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1. Introduction
Acute-on-chronic liver failure (ACLF) is a syndrome characterized by acute decompensation of chronic liver disease and organ/system failure(s), resulting in a high short-term mortality rate [1]. In China, hepatitis B virus-related ACLF (HBV-ACLF) is the most common type of liver failure due to the high incidence of hepatitis B virus infection [2]. It has been shown that the patients with HBV-ACLF have a significantly higher short-term mortality as compared with those with non-HBV- ACLF [3]. The 90-day mortality of HBV-ACLF is reportedly up to 50% to 70% [3, 4].
Although liver transplantation (LT) is considered the only curative therapy for HBV-ACLF [5], however, it is limited by organ shortage for transplantation. In addition to AL, other treatment options for HBV-ACLF include nucleos(t)ide analogues [6], immunomodulatory therapy [7], artificial liver support systems (ALSs) [8], and stem cell therapy [9–11]. The various ALSs, such as conventional dialysis, charcoal hemoperfusion, high-volume plasma exchange (PE), bioartificial livers, extracorporeal liver assist device, and extracorporeal organ perfusion [12] are mainly used as a bridge to LT by eliminating the toxins in the blood of liver failure patients [13].
With the advance of cell therapy, mesenchymal stem cell (MSC) transplantation has been adopted for the treatment of HBV-ACLF. Accumulating evidence has demonstrated that transplantation of bone marrow-derived MSCs [9] or umbilical cord-derived MSCs (UC-MSCs) [11, 14] significantly improves the hepatic function and survival rate in patients with HBV-ACLF.
Although PE therapy and MSC transplantation have been shown to improve the hepatic function as well as the short-term and long-term prognoses of patients with HBV-ACLF, however, there remains a large proportion of patients poorly responsive to these therapies [11, 14–16]. Therefore, it was proposed that PE therapy prior to MSC transplantation might further improve the therapeutic efficacy. However, the studies on the therapeutic efficacy of the combination of PE therapy and MSC transplantation are still extremely rare. Therefore, this study aimed at investigating the safety and efficacy of the combination treatment of PE treatment and UC-MSC transplantation in patients with HBV-ACLF.
2. Methods
2.1. Patients
This was a prospective clinical trial registered in ClinicalTrials.gov (registration no NCT01724398). A total of 110 HBV-ACLF patients treated in our hospital from January 2012 to September 2017 were enrolled. The inclusion criteria were as follows: (1) aged 19 to 64 years; (2) positive for hepatitis B virus surface antigen (HBsAg) for longer than six months; (3) coagulation disorders (international normalized ratio (INR) > 1.5 or prothrombin activity < 40%); and (4) severe jaundice (serum total bilirubin (TBIL) ≥ 10 × upper limit of normal (ULN)). The exclusion criteria were as follows: (1) combined with other hepatitis virus infection; (2) combined with autoimmune disease; (3) with a history of alcohol abuse or the use of hepatotoxic drugs in the past 6 months; (4) combined with heart and lung failure; (5) with a malignant tumor; (6) pregnant women or lactating women; and (7) imaging examinations indicating intrahepatic nodular space-occupying lesions. The consort diagram and flow chart of analysis is shown in Figure 1. This study was approved by the institutional review board (IRB) of the Third Affiliated Hospital of Sun Yat-sen University. All patients voluntarily signed an informed consent form approved by the IRB before participation.
[figure omitted; refer to PDF]2.2. Isolation and Culture of UC-MSCs
The isolation and culture of UC-MSCs were performed according to Good Manufacturing Practice (GMP) grade protocols in our GMP laboratory. After obtaining an informed consent from the donor parents, the umbilical cords were freshly harvested from full-term births at our hospital and placed in sterile containers. The arteries and veins were stripped, and the remaining tissue was immersed in PBS to wash out the remaining blood. The tissues were cut into small fragments and plated in a 50 mL tube and washed with PBS, followed by centrifuged at 200×
2.3. Treatments
The 110 enrolled patients were randomly divided into the following four groups: Control group (
For UC-MSC transplantation, passage 4-6 UC-MSCs (105 cells/kg) were resuspended in 100 mL of saline and transplanted by intravenous injection. The whole process of transplantation was about 30 minutes.
