Abstract
Non-invasively monitoring allogeneic graft rejection with a specific marker is of great importance for prognosis of patients. Recently, data revealed that IL-27Rα was up-regulated in alloreactive CD4+ T cells and participated in inflammatory diseases. Here, we evaluated whether IL-27Rα could be used in monitoring allogeneic graft rejection both in vitro and in vivo. Allogeneic (C57BL/6 donor to BALB/c recipient) and syngeneic (BALB/c both as donor and recipient) skin grafted mouse models were established. The expression of IL-27Rα in grafts was detected. The radio-probe, 125I-anti-IL-27Rα mAb, was prepared. Dynamic whole-body phosphor-autoradiography, ex vivo biodistribution and immunofluorescence staining were performed. The results showed that the highest expression of IL-27Rα was detected in allogeneic grafts on day 10 post transplantation (top period of allorejection). 125I-anti-IL-27Rα mAb was successfully prepared with higher specificity and affinity. Whole-body phosphor-autoradiography showed higher radioactivity accumulation in allogeneic grafts than syngeneic grafts on day 10. The uptake of 125I-anti-IL-27Rα mAb in allogeneic grafts could be almost totally blocked by pre-injection with excess unlabeled anti-IL-27Rα mAb. Interestingly, we found that 125I-anti-IL-27Rα mAb accumulated in allogeneic grafts, along with weaker inflammation earlier on day 6. The high uptake of 125I-anti-IL-27Rα mAb was correlated with the higher infiltrated IL-27Rα positive cells (CD3+/CD68+) in allogeneic grafts. In conclusion, IL-27Rα may be a novel molecular imaging marker to predict allorejection.
Keywords: IL-27Rα 1, allorejection 2, autoradiography imaging 3, biomarker 4, radioiodine 5
1. Introduction
Solid organ transplantation has been the most effective therapy for patients with end-stage organ failure [1]. However, acute rejection (AR) post allotransplantation greatly affects the prognosis of patients [2]. Considering that multiple immunosuppression therapies could control AR and prolong allogeneic graft survival [3], early diagnosis of AR is of great importance for graft survival and patient prognosis.
Currently, transplant biopsy is still the “gold-standard” for evaluating allogeneic graft rejection; however, its invasiveness and low sensitivity has greatly limited its application in the clinic [4,5]. The percentage of CD4+ CD25+ CD127− FOXP3+ Treg cells (regulatory T cells) in blood was reported in staging allogeneic graft rejection, but it only reflected the whole-body condition without specificity [6]. Recently, imaging-based detection, such as ultrasound imaging, magnetic resonance imaging (MRI) and nuclear molecular imaging, has quickly developed with the advantage of non-invasive diagnostics and visualization of the graft condition. However, the low sensitivity of CT (computed tomography)/MRI and non-specific imaging of nuclear molecular imaging with 18F-FDG (18F-labeled -fluorodeoxyglucose) seriously limits their clinical application [7,8]. Therefore, searching for a better targeting imaging biomarker in acute rejection is urgently needed for early diagnosis of allotransplantation rejection.
It has been reported that allogeneic grafts were infiltrated with many more T cells and macrophages, which could directly result in acute rejection [9,10]. Therefore, molecular markers expressed on T cells or macrophages may be used as a unique biomarker that indicates acute rejection. Recently it was reported that IL-27Rα, the specific subunit of the IL-27 receptor, highly expressed on T cells and macrophages, participates in a variety of inflammatory diseases [11,12,13,14]. Data revealed that over-expression of IL-27Rα increased CD8+ T cell recovery in heart allotransplantation mice treated with an immunosuppressant [11]. Blocking the IL-27 pathway prevented graft-versus-host disease (GVHD) [15], which suggested that IL-27 accelerates acute rejection.
Our previous study indicated that IL-27Rα was up-regulated in CD4+ T cells in acute allorejection [16]. Meanwhile, we also demonstrated that increased IL-27Rα expression promoted alloreactive spleen cell proliferation. These results strongly suggested that IL-27Rα may act as a highly specific predictor in allogeneic graft rejection. Here, we prepared the IL-27Rα-targeting radio-probe, 125I-anti-IL-27Rα mAb, to evaluate whether IL-27Rα could be used as a predictor of allorejection non-invasively in vivo.
2. Results
2.1. The Dynamic Expression of IL-27Rα in Grafts Post Transplantation
To confirm whether IL-27Rα expression in grafts was increased during transplantation rejection, allo- and syngeneic skin graft transplantation mice models were established. The grafts were collected on day 6, 8, 10, 12 and 14 post transplantation, respectively. Dynamic IL-27Rα expression was detected.
Figure 1A showed that the average survival of allogeneic grafts was 11 days and most rejection occurred on day 10 post transplantation. Meanwhile, we found that IL-27Rα expression in allogeneic grafts significantly increased from day 6 to 10 (p < 0.05, vs. syngeneic graft), and then declined, accompanied by complete rejection. The highest IL-27Rα level was detected on day 10 (p < 0.05, vs. syngeneic graft). The RT-PCR result confirmed higher IL-27Rα expression in allogeneic grafts on day 10, compared with syngeneic grafts (p < 0.01).
Interestingly, we found that the rejection index (the percentage of escharosis in the allogeneic graft) was highly correlated with the IL-27Rα expression on day 10 post transplantation. These results indicated that the highest IL-27Rα expression occurred at the highest period of rejection and was up-regulated at an earlier stage post allotransplantation.
