- 1Division of Hepato-Biliary-Pancreatic Surgery and Transplantation, Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- 2Department of Surgery , Division of Abdominal Transplantation, Stanford University School of Medicine, Stanford, CA, United States
- 3Alexion Pharmaceuticals Inc., New Haven, CT, United States
- 4Department of Drug Discovery Medicine, Pathology Division, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- 5Division of Immunology, Institute for Frontier Life and Medical Sciences, Kyoto University, Kyoto, Japan
- 6Shiga University of Medical Science, Otsu, Japan
Antibody-mediated rejection (AMR) remains a refractory rejection after donor-specific antibody (DSA)-positive or blood-type incompatible liver transplantation (LT), even in the era of pre-transplant rituximab desensitization. This is due to the lack of not only effective post-transplant treatments but also robust animal models to develop/validate new interventions. Orthotopic LT from male Dark Agouti (DA) to male Lewis (LEW) rats was used to develop a rat LT-AMR model. LEW were pre-sensitized by a preceding skin transplantation from DA 4–6 weeks before LT (Group-PS), while sham procedure was performed in non-sensitized controls (Group-NS). Tacrolimus was daily administered until post-transplant day (PTD)-7 or sacrifice to suppress cellular rejections. Using this model, we validated the efficacy of anti-C5 antibody (Anti-C5) for LT-AMR. Group-PS+Anti-C5 received Anti-C5 intravenously on PTD-0 and -3. Group-PS showed increased anti-donor (DA) antibody-titers (P <0.001) and more C4d deposition in transplanted livers than in Group-NS (P <0.001). Alanine aminotransferase (ALT), alkaline phosphatase (ALP), total bile acid (TBA), and total bilirubin (T-Bil) were all significantly higher in Group-PS than in Group-NS (all P <0.01). Thrombocytopenia (P <0.01), coagulopathies (PT-INR, P =0.04), and histopathological deterioration (C4d+h-score, P <0.001) were also confirmed in Group-PS. Anti-C5 administration significantly lowered anti-DA IgG (P <0.05), resulting in decreased ALP, TBA, and T-Bil on PTD-7 than in Group-PS (all P <0.01). Histopathological improvement was also confirmed on PTD-1, -3, and -7 (all P <0.001). Of the 9,543 genes analyzed by RNA sequencing, 575 genes were upregulated in LT-AMR (Group-PS vs. Group-NS). Of these, 6 were directly associated with the complement cascades. In particular, Ptx3, Tfpi2, and C1qtnf6 were specific to the classical pathway. Volcano plot analysis identified 22 genes that were downregulated by Anti-C5 treatment (Group-PS+Anti-C5 vs. Group-PS). Of these, Anti-C5 significantly down-regulated Nfkb2, Ripk2, Birc3, and Map3k1, the key genes that were amplified in LT-AMR. Notably, just two doses of Anti-C5 only on PTD-0 and -3 significantly improved biliary injury and liver fibrosis up to PTD-100, leading to better long-term animal survival (P =0.02). We newly developed a rat model of LT-AMR that meets all the Banff diagnostic criteria and demonstrated the efficacy of Anti-C5 antibody for LT-AMR.
1 Introduction
Antibody-mediated rejection (AMR) is a refractory rejection after donor-specific antibody (DSA)-positive or blood-type incompatible organ transplantation (1). Pre-transplant desensitization with rituximab has dramatically improved the outcome of ABO-incompatible living-donor LT (ABOi-LDLT) by eliminating antibody-producing B lymphocytes, leading to a significant reduction in AMR (2–5). However, once AMR develops, it is still challenging to effectively treat AMR (4, 6), and preformed and de novo DSAs aggravate liver transplantation (LT) outcomes (7, 8). Thus, there is an urgent need to develop new interventions for not only pre-transplant prophylactic but also post-transplant therapeutic treatments for the refractory rejection.
The complement system plays an important role in the host defense machinery including innate and adaptive immunity (9). The first complement-targeting agent, eculizumab, is a humanized monoclonal antibody that binds to terminal complement 5 (C5) with high affinity, inhibiting its cleavage to C5a and C5b and preventing the formation of C5b-9, which exerts cytolytic, proinflammatory, and prothrombotic properties (10, 11). Eculizumab has been approved for the treatment of paroxysmal nocturnal hemoglobinuria (12), atypical hemolytic uremic syndrome (13), generalized myasthenia gravis (14), and neuromyelitis optica spectrum disorder (15). Therapies targeting complement pathways have currently been expanding based on various basic research and clinical trials (9, 16, 17).
Current standard treatments for AMR include intensified immunosuppression, plasma exchange, intravenous immunoglobulin, or rituximab administration (6). Since the complement cascades amplify the antigen-antibody reactions, complement-targeted interventions have been attracting attention (18–20), especially in the treatment of AMR after kidney transplantation (21–23). However, the efficacy of complement inhibition on AMR after LT (LT-AMR) remains unclear, due at least in part to the lack of established animal models. We thus aimed to develop a small animal model of LT-AMR, and thereby elucidate the efficacy of anti-C5 antibody against LT-AMR.
2 Materials and methods
2.1 Animals
Male Dark Agouti (DA) rats (Japan SLC, Inc., Shizuoka, Japan) and male Lewis (LEW) rats (Japan SLC) were used as donors and recipients, respectively. They were housed under specific pathogen-free conditions in a temperature- and humidity-controlled environment with a 12-hour light-dark cycle and allowed free access to tap water and standard chow pellets. All animals received humane care in accordance with the “Guide for the Care and Use of Laboratory Animals” (National Institutes of Health Publication No. 86-23, 2011 revision). All experiments were conducted in accordance with the Animal Research Committee of Kyoto University (MedKyo-19196, -20179, -20549, and -21187).
2.2 Experimental design
In Experiment-I, we developed a rat AMR model after Orthotopic LT (OLT), and in Experiment-II, we investigated the therapeutic effect of anti-C5 antibody on AMR using the model.
2.2.1 Experiment-I: development of a rat AMR model
OLT with hepatic artery (HA) reconstruction was performed from DA (15–18 weeks old, 240–260 g) to Lewis rats (8–10 weeks old, 280–300 g). In the pre-sensitized group (Group-PS), full-thickness skin grafts (2 x 2 cm2) from DA were transplanted onto the backs of 4-week-old LEW rats 4–6 weeks prior to OLT (Figure 1B), while sham procedure was performed in non-sensitized group (Group-NS, Figure 1A). Upon skin transplant, 50µL of aluminum hydroxide hydrate gel suspension (ALUM, Cosmo Bio Co., Ltd., Tokyo, Japan) was injected under the skin graft to effectively sensitize B cells (24). After OLT, tacrolimus was daily administered (0.1 mg/kg/day) until post-transplant day (PTD)-7 or sacrifice whichever came first to regulate T-cell mediated rejection (TCMR).
Figure 1 Experimental Design. (A) Non-sensitized model (Group-NS). OLT with HA reconstruction was performed from DA (15–18 weeks old, 240–260 g) to Lewis rats (8–10 weeks old, 280–300 g). Tacrolimus was daily administered (0.1 mg/kg/day) up to a week or until sacrifice after OLT to regulate T-cell mediated rejection. (B) Pre-sensitized model (Group-PS). Full-thickness skin grafts (2 x 2 cm2) from DA donors were transplanted onto the backs of 4-week-old LEW rats 4–6 weeks prior to OLT. Simultaneously, 50µL of aluminum hydroxide hydrate gel suspension was injected just beneath the skin graft to effectively sensitize B cells. Figure 1 was created with BioRender.com. DA, Dark Agouti; HA, hepatic artery; IS, immunosuppression; LEW, Lewis; NS, non-sensitized; PS, pre-sensitized; OLT, orthotopic liver transplantation.