PE was performed by application of a double-filtration technique with a membrane plasmapheresis apparatus (Plasauto iQ21; Asahi Kasei Medical, Tokyo, Japan) with a plasma separator Plasmaflo OP-08 W (Asahi Kasei Medical), extracorporeal blood circuit PE-21C (Asahi Kasei Medical), and dual lumen dialysis catheter 11.5Fr (Lily Medical Technology Co., Ltd., Guangdong, China) according to the manufacturer’s protocol. The total volume of plasma replacement was 2000 mL of fresh frozen plasma (FFP), with a blood flow of 100 mL/min and a plasma exchange rate of 25 mL/hour. The duration of each PE treatment was about 2 hours. Before and after PE treatment, patients routinely received 10 mL of 10% calcium gluconate as the antiallergic treatment.
2.4. Data Collection
Patients’ demographic data and clinical characteristics were recorded. Clinical characteristics including regular blood testing, markers of hepatic function, and coagulation and virological and immunological markers were assessed at baseline and 30, 60, 90, 180, and 360 days. Complications (peritonitis, pneumonia, enteritis, gastrointestinal bleeding, hepatic encephalopathy, and hepatorenal syndrome) and treatment-related complications (fever, allergic reaction, and bleeding at the catheter insertion site) were also recorded. The MELD (model for end-stage liver disease) score was calculated using the following formula:
2.5. Statistical Analysis
Continuous data were indicated with the mean ± SD while categorical data were reported with number and percentage (%). Two-way mixed-designed ANOVA was used to compare the means among the four groups and across time for repeated measurements. Fisher’s LSD was used as a post hoc test. If normality was not assumed, nonparametric tests including the Kruskal-Wallis test, Friedman test, and Mann-Whitney test would be used. Categorical results were compared by a chi-square test or Fisher’s exact test (if expected
3. Results
3.1. Patient’s Characteristics at Baseline
A total of 110 patients with HBV-ACLF were included in this study, including 104 (94.55%) males and 6 (5.45%) females. The mean age was 42.14 ± 10.65. According to the treatments, patients were divided into four groups: control (
Table 1
Patient’s characteristics and baseline clinical features.
| Parameters | Control |
UC-MSC |
PE |
PE + UC-MSC |
|
|---|---|---|---|---|---|
| Sex | |||||
| Male | 28 (93.33) | 29 (96.67) | 27 (90.00) | 20 (100.00) | 0.308 |
| Female | 2 (6.67) | 1 (3.33) | 3 (10.00) | 0 (0.00) | |
| Age, year | 44.97 ± 11.83 | 40.67 ± 9.89 | 40.87 ± 12.17 | 42.00 ± 6.55 | 0.407 |
| Complications | 19 (63.33) | 16 (53.33) | 21 (70.00) | 11 (55.00) | 0.542 |
| Peritonitis | 15 (50.00) | 12 (40.00) | 14 (46.67) | 9 (45.00) | 0.889 |
| Pneumonia | 1 (3.33) | 6 (20.00) | 2 (6.67) | 3 (15.00) | 0.144 |