2.2. Preparation of 125I-anti-IL-27Rα mAb/125I-IgG
Considering the highest IL-27Rα expression detected in allogeneic grafts on day 10, we prepared a specific radio-probe, 125I-anti-IL-27Rα mAb, and control, 125I-IgG, to investigate whether 125I-anti-IL-27Rα mAb could be used as a IL-27Rα-targeting probe in vitro.
The results showed that 125I-anti-IL-27Rα mAb and 125I-IgG were successfully prepared. The labeling rate was 90.67% for 125I-anti-IL-27Rα mAb and 83.64% for 125I-IgG. The radiochemistry purity was 96.87% and 96.86% for 125I-anti-IL-27Rα mAb and 125I-IgG, respectively. The stability assay showed that both tracers remained stable at 90% for 72 h in normal saline and mouse serum.
A Scatchard plot in Figure 2A revealed that the Bmax (maximum binding ability) of spleen cells isolated from allorejecting mice was much higher (4824 cpm/106 cells) than that of spleen cells from syngenic grafted mice (2041 cpm/106 cells). The Kd value (dissociation constant) was 13.84 nM and 13.90 nM, respectively, which was similar between spleen cells from allogeneic and syngeneic grafted mice. Furthermore, excess unlabeled anti-IL-27Rα mAb (>300-fold) addition could almost totally block the binding of 125I-anti-IL-27Rα mAb to spleen cells from allogeneic grafted mice. Meanwhile, only about 3% non-specific binding for 125I-IgG was detected (Figure 2C). These results revealed that alloreactive spleen cells possessed much more IL-27Rα, which exhibited higher binding specificity to 125I-anti-IL-27Rα mAb.
2.3. Whole-Body Phosphor-Autoradiography of Model Mice
In order to investigate whether 125I-anti-IL-27Rα mAb in vivo could target graft allorejection, 125I-anti-IL-27Rα mAb and control isotype 125I-IgG were introduced to model mice on day 8 via the tail vein. The mice models were fed with 3% NaI water 24 h pre-tracer injection to block thyroid gland uptake of iodine. Whole-body phosphor-autoradiography was performed at 24, 48 and 72 h after tracer injection.
The phosphor-autoradiography imaging in Figure 3A revealed obvious radioactivity accumulation in allogeneic grafts compared with syngeneic grafts at all checked time points. For allogeneic grafted mice with 125I-anti-IL-27Rα mAb injection, grafts showed radioactivity uptake at 24 h, which was much more clear at 48 h, and lower uptake at 72 h. Furthermore, in the blocking group, pre-injection with excessive unlabeled anti-IL-27Rα mAb significantly reduced the radioactivity accumulation in allogeneic grafts, which further confirmed the specific binding of 125I-anti-IL-27Rα mAb in vivo. For allogeneic grafted mice with 125I-IgG injection, the distribution of radioactivity was similar to the group with 125I-anti-IL-27Rα mAb injection; however, no apparent radioactivity accumulation was found in allogeneic grafts. The ex vivo phosphor-autoradiography showed the highest radioactivity in allogeneic grafts, while only weaker radioactivity was found in the opposite site of skin and syngeneic grafts (Figure 3C).
The semi-quantitative assay (DLU/mm2) of the phosphor-autoradiography image in Figure 3B showed higher radioactivity in the allogeneic graft (199,687 ± 37,079 vs. syngeneic graft, 139,519 ± 22,836, p < 0.05) at 24 h post injection. The prominently higher radioactivity accumulation in the allogeneic graft at 48 h (156,450 ± 35,445, vs. syngeneic graft, 89,341 ± 14,935, p < 0.01), and much higher at 72 h in the allogeneic graft compared to the syngeneic graft (77,720 ± 25,244 vs. 36,178 ± 15,142, p < 0.05).
2.4. Ex Vivo Biodistribution of 125I-anti-IL-27Rα mAb/125I-IgG
To confirm the results of whole-body phosphor-autoradiography imaging, we performed an ex vivo biodistribution study with allogeneic and syngeneic grafted model mice on day 10. Considering that the best image was obtained at 48 h after tracer injection, we performed further study at this time point. The %ID/g and T/NT ratio were calculated.
Figure 4A indicated higher radioactivity uptake in the allogeneic graft than the syngeneic graft (%ID/g: 9.323 ± 1.289 vs 3.687 ± 1.408, p < 0.01), and slightly higher %ID/g in blood and lung than other tissue. The T/NT ratio of the allogeneic graft remarkably increased compared to the syngeneic graft (6.178 ± 1.259 vs. 2.472 ± 0.231, Figure 4B, p < 0.01). However, the T/NT ratio in the 125I-IgG injection group (Figure 4C, 2.731 ± 0.484) and the blocking group (Figure 4D, 3.188 ± 0.633) were significantly lower than that in the allogeneic grafted group (p < 0.05), which suggested that the accumulation of radioactivity in the allogeneic graft was due to the specific uptake of 125I-anti-IL-27Rα mAb. Taken together, these data revealed that 125I-anti-IL-27Rα mAb was a specific radiolabeled tracer, which strongly accumulated in rejecting allogeneic grafts in vivo.
2.5. 125I-Anti-IL-27Rα mAb Specifically Accumulated in Allogeneic Grafts in the Early Stage of Allorejection
To understand whether a IL-27Rα-targeting probe could accumulate in allogeneic grafts earlier during allorejection, we performed whole body phosphor-autoradioimaging on day 6 and day 8 post transplantation.
The results were shown in Figure 5A-a,B-a. Compared with syngeneic grafts, higher radioactivity accumulation, quantified by DLU/mm2, was observed in allogeneic grafts on day 6 (46,982 ± 3527 vs. 31,290 ± 5863, p < 0.01) and day 8 (52,467 ± 15,415 vs. 23,463 ± 2543, p < 0.05). Ex vivo phosphor-autoradioimaging of grafts also confirmed higher 125I-anti-IL-27Rα mAb uptake in allogeneic grafts, both on day 6 and 8. Interestingly, at this time, only weaker inflammation infiltration, along with a healthy appearance of the graft, was observed (Figure 5C).