2.2.2 Experiment-II: investigation of the therapeutic effect of anti-C5 antibody on AMR
Monoclonal rat anti-C5 antibody (Anti-C5, TPP-903, 20 mg/kg, Alexion Pharmaceuticals [Cheshire, CT]) was administered intravenously to rats in Group-PS+Anti-C5 on PTD-0 and -3. Blood and liver tissues were sampled on PTD-1, -3, -7, and -100 in Group-PS+Anti-C5. Five replicates at each time point were collected.
2.3 Liver donor surgery
The procedures were previously described in detail (25, 26). In brief, donor rats were anesthetized with isoflurane (Isoflurane for Animal, MSD Animal Health K.K., Osaka, Japan) via an animal anesthetizer (WP- SAA01, LMS Co., Ltd., Tokyo, Japan). The stereo microscope (SZX10, OLYMPUS Co., Tokyo, Japan) was used for the microsurgery. After midline laparotomy followed by bilateral subcostal incisions, the liver was mobilized from all ligamentous attachments. The right adrenal vein was ligated at its root draining into infra-hepatic inferior vena cava (IHIVC). Common bile duct was cannulated with a 24-gauge ethylene tetrafluoroethylene (ETFE) catheter (TERUMO, Tokyo, Japan) and used as a stent. Pyloric and splenic veins were ligated and dissected, and the portal vein (PV) was isolated. After heparinization (1 IU/g; Mochida Pharmaceutical Co., Ltd., Tokyo, Japan), gastroduodenal artery was ligated. Descending aorta was clamped, and supra-hepatic IVC (SHIVC) was cut in the thoracic space, followed by blood washout with 70 mL of ice-cold University of Wisconsin (UW) solution (Belzer, Bridge to Life Ltd., Northbrook, IL, USA) from the abdominal aorta. The IHIVC and PV were transected, and the HA was removed with an aortic cuff at the root of the celiac artery (CA). The whole liver graft was then retrieved and immediately put in a basin filled with UW solution at 4°C.
2.4 Back-table procedure
The back-table procedure was performed on the ice-cold basins. A 7-0 polypropylene suture (PROLENE, Ethicon, Inc., Raritan, NJ, USA) was applied to each bilateral end of the SHIVC. A cuff made from a 14-gauge ETFE catheter (TERUMO) was attached to the PV. Left gastric and splenic arteries were ligated and divided. CA was cut at the root of the abdominal aorta. The graft was stored for 4 hours in UW solution at 4°C.
2.5 Recipient surgery
Under general anesthesia with isoflurane, the recipient abdomen was opened through a bilateral subcostal incision. After mobilization of the liver, the right adrenal vein was ligated at its root of IHIVC. The bile duct and proper HA were ligated and dissected at the hepatic hilum. The liver graft was flushed with 5 mL of cold lactated ringer’s solution via PV. After injecting 2 mL of lactated ringer’s solution via the penile vein, the recipient liver was removed, and the liver graft was placed orthotopically. The SHIVC was anastomosed end-to-end with continuous 7-0 polypropylene sutures. The PV was reconstructed by the cuff technique (27), and the liver was re-perfused within 16 minutes of PV clamp. The IHIVC was then anastomosed in an end-to-end fashion with continuous 8-0 polypropylene sutures. After IHIVC reconstruction, 2 mL of lactated ringer’s solution was injected. The HA was reconstructed by inserting the recipient’s proper HA into the CA orifice of the liver graft, and the CA stump was sutured with 10-0 polyamide monofilament sutures (Kono Seisakusho Co., Ltd., Chiba, Japan). The bile duct was reconstructed by inserting a tube stent.
2.6 Sampling
Blood and liver tissues were sampled on PTD-1, -3, -7, and -100 (Figure 1). Ethylenediaminetetraacetic acid (EDTA)-contained blood, serum, citric acid-contained plasma, 4% paraformaldehyde (PFA)-fixed liver tissue, frozen liver tissue with Tissue-Tek O.C.T. compound (Sakura Finetek Japan Co., Ltd., Tokyo, Japan.), and frozen liver specimen were obtained. Five replicates at each time point were collected.
2.7 Complement hemolytic assay
Terminal complement activity in rat sera was measured by assessing its ability to lyse sheep erythrocytes with the CH50 kit (Denka Company Limited, Tokyo, Japan) according to the manufacture’s protocol. Briefly, each diluted sample was added to diluted sheep erythrocytes in a tube, and then incubated at 37°C for 60 min. After centrifugation, the supernatant was transferred to a microtiter plate, and then absorbance of the supernatant was read at a wavelength of 541 nm using a microplate reader.
2.8 Hematology, biochemistry, and coagulation tests
Complete blood count, aspartate aminotransferase (AST), alanine aminotransferase (ALT), alkaline phosphatase (ALP), total bilirubin (T-Bil), direct bilirubin (D-Bil), total bile acid (TBA), and prothrombin time-international normalized ratio (PT-INR) were analyzed (Japan Clinical Laboratories, Kyoto, Japan).
2.9 Histological and immunohistochemical analyses
Paraffin-embedded liver tissues (4-µm thickness) were stained with hematoxylin & eosin. Masson trichrome staining was additionally performed on PTD-100 samples. Frozen sections were used for immunostaining with 25-fold diluted anti-rat C4d polyclonal rabbit antibody (HP8034, Hycult Biotech, Uden, Netherlands) overnight at 4 °C without antigen retrieval. The samples were incubated with the Histofine Simple Stain Rat MAX PO (R) (Nichirei Biosciences Inc., Tokyo, Japan) for 30 minutes, followed by washes in phosphate-buffered saline. The stains were visualized with 3,3’-diaminobenzidine tetrahydrochloride solution, counterstained with hematoxylin, and observed with a BZ-9000 microscope (Keyence, Osaka, Japan). The severity of AMR was blindly graded by two independent expert pathologists, according to the AMR diagnostic criteria (28).
2.10 Enzyme-linked immunosorbent assay
Serum interleukin (IL)-1b, interferon (IFN)-γ, and tumor necrosis factor (TNF)-α levels were measured using rat Quantikine ELISA Kits (R&D Systems, Minneapolis, MN) according to manufacturer’s instructions.
2.11 Measurement of DSAs
Circulating DSAs of IgG and IgM were evaluated in recipient sera by flow cytometry, as described previously (21, 29). Briefly, spleen was removed from DA rats, smashed using Falcon 40µm Cell strainer (Corning Inc., Corning, NY), and hemolyzed using lysing buffer (BD Biosciences, Franklin Lakes, NJ). Fifty µL of aliquots containing 1 x 106 lymphocytes (DA splenocytes) were incubated with 100 µL recipient serum samples diluted (1:80) in phosphate-buffered saline with 1% fetal bovine serum for 60 minutes at room temperature. After 3 washes, cells were labeled with fluorescein isothiocyanate (FITC)-conjugated mouse anti-rat IgG (H+L) secondary antibody (11-4811-85, Thermo Fisher Scientific, Waltham, MA) or FITC-conjugated mouse anti-rat IgM secondary antibody (SA1-25272, Thermo Fisher Scientific). Stained samples were assessed with mean fluorescence intensity on a BD Accuri C6 Flow Cytometer (Becton Dickinson, Mountain View, CA).
2.12 RNA sequencing analysis of liver tissues
The RNA-Seq analysis was performed in Azenta Life Sciences (Tokyo, Japan). In brief, 1 µg of total RNA was extracted by the poly(A) mRNA isolation using Oligo(dT) beads for the following library preparation. Libraries with different indexes were multiplexed and loaded on a DNBSEQ-G400 (MGI Tech Co., Ltd., Shenzhen, China) for sequencing using a 2 x150 paired-end configuration according to manufacturer’s instructions. Reference genome sequences and gene model annotation files of relative species were downloaded from the genome website. Data were mapped to the lead sequence obtained with sequence analysis using Hisat2 (v2.0.1), and gene and isoform expression levels were estimated using HTSeq (v0.6.1).