| Enteritis | 2 (6.67) | 3 (10.00) | 3 (10.00) | 2 (10.00) | 0.958 |
| Gastrointestinal bleeding | 3 (10.00) | 0 (0.00) | 0 (0.00) | 0 (0.00) | 0.046 |
| Hepatic encephalopathy | 11 (36.67) | 4 (13.33) | 8 (26.67) | 5 (25.00) | 0.210 |
| Hepatorenal syndrome | 2 (6.67) | 0 (0.00) | 0 (0.00) | 2 (10.00) | 0.083 |
| WBC, 109/L | 7.75 ± 3.20 | 5.87 ± 2.22 | 7.34 ± 3.13 | 7.88 ± 3.46 | 0.075 |
| N% | 67.94 ± 11.83 | 59.64 ± 12.21 | 61.21 ± 12.80 | 64.07 ± 10.12 | 0.042 |
| RBC, 1012/L | 3.55 ± 0.59 | 3.35 ± 0.70 | 3.62 ± 0.97 | 3.82 ± 0.74 | 0.268 |
| Hemoglobin, g/L | 113.47 ± 18.28 | 107.63 ± 20.34 | 113.63 ± 23.80 | 113.90 ± 18.65 | 0.614 |
| Platelet, 109/L | 109.33 ± 66.76 | 100.53 ± 52.89 | 90.93 ± 41.98 | 122.80 ± 97.38 | 0.306 |
| AST, U/L | 260.10 ± 236.92 | 245.10 ± 385.06 | 205.13 ± 213.37 | 199.65 ± 188.63 | 0.139 |
| ALT, U/L | 373.50 ± 492.01 | 289.30 ± 594.25 | 234.57 ± 238.56 | 168.45 ± 149.75 | 0.067 |
| Albumin, g/L | 32.72 ± 3.76 | 34.57 ± 4.24 | 35.44 ± 3.79 | 35.60 ± 4.70 | 0.023 |
| Cholinesterase, U/L | 3548.40 ± 1786.64 | 3684.93 ± 1365.60 | 4068.77 ± 1070.67 | 4075.80 ± 1136.24 | 0.245 |
| TBIL, μmol/L | 468.44 ± 139.43 | 455.78 ± 117.61 | 501.81 ± 135.53 | 542.86 ± 149.65 | 0.138 |
| Creatinine, μmol/L | 85.04 ± 44.69 | 66.07 ± 18.62 | 76.65 ± 24.80 | 79.37 ± 36.90 | 0.096 |
| Prothrombin time, sec. | 28.99 ± 8.49 | 29.53 ± 6.72 | 32.33 ± 8.00 | 27.42 ± 4.32 | 0.097 |
| Prothrombin activity, % | 30.13 ± 7.26 | 27.57 ± 6.95 | 26.27 ± 7.48 | 31.40 ± 8.86 | 0.096 |
| INR | 2.82 ± 1.17 | 2.80 ± 0.83 | 3.22 ± 1.06 | 2.59 ± 0.54 | 0.128 |
| MELD score | 28.73 ± 4.91 | 26.73 ± 4.17 | 29.83 ± 4.93 | 28.10 ± 4.67 | 0.092 |
| Treatment-related complications | |||||
| Fever | 0.528 | ||||
| 1 episode | — | 8 (26.67) | — | 5 (25.00) | |
| 2 episodes | — | 1 (3.33) | — | 1 (5.00) | |
| 3 episodes | — | 2 (6.67) | — | 0 | |
| Allergic reaction | 0.537 | ||||
| 1 episode | — | — | 7 (23.33) | 6 (30.00) | |
| 2 episodes | — | — | 1 (3.33) | 0 | |
| Bleeding at the catheter insertion site | — | — | 4 (13.33) | 1 (5.00) | 0.636 |
UC-MSC, umbilical cord-derived mesenchymal stem cells; PE, plasma exchange; WBC, white blood cells; RBC, red blood cells; AST, aspartate aminotransferase; ALT, alanine transaminase; TBIL, total bilirubin; INR, international normalized ratio; MELD, model for end-stage liver disease.
3.2. Therapeutic Outcomes
To evaluate the therapeutic efficacy, the unfavorable outcomes and survival rates were compared among the four groups. It was found that even though the PE + UC-MSC group had the lowest rates of unfavorable outcome (death and need for liver transplantation) at 30 days, 60 days, 90 days, 180 days, and 360 days posttreatment, however, there was no significance in both unfavorable outcome and survival rates among the four groups (all
Table 2
Unfavorable outcome and survival rate.