The ex vivo biodistribution study (Figure 6) indicated higher 125I-anti-IL-27Rα mAb uptake on day 6 (%ID/g: 4.370 ± 0.449 vs. 2.004 ± 0.362, p < 0.01) and day 8 (%ID/g: 5.236 ± 0.500 vs. 1.775 ± 0.234, p < 0.01), and higher T/NT ratios in allogeneic grafts than syngeneic grafts on day 6 (4.205 ± 0.226 vs. 1.873 ± 0.475, p < 0.01) and day 8 (5.084 ± 0.159 vs. 1.838 ± 0.085, p < 0.01). More interestingly, we found that the radioactivity accumulation (125I-anti-IL-27Rα mAb), a ratio of allogeneic graft to opposite control skin, and the expression of IL-27Rα protein in allogeneic grafts exhibited a high correlation on day 6, 8 and 10 (r = 0.9719, p < 0.01). These results strongly suggested that 125I-anti-IL-27Rα mAb accumulated earlier in allogeneic grafts during allorejection. The 125I-anti-IL-27Rα mAb could be used as a noninvasive molecular imaging marker for IL-27Rα expression in vivo.
2.6. 125I-anti-IL-27Rα mAb Targeted on Graft-Infiltrated CD3+/CD68+ IL-27Rα Positive Cells Specifically
To further understand which kind of cells expressed IL-27Rα and their location in rejecting allogeneic grafts, we isolated allogeneic grafts and syngeneic grafts from model mice on day 10, and performed immunofluorescence staining.
The results are showed in Figure 7A. We found that IL-27Rα was expressed on the surface of the infiltrated inflammatory cells at much higher levels in allogeneic grafts than syngeneic grafts (Figure 7A). Further analysis of ex vivo graft radioactivity accumulation (125I-anti-IL-27Rα mAb) and positive immunofluorescence (IL-27Rα expression) showed that they were highly positively correlated (allogeneic graft: r = 0.9695, p < 0.05; syngeneic graft: r = 0.9933, p < 0.01) (Figure 7B,C). More importantly, on day 6 post transplantation, those weaker infiltrated inflammatory cells were mainly CD3+ cells (T cells) and CD68+ cells (macrophages), and many more CD3+ and CD68+ cells were detected in allogeneic grafts on day 10 (Figure 7D,E). Meanwhile, Figure 7F,G revealed that IL-27Rα was expressed on the infiltrated CD3+ cells and CD68+ cells on day 10 post transplantation, at much higher expression levels in allogeneic grafts compared to syngeneic grafts.
These results indicated that 125I-anti-IL-27Rα mAb in vivo could specifically and non-invasively target IL-27Rα positive cells (mostly T cells and macrophages) infiltrated in allogeneic grafts.
3. Discussion
In this study, we reported that IL-27Rα was highly expressed in rejecting allogeneic grafts, and we successfully prepared 125I-anti-IL-27Rα mAb with a high affinity and specificity both in vitro and in vivo. Whole-body phosphor-autoradiography and the ex vivo biodistribution study revealed much higher radioactivity accumulation in allogeneic grafts than syngeneic grafts. Pre-injection with excess unlabeled anti-IL-27Rα mAb could almost totally block the uptake of 125I-anti-IL-27Rα mAb in allogeneic grafts. More importantly, we found that 125I-anti-IL-27Rα mAb accumulated in allogeneic grafts earlier on day 6 post allotransplantation, while, at the same time, only weak infiltration of CD3+ T cells and CD68+ macrophages in allogeneic grafts was observed, and no rejection appearance was shown. The uptake of 125I-anti-IL-27Rα mAb in allogeneic grafts was tightly correlated with high expression of IL-27Rα positive cells, and T cells, along with macrophages, obviously infiltrated into the allogeneic graft.
Acute rejection is the still the main barrier to allogeneic graft survival [17]. Earlier and non-invasive monitoring of rejection would be greatly helpful to the prognosis of patients. In recent years, great efforts have been paid to search for effective biomarkers that can monitor acute rejection [18].
Biopsy is still the gold standard to differentiate allogeneic graft rejection from other injuries, but this invasive examination has notable risks and limitations. Recently, an obvious variation of the microRNA (miRNA) and long non-coding RNA (lncRNA) expression profiling based on the biopsies in allograft rejection was reported; however, it still required an invasive method, and the mechanism of miRNA and lncRNA modulating allogeneic graft rejection remains unknown [19,20].
Nowadays, research to evaluate allogeneic graft rejection is focused on three kinds of non-invasive methods, including the non-specific evaluation method, such as measurement of proportion of immune cells or other metabolite substances in peripheral blood, specific detection of donor-derived cell-free DNA (dd-cfDNA) and visualized examination based on imaging. For the non-specific biomarker, Lemerle M confirmed that the proportion of CD4+ and CD8+ CD45RChigh cells was higher when acute rejection occurred in patients [21]. NKT-like cells significantly decreased and CD56bright/NKT-like cells increased in acute renal allogeneic graft rejection (ACR) mediated by T-cells [22]. In patients with heart transplant rejection, significantly lower sarcoplasmic reticulum Ca2+-ATPase (SERCA2a) expression in cardiac tissue and serum levels has been detected [23]. Plasma heparan sulfate, secreted by infiltrated T cells, was significantly increased in kidney transplant recipients [24]. The organ function index, such as forced expiratory volume in one second (FEV1) in lung transplantation and serum creatinine (sCr) values in kidney transplantation could reflect the allogeneic graft function [25,26]. However, low sensitivity and non-specificity seriously limited the application of these methods [17,25]. The specific detection of cell-free donor-derived DNA (cfdDNA), released from graft cell death, could discriminate T cell-mediated rejection or antibody-mediated rejection (ABMR) from no ABMR allogeneic graft status [27]. However, it was easily affected by organ dysfunction and could not be used to dynamically visualize and monitor the graft condition [28].