2.13 Data analysis of RNA-Seq results
The RNA-Seq data raw counts (11,364 genes in 9 samples) were processed and analyzed with Excel (Microsoft) and the R software package (version 4.2.2). First, genes with expression value less than 10 across all the samples were removed. The remaining 9,543 genes were analyzed using the DESeq2 package (version 1.36.0) (30). Whereby the raw counts were normalized log-transformed and subjected to principal component analysis using the plotPCA function. Differentially expressed genes (DEGs) were calculated with the DESeq2 package, as defined as genes with an adjusted P-value <0.05 and a log2-fold change >1. Volcano plots were generated using the Enhanced Volcano package (version 1.14.0) (31). The raw counts were normalized using the DESeq2 package, which were then used to construct the clustering heat maps using the heatmap.2 function from the gplots package (version 3.1.3) (32). The clusterProfiler package (version 4.6.2) conducted Gene Set Enrichment Analysis (GSEA) between two groups, using the hallmark gene sets for the Rattus Norvegicus via the Molecular Signatures Database. The top 20 hallmark gene sets were graphed and presented as a Dot plot, and the gene sets of interest as a GSEA plot. Finally, for a given hallmark gene set of interest, all the genes listed in the gene set were filtered if they were DEGs, and then graphed as a heatmap. STRING database (version 11.5) was used to find related molecules for the candidate genes. Medium confidence level at 0.400 was used.
2.14 Statistical analysis
All data were presented as mean ± standard error of the mean (SEM). Differences among experimental and control groups were analyzed using 2-way analysis of variance (ANOVA), followed by Bonferroni’s post hoc tests to assess time-dependent alterations and inter-group differences at each time point. Survivals were estimated by the Kaplan-Meier method, followed by a log-rank test. Student’s P <0.05 was considered statistically significant. All statistical analyses were performed with Prism 9 (Graph Pad Software, Inc., San Diego, CA) and R 4.2.2 (https://cran.r-project.org/).
3 Results
3.1 Experiment-I
3.1.1 Transition of DSAs after skin sensitization
As shown in Figures 2A, B, the preceding skin transplant increased DSA titers of IgG and IgM, both peaking on Day-9 after skin sensitization. High IgG-titers were maintained for 7 weeks.
Figure 2 Transition of DSAs, Animal Survival, and Blood Data between Group-NS and Group-PS. (A, B) After pre-sensitization with skin transplants, both IgGand IgM-DSAs peaked on day-9. High MFI-titer of IgG was maintained 7 weeks after skin transplants (n =3 at each time point). (C) All 8 rats survived up to PTD-100 in Group-NS, whereas in Group-PS, 4 of the 8 animals died within PTD-4 (P = 0.02 by a log-rank test). (D–M) All data were given as the mean ± standard error of the mean (SEM, n =5 at each time point in both groups). P-values by 2-way repeated-measurement ANOVA (intergroup differences) are shown in the lower right or upper left corner of the graphs. P-values <0.05 at each time point by Bonferroni’s post-hoc tests are summarized as follows: *: P <0.05, †: P <0.01, ‡: P <0.001. ALP, alkaline phosphatase; ALT, alanine aminotransferase; ANOVA, analysis of variance; AST, aspartate aminotransferase; D-Bil, direct bilirubin; DSA, donor-specific anti-human leukocyte antigen antibodies; MFI, mean fluorescence intensity; NS, non-sensitized; OLT, Orthotopic liver transplantation; PS, pre-sensitized; PTD, post-transplant day; PT-INR, prothrombin time and international normalized ratio; T-Bil, total bilirubin.
3.1.2 Animal survival
As shown in Figure 2C, all rats survived up to PTD-100 in Group-NS, whereas 4 of 8 rats died within PTD-4 in Group-PS (n = 8 each, P = 0.02).
3.1.3 DSAs, biochemistry, hematology, and coagulation tests
Group-PS showed significantly higher DSA-titers than Group-NS on PTD-7 (MFI of IgG: 87,100 vs 40,900, P <0.001; MFI of IgM: 30,500 vs 22,800, P <0.01, Figures 2D, E, respectively). Serum transaminase levels were significantly higher in Group-PS than in Group-NS (ALT: 447 vs 223 IU/L, P =0.01 on PTD-1, Figures 2F, G). Notably, biliary damage markers, i.e., ALP: 519 vs 227 IU/L; T-Bil: 4.0 vs 0.3 mg/dL; D-Bil: 3.5 vs 0.1 mg/dL; and total bile acid: 334 vs 133 nmol/mL, were all significantly deteriorated in Group-PS on PTD-7 (all P <0.001, Figures 2H–K). Moreover, thrombocytopenia (57.6 vs 40.0 x 104/µL, P <0.01, Figure 2L) and coagulation disorders (PT-INR: 0.91 vs 0.82, P =0.04, Figure 2M) were also observed in Group-PS on PTD-7 (n = 5 at each time point).
3.1.4 Histopathological evaluation
As shown in Figure 3A, liver tissues were significantly deteriorated in Group-PS compared to those in Group-NS (histopathology-score [h-score]: 0.7 vs 0.0, P <0.01 on PTD-1; 1.8 vs 0.2, P <0.001 on PTD-3; and 2.7 vs 1.0, P <0.001 on PTD-7). Also, C4d deposition was significantly more evident in Group-PS than in Group-NS (C4d-score: 2.5 vs 1.0, P <0.01 on PTD-7, Figure 3B). Accordingly, C4d+h-score was significantly higher in Group-PS than in Group-NS (2.4 vs 0.6, P <0.001 on PTD-3 and 5.3 vs 1.9, P <0.001 on PTD-7, Figure 3B). Taken together, these data demonstrate that Group-PS is a model that meets the Banff criteria (28) for AMR diagnosis.
Figure 3 Histopathological Evaluation between Group-NS vs. Group-PS. (A) Representative tissue sections stained with hematoxylin & eosin from both groups on post-transplant day (PTD)-1, -3, and -7. Histopathology-score (h-score) was significantly higher in Group-PS than in Group-NS (Intergroup difference by 2-way ANOVA: P <0.001; time-point assessment by Bonferroni’s post-tests: †P <0.01 on PTD-1, ‡P <0.001 on PTD-3 and -7). Scale bars indicate 100μm. (B) Representative C4d immunostaining from both groups on PTD-1, -3, and -7. More C4d deposition in transplanted liver tissues was observed in Group-PS than in Group-NS, especially in the portal region and sinusoids (C4d-score on PTD-7, †P <0.01). C4d+h-score was significantly higher in Group-PS than in Group-NS (‡P <0.001 on PTD-3 and ‡P <0.001 on PTD-7). Scale bars indicate 100μm. NS, non-sensitized; OLT, Orthotopic liver transplantation; PS, pre-sensitized; PTD, post-transplant day.
3.2 Experiment-II
3.2.1 Verification of the complement inhibitory effect of Anti-C5 antibody
First, the complement inhibitory effect of Anti-C5 was verified by measuring the transition of hemolytic activity (CH50). An intravenous injection of 20 mg/kg immediately down-regulated CH50, but the complement activity gradually recovered thereafter and returned the pre-administered value on Day-7 (Figure 4A). Therefore, two doses of 20 mg/kg on Day-0 and -3 was then tested (n =3 each), demonstrating that complement activity was inhibited and maintained for at least 7 days (Figure 4B). Two doses of 20 mg/kg on Day-0 and -3 was thus adopted hereafter.
