Hepatitis B immunoglobulin prophylaxis for de novo hepatitis B infection in liver transplantation: a 30-year experience
Introduction
In Western countries with a low prevalence of hepatitis B virus (HBV) infection, liver grafts positive for hepatitis B core antibody (HBcAb) have been recognized as marginal. However, core-positive donors are an important organ source in HBV endemic areas despite the risk of occult HBV infection (1-3). Recently, transplantations with HBcAb-positive livers have increased as studies revealed favorable outcomes of de novo HBV infection in those areas (4-6). The growing organ shortage and acceptable outcomes in transplantations involving livers from HBcAb-positive donors have encouraged the use of these extended grafts in clinical practice (7).
Hepatitis B immunoglobulin (HBIG) and antiviral agents have been used to prevent de novo HBV infection following liver transplantation (LT) at various transplant centers. Several studies have demonstrated de novo HBV infection risk with lamivudine monoprophylaxis (8,9). However, some authors reported that de novo HBV prophylaxis with HBIG and lamivudine was effective for preventing de novo infection (10). A recent study in South Korea reported that the overall incidence of de novo HBV infection was 12.5% without anti-HBV prophylaxis and recorded no difference in survival between the HBcAb-positive and -negative groups (11). Lee and Takemura et al. reported that 10,000 IU of HBIG monoprophylaxis prevented de novo infection in all 18 and 17 patients, respectively, who were hepatitis B surface antigen (HBsAg)-negative after receiving core-positive livers (12,13).
However, the American Association for the Study of Liver Diseases and European Association for the Study of the Liver have recommended de novo HBV prophylaxis with nucleoside analog (NA) monotherapy to be adequate for a low rate of de novo HBV infection, given the high cost of HBIG and need for intravenous route of administration (14).
The NA prophylaxis regimen is simple and most effective; however, to maintain the HBsAb titer, HBIG and HBV vaccination are still used in South Korea because of the low cost of medical insurance and ease of use of HBIG. This means that long-term data on low-dose HBIG-only prophylaxis is inadequate. We have administered HBIG-only prophylaxis for decades in recipients who received a core-positive graft.
In this study, in a large number of recipients of core-positive livers who received HBIG vaccination for de novo HBV prophylaxis, we analyzed the long-term outcomes, risk factors of de novo infection, and clinical course of patients with de novo HBV infection.
We present the following article in accordance with the STROBE reporting checklist (available at https://atm.amegroups.com/article/view/10.21037/atm-21-4311/rc).
Methods
Patient selection
This retrospective study analyzed prospectively collected data of 2,201 patients who underwent LT between January 1988 and December 2018 at the Seoul National University Hospital (SNUH) and Seoul National University Boramae Hospital (SNUBH). All living donor LTs (LDLTs) and deceased donor LTs (DDLTs) were included. Of the 2,201 patients, 743 were excluded for being <18 years of age at surgery (n=189), dying within 1 month of LT (n=21), requiring re-transplantation not associated with HBV infection (n=14), or having incomplete clinical data including loss to follow-up for analysis (n=519). Therefore, 1,458 patients were eligible for enrollment. Information of the deceased donors was obtained from their medical records from the Korean Network for Organ Sharing. Serologic tests for HBV antigen/antibody status were conducted for all living or deceased donors. For the recipients, age, sex, etiology of liver disease, Model for End-Stage Liver Disease (MELD) score, antibody status, and transplantation type (DDLT or LDLT) were included as variables. For the donors, age, sex, and HBsAb positivity were included as variables. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). This study was conducted at two hospitals and was approved by the Institutional Review Boards of SNUH (H-2008-193-1154) and SNUBH (20-2021-17). The need for informed consent was waived by the review boards due to the retrospective nature of the study.
De novo HBV infection was defined as the detection of serum HBsAg, with or without HBV DNA detection in a recipient who was HBsAg-negative before transplantation. The liver donors were divided into two groups based on the presence of core-antibody, and the HBsAg-negative recipients were categorized into four groups based on their HBcAb and HBsAb status. The number of allocations of core-positive livers to each of the four recipient groups was determined (Figure 1). The liver biopsy was performed within 1month before and after the detection of de novo HBV infection. The risk factors for the development of de novo HBV infection in recipients with core-antibody positive grafts were analyzed.