For imaging-based visualized examination, finding a specific target molecule for acute rejection that discriminates nonspecific background is urgently needed. Liao proved the possibility of quantitation of C4d deposition in the kidney graft with targeted ultrasound imaging [29], however, C4d deposition was found in antibody-mediated late rejection and is limited in predicting T-cell–mediated acute rejection [30]. Hyperpolarized (HP) [1-13C] pyruvate MRI could measure the cellularity and metabolism of lung grafts and may be able to predict tissue rejection earlier than X-ray/CT [31]. Nevertheless, regular CT and MRI obtain morphological images that reflect organ anatomic changes, meanwhile, other factors that influence metabolism would affect the diagnosis of the real rejection status. Recently, nuclear medicine molecular imaging has advanced quickly because it can perform functional imaging noninvasively by introducing a targeted radiotracer in vivo. It has made dynamic, non-invasive and visualized observation of the graft condition possible. However, a suitable, highly selective radio-probe to monitor allorejection still needs to be searched for.
A previous study showed that a persistent inflammatory response triggers graft dysfunction and acute rejection [32]. Acute allogeneic graft rejection is a severe inflammatory reaction participated in by T cells and macrophages [33], and these two kinds of cells have been treated as indicators of graft inflammation [9,34]. Therefore, we devoted ourselves to finding a molecular association between the T cells and macrophages and detection of the development of inflammation before significant damage to the graft.
Recently, emerging data indicated that IL-27 participated in modulation of a variety of diseases. IL-27Rα, the specific subunit of the IL-27 receptor, was found to be expressed on T cells, macrophages and dendritic cells, and to modulate the T cell response in enhancing antiviral immunity and reducing allergic airway inflammation [35,36,37]. In sepsis patients, IL-27 promoted the inflammatory response and aggravated liver damage [38]. IL-27Rα deficiency could protect abdominal aortic aneurysm development through limiting accumulation of myeloid cells and Ang II-induced hematopoietic stem cell expedition [39]. These studies indicated that the IL-27Rα signal plays a pro-inflammation role. Our previous study proved that IL-27Rα was up-regulated in CD4+ T cell-mediated allorejection. Data reported that CD4+ T cells and macrophages could directly result in allogeneic graft rejection [10,16,40,41]. Considering that allogeneic grafts have severe inflammatory infiltration, such as CD4+ T cells and macrophages, we postulated that IL-27Rα may act as a targeted biomarker to monitor acute allogeneic graft rejection, based on graft inflammatory cell infiltration, non-invasively and visually.
In this study, firstly, we found that the highest IL-27Rα expression was seen in allogeneic grafts during the period of highest acute rejection, and IL-27Rα expression was highly correlated with rejection degree at this time point. Further, we successfully prepared 125I-anti-IL-27Rα mAb and 125I-IgG with high purity and stability, and we found that spleen cells from allogeneic grafted mice showed higher IL-27Rα expression, and could bind 125I-anti-IL-27Rα mAb specifically. 125I-anti-IL-27Rα mAb could specifically accumulate in the rejecting allograft in vivo, even earlier on day 6 post transplantation. Considering that anti-IL-27Rα mAb was IgG, which may non-specifically bind IgG-Fc receptors [42], we selected 125I-IgG as the isotype control. To confirm the specificity of the radio-probe, the allogeneic grafted mouse was pre-injected with excessive unlabeled anti-IL-27Rα mAb to block the binding site of 125I-anti-IL-27Rα mAb. Our results clearly showed the rejecting allogeneic graft with obvious specific radio-probe accumulation in the group that had 125I-anti-IL-27Rα mAb injection. The excessive unlabeled anti-IL-27Rα mAb could block the 125I-anti-IL-27Rα mAb accumulation, further proving that 125I-anti-IL-27Rα mAb could specifically target the allogeneic graft in vivo. Dynamic imaging showed the non-bound 125I-anti-IL-27Rα mAb was eliminated from the mouse model and the highest 125I-anti-IL-27Rα mAb uptake occurred in allogeneic grafts with lower background at 48 h after tracer injection on day 10. Next, we performed a biodistribution study at 48 h post tracer injection on day 10. The results indicated that the highest 125I-anti-IL-27Rα mAb uptake occurred in allogeneic grafts, with a much higher T/NT ratio than that in syngeneic grafts and other tissue. These results demonstrated that IL-27Rα could be a specific targeted biomarker to non-invasively monitor allogeneic graft rejection.