Figure 4 Serum Complement Activities, Animal Survival, and Post-transplant Data: Group-PS+Anti-C5 vs. Group-PS. (A, B) Rat anti-C5 antibody (TPP-903, 20 mg/kg) was injected intravenously once (A) day-0 only) or twice (B), day-0 and -3) into naïve rats, and serum complement activity was determined by CH50 measurement on day-0 (4 and 8 h after injection), -1, -2, -3, -4 and -7. (C) All 8 rats survived up to PTD-100 in Group-PS+Anti-C5, while 4 of the 8 animals died within PTD-4 in Group-PS (P = 0.02 by a log-rank test). (D–M) All data were given as the mean ± SEM (n =5 at each time point in both groups). P-values by 2-way repeated-measurement ANOVA (intergroup differences) are shown in the lower right or upper left corner of the graphs. P-values <0.05 at each time point by Bonferroni’s post-hoc tests are summarized as follows: *: P <0.05, †: P <0.01, ‡: P <0.001. ALP, alkaline phosphatase; ALT, alanine aminotransferase; ANOVA, analysis of variance; D-Bil, direct bilirubin; DSA, donor-specific anti-human leukocyte antigen antibodies; MFI, mean fluorescence intensity; NS, non-sensitized; OLT, Orthotopic liver transplantation; PS, pre-sensitized; PTD, post-transplant day; PT-INR, prothrombin time and international normalized ratio; T-Bil, total bilirubin.
3.2.2 Animal survival
In Group-PS, 4 of 8 rats died within PTD-4 (50% survival); however, Anti-C5 administration significantly improved animal survival to 100% up to PTD-100 (n = 8 each, P = 0.02, Figure 4C).
3.2.3 DSAs, biochemistry, hematology, and coagulation tests
As presented in Figures 4D, E, post-transplant Anti-C5 treatment significantly decreased both IgG- and IgM-DSA titers (P =0.03 and 0.049, respectively). This amelioration was followed by significant reduction of ALP, T-Bil, D-Bil, total bile acid, and PT-INR, compared to those in Group-PS (all P <0.001 by 2-way ANOVA). In time-point assessments, Group-PS+Anti-C5 showed significantly lower IgG-DSA titer than in Group-PS (P =0.01 on PTD-7, Figure 4D). Though statistically not significant, AST and ALT tended to be lowered in Group-PS+Anti-C5 (Figures 4F, G). More importantly, biliary injuries, ALP, T-Bil, D-Bil, and total bile acid, were all significantly ameliorated in Group-PS+Anti-C5 than in Group-PS (all P <0.001). Of these, the therapeutic effect on PTD-7 was particularly prominent (ALP: 245 vs 519 IU/L, P <0.01; T-Bil: 0.7 vs 4.0 mg/dL, P <0.001; D-Bil: 0.4 vs 3.5 mg/dL, P <0.001; and total bile acid: 181 vs 363 nmol/mL, P <0.01, Figures 4H–K, respectively). Coagulation disorders (PT-INR) was also significantly improved (Figures 4L, M).
3.2.4 Histopathological evaluation
Figure 5 illustrates representative tissue sections with H.E. (Figure 5A) and C4d staining (Figure 5B) in both groups. Anti-C5 administration significantly improved liver tissue damages in Group-PS (h-score, P <0.001), and significantly attenuated C4d deposition (C4d-score, P <0.001). Collectively, C4d+h-score was significantly lowered by Anti-C5 treatment (P <0.001).
Figure 5 Histopathological Evaluation: Group-PS vs. Group-PS+Anti-C5. (A) Representative tissue sections stained with hematoxylin & eosin in Group-PS +Anti-C5 on PTD-1, -3, and -7. Anti-C5 antibody significantly reduced h-score compared to Group-PS (Figure 3), i.e., pre-sensitized but untreated controls, (Intergroup difference: P <0.001; time-point assessment by post-tests: †P <0.01 on PTD-1, ‡P <0.001 on PTD-3 and -7). Scale bars indicate 100μm. (B) Representative C4d immunostaining in Group-PS+Anti-C5 on PTD-1, -3, and -7. As seen, C4d deposition was significantly attenuated by post-transplant anti-C5 administration compared to Group-PS (Figure 3). C4d+h-score was thus significantly lowered in Group-PS+Anti-C5 than that in Group-PS (†P <0.01 on PTD-3 and ‡P <0.001 on PTD-7). Scale bars indicate 100μm. NS, non-sensitized; OLT, Orthotopic liver transplantation; PS, pre-sensitized; PTD, post-transplant day.
3.2.5 Complement activity and inflammatory cytokines
CH50 was significantly lower in Group-PS+Anti-C5 than in Group-PS (P <0.001 by 2-way ANOVA, 7.3 vs 41.2 CH50/mL on PTD-1, P <0.001 and 39.7 vs 61.5 CH50/mL on PTD-3, P =0.02, Figure 6A).
Consistently, serum IFN-γ was significantly decreased by Anti-C5 administration on PTD-3 (41 vs 231 pg/mL, P <0.01, Figure 6B). Though statistically not significant, TNF-α and IL-1β also showed similar trend (Figure 6B).
Figure 6 Serum Complement Activities and Inflammatory Cytokines. (A) CH50 was significantly lowered in Group-PS+Anti-C5 than in Group-PS (inter-group difference: P <0.001 by 2-way ANOVA; time-point assessment by Bonferroni’s post-tests: ‡P <0.001 on PTD-1 and *P =0.02 on PTD-3). (B) IFN-g was significantly decreased by Anti-C5 administration on PTD-3 (41 vs 231 pg/mL, P <0.01). Though statistically not significant, TNF-a and IL-1b were also decreased by Anti-C5 administration on PTD-3. Student’s t-test was conducted to compare two groups. ANOVA, analysis of variance; IFN, interferon; IL, interleukin; OLT, Orthotopic liver transplantation; PS, pre-sensitized; PTD, post-transplant day; TNF, tumor necrosis factor.
3.2.6 Upregulated DEGs in Group-PS compared to Group-NS
Of the 9,543 genes analyzed, we identified 575 DEGs upregulated in LT-AMR on PTD-3 (Group-PS vs. Group-NS), 12 of which were involved in the complement functions according to the Rat Genome Database (33). As listed in Suppl. Table 1, 6 genes were directly associated with the complement cascades. In particular, Ptx3, Tfpi2, and C1qtnf6, were specific to the classical pathway.
3.2.7 Gene set enrichment analysis
Liver specimens on PTD-3 were used for RNA-Seq to evaluate complement-related genes. MSigDB GSEA was carried out between Groups-PS and Group-NS. Of the top 20 significant (adjusted P-value <0.05) gene sets enriched, 14 were activated in Group-PS (of interest, Complement, IFN-α response, Allograft rejection, IFN-γ response, and TNF-α signaling via NF-κB) and 6 were suppressed (top gene set, Oxidative phosphorylation, Figure 7A, Supplemental Table 2). On the other hand, the MSigDB GSEA results comparing Groups-PS+Anti-C5 and Group-PS revealed that Anti-C5 treatment suppressed Complement, IFN-α response, Allograft rejection, IFN-γ response, and TNF-α signaling via NF-κB, and activated Oxidative phosphorylation (Figure 7B, Supplemental Table 3). A deeper analysis was carried out for the MSigDB Complement gene set, and the DEGs therein were filtered and graphed as a heatmap. This displayed that all DEGs were upregulated in Group-PS (Figure 7A). When these activated complement-associated genes in Group-PS were compared to those in Groups-PS+Anti-C5, a trend of downregulation was observed in Groups-PS+Anti-C5 (Figure 7B).
Figure 7 Gene Set Enrichment Analysis. (A) RNA-Seq was performed using 3 replicates of transplanted liver tissues on PTD-3 in Group-NS and Group-PS. From the top 20 significant gene sets enriched; 14 sets including Complement gene set were activated in Group-PS and 6 suppressed. The DEGs from the Complement gene set showed that all DEGs were upregulated in Group-PS. (B) RNA-Seq was performed using 3 replicates of transplanted liver tissues on PTD-3 in Group-PS and Group-PS+Anti-C5. Anti-C5 treatment suppressed Complement gene set. When the activated complement-associated genes in Group-PS were compared to the Groups-PS+Anti-C5, a trend of downregulation was observed. IFN, interferon; IL, interleukin; JAK, Janus kinase; KRAS, Kirsten rat sarcoma virus; NES, normalized enrichment score; NF, nuclear factor; NS, non-sensitized; PS, pre-sensitized; STAT, signal transducer and activator of transcription; UV, ultraviolet.