Immunosuppression regimen
For the induction, 40 mg basiliximab (Simulect, Novartis, Montreal, QC, Canada) was administered on the day of surgery and postoperative day 4. The maintenance regimen for immunosuppression included tacrolimus, mycophenolate mofetil (500 mg twice a day), and corticosteroids (methylprednisolone for the immediate post-transplant period and then prednisolone). The target serum concentration of tacrolimus was 8–12 ng/mL for the first 6 months post-transplant and 6–8 ng/mL for the following 6 months.
De novo HBV prophylaxis protocol
Prophylaxis for de novo HBV infection at both centers was conducted according to the same protocols. In HBsAg-negative recipients, if either the donor or recipient was core-antibody positive, 4,000 IU HBIG (Hepabig, Green Cross, Yongin, South Korea) was intravenously administered during the anhepatic phase in the operating room and daily until postoperative day 3 (Figure S1). This protocol was followed in all patients. Subsequently, 4,000 IU HBIG was injected to maintain a trough serum HBsAb titer of ≥100 IU/L at the outpatient clinic. HBV vaccine (Euvax, LG Bioscience, Seoul, South Korea) was administered to only 14 patients, with a target maintenance HBsAb titer of approximately >100 IU/L at the time of tapering of the steroid after LT, according to a practitioner’s decision at the outpatient clinic.
Follow-up
Regular follow-up after LT was performed every 1–2 weeks for the first month, then once a month until 2–4 months, and then every 3–4 months. Routine laboratory tests included serum HBsAg and HBsAb titers. The HBV DNA viral load was determined at the time when a positive HBsAg result was obtained following LT.
Statistical analyses
Statistical analyses were performed using SPSS version 27.0 for Windows (IBM Corporation, Armonk, NY, USA). Continuous variables were compared using Student’s t-test. Categorical variables were analyzed using the chi-square or Fisher’s exact tests. Multivariate analysis was performed with logistic regression for analyzing risk factors of de novo HBV infection development. The Kaplan-Meier method was used to determine the overall survival and time to detection of de novo HBV, and the survival curves were compared using the log-rank test. A P value <0.05 was considered to be statistically significant.
Results
Demographics of HBsAg-negative recipients
A total of 1,458 LTs in adult recipients were analyzed. Among 526 HBsAg-negative recipients (36.1%), 152 (28.9%) patients received HBcAb-positive grafts. Within this HBcAb-positive group, the mean age was 52.8 years, and 81 (53.3%) were male. Alcoholic liver disease and HCV hepatitis were observed in 47 (30.9%) and 44 (28.9%) recipients, respectively. The mean MELD score was 20.1. The proportion of core-positive grafts was greater in the DDLT pool than in the LDLT pool (45.2% vs. 24.9%, P<0.001). De novo HBV infection was significantly higher in recipients with a core-positive graft (13.8% vs. 1.3%, P<0.001). The mean age of donors with core positivity was significantly higher than that of core-negative donors (44.3 vs. 34.1 years, P<0.001). Detailed data are presented in Table 1.