Our results indicated that IL-27Rα expression was up-regulated in the early stages (day 6 and day 8) of allorejection, along with weak inflammatory infiltration, and, more interestingly, no escharosis occurred and the graft appeared healthy at the same time point. Therefore, we considered that IL-27Rα may act as a marker to predict early allorejection. Moreover, we found clear radioactivity accumulation in the allogeneic graft on day 6 and day 8 after introduction of the specific radio-probe, 125I-anti-IL-27Rα mAb. The quantity of DLU/mm2 for the whole body autoradiography image and analysis of the T/NT ratio of ex vivo biodistribution further confirmed the specific accumulation of this probe in the early stage, which may be used to predict allorejection. To understand the location of IL-27Rα positive cells in the graft, we performed immunofluorescence staining and found IL-27Rα expressed on the surface of infiltrated cells, and many more IL-27Rα positive cells infiltrated in the allogeneic graft compared with the syngeneic graft. There was a high correlation between IL-27Rα positive cells and 125I-anti-IL-27Rα mAb accumulation. 125I-anti-IL-27Rα mAb specifically targeted the IL-27Rα positive cells infiltrated in the allogeneic graft. Meanwhile, immumohistochemical staining revealed that the allogeneic graft exhibited a weak T cell (CD3+ cell) and macrophage (CD68+ cell) infiltration on day 6, and more T cells and macrophages infiltrated in the allogeneic graft on day 10 with IL-27Rα positive expression. IL-27Rα may be the potential targeted predictor of allorejection progress.
Our specific radio-probe could target grafts and visualize graft rejection, which may provide a new strategy for diagnosis and evaluation of prognosis. Basically, IL-27Rα expression may be up-regulated in inflammation processes, such as infection and other inflammatory diseases [43]. In fact, infection increased the occurrence of graft rejection because it triggered the pro-inflammation response [44]; however, due to the graft image we detected, systemic or local infection may be differentiated from graft rejection.
There are some limitations to our study. Firstly, anti-IL-27Rα mAb is IgG, with a large molecular weight, and may induce an immune response and be slowly eliminated from the body. Secondly, how these IL-27Rα positive cells affect the allogeneic graft needs further investigation.
To our knowledge, IL-27Rα as a targeted biomarker for allogeneic graft rejection has not been reported. Our study showed higher IL-27Rα expression occurred in allogeneic grafts from early stages of allorejection. In addition, we demonstrated that 125I-anti-IL-27Rα mAb targeted imaging showed high specificity and low background, which could be used in monitoring allogeneic graft rejection non-invasively, through targeting the IL-27Rα positive cell in allogeneic grafts. In conclusion, IL-27Rα-based rejection monitoring may supply a new strategy for diagnosis and predict acute allogeneic graft rejection.
4. Materials and Methods
4.1. Animal Models
Female BALB/c mice(H-2d) and C57BL/6 mice (H-2b), aged 6–8 weeks and weighing 18 ± 2 g, were purchased from Vital River Laboratory Animal Technology (Beijing, China) and fed in SPF (Specific Pathogen Free) condition. The skin transplantation was performed according to [45], with BALB/c mice as recipients. The allogeneic grafted group had C57BL/6 mice as donors and the syngeneic grafted group had BALB/c mice as donors. After surgery, the transplantation area was covered with Vaseline gauze and the bandage was removed on day 7 post transplantation. Rejection was measured by the area of escharosis on the graft and total rejection was recognized when the area exceeded more than 50%. All animal studies were conducted in accordance with protocols and approved by the Animal Care and Use Committee of Shandong University with the corresponding ethical approval code (approval date 4 Feb 2016, code LL-201602040, 2016–2022).
4.2. Western Blot
The graft was isolated on day 6, 8, 10, 12, 14 post transplantation and treated using radio-immuno-precipitation-assay (RIPA) lysis buffer (Beyotime, Shanghai, China) supplemented with phenylmethanesulfonyl fluoride (PMSF, 1:100), protease inhibitor cocktail (1:100) and phosphatase inhibitor cocktail (1:50) (Beyotime, Beijing, China) for 30 min on ice. The samples were centrifuged at 12,000 rpm for 10 min and the supernatant was collected to measure the concentration using the BCA Protein Sample (Beyotime, Beijing, China) kit with SDS-PAGE loading buffer. It was then stored at −80 °C.
Protein was loaded into the PAGE Gel (EpiZyme, Shanghai, China) with a protein marker (EpiZyme, Shanghai, China), electrophoresis occurred in the SDS-PAGE Electrophoresis Buffer (Servicebio, Wuhan, China), and it was then transferred to a PVDF membrane. The membranes were blocked with blocking buffer (Beyotime, Shanghai, China) for 2 h at 25 °C. The primary antibody was incubated with IL-27Rα Rabbit mAb (1:1200 dilution) (R & D system, Minneapolis, Minnesota, USA) and GAPDH Rabbit pAb (1:2500 dilution) (Bioworld, Bloomington, Illinois, USA) overnight.
The membranes were washed three times with TBST buffer (Servicebio, Wuhan, China) for 10 min and incubated with HRP-labeled Goat Anti-Rabbit IgG (H+L) (1:10000, dissolved to TBST) (EpiZyme, Shanghai, China) for 1 h at 25 °C. Membranes were washed three times for 10 min, and HRP substrate peroxide solution (Merck Millipore, Darmstadt, Germany) was added. The image was obtained by the Tanon 5200 (Version tanon 5200 Multi, Shanghai Tanon Technology, Shanghai, China) imaging system scanner and analyzed by Image J software (Version 1.47, National Institutes of Health, Bethesda, Maryland, USA). GAPDH was used as the internal standard.
4.3. RT-PCR
The opposite skin and graft skin were isolated from the model mouse and treated with tissue homogenizer in TRIzol regent (Invitrogen, Carlsbad, California, USA), and total RNA was extracted following the manufacturer’s instructions. The reverse transcription assay was performed using the TransScript First-Strand cDNA Synthesis SuperMix (Transgen Biotech, Beijing, China) and cDNA was gained. The EasyTaq PCR SuperMix (Transgen Biotech, Beijing, China) was used to obtain the data. The resulting templates were subjected to PCR using the following specific primers for Mus musculus.