3.2.8 Downregulated DEGs in Group-PS+Anti-C5 compared to Group-PS
Of the 9,543 genes analyzed, volcano plot analysis identified 22 downregulated genes in Group-PS+Anti-C5 compared to Group-PS on PTD-3 (Figure 8A, Table 1). Heat map analysis revealed that these genes clearly distinguish Group-PS+Anti-C5 from Group-PS (Figure 8B). The STRING database analysis (https://string-db.org) showed that seven genes, Nfkb2, Ripk2, Birc3, Map3k1, Tnfrsf12a, Klf6, and Enc1 were highly associated with at least one of them (Figure 8C). Of these, gene expressions by DESeq2 normalized counts in Nfkb2, Ripk2, Birc3, Map3k1, and Klf6 were significantly down-regulated in Group-PS+Anti-C5 than those in Group-PS, suggesting that regulation of these five and their related genes contributed to the AMR alleviation by Anti-C5.
Figure 8 Downregulated differentially expressed genes in Group-PS+Anti-C5 compared to Group-PS. (A) RNA-Seq analyses were performed using 3 replicates of transplanted liver tissues on PTD-3 in Group-PS and Group-PS+Anti-C5. Of the 9,543 genes analyzed, volcano plot analysis identified 22 downregulated genes in Group-PS+Anti-C5 compared to those in Group-PS. (B) Heatmap analysis demonstrated Group-PS+Anti-C5 was clearly distinguished from Group-PS by 22 genes identified. (C) The STRING database analysis showed that seven genes, Nfkb2, Ripk2, Birc3, Map3k1, Tnfrsf12a, Klf6, and Enc1 were highly associated with at least one of them. Of these, Group-PS+Anti-C5 showed significantly lower gene expression by DESeq2 normalized counts in Nfkb2, Ripk2, Birc3, Map3k1, and Klf6 than Group-PS. FC, fold change; PS, pre-sensitized; RNA-Seq, RNA sequencing.
3.2.9 Long-term evaluation
In a long-term evaluation on PTD-100, IgG- and IgM-DSA titers were still significantly lowered in Group-PS+Anti-C5 than in Group-PS (P =0.03 and 0.01, respectively). In line, AST (P =0.04), ALP (P =0.02), T-Bil (P =0.04), and D-Bil (P =0.02) were also significantly lower in Group-PS+Anti-C5 than in Group-PS (Figure 9A). Serum hyaluronic acid, a well-known parameter of liver fibrosis, was significantly lower in Group-PS+Anti-C5 than in Group-PS (P =0.02). Severe thrombocytopenia in Group-PS (6.5 x 104/µL) was significantly ameliorated by Anti-C5 administration (38.6 x 104/µL, P <0.01), and the inter-group difference was more pronounced in the long-term. Consistently, fibrotic/cirrhotic change of transplanted livers was also significantly improved by Anti-C5 treatment both macro- and microscopically (Masson Trichrome staining) with lower h-score (1.0 vs. 2.1, P =0.01, Figure 9B).
Figure 9 Long-term alterations on PTD-100: Group-PS+Anti-C5 vs. Group-PS. Student’s t-test was conducted to compare two groups. (A) Just two doses of Anti-C5 administration on PTD-0 and -3 significantly decreased AST (P =0.04), ALP (P =0.02), T-Bil (P =0.04), and D-Bil (P =0.02) than those in Group-PS even on PTD-100. Hyaluronic acid, a marker for liver fibrosis, was also significantly lowered in Group-PS+Anti-C5 than in Group-PS (P =0.02). Of note, peripheral platelet count was 6-times higher in Group-PS+Anti-C5 than that in Group-PS (P <0.01). Just 2 doses of Anti-C5 administration on PTD-0 and -3 maintained significantly lower DSA- titers than in Group-PS (IgG: P =0.03 and IgM: P =0.01) at least up to PTD-100. (B) Anti-C5 administration significantly attenuated liver fibrosis macro- and microscopically (H.E. and Masson Trichrome staining). Histopathology-score (h-score) was significantly lowered compared with that in Group-PS on PTD-100 (P =0.01). Scale bars indicate 100µm. *: P <0.05, †: P <0.01. ALP, alkaline phosphatase; ALT, alanine aminotransferase; ANOVA, analysis of variance; AST, aspartate aminotransferase; D-Bil, direct bilirubin; DSA, donor-specific anti-human leukocyte antigen antibodies; MFI, mean fluorescence intensity; PS, pre-sensitized; PTD, post-transplant day; T-Bil, total bilirubin.
4 Discussion
To date, several methods of pre-sensitization have been reported in rodent AMR models, including skin (21, 34, 35), splenocyte (29, 36), and blood sensitization (37). All these methods are, however, for AMR models of kidney or heart transplantation, and no robust LT-AMR models have yet to be established thus far. In the present study, we developed a new rodent model of LT-AMR. Since the expected rejection did not occur with splenocyte sensitization (data not shown), we employed skin transplant for pre-sensitization. Unlike sensitization with splenocytes or blood cells, skin transplant is a tissue transplant; therefore, it may strongly sensitize T cells as well as B cells. We thus adopted simultaneous ALUM injection just beneath the skin graft to efficiently sensitize B cells (24). Another unique feature of our LT-AMR model is that the interval from pre-sensitization to LT was set at 4–6 weeks. Although shorter intervals have been reported, e.g., 5 days (36), 1 week (21, 29), and 2 weeks (34), it takes about 2 weeks after immunization for the immune response to peak at germinal centers, the main source of memory B cells and long-lived plasma cells, even in rodents (38). Although the transplanted skin was rejected and spontaneously shed 4 weeks after skin transplants, DSA-IgG remained high in titer after 4 weeks, probably due to the simultaneous ALUM injection. Consequently, our model is, to our knowledge, the first small animal model that meets all the Banff diagnostic criteria for LT-AMR.
Tacrolimus is essential to control TCMR, allowing us to investigate short-term as well as long-term outcomes. Recipient rats not receiving tacrolimus died around 10 days after OLT (39, 40), but all rats in Group-NS survived up to 100 days by just one week of daily tacrolimus administration. Since persistent exposure to high DSA titers after LT is associated with increased susceptibility to liver fibrosis in the late post-transplant period (41), Group-PS, i.e., preceding skin transplant + simultaneous ALUM injection followed by target organ transplant 4 weeks later, is a useful experimental model to evaluate the impact of DSA on long-term outcomes after OLT. In fact, Group-PS represents characteristic biliary damages in LT-AMR, i.e., significant increases of ALP, marked jaundice with D-Bil predominance, and elevated TBA from early to chronic phases, eventually leading to biliary cirrhosis. All these deleterious alterations in intra-hepatic bile ducts were significantly ameliorated by just 2 doses of anti-C5 antibody on PTD-1 and -3, suggesting the importance of complement inhibition in the early phase of AMR development.
It would be of great interest to investigate the detailed mechanisms underlying the significant reduction of DSA titers and its sustained therapeutic effects achieved by early post-transplant anti-C5 treatment. Allograft rejection produces proinflammatory cytokines such as IFN-γ, TNF-α, and IL-1β, which in turn, activate HLA class II molecules expression on vascular endothelial cells (42), drive immunoglobulin class-switch recombination (43), and induce B-cell activation and differentiation to antibody-producing plasma cells (44). Anti-C5 antibody regulates not only inflammatory cytokines but also complement fragment C5a, well-known as a strong anaphylatoxin (16, 45), thereby attenuating AMR and DSA production. Consistently, it has been reported that post-transplant administration of tocilizumab, an anti-IL-6 receptor antibody, alleviates chronic AMR and decreases DSA titers in HLA-sensitized kidney transplant patients, supporting our surmise aforementioned (46). We also demonstrated that just a single dose of Anti-C5 antibody ameliorates not only hepatic ischemia/reperfusion injury (16) but also fulminant hepatitis/acute liver failure in murine models (17), dominantly via the C5a-mediated cascade. Since the antigen-antibody reaction and the complement cascades enhance/amplify each other (18–20), early blockade/prophylaxis of such vicious cycle undoubtedly contributes to the sustained reduction of DSA titers. These results suggest the potential of combined use of pre-transplant rituximab and post-transplant Anti-C5 treatment as a promising strategy in high-risk transplants for AMR, e.g., DSA-positive or blood-type incompatible cases.
