represents an accurate, non-invasive biomarker for estimating disease progression in patients with PBC.
Materials and Methods
Patients and Methods
A total of 342 patients who were diagnosed as having PBC at Shinshu University Hospital between 1981 and 2016 were initially recruited for this study. As mentioned in several guidelines wherein histological assessment was not necessary to diagnose PBC13–15, 175 patients were diagnosed without histological assessment and/or sufficient serum or laboratory data and excluded. Thirty-nine patients had already received treatment with UDCA at the time of liver biopsy. Ultimately, 128 treatment-naïve patients with PBC were enrolled for a case-control study to identify associations of ATX with disease stage. The diagnosis of PBC was based on criteria from the Japan Society of Hepatology15. Serum AMA specific for the pyruvate dehydrogenase complex-E2 component (AMA-M2) was measured by the enzyme-linked immunosorbent assay, for which >7.0 U/mL was considered a positive result. No patient had a history of organ transplantation or concurrent use of immunomodulatory drugs or corticosteroids, and none were coinfected with the hepatitis C virus (HCV) or hepatitis B virus (HBV) or exhibited evidence of alcoholic liver disease or non-alcoholic fatty liver disease. The subjects were followed at regular intervals throughout the median observation period of 6.0 years (range: 1.0–33.0 years).
A separate additional 29 patients with PBC (8 eventually succumbing to disease-related death and 21 surviving) who had been treated with UDCA for at least 18 years and whose serum was cryogenically stored were recruited for a longitudinal study to uncover the clinical features of ATX over time during UDCA therapy.
One hundred and sixty subjects (80 male and 80 female) whose liver function tests were within normal levels were also enrolled as healthy controls36.
This investigation was reviewed and approved by the Institutional Review Board of Shinshu University School of Medicine (Matsumoto, Japan) (approval number: 3244). Written informed consent was obtained from all participating subjects. This study was conducted in accordance with the principles of the 1975 Declaration of Helsinki as revised in 1983.
Detection of serum ATX
Blood samples were obtained and immediately stored at −20 °C until testing. Serum ATX antigen concentrations were simultaneously measured using cryogenically stored serum samples by a specific two-site enzyme immunoassay with an AIA-2000 system (Tosoh Co., Tokyo, Japan) as described previously47.
Detection of gp210 and NUP62 autoantibodies
Serum antibody titers to gp210 were determined using an ELISA kit (INOVA Diagnostics, San Diego, CA, USA), whereby a value of ≥25 U was interpreted as a positive finding according to the manufacturer’s protocol and instructions. Serum antibody levels to NUP62 were also measured using an ELISA kit (LSBio, Seattle, WA, USA), in which detection levels ranged from 0.313 to 20 ng/mL according to the manufacturer.
Fibrosis markers
The recently established M2BPGi fibrosis marker was quantified as described previously17,24,25. FIB-4 and APRI index were calculated as reported previously28,54.
Histological evaluation
Liver biopsies were performed on all patients by percutaneous sampling of the right lobe with a 14-gauge needle as reported previously55. All liver biopsy samples were independently evaluated by two investigators who were blinded to the clinical results. Disease stage was determined according to Nakanuma’s classification42 and Scheuer’s classification43 systems.
Statistical analysis
Statistical analysis and data visualization were carried out using StatFlex version 6.0 software (Artech Co., Ltd., Osaka, Japan). Data are presented as the median ± interquartile range for continuous variables. Groups were compared by means of the chi-square test for categorical variables. Correlations between fibrosis stage and serum ATX values were analyzed using Spearman’s rank test. Diagnostic accuracy was evaluated using the area under the AUROC. Cutoff values were identified by the Youden index, with the nearest clinically applicable value to the cutoff being considered as the optimal cutoff value for clinical convenience. All statistical tests were two-sided and evaluated at the 0.05 level of significance.
Electronic supplementary material
Acknowledgements
The authors thank Trevor Ralph for his English editorial assistance. We sincerely appreciate the research support provided in part by a Grant-in-Aid for Young Scientists (16K21069), Grant-in-Aid for Scientific Research from the Ministry of Education, Science, Sports, and Culture of Japan (17K09416), and the Promotion Project of Education, Research, and Medical Care from Shinshu University Hospital.
Author Contributions
S.J., T.U. and E.T. conceived and designed the experiments. Y.U. performed the experiments. S.J., T.U. and Y.Y. analyzed the data. S.J., T.U., Y.Y., G.N., A.S., T.Y., N.F., T.K., A.M., K.I., K.Y., M.O. and E.T. contributed reagents/materials/analysis tools. S.J., T.U. and E.T. wrote the paper.
Competing Interests
Koji Igarashi and Gary L. Norman are employees of TOSOH Corporation and Inova Diagnostics, respectively. The remaining authors declare that they have nothing to disclose regarding funding from industries or other conflicts of interest with respect to this manuscript.
Footnotes
Electronic supplementary material
Supplementary information accompanies this paper at 10.1038/s41598-018-26531-0.
Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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