| Parameters | Control | UC-MSC | PE | PE + UC-MSC | All | |
|---|---|---|---|---|---|---|
| ( |
( |
( |
( |
( | ||
| Unfavorable outcome | ||||||
| 30 days | 12 (40.00) | 5 (16.67) | 7 (23.33) | 2 (10.00) | 26 (23.64) | 0.063 |
| 60 days | 16 (53.33) | 16 (53.33) | 12 (40.00) | 5 (25.00) | 49 (44.55) | 0.145 |
| 90 days | 16 (53.33) | 18 (60.00) | 16 (53.33) | 7 (35.00) | 57 (51.82) | 0.368 |
| 180 days | 18 (60.00) | 19 (63.33) | 17 (56.67) | 9 (45.00) | 63 (57.27) | 0.622 |
| 360 days | 18 (60.00) | 19 (63.33) | 18 (60.00) | 10 (50.00) | 65 (59.09) | 0.821 |
| Survival rate | ||||||
| 30 days | 19 (63.33) | 26 (86.67) | 24 (80.00) | 18 (90.00) | 87 (79.09) | 0.079 |
| 60 days | 15 (50.00) | 16 (53.33) | 20 (66.67) | 15 (75.00) | 66 (60.00) | 0.228 |
| 90 days | 15 (50.00) | 15 (50.00) | 17 (56.67) | 13 (65.00) | 60 (54.55) | 0.693 |
| 180 days | 13 (43.33) | 14 (46.67) | 17 (56.67) | 11 (55.00) | 55 (50.00) | 0.705 |
| 360 days | 13 (43.33) | 14 (46.67) | 16 (53.33) | 10 (50.00) | 53 (48.18) | 0.883 |
UC-MSC, umbilical cord-derived mesenchymal stem cells; PE, plasma exchange.
[figures omitted; refer to PDF]
3.3. Independent Variables Associated with Unfavorable Outcomes
The independent variables associated with unfavorable outcomes were analyzed by logistic regression after modeling and adjusting covariates by GEE models. Variables with significance in the univariate analysis were included in the multivariate model. However, treatment variables (UC-MSC and PE) were included in the multivariate model because of the researcher’s interest. The variables with significance in both univariate and multivariate analyses would be considered independent variables associated with unfavorable outcomes. As indicated in Table 3, complications, WBC, N%, hemoglobin, aspartate aminotransferase (AST), TBIL, creatinine, prothrombin activity, INR, and MELD score were significant variables in the univariate analysis (all
Table 3
Independent variables associated with unfavorable outcomes with logistic regression after modeling and adjusting covariates by GEE models.
| Univariate | Multivariate | |||
|---|---|---|---|---|
| Parameters | OR (95% CI) | OR (95% CI) | ||
| UC-MSC treated | ||||
| No | ref | — | ref | — |
| Yes | 0.73 (0.43-1.22) | 0.2291 | 0.88 (0.49-1.56) | 0.653 |
| PE treated | ||||
| No | ref | — | ref | — |
| Yes | 0.82 (0.49-1.38) | 0.4631 | 0.64 (0.36-1.13) | 0.124 |
| Age, year | 1.03 (1.00-1.06) | 0.050 | 1.02 (0.99-1.06) | 0.179 |
| Sex | ||||
| Male | ref | — | ||
| Female | 0.86 (0.22-3.42) | 0.828 | ||
| Complications | ||||
| No | ref | — | ref | — |
| Yes | 2.18 (1.25-3.81) | 0.006 | 1.09 (0.59-2.02) | 0.776 |
| WBC, 109/L | 1.16 (1.07-1.27) | <0.001 | 1.03 (0.89-1.19) | 0.663 |
| N% | 1.05 (1.02-1.08) | <0.001 | 1.02 (0.99-1.06) | 0.200 |
| RBC, 1012/L | 1.02 (0.99-1.06) | 0.225 | ||
| Hemoglobin, g/L | 0.98 (0.97-0.99) | <0.001 | 0.98 (0.97-1.00) | 0.035 |
| Platelet, 109/L | 1.00 (0.99-1.00) | 0.279 | ||
| AST, U/L | 1.00 (1.00-1.00) | 0.033 | 1.00 (1.00-1.00) | 0.097 |
| ALT, U/L | 1.00 (1.00-1.00) | 0.219 | ||
| Albumin, g/L | 1.00 (1.00-1.01) | 0.173 | ||
| Cholinesterase, U/L | 1.00 (1.00-1.00) | 0.367 | ||
| TBIL, μmol/L | 1.00 (1.00-1.01) | <0.0012 | ||
| Creatinine, μmol/L | 1.01 (1.01-1.02) | 0.0012 | ||
| Prothrombin time, sec. | 1.06 (0.97-1.16) | 0.172 | ||
| Prothrombin activity, % | 0.88 (0.84-0.91) | <0.001 | 0.93 (0.87-0.98) | 0.010 |
| INR | 2.24 (1.49-3.38) | <0.0012 | ||
| MELD score | 1.23 (1.16-1.31) | <0.001 | 1.12 (1.03-1.22) | 0.008 |
1Patients being treated with UC-MSC or/and PE would be entered into a multivariate model even if it was not significant in univariate results. 2TBIL, creatinine, and INR would not be included in the multivariate model because the MELD score was calculated by these three indexes to prevent multicollinearity. UC-MSC, umbilical cord-derived mesenchymal stem cells; PE, plasma exchange; WBC, white blood cells; RBC, red blood cells; AST, aspartate aminotransferase; ALT, alanine transaminase; TBIL, total bilirubin; INR, international normalized ratio; MELD, model for end-stage liver disease.