AMR was effectively treated with anti-C5 antibody in this study. RNA-Seq analysis identified Nfkb2, Ripk2, Birc3, and Map3k1 as key genes for AMR mitigation by anti-C5 antibody. NF-κB is a central mediator of pro-inflammatory responses and functions in both innate and adaptive immune cells (47). Ripk2 is essential for NF-κB activation (48). Map3k1 regulates numerous intracellular signaling pathways involved in inflammation and apoptosis (49). Birc3 activates the NF-κB and MAPK pathways (50). Collectively, the significant improvement in LT-AMR by anti-C5 antibodies was at least substantially attributable to the attenuation of the inflammatory cycle. In fact, significant down-regulation of IFN-γ, a well-known enhancer of rejection (39), on PTD-3 also supports the above mechanism.
To further investigate the alterations of complement-related genes in LT-AMR and thereby to assess which complement pathway is predominantly involved in LT-AMR, we have analyzed the DEGs in Group-PS compared to the Group-NS. Of the 575 DEGs upregulated in LT-AMR, 12 of which were involved in the complement cascades. In particular, Ptx3, Tfpi2, and C1qtnf6 were specific to the classical pathway. Complement C1 plays a pivotal role in the classical pathway and its antibody-mediated activation is well-known to cause allograft damage via activated C1q complex binding to antigen-antibody complexes (1, 18, 51, 52). In fact, C1q binding assays are widely used in clinical practice to identify antibodies with high complement binding capacity (51, 53). Our data, Ptx3, Tfpi2, and C1qtnf6 up-regulation in LT-AMR, suggests the significant contribution of the classical pathway in the pathogenesis of LT-AMR.
Of interest, however, most of the 22 DEGs identified in the comparison of Group-PS+Anti-C5 and Group-PS were not specific to the complement pathways and associated with inflammation (Figure 8). Since hepatocytes are responsible for the biosynthesis of 80-90% plasma complement components (54), it may be plausible that complement components produced immediately after LT are relatively less rather than those of the inflammatory storm during the acute phase of AMR. This may be a characteristic phenomenon after LT, and it would be interesting to analyze DEGs in an AMR model after other organ transplants in which liver synthetic function remains normal throughout. Besides, the timing of the measurement is also very important. In this study, we used the liver tissues on PTD-3; however, the results on PTD-1 and -100 may be different from that on PTD-3. Such spatial and temporal analyses after liver and other organ transplant at multiple time-points in both the short- and long-term are of great interest in terms of complement-associated immunology after transplantation, and should be the subject of detailed investigations.
Rituximab dramatically improved the outcomes of ABOi organ transplantations and has become a game changer in ABOi-LDLT (2–5); however, it takes 2-3 weeks after rituximab administration for CD19+CD20- antibody-secreting B cells, e.g., short-lived plasma cells and/or plasmablasts to decrease sufficiently (6). Thus, the same strategy cannot be applied to emergent transplants, such as deceased-donor LTs in general or urgent ABOi-LDLT for acute liver failure, etc. Our results suggest that if patients cannot afford to wait 2-3 weeks after receiving rituximab, combined use of prophylactic administration of pre-transplant rituximab and post-transplant eculizumab may be able to suppress AMR.
As for anti-rat C5 antibody, ATM-602 has been used so far with inhibitory activity against mouse, rat, and human C5. Recently, a highly purified form of ATM-602, TPP-903 (ATM-602 rat IgG1) was successfully developed (55). TPP-903, used in this study, exerts strong cross reactivity against not only human but also rodent C5 such as rats and mice. To our knowledge, TPP-903 was the most stable antibody that inhibits rat C5 when we started this study in 2020. More antibodies for rats targeting not only C5 but other complement components would further advance complement research. Further, a long-acting anti-C5 antibody, ravulizumab, has become available for use in humans (56, 57). In the near future, it would be of interest to test long-acting anti-rat C5 antibodies in the current LT-AMR model, especially for both emergent and prophylactic use in a variety of AMR.
The current study has several limitations. First, this is an animal study using a rodent AMR model. The anti-C5 antibody for rats showed efficacy against AMR, but further validation in clinical settings is needed to apply the current results to clinical practice. Second, TCMR may not have been completely controlled by 1-week tacrolimus alone. However, in clinical practice, mixed AMR and TCMR, rather than AMR alone, is more often, implying that this model mimics actual clinical conditions. Third, there are limitations on animal species. Cell surface markers and the immune system are less evident in rats than in mice, which has long been a barrier to a detailed immunological assessment in rats. In contrast to the well-established DA-to-LEW rat model (39, 40, 58), however, a standardized mouse rejection model in LT has not yet been developed. This is why we adopted the DA-to-LEW rat OLT model.
In conclusion, we newly developed a rodent model of LT-AMR that meets all the Banff diagnostic criteria for AMR and thereby demonstrated the efficacy of anti-C5 antibody for the refractory LT-AMR. Complement-targeted therapies may play more important roles in the clinical practice of organ transplantation.
Data availability statement
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: PRJNA946923 (SRA).
Ethics statement
The animal study was reviewed and approved by Animal Research Committee of Kyoto University.
Author contributions
TTa and KH designed the study. TTa, KH, JK, and HM participated in the performance of the research. TTa, KH, JK, HM, JB, SK, XZ, S-KK, TTs, VK, TW, SU, and EH participated in the analysis and interpretation of data. TTa and KH wrote the manuscript, and EH edited the final version of the draft. KH obtained the research grant. All the authors approved the final version of the article
Funding
This work was supported by a research grant program from the Japanese Association for Complement Research.
Acknowledgments
The authors thank Alexion Pharmaceuticals for providing the antibody, TPP-903, and the Center for Anatomical, Pathological & Forensic Medical Research, Kyoto University Graduate School of Medicine, for their skillful technical assistance.
Conflict of interest
S-KK is an employee of Alexion Pharmaceuticals.