Il27ra (NCBI Gene ID: 50931, PrimerBank ID: 7710110a1): 5′-CTCCTGGGAACCTTTGGGC-3′ (Forward) and 5′-CGTCCCTTTTGTGTCCCCC-3′ (Reverse).
Gapdh (NCBI Gene ID: 14433, PrimerBank ID: 6679937a1): 5′-AAGGTGAAGGTCGGAGTCAAC-3′ (Forward) and 5′-TGTAGACCATGTAGTTGAGGTCA-3′ (Reverse).
4.4. Preparation of 125I-anti-IL-27Rα mAb/ 125I-IgG
The preparation of radiolabeled probe was performed according to the [46]. The IL-27Rα mAb (R & D system, Minneapolis, Minnesota, USA)/IgG (Solarbio, Beijing, China) (10 µg) and sodium iodide (Na125I, 22.2 MBq) were purchased from the China Institute of Atomic Energy (Beijing, China). The radiochemical purity of 125I-anti-IL-27Rα mAb was measured by paper chromatography. The stability was measured through putting probes in mouse serum and normal saline solution (1:5) separately, for 24, 48 and 72 h and detected by paper chromatography.
4.5. Binding Assay of 125I-anti-IL-27Rα mAb
A spleen cell suspension was prepared from the mouse model on day 10 post transplantation according the [47]. The red blood cell was removed by red blood cell lysis buffer (Solarbio, Beijing, China) for 8 min. The cells were washed twice with RPMI 1640 medium (Biological Industries, Kibbutz Beit Haemek, Israel) and were adjusted in a final volume of 1 × 106 cell/200 µL RPMI 1640 medium.
For saturation assay, the 125I-anti-IL-27Rα mAb was adjusted to 1.18–47.32 nM and incubated with spleen cells for 2 h at 37 °C. The non-specific group was treated with 55.6 µM non-labeled IL-27Rα mAb for 1 h and then treated with 1.2–47.3 nM 125I-anti-IL-27Rα mAb for 2 h. For the competition binding assay, cells were treated with 0.28–8888.89 nM non-labeled IL-27Rα mAb for 1 h and then treated with 23.7 nM 125I-anti-IL-27Rα mAb for 2 h at 37 °C. Then the cells were washed with cold PBS buffer and the supernatant was removed. The radioactivity was detected by a gamma counter. The specific combination was the total radioactivity minus the non-specific combination group. The maximum binding ability (Bmax) and dissociation constant (Kd) were analyzed by GraphPad Prism software (Version 8, San Diego, California, USA).
4.6. Dynamic Phosphor-Autoradiography and Biodistribution Assay
The model mice were fed with 3% NaI water for 24 h to block thyroid gland uptake of iodine. 125I-anti-IL-27Rα mAb or 125I-IgG (0.37 MBq) was injected into syngeneic grafted and allogeneic grafted mouse, respectively. For the blocking group, 60 µg non-labeled IL-27Rα mAb was injected into the allogeneic grafted model 2 h before tracer injection. Whole-body phosphor-autoradiography was performed at 24, 48, 72 h post injection by a Cyclone Plus Scanner (PerkinElmer Life Sciences, Waltham, Massachusetts, USA). The radioactivity was measured and quantified by OptiQuant Image Analysis Software (PerkinElmer Life Sciences, Waltham, Massachusetts, USA) and represented as digital light units per square millimeter (DLU/mm2).
4.7. Ex Vivo Biodistribution Study
After injection with 125I-anti-IL-27Rα mAb or 125I-IgG, the model mice were sacrificed and blood, muscle, bone, intestine, liver, thyroid, lung, heart, kidney, spleen, opposite skin and graft skin were collected and weighed. Tissue radioactivity was measured with a gamma counter and presented as the percentage injected dose per gram (%ID/g). The T/NT (target/non target) ratio refers to the %ID/g ratio of skin graft versus opposite skin in the same mouse.
4.8. H & E (Hematoxylin–Eosin) Staining
The graft was separated on day 6, 8, 10, 12, and 14 post transplantation and preserved as paraffin blocks. The tissue sections were stained with a H & E staining kit (Servicebio, Beijing, China) following the instructions. Briefly, the tissue sections were coated with hematoxylin for 5 min and then washed with water. Then, the sections were covered with 1% acid ethanol regent for 5 s and washed with water. Next, the blue-promoting solution was added to the sections for 5 s and washed with water. Eosin solution was added for 10 min and then the sections were dehydrated with graded alcohol and cleared in xylene. The image was obtained by an optical microscope.
4.9. Immumohistochemical Staining and Immunofluorescence Staining
The graft tissue sections were deparaffinized, rehydrated and then treated with EDTA antigen repair buffer (pH 9.0) and stained following the Sevvicebio (Wuhan, China) immunofluorescent staining instruction. For immumohistochemical staining, CD68 (1:200) and CD3 (1:200) were obtained from Servicebio (Wuhan, China). The operation followed the immumohistochemical staining kit (Servicebio, Wuhan, China). For IL-27Rα Immunofluorescence staining, the anti-IL-27Rα Ab (1:200 dilution) was purchased by Bioss (Beijing, China) and stained with FITC (green). For CD3 or CD68 immunofluorescence staining, CD3 and CD68 were indicated by red. The IOD/Area rate was gained by the Image Plus Pro software (Version 6.0, Media Cybernetics, Rockville, Maryland, USA). The second antibody and staining regents were purchased from Servicebio (Wuhan, China). The cell nucleus was stained with DAPI (blue) obtained from Servicebio (Wuhan, China). The correlation between IOD/Area rate and DLU/mm2 was analyzed by GraphPad Prism software (Version 8, San Diego, California, USA).