Table 1
Variables | Total cohort (n=526) | HBcAb(−) graft (n=374) | HBcAb(+) graft (n=152) | P value |
---|---|---|---|---|
Recipient | ||||
Age, mean ± SD, year | 53.4±12.1 | 53.7±12.5 | 52.8±11.2 | 0.462 |
Sex, M:F, (n) | 1.7:1 (332/194) | 2.0:1 (251/123) | 1.1:1 (81/71) | 0.003* |
Liver etiology, n (%) | ||||
Alcoholic | 195 (37.1) | 148 (39.6) | 47 (30.9) | 0.063 |
HCV | 119 (22.6) | 75 (20.1) | 44 (28.9) | 0.027* |
MELD, mean ± SD | 19.4±8.6 | 19.2±8.4 | 20.1± 9.2 | 0.261 |
Transplantation type, n (%) | <0.001* | |||
DDLT | 104 (19.8) | 57 (15.2) | 47 (30.9) | |
LDLT | 422 (80.2) | 317 (84.8) | 105 (69.1) | |
Antibody status, n (%) | ||||
HBcAb | 0.342 | |||
No | 200 (38.0) | 147 (39.3) | 53 (34.9) | |
Yes | 326 (62.0) | 227 (60.7) | 99 (65.1) | |
HBsAb | 0.315 | |||
No | 25 (4.8) | 20 (5.3) | 5 (3.3) | |
Yes | 501 (95.2) | 354 (94.7) | 147 (96.7) | |
De novo HBV infection, n (%) | <0.001* | |||
No | 500 (95.1) | 369 (98.7) | 131 (86.2) | |
Yes | 26 (4.9) | 5 (1.3) | 21 (13.8) | |
Donor | ||||
Age, mean ± SD, year | 37.0±12.8 | 34.1±11.2 | 44.3±13.7 | <0.001* |
Sex, M:F, (n) | 1.8:1 (336/190) | 1.8:1 (240/134) | 1.7:1 (96/56) | 0.826 |
HBsAb positivity, n (%) | 0.124 | |||
Negative | 51 (9.7) | 41 (11.0) | 10 (6.6) | |
Positive | 475 (90.3) | 333 (89.0) | 142 (93.4) |
*, P value considered statistically significant (<0.05). HBsAg, hepatitis B surface antigen; HBcAb, hepatitis B core antibody; HCV, hepatitis C virus; MELD, Model for End-Stage Liver Disease; DDLT, deceased donor liver transplantation; LDLT, living donor liver transplantations; HBV, hepatitis B virus;
De novo HBV infection rate by recipient antibody status
Of the 1,458 transplants, 478 (32.8%) used HBcAb-positive grafts, and HBsAg-positive and -negative recipients were allocated 326 (68.2%) and 152 (31.8%) HBcAb-positive grafts, respectively. According to the recipient antibody status, the de novo infection rate was different. De novo HBV was diagnosed in 1/4 (25%) of HBcAb- and HBsAb-negative recipients, 11/49 (22.4%) of HBcAb-negative and HBsAb-positive recipients, 0/1 of HBcAb-positive and HBsAb-negative recipients, and 9/98 (9.2%) of HBcAb- and HBsAb-positive recipients (Figure 1).
Risk factors for de novo HBV infection
The risk factors associated with de novo HBV infection are reported in Table 2. In the univariate analysis, HBcAb-negative recipients were more likely to develop de novo HBV infection than HBcAb-positive recipients (22.6% vs. 9.1%, P=0.021). The incidence of de novo HBV infection did not differ based on the recipient’s HBsAb status (P=0.530). A higher MELD score was significantly associated with de novo HBV infection (23.8 vs. 19.5, P=0.047); however, it was not statistically significant in multivariate analysis. Age, sex, or etiology of liver disease of the recipients; type of transplantation; or HBsAb positivity of donors had no effect on the de novo HBV infection.
Table 2
Variables | Univariate analysis | Multivariate analysis | |||||
---|---|---|---|---|---|---|---|
No de novo (n=131) | De novo (n=21) | P value | OR | 95% CI | P value | ||
Recipient | |||||||
Age, mean ± SD, year | 52.8±11.1 | 52.7±12.2 | 0.969 | – | – | – | |
Sex, M:F, (n) | 1.2:1 (72/59) | 0.8:1 (9/12) | 0.302 | – | – | – | |
Liver etiology, n (%) | |||||||
Alcoholic | 40 (85.1) | 7 (14.9) | 0.797 | – | – | – | |
HCV | 40 (90.9) | 4 (9.1) | 0.281 | – | – | – | |
MELD, mean ± SD | 19.5±9.2 | 23.8±8.7 | 0.047* | 1.044 | (0.992–1.100) | 0.100 | |
Transplantation type, n (%) | 0.202 | – | – | – | |||
DDLT | 38 (80.9) | 9 (19.1) | |||||
LDLT | 93 (88.6) | 12 (11.4) | |||||
Antibody status, n (%) | |||||||
HBcAb | 0.021* | 2.624 | (0.988–6.971) | 0.053 | |||
No | 41 (77.4) | 12 (22.6) | |||||
Yes | 90 (90.9) | 9 (9.1) | |||||
HBsAb | 0.530 | – | – | – | |||
No | 4 (80.0) | 1 (20.0) | |||||
Yes | 127 (86.4) | 20 (13.6) | |||||
Donor | |||||||
Age, mean ± SD, year | 43.4±12.9 | 49.9±17.7 | 0.122 | 1.031 | (0.996–1.067) | 0.088 | |
Sex, M:F, (n) | 1.9:1 (86/45) | 0.9:1 (10/11) | 0.112 | 0.610 | (0.229–1.623) | 0.322 | |
HBsAb positivity, n (%) | 0.359 | – | – | – | |||
Negative | 10 (100) | 0 (0) | |||||
Positive | 121 (85.2) | 21 (14.8) |
*, P value considered statistically significant (<0.05). HBV, hepatitis B virus; HBsAg, hepatitis B surface antigen; HCV, hepatitis C virus; MELD, Model for End-Stage Liver Disease; DDLT, deceased donor liver transplantation; LDLT, living donor liver transplantations.