3.4. Hepatic Function
Next, we attempted to investigate if the treatments improve the hepatic function. Supplementary Tables S1 to S4 indicate the changes of the biochemical markers from baseline to month 3 among the four groups. In mix-designed two-way ANOVA analysis, the significant differences across time were found in WBC, N%, hemoglobin, platelet, AST, alanine transaminase (ALT), TBIL, and MELD score (all
[figures omitted; refer to PDF]
The changes of biochemical markers before and after each PE treatment were further analyzed in the PE and PE + UC-MSC groups. As shown in Supplementary Tables S5 and S6, except for WBC, hemoglobin, albumin, and creatinine, all the other biochemical markers significantly differed before and after each PE treatment in both groups (all
[figures omitted; refer to PDF]
4. Discussion
In this study, we investigated the safety and efficacy of the combination of PE treatment and UC-MSC transplantation in patients with HBV-ACLF. The results showed that the PE + UC-MSC group mainly had the lowest rates of death and unfavorable outcome at 30 days, 60 days, and 90 days posttreatment among the four groups, but the difference did not reach significances. Kaplan-Meier survival analysis also demonstrated the similar trends. The multivariate logistic regression analysis demonstrated that hemoglobin, prothrombin activity, and MELD score were the independent factors associated with the unfavorable outcome. The mix-designed two-way ANOVA analysis revealed that the levels of AST, ALT, TBIL, and MELD score were significantly decreased across time. In addition, after each PE treatment, the levels of AST, ALT, and MELD score were significantly reduced and the prothrombin activity was significantly elevated in the PE and PE + UC-MSC groups as compared with those before PE treatment. Taken together, our results suggested that UC-MSC treatment combined with PE treatment has good safety for patients with HBV-ACLF; however, it cannot significantly improve the short-term prognosis as compared with the single treatment.
Our previous trial found that transplantation of bone marrow-derived MSCs weekly for 4 weeks at the dose of 105-106 cells/kg for HBV ACLF significantly increases the 24-week survival rate by improving liver function and decreasing the incidence of severe infections [9]. Therefore, in this trial, we used the dose of 105 cells/kg for UC-MSC transplantation. The studies on the therapeutic efficacy of the combination of PE therapy and MSC transplantation for HBV-ACLF are rare. Recently, Li et al. have conducted a prospective study to investigate the efficacy of UC-MSC transplantation combined with PE therapy for the patients with HBV-ACLF [11]. Their results showed that the PE + UC-MSC group (
In this study, a decreasing trend in the levels of AST, ALT, TBIL, and MELD score could be observed during the treatment course (from baseline, 30 days, 60 days, and 90 days) in the PE + UC-MSC group. In addition, after each PE treatment, the levels of AST, ALT, and MELD score were significantly reduced and the prothrombin activity level was significantly elevated. These results suggested that combination of PE therapy and MSC transplantation can improve the hepatic function of patients with HBV-ACLF, which is in line with Li et al.’s study [11].
The safety of treatment was evaluated by the treatment-related complications. After UC-MSC transplantation, 11 patients in the UC-MSC group and 6 patients in the PE + UC-MSC group had 16 and 7 fever episodes, respectively. All patients with fever returned to normal body temperature within 24 hours without any treatment. After PE therapy, 8 patients in the PE group and 6 in the PE + UC-MSC group experienced 9 and 6 allergic episodes due to a large amount of plasma exchange, respectively. The allergic reaction was resolved within 2 hours after treating with dexamethasone. Meanwhile, 4 cases in the PE group and 1 in the PE + UC-MSC group had bleeding at the catheter insertion site, which was resolved by compression bandages within 1 hour. Overall, these treatment-related complications were treated appropriately and cured within a short period and did not impact the patient’s life. These observations suggest that UC-MSC transplantation combined with PE therapy has good safety, which is consistent with Li et al.’s study [11].