4.10. Statistical Analysis
Statistical analyses were performed using the GraphPad Prism 8 software (Version 8, San Diego, California, USA) and evaluated by two-tailed t-tests, with comparison between the two groups. The Pearson R was measured by correlation assay. p values < 0.05 were considered to be statistically significant. The quantitative values of all experiments were presented as the mean ± SD and were calculated from at least three independent experiments.
Acknowledgments
This work gained great support by the Core facilities sharing platform of Shandong University.
Abbreviations
AR | acute rejection |
Treg cell | regulatory T cell |
CT | computed Tomography |
MRI | magnetic resonance imaging |
18F-FDG | 18F-labeled -fluorodeoxyglucose |
GVHD | graft-versus-host disease |
ARG | autoradiography |
miRNA | microRNA |
lncRNA | long non-coding RNA |
dd-cfDNA | donor-derived cell-free DNA |
ACR | acute renal allogeneic graft rejection |
SERCA2a | sarcoplasmic reticulum Ca2+-ATPase |
FEV1 | forced expiratory volume in one second |
sCr | serum creatinine |
ABMR HP SPF |
antibody-mediated rejection Hyperpolarized Specific Pathogen Free |
RIPA | Radio-Immuno-Precipitation-Assay |
PMSF | Phenylmethanesulfonyl fluoride |
Bmax | maximum binding ability |
Kd | dissociation constant |
DLU/mm2 | Digital Light Units per square millimeter |
%ID/g T/NT H & E |
the percentage injected dose per gram target/non target Hematoxylin–Eosin |
Author Contributions
Conceptualization, S.Z. and G.H.; methodology, S.Z., C.S. and W.J.; validation, S.Z.; formal analysis, S.Z., D.S.; investigation, S.Z., D.S., C.S., and W.J.; resources, C.Z., T.L. and G.H.; writing—original draft preparation, S.Z. and G.H.; visualization, S.Z., G.H.; supervision, G.H. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by grants from the National Natural Science Foundation of China (81371601, to Guihua Hou) and Natural Science Foundation of Shandong Province (ZR2019MH019 to G. Hou).
Conflicts of Interest
The authors declare no conflict of interest. The founding sponsors had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, and in the decision to publish the results.
References
- 1.Grenda R., Kaliciński P. Combined and sequential liver-kidney transplantation in children. Pediatr. Nephrol. 2018;33:2227–2237. doi: 10.1007/s00467-017-3880-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Jalalzadeh M., Mousavinasab N., Peyrovi S., Ghadiani M.H. The impact of acute rejection in kidney transplantation on long-term allograft and patient outcome. Nephrourol. Mon. 2015;7:e24439. doi: 10.5812/numonthly.24439. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Tsai M.-K., Wu F.-L.L., Lai l.-R.U.E., Lee C.-Y., Hu R.-H., Lee P.-H. Decreased Acute Rejection and Improved Renal Allograft Survival Using Sirolimus and Low-Dose Calcineurin Inhibitors without Induction Therapy. Int. J. Artif. Organs. 2009;32:371–380. doi: 10.1177/039139880903200608. [DOI] [PubMed] [Google Scholar]
- 4.Halloran P.F., Famulski K., Reeve J. The molecular phenotypes of rejection in kidney transplant biopsies. Curr. Opin. Organ Transplant. 2015;20:359–367. doi: 10.1097/MOT.0000000000000193. [DOI] [PubMed] [Google Scholar]
- 5.Roden A., Aisner D., Allen T., Aubry M., Barrios R., Beasley M., Cagle P., Capelozzi V., Dacic S., Ge Y., et al. Diagnosis of Acute Cellular Rejection and Antibody-Mediated Rejection on Lung Transplant Biopsies: A Perspective from Members of the Pulmonary Pathology Society. Arch. Pathol. Lab. Med. 2016;141 doi: 10.5858/arpa.2016-0459-SA. [DOI] [PubMed] [Google Scholar]
- 6.Newell K.A., Turka L.A. Tolerance signatures in transplant recipients. Curr. Opin. Organ Transplant. 2015;20:400–405. doi: 10.1097/MOT.0000000000000207. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Huang Y., Sadowski E.A., Artz N.S., Seo S., Djamali A., Grist T.M., Fain S.B. Measurement and comparison of T1 relaxation times in native and transplanted kidney cortex and medulla. J. Magn. Reson. Imaging. 2011;33:1241–1247. doi: 10.1002/jmri.22543. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Köhnke R., Kentrup D., Schütte-Nütgen K., Schäfers M., Schnöckel U., Hoerr V., Reuter S. Update on imaging-based diagnosis of acute renal allograft rejection. Am. J. Nucl. Med. Mol. Imaging. 2019;9:110–126. [PMC free article] [PubMed] [Google Scholar]