Patients with de novo HBV infection
Analysis of patients who developed de novo HBV infection is described in Table 3. The median follow-up duration for enrolled patients was 69 months (range, 29–165 months). The mean time for the detection of serum HBsAb positivity was 18 months (range, 8–55 months). Of the 21 patients, 2 (9.5%) did not undergo any treatment due to the immediate seroconversion at a sequential laboratory test or surgeon’s discretion. Among the patients who were treated, 12 (63.2%) were treated using NA monotherapy and 7 (36.8%) patients were treated with a combination of NA and HBIG. The median treatment duration was 41 months (range, 0–105 months). Seroconversion was achieved in seven patients. No patient died of de novo HBV infection.
Table 3
Characteristics | De novo infection (21/152) |
---|---|
Follow-up period, median [range], months | 69 [29–165] |
Death, n (%) | 0 (0) |
Time to detection for serum HBsAg positivity, median [range], months | 18 [8–55] |
Prophylaxis, n (%) | |
HBIG 4,000 IU | 21 (100.0) |
NA | 0 |
HBsAb titer, median [range], IU/L | |
At LT | 46.0 [2.0–1,000.0] |
At de novo infection | 65.0 [0–960.8] |
HBV DNA at diagnosis | |
Not detected, n (%) | 1 (5.0) |
Detected, n (%) | 20 (95.0) |
HBV DNA (log10), mean ± SD, IU/mL | 5.7±1.3 |
AST/ALT at diagnosis, n (%) | |
Normal | 16 (76.2) |
Abnormal | 5 (23.8) |
Tacrolimus level at de novo infection, median [range], ng/mL | 5.8 [2–10] |
Liver biopsy, n (%) | |
No | 12 (57.1) |
Yes | 9 (42.9) |
Fibrosis | 4 (44.4) |
Necrosis | 3 (33.3) |
HBsAg or HBcAg | 3 (33.3) |
Treatment, n (%) | |
No | 2 (9.5) |
Yes | 19 (90.5) |
NA mono/NA + HBIG | 12 (63.2)/7 (36.8) |
NA used for treatment, n (%) | |
Entecavir | 12 (63.2) |
Tenofovir | 7 (36.8) |
Treatment duration, median [range], months | 41 [0–105] |
Seroconversion, n (%) | |
No | 11 (52.4) |
Yes | 7 (33.3) |
Follow-up loss | 3 (14.3) |
AST >50 or ALT >50 means abnormal AST or ALT. HBV, hepatitis B virus; HBsAg, hepatitis B surface antigen; LT, liver transplantation; AST, aspartate aminotransferase; ALT, alanine aminotransferase; NA, nucleoside analogs; HBIG, hepatitis B immunoglobulin.
Hepatitis B surface antibody (anti-HBs) titer at diagnosis of de novo HBV infection
The median HBsAb titer of patients who developed de novo infection at transplant and the diagnosis was 46.0 IU/L (range, 2.0–1,000.0 IU/L) and 65.0 IU/L (range, 0–960.8 IU/L), respectively (Table 3). Figure 2 shows the time to detection for serum HBsAg positivity and HBsAb titers at the time of detection. Two patients showed an HBsAb titer of >100.0 IU/L; however, 19 patients had an HBsAb titer of ≤100.0 IU/L at the time of detection.