The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fimmu.2023.1186653/full#supplementary-material
References
1. Loupy A, Lefaucheur C. Antibody-mediated rejection of solid-organ allografts. N Engl J Med (2018) 379(12):1150–60. doi: 10.1056/NEJMra1802677
2. Egawa H, Teramukai S, Haga H, Tanabe M, Mori A, Ikegami T, et al. Impact of rituximab desensitization on blood-type-incompatible adult living donor liver transplantation: a Japanese multicenter study. Am J Transplant (2014) 14(1):102–14. doi: 10.1111/ajt.12520
3. Song GW, Lee SG, Hwang S, Kim KH, Ahn CS, Moon DB, et al. ABO-incompatible adult living donor liver transplantation under the desensitization protocol with rituximab. Am J Transplant (2016) 16(1):157–70. doi: 10.1111/ajt.13444
4. Tajima T, Hata K, Haga H, Kusakabe J, Kageyama S, Yurugi K, et al. Risk factors for antibody-mediated rejection in ABO blood-type incompatible and donor-specific antibody-positive liver transplantation. Liver Transpl (2023). doi: 10.1097/LVT.0000000000000084
5. Tajima T, Hata K, Kusakabe J, Hatano E. Reply: we still need to deal with antibody-mediated rejection in living donor liver transplantation. Liver Transpl (2023). doi: 10.1097/LVT.0000000000000134
6. Tajima T, Hata K, Okajima H, Nishikori M, Yasuchika K, Kusakabe J, et al. Bortezomib against refractory antibody-mediated rejection after ABO-incompatible living-donor liver transplantation: dramatic effect in acute-phase? Transplant Direct (2019) 5(10):e491. doi: 10.1097/TXD.0000000000000932
7. Kaneku H, O'Leary JG, Banuelos N, Jennings LW, Susskind BM, Klintmalm GB, et al. De novo donor-specific HLA antibodies decrease patient and graft survival in liver transplant recipients. Am J Transplant (2013) 13(6):1541–8. doi: 10.1002/ajt.12212
8. O'Leary JG, Kaneku H, Banuelos N, Jennings LW, Klintmalm GB, Terasaki PI. Impact of IgG3 subclass and C1q-fixing donor-specific HLA alloantibodies on rejection and survival in liver transplantation. Am J Transplant (2015) 15(4):1003–13. doi: 10.1111/ajt.13153
9. Ricklin D, Mastellos DC, Reis ES, Lambris JD. The renaissance of complement therapeutics. Nat Rev Nephrol (2018) 14(1):26–47. doi: 10.1038/nrneph.2017.156
10. Matis LA, Rollins SA. Complement-specific antibodies: designing novel anti-inflammatories. Nat Med (1995) 1(8):839–42. doi: 10.1038/nm0895-839
11. Merle NS, Noe R, Halbwachs-Mecarelli L, Fremeaux-Bacchi V, Roumenina LT. Complement system part II: role in immunity. Front Immunol (2015) 6:257. doi: 10.3389/fimmu.2015.00257
12. Hillmen P, Young NS, Schubert J, Brodsky RA, Socie G, Muus P, et al. The complement inhibitor eculizumab in paroxysmal nocturnal hemoglobinuria. N Engl J Med (2006) 355(12):1233–43. doi: 10.1056/NEJMoa061648
13. Legendre CM, Licht C, Muus P, Greenbaum LA, Babu S, Bedrosian C, et al. Terminal complement inhibitor eculizumab in atypical hemolytic-uremic syndrome. N Engl J Med (2013) 368(23):2169–81. doi: 10.1056/NEJMoa1208981
14. Howard JF Jr., Utsugisawa K, Benatar M, Murai H, Barohn RJ, Illa I, et al. Safety and efficacy of eculizumab in anti-acetylcholine receptor antibody-positive refractory generalised myasthenia gravis (REGAIN): a phase 3, randomised, double-blind, placebo-controlled, multicentre study. Lancet Neurol (2017) 16(12):976–86. doi: 10.1016/S1474-4422(17)30369-1
15. Pittock SJ, Berthele A, Fujihara K, Kim HJ, Levy M, Palace J, et al. Eculizumab in aquaporin-4-Positive neuromyelitis optica spectrum disorder. N Engl J Med (2019) 381(7):614–25. doi: 10.1056/NEJMoa1900866
16. Kusakabe J, Hata K, Tamaki I, Tajima T, Miyauchi H, Wang Y, et al. Complement 5 inhibition ameliorates hepatic ischemia/reperfusion injury in mice, dominantly via the C5a-mediated cascade. Transplantation (2020) 104(10):2065–77. doi: 10.1097/TP.0000000000003302
17. Kusakabe J, Hata K, Miyauchi H, Tajima T, Wang Y, Tamaki I, et al. Complement-5 inhibition deters progression of fulminant hepatitis to acute liver failure in murine models. Cell Mol Gastroenterol Hepatol (2021) 11(5):1351–67. doi: 10.1016/j.jcmgh.2021.01.001
18. Stegall MD, Chedid MF, Cornell LD. The role of complement in antibody-mediated rejection in kidney transplantation. Nat Rev Nephrol (2012) 8(11):670–8. doi: 10.1038/nrneph.2012.212
19. Djamali A, Kaufman DB, Ellis TM, Zhong W, Matas A, Samaniego M. Diagnosis and management of antibody-mediated rejection: current status and novel approaches. Am J Transplant (2014) 14(2):255–71. doi: 10.1111/ajt.12589
20. Grafals M, Thurman JM. The role of complement in organ transplantation. Front Immunol (2019) 10:2380. doi: 10.3389/fimmu.2019.02380
21. Rother RP, Arp J, Jiang J, Ge W, Faas SJ, Liu W, et al. C5 blockade with conventional immunosuppression induces long-term graft survival in presensitized recipients. Am J Transplant (2008) 8(6):1129–42. doi: 10.1111/j.1600-6143.2008.02222.x
22. Glotz D, Russ G, Rostaing L, Legendre C, Tufveson G, Chadban S, et al. Safety and efficacy of eculizumab for the prevention of antibody-mediated rejection after deceased-donor kidney transplantation in patients with preformed donor-specific antibodies. Am J Transplant (2019) 19(10):2865–75. doi: 10.1111/ajt.15397
23. Marks WH, Mamode N, Montgomery RA, Stegall MD, Ratner LE, Cornell LD, et al. Safety and efficacy of eculizumab in the prevention of antibody-mediated rejection in living-donor kidney transplant recipients requiring desensitization therapy: a randomized trial. Am J Transplant (2019) 19(10):2876–88. doi: 10.1111/ajt.15364
24. Mbow ML, De Gregorio E, Ulmer JB. Alum's adjuvant action: grease is the word. Nat Med (2011) 17(4):415–6. doi: 10.1038/nm0411-415
25. Hata K, Tolba RH, Wei L, Doorschodt BM, Buttner R, Yamamoto Y, et al. Impact of polysol, a newly developed preservation solution, on cold storage of steatotic rat livers. Liver Transpl (2007) 13(1):114–21. doi: 10.1002/lt.20957
26. Okamura Y, Hata K, Tanaka H, Hirao H, Kubota T, Inamoto O, et al. Impact of subnormothermic machine perfusion preservation in severely steatotic rat livers: a detailed assessment in an isolated setting. Am J Transplant (2017) 17(5):1204–15. doi: 10.1111/ajt.14110
27. Kamada N, Calne RY. Orthotopic liver transplantation in the rat. technique using cuff for portal vein anastomosis and biliary drainage. Transplantation (1979) 28(1):47–50. doi: 10.1097/00007890-197907000-00011
28. Demetris AJ, Bellamy C, Hubscher SG, O'Leary J, Randhawa PS, Feng S, et al. Comprehensive update of the banff working group on liver allograft pathology: introduction of antibody-mediated rejection. Am J Transplant (2016) 16(10):2816–35. doi: 10.1111/ajt.13909
29. Chandran SR, Mulley WR, Kanellis J, Nikolic-Paterson DJ, Ma FY. A model of acute antibody-mediated renal allograft rejection in the sensitized rata. Exp Clin Transplant (2018) 16(3):294–300. doi: 10.6002/ect.2016.0316
30. Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol (2014) 15(12):550. doi: 10.1186/s13059-014-0550-8
31. Lin J, Chen L, Wu D, Lin J, Liu B, Guo C. Potential diagnostic and prognostic values of CBX8 expression in liver hepatocellular carcinoma, kidney renal clear cell carcinoma, and ovarian cancer: a study based on TCGA data mining. Comput Math Methods Med (2022) 2022:1372879. doi: 10.1155/2022/1372879
32. Jedroszka D, Orzechowska M, Hamouz R, Gorniak K, Bednarek AK. Markers of epithelial-to-mesenchymal transition reflect tumor biology according to patient age and Gleason score in prostate cancer. PloS One (2017) 12(12):e0188842. doi: 10.1371/journal.pone.0188842