Several limitations of this study should be pointed out. First, the patients in this study were followed up for only 360 days until now. In addition, the sample size was small. Therefore, a well-designed study with a large sample size and long-term follow-up is necessary to further evaluate the efficacy of the therapeutic efficacy of the combination of PE therapy and MSC transplantation in patients with HBV-ACLF. All these limitations should be addressed in the following study.
5. Conclusions
In summary, our results showed that UC-MSC treatment combined with PE treatment had good safety but cannot significantly improve the short-term prognosis of patients with HBV-ACLF as compared with the single treatment. The long-term efficacy should be further evaluated. Our study is helpful for a better evaluation of the therapeutic efficacy of UC-MSCs combined with PE treatment for HBV-ACLF.
Conflicts of Interest
The authors declare that there are no conflicts of interest.
Authors’ Contributions
Wen-xiong Xu, Hong-liang He, Shu Zhu, Yuan-li Chen, and Mei-ling Zhang performed plasma exchange of the artificial liver. Wen-xiong Xu and Hong-liang He registered the data. Shun-wen Pan conducted the laboratory detection. Yuan-li Chen and Mei-ling Zhang conducted the stem cell transplantation. Zhi-liang Gao, Liang Peng, and Jian-guo Li enrolled the patients. Liang Peng performed the statistical analysis. Wen-xiong Xu wrote the manuscript. Jian-guo Li designed the study and was the supervisor. All authors read and approved the final manuscript.
Glossary
Abbreviations
ACLF:Acute-on-chronic liver failure
HBV-ACLF:Hepatitis B virus-related ACLF
ALSs:Artificial liver support systems
PE:Plasma exchange
MSCs:Mesenchymal stem cells
UC-MSCs:Umbilical cord-derived MSCs
HBsAg:Hepatitis B virus surface antigen
DMEM:Dulbecco’s modified Eagle’s medium
FFP:Fresh frozen plasma
GEE:Generalized estimating equation
AST:Aspartate aminotransferase
OR:Odds ratio.
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Abstract
Background. Hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF) is a common type of liver failure with a high mortality. This study aimed at investigating the safety and efficacy of the combination treatment of plasma exchange (PE) and umbilical cord-derived mesenchymal stem cell (UC-MSCs) transplantation for HBV-ACLF patients. Methods. A total of 110 HBV-ACLF patients treated in our hospital from January 2012 to September 2017 were enrolled into this trial and divided into the control group (
You have requested "on-the-fly" machine translation of selected content from our databases. This functionality is provided solely for your convenience and is in no way intended to replace human translation. Show full disclaimer
Neither ProQuest nor its licensors make any representations or warranties with respect to the translations. The translations are automatically generated "AS IS" and "AS AVAILABLE" and are not retained in our systems. PROQUEST AND ITS LICENSORS SPECIFICALLY DISCLAIM ANY AND ALL EXPRESS OR IMPLIED WARRANTIES, INCLUDING WITHOUT LIMITATION, ANY WARRANTIES FOR AVAILABILITY, ACCURACY, TIMELINESS, COMPLETENESS, NON-INFRINGMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Your use of the translations is subject to all use restrictions contained in your Electronic Products License Agreement and by using the translation functionality you agree to forgo any and all claims against ProQuest or its licensors for your use of the translation functionality and any output derived there from. Hide full disclaimer
Details
; Hong-liang, He 2
; Shun-wen Pan 3
; Yuan-li, Chen 1
; Zhang, Mei-ling 1
; Zhu, Shu 1
; Zhi-liang Gao 1
; Liang, Peng 1
; Jian-guo, Li 1
1 Department of Infectious Diseases, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630 Guangdong, China; Guangdong Key Laboratory of Liver Disease Research, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630 Guangdong, China
2 Department of Infectious Diseases, First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001 Anhui, China
3 Guangdong Key Laboratory of Liver Disease Research, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630 Guangdong, China; Department of Laboratory Medicine, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630 Guangdong, China