Posttransplant HBV vaccination and response
Of the 152 recipients who received HBcAb-positive grafts, 14 (9.2%) were vaccinated after LT with a median of 2 doses (range, 1–10 doses) according to the surgeon’s preference. The median HBsAb titer before vaccination was 39.2 IU/L. Of the 14 vaccinated patients, 8 had a response, and their HBsAb titers were maintained above 100.0 IU/L from the time of vaccination. HBsAb <100.0 IU/L was observed in 6 of the 14 patients, and de novo HBV infection developed in 4 of them.
Discussion
The strategies for the prevention of de novo HBV infection after LT varies in the current clinical practice (8,15-17). Previous studies have shown varying risks of de novo HBV infection with incidences ranging from 0 to 25% with poor survival (7,18). However, most of these studies were conducted in Western countries where the prevalence of HBV infection is low and core-positive grafts are regarded as extended grafts.
The incidence of de novo HBV has been decreasing because of the empirical use of NA and HBIG in Western countries in recent years (19-21). Cholongitas et al. revealed that lamivudine monotherapy (2.6%) or HBIG and the lamivudine combination regimen (2.8%) markedly decreased the de novo infection rates compared with HBIG monoprophylaxis (19%) in HBsAg-negative recipients (6). Despite the efficacy and convenience to administer, the cost issues and side-effects resulting from the life-long NA prophylaxis regimen remain controversial.
This large cohort study elucidated long-term outcomes of HBIG monotherapy preventing de novo HBV infection after LT using HBcAb-positive liver grafts in an HBV endemic area. HBcAb-negative recipients were more likely to develop de novo HBV infection than HBcAb-positive recipients. A higher MELD score was significantly associated with de novo HBV infection.
According to our data, the incidence of de novo HBV infection was 13.8% in HBsAg-negative recipients of core-positive grafts with HBIG monoprophylaxis. Some studies performed in South Korea reported de novo HBV infection rates from 7.7% to 12.5% without any prophylaxis (22). These infection rates are considered high in the era of NA. However, we revealed that the de novo rate varies according to the recipient’s antibody status from 0% to 25%. Although the de novo infection rate with HBIG monoprophylaxis was higher than that with NA, administration of NA for all HBsAg recipients with HBcAb-positive grafts may be an overtreatment, given that the Eastern countries are HBV prevalent.
The medical insurance system in South Korea covers monthly infusion of HBIG in recipients of core-positive graft. By contrast, in Western countries HBIG is expensive and not covered with medical insurance. This may explain the long-term practice that has used HBIG monotherapy during perioperative and postoperative periods over decades. The prophylactic use of NA after LT performed in HBsAg-negative recipients does not have full insurance coverage. This has resulted in NA therapy being initiated in patients following the diagnosis of de novo HBV infection. Given these cost issues, HBIG for prophylaxis may be a proper strategy in terms of cost and effectiveness.
In this study, not all patients with de novo HBV presented abnormal aspartate transaminase and alanine transaminase levels. Thus, subclinical de novo HBV infection may arise because of the state of immune equilibrium, without any liver damage. This may pose a challenge with respect to the optimal timing of prevention using NA for de novo HBV. Additionally, liver graft survival was 100%, and no definitive liver damage was observed in some biopsy cases in this study. Therefore, NA therapy may be withheld despite detecting serum HBsAg positivity.
HBV-naive patients, with both HBcAb and HBsAb negativity, were the most vulnerable for de novo infection in this study, which is in accordance with previous results (6,22). One of four (25%) patients developed de novo infection with the HBIG-only protocol. Previous results and this study suggest that the HBV-naive recipients may need to be identified as a high-risk group of de novo HBV infection (16). In addition to the subgrouping, conduction of a stronger protocol for de novo HBV prophylaxis, such as a higher dose of HBIG or combination with NA, may be required.
This study also demonstrated that vaccinated recipients without a history of HBV infection, who are core-negative and surface antibody-positive before transplantation, have the second highest risk for de novo HBV infection. Eleven of 49 (22.4%) core-negative, surface antibody-positive recipients developed de novo infection retrospectively. HBsAb-positive recipients had a lower risk of de novo infection, although the difference was not statistically significant (13.6% vs. 20.0%, P=0.530). Owing to a high prevalence of anti-HBs positivity in South Korea, the incidence of de novo infection is similar to that in HBV-naive patients, even in preoperatively vaccinated recipients. Therefore, the presence of anti-HBs before transplant cannot ensure an absolute immune barrier to de novo HBV infection.