33. Rat genome database . Available at: https://rgd.mcw.edu/rgdweb/homepage/ (Accessed May 5, 2023).
34. Kohei N, Tanabe T, Horita S, Omoto K, Ishida H, Yamaguchi Y, et al. Sequential analysis of donor-specific antibodies and pathological findings in acute antibody-mediated rejection in a rat renal transplantation model. Kidney Int (2013) 84(4):722–32. doi: 10.1038/ki.2013.117
35. Zhao D, Liao T, Li S, Zhang Y, Zheng H, Zhou J, et al. Mouse model established by early renal transplantation after skin allograft sensitization mimics clinical antibody-mediated rejection. Front Immunol (2018) 9:1356. doi: 10.3389/fimmu.2018.01356
36. Ramessur Chandran S, Han Y, Tesch GH, Di Paolo J, Mulley WR, Kanellis J, et al. Inhibition of spleen tyrosine kinase reduces renal allograft injury in a rat model of acute antibody-mediated rejection in sensitized recipients. Transplantation (2017) 101(8):e240–e8. doi: 10.1097/TP.0000000000001826
37. Minami K, Murata K, Lee CY, Fox-Talbot K, Wasowska BA, Pescovitz MD, et al. C4d deposition and clearance in cardiac transplants correlates with alloantibody levels and rejection in rats. Am J Transplant (2006) 6(5 Pt 1):923–32. doi: 10.1111/j.1600-6143.2006.01281.x
38. Elsner RA, Shlomchik MJ. Germinal center and extrafollicular b cell responses in vaccination, immunity, and autoimmunity. Immunity (2020) 53(6):1136–50. doi: 10.1016/j.immuni.2020.11.006
39. Obara H, Nagasaki K, Hsieh CL, Ogura Y, Esquivel CO, Martinez OM, et al. IFN-gamma, produced by NK cells that infiltrate liver allografts early after transplantation, links the innate and adaptive immune responses. Am J Transplant (2005) 5(9):2094–103. doi: 10.1111/j.1600-6143.2005.00995.x
40. Fujiki M, Esquivel CO, Martinez OM, Strober S, Uemoto S, Krams SM. Induced tolerance to rat liver allografts involves the apoptosis of intragraft T cells and the generation of CD4(+)CD25(+)FoxP3(+) T regulatory cells. Liver Transpl (2010) 16(2):147–54. doi: 10.1002/lt.21963
41. Miyagawa-Hayashino A, Yoshizawa A, Uchida Y, Egawa H, Yurugi K, Masuda S, et al. Progressive graft fibrosis and donor-specific human leukocyte antigen antibodies in pediatric late liver allografts. Liver Transpl (2012) 18(11):1333–42. doi: 10.1002/lt.23534
42. Jin YP, Valenzuela NM, Zhang X, Rozengurt E, Reed EF. HLA class II-triggered signaling cascades cause endothelial cell proliferation and migration: relevance to antibody-mediated transplant rejection. J Immunol (2018) 200(7):2372–90. doi: 10.4049/jimmunol.1701259
43. Nutt SL, Hodgkin PD, Tarlinton DM, Corcoran LM. The generation of antibody-secreting plasma cells. Nat Rev Immunol (2015) 15(3):160–71. doi: 10.1038/nri3795
44. Jordan SC, Choi J, Kim I, Wu G, Toyoda M, Shin B, et al. Interleukin-6, a cytokine critical to mediation of inflammation, autoimmunity and allograft rejection: therapeutic implications of IL-6 receptor blockade. Transplantation (2017) 101(1):32–44. doi: 10.1097/TP.0000000000001452
45. Guo RF, Ward PA. Role of C5a in inflammatory responses. Annu Rev Immunol (2005) 23:821–52. doi: 10.1146/annurev.immunol.23.021704.115835
46. Shin BH, Everly MJ, Zhang H, Choi J, Vo A, Zhang X, et al. Impact of tocilizumab (Anti-IL-6R) treatment on immunoglobulins and anti-HLA antibodies in kidney transplant patients with chronic antibody-mediated rejection. Transplantation (2020) 104(4):856–63. doi: 10.1097/TP.0000000000002895
47. Liu T, Zhang L, Joo D, Sun SC. NF-kappaB signaling in inflammation. Signal Transduct Target Ther (2017) 2. doi: 10.1038/sigtrans.2017.23
48. Kobayashi K, Inohara N, Hernandez LD, Galan JE, Nunez G, Janeway CA, et al. RICK/Rip2/CARDIAK mediates signalling for receptors of the innate and adaptive immune systems. Nature (2002) 416(6877):194–9. doi: 10.1038/416194a
49. Morrell ED, O'Mahony DS, Glavan BJ, Harju-Baker S, Nguyen C, Gunderson S, et al. Genetic variation in MAP3K1 associates with ventilator-free days in acute respiratory distress syndrome. Am J Respir Cell Mol Biol (2018) 58(1):117–25. doi: 10.1165/rcmb.2017-0030OC
50. Ge L, Wang T, Shi D, Geng Y, Fan H, Zhang R, et al. ATF6alpha contributes to rheumatoid arthritis by inducing inflammatory cytokine production and apoptosis resistance. Front Immunol (2022) 13:965708. doi: 10.3389/fimmu.2022.965708
51. Loupy A, Lefaucheur C, Vernerey D, Prugger C, Duong van Huyen JP, Mooney N, et al. Complement-binding anti-HLA antibodies and kidney-allograft survival. N Engl J Med (2013) 369(13):1215–26. doi: 10.1056/NEJMoa1302506
52. Thorgersen EB, Barratt-Due A, Haugaa H, Harboe M, Pischke SE, Nilsson PH, et al. The role of complement in liver injury, regeneration, and transplantation. Hepatology (2019) 70(2):725–36. doi: 10.1002/hep.30508
53. Calp-Inal S, Ajaimy M, Melamed ML, Savchik C, Masiakos P, Colovai A, et al. The prevalence and clinical significance of C1q-binding donor-specific anti-HLA antibodies early and late after kidney transplantation. Kidney Int (2016) 89(1):209–16. doi: 10.1038/ki.2015.275
55. Kim S, Sun F, Voegtli W, Chen M, Ahasan M, Monikowski A, et al. TPP903, a novel anti-rat C5 IgG1, potently inhibits C5 activation in vitro and in vivo. Mol Immunol (2018) 102. doi: 10.1016/j.molimm.2018.06.123
56. Lee JW, Sicre de Fontbrune F, Wong Lee Lee L, Pessoa V, Gualandro S, Fureder W, et al. Ravulizumab (ALXN1210) vs eculizumab in adult patients with PNH naive to complement inhibitors: the 301 study. Blood (2019) 133(6):530–9. doi: 10.1182/blood-2018-09-876136
57. Rondeau E, Scully M, Ariceta G, Barbour T, Cataland S, Heyne N, et al. The long-acting C5 inhibitor, ravulizumab, is effective and safe in adult patients with atypical hemolytic uremic syndrome naive to complement inhibitor treatment. Kidney Int (2020) 97(6):1287–96. doi: 10.1016/j.kint.2020.01.035
Keywords: antibody-mediated rejection (AMR), liver transplantation, complement 5, eculizumab, donor-specific antibody (DSA)
Citation: Tajima T, Hata K, Kusakabe J, Miyauchi H, Badshah JS, Kageyama S, Zhao X, Kim S-K, Tsuruyama T, Kirchner VA, Watanabe T, Uemoto S and Hatano E (2023) Anti-complement 5 antibody ameliorates antibody-mediated rejection after liver transplantation in rats. Front. Immunol. 14:1186653. doi: 10.3389/fimmu.2023.1186653
Received: 20 March 2023; Accepted: 18 May 2023;
Published: 16 June 2023.
Edited by:
Guandou Yuan, The First Affiliated Hospital of Guangxi Medical University, ChinaReviewed by:
Vivek Kasinath, Harvard Medical School, United StatesFriedrich Thaiss, University of Hamburg, Germany
Copyright © 2023 Tajima, Hata, Kusakabe, Miyauchi, Badshah, Kageyama, Zhao, Kim, Tsuruyama, Kirchner, Watanabe, Uemoto and Hatano. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Koichiro Hata, a2hhdGFAa3VocC5reW90by11LmFjLmpw