In addition to the ineffectiveness of preoperative vaccination, posttransplant vaccination did not demonstrate an outstanding record against de novo infection. Wang et al. reported that postoperative HBV vaccination was only effective against de novo HBV infection when preoperative anti-HBs was >1,000.0 IU/L; however, lamivudine may be continued if the postoperative HBsAb titer is <100.0 IU/L, even if a postoperative HBV vaccine was administered to those recipients (17). Fourteen patients were vaccinated during postoperative periods, especially during tapering of steroids, in our data. However, 6 of 14 did not have any benefit for developing HBsAb titer from posttransplant vaccination. Cholongitas et al. also revealed HBV vaccination after LT to be an ineffective strategy as the de novo HBV infection rate was 100% with HBV vaccination monoprophylaxis (6).
The prevalence of core-antibody-positive organs was significantly greater in DDLTs than in LDLTs in our study. Limitation in choice with regard to grafts in urgent situations of DDLTs may bring about this result. Registered deceased liver donors are screened for HBV-related serological examinations in practice. We also recommend that transplant centers encourage the systemic sharing of information about donor HBV-related serological results and maintain the surveillance for de novo HBV infection after transplant.
We found that a higher MELD score of recipients was significantly related to core-positivity of grafts and the development of de novo infection. A previous study similarly reported a Child-Pugh score of LT had a significant effect on the occurrence of de novo infection (18). Patients with greater morbidity at transplantation may be prone to de novo HBV infection due to their immunocompromised status.
The time to detection of de novo HBV was diverse, ranging from 8 to 55 months. As the occurrence of de novo infection is sporadic, regular follow-up of serum hepatitis B viral markers such as HBsAg or HBsAb are needed, especially in high-risk patients at least for several posttransplant years.
This study, to the best our knowledge, is the largest single-center cohort study to evaluate the risk and outcomes of de novo HBV infection based on predetermined HBIG monoprophylaxis protocol. This study was conducted in an HBV endemic area and in clinical practice with increased use of core-positive grafts. A long follow-up period was one of the strengths of the current study.
However, this study has some limitations. This study was conducted at a single institution and the number of de novo HBV patients after LT is still low. We did not routinely assess the serum HBsAg for surveillance, which resulted in a significant loss of data for analysis. Patients with a maintenance HBsAb titer of ≥200.0 IU/mL were regarded to be without infection. The median follow-up period for the patients with de novo infection was not sufficient to evaluate the long-term result of de novo HBV infection in the post-transplant population. This study was performed at a tertiary center which has maintained the HBIG monoprophylaxis protocol for decades, which resulted in the lack of comparison between the NA and HBIG approaches for the de novo HBV prevention. This also affects the interpretation of HBIG benefits.
In the era of NA, HBIG-only prophylaxis may not be sufficient to prevent de novo HBV development in not only HBV-naive patients but also recipients who had been vaccinated without a history of HBV infection. However, de novo HBV infection did not affect patient survival. With surveillance for de novo HBV infection, close monitoring of viral serum markers, and appropriate NA initiation, de novo HBV infection can be prevented with HBIG protocol and treated with NA administration from the time of diagnosis appropriately. Further investigation concerning the detailed regimen or timeline for monitoring will help establish a tailored strategy for de novo HBV prevention.
Acknowledgments
Funding: None.
Footnote
Reporting Checklist: The authors have completed the STROBE reporting checklist. Available at https://atm.amegroups.com/article/view/10.21037/atm-21-4311/rc
Data Sharing Statement: Available at https://atm.amegroups.com/article/view/10.21037/atm-21-4311/dss
Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at https://atm.amegroups.com/article/view/10.21037/atm-21-4311/coif). The authors have no conflicts of interest to declare.
Ethics Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by the Institutional Review Board of Seoul National University Hospital (H-2008-193-1154) and Seoul National University Boramae Hospital (20-2021-17). The need for informed consent was waived by the review boards due to the retrospective nature of the study.
Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/.
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