- 9.Benzimra M., Calligaro G.L., Glanville A.R. Acute rejection. J. Thorac. Dis. 2017;9:5440–5457. doi: 10.21037/jtd.2017.11.83. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Chu Z., Sun C., Sun L., Feng C., Yang F., Xu Y., Zhao Y. Primed macrophages directly and specifically reject allografts. Cell. Mol. Immunol. 2019 doi: 10.1038/s41423-019-0226-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Ayasoufi K., Zwick D.B., Fan R., Hasgur S., Nicosia M., Gorbacheva V., Keslar K.S., Min B., Fairchild R.L., Valujskikh A. Interleukin-27 promotes CD8+ T cell reconstitution following antibody-mediated lymphoablation. JCI Insight. 2019;4:e125489. doi: 10.1172/jci.insight.125489. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Fink A.F., Ciliberti G., Popp R., Sirait-Fischer E., Frank A.-C., Fleming I., Sekar D., Weigert A., Brüne B. IL27Rα Deficiency Alters Endothelial Cell Function and Subverts Tumor Angiogenesis in Mammary Carcinoma. Front. Oncol. 2019;9:1022. doi: 10.3389/fonc.2019.01022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Qiu S.-L., Duan M.-C., Liang Y., Tang H.-J., Liu G.-N., Zhang L.-M., Yang C.-M. Cigarette Smoke Induction of Interleukin-27/WSX-1 Regulates the Differentiation of Th1 and Th17 Cells in a Smoking Mouse Model of Emphysema. Front. Immunol. 2016;7:553. doi: 10.3389/fimmu.2016.00553. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Petes C., Mintsopoulos V., Finnen R.L., Banfield B.W., Gee K. The effects of CD14 and IL-27 on induction of endotoxin tolerance in human monocytes and macrophages. J. Biol. Chem. 2018;293:17631–17645. doi: 10.1074/jbc.RA118.003501. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Belle L., Agle K., Zhou V., Yin-Yuan C., Komorowski R., Eastwood D., Logan B., Sun J., Ghilardi N., Cua D., et al. Blockade of interleukin-27 signaling reduces GVHD in mice by augmenting Treg reconstitution and stabilizing Foxp3 expression. Blood. 2016;128:2068–2082. doi: 10.1182/blood-2016-02-698241. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Xu J., Wang D., Zhang C., Song J., Liang T., Jin W., Kim Y.C., Wang S.M., Hou G. Alternatively Expressed Genes Identified in the CD4+ T Cells of Allograft Rejection Mice. Cell Transplant. 2011;20:333–350. doi: 10.3727/096368910X552844. [DOI] [PubMed] [Google Scholar]
- 17.Christakoudi S., Runglall M., Mobillo P., Tsui T.-L., Duff C., Domingo-Vila C., Kamra Y., Delaney F., Montero R., Spiridou A., et al. Development of a multivariable gene-expression signature targeting T-cell-mediated rejection in peripheral blood of kidney transplant recipients validated in cross-sectional and longitudinal samples. EBioMedicine. 2019;41:571–583. doi: 10.1016/j.ebiom.2019.01.060. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Angeletti A. Looking into the Graft without a Biopsy: Biomarkers of Acute Rejection in Renal Transplantation. Contrib. Nephrol. 2017;190:181–193. doi: 10.1159/000468967. [DOI] [PubMed] [Google Scholar]
- 19.Xu J., Hu J., Xu H., Zhou H., Liu Z., Zhou Y., Liu R., Zhang W. Long Non-coding RNA Expression Profiling in Biopsy to Identify Renal Allograft at Risk of Chronic Damage and Future Graft Loss. Appl. Biochem. Biotechnol. 2019 doi: 10.1007/s12010-019-03082-2. [DOI] [PubMed] [Google Scholar]
- 20.Hamdorf M., Kawakita S., Everly M. The Potential of MicroRNAs as Novel Biomarkers for Transplant Rejection. J. Immunol. Res. 2017;2017:4072364. doi: 10.1155/2017/4072364. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Lemerle M., Garnier A.-S., Planchais M., Brilland B., Subra J.-F., Blanchet O., Blanchard S., Croue A., Duveau A., Augusto J.-F. CD45RC Expression of Circulating CD8(+) T Cells Predicts Acute Allograft Rejection: A Cohort Study of 128 Kidney Transplant Patients. J. Clin. Med. 2019;8:1147. doi: 10.3390/jcm8081147. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Xu X., Han Y., Huang H., Bi L., Kong X., Ma X., Shi B., Xiao L. Circulating NK cell subsets and NKT-like cells in renal transplant recipients with acute T-cell-mediated renal allograft rejection. Mol. Med. Rep. 2019;19:4238–4248. doi: 10.3892/mmr.2019.10091. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Tarazón E., Ortega A., Gil C., Sánchez-Lacuesta E., Marín P., Lago F., González-Juanatey J., Martinez-Dolz L., Portoles M., Rivera M., et al. SERCA2a: A Potential Noninvasive Biomarker of Cardiac Allograft Rejection. J. Heart Lung Transplant. 2017;36 doi: 10.1016/j.healun.2017.07.003. [DOI] [PubMed] [Google Scholar]
- 24.Barbas A.S., Lin L., McRae M., MacDonald A.L., Truong T., Yang Y., Brennan T.V. Heparan sulfate is a plasma biomarker of acute cellular allograft rejection. PLoS ONE. 2018;13:e0200877. doi: 10.1371/journal.pone.0200877. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Meyer K.C. Recent advances in lung transplantation. F1000Research. 2018;7 doi: 10.12688/f1000research.15393.1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Hasegawa J., Shirakawa H., Imaizumi Y., Ogawa H., Yoshikawa K., Kono M., Saito T., Ishiwatari A., Sano N., Kawanishi T., et al. Preemptive Living Donor Kidney Transplantation and Kidney Function at the Initial Hospital Visit: A Single-Center Case-Control Study. Transplant. Proc. 2016;48:827–830. doi: 10.1016/j.transproceed.2015.11.024. [DOI] [PubMed] [Google Scholar]
- 27.Bloom R.D., Bromberg J.S., Poggio E.D., Bunnapradist S., Langone A.J., Sood P., Matas A.J., Mehta S., Mannon R.B., Sharfuddin A., et al. Cell-Free DNA and Active Rejection in Kidney Allografts. J. Am. Soc. Nephrol. 2017;28:2221–2232. doi: 10.1681/ASN.2016091034. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Schütz E., Fischer A., Beck J., Harden M., Koch M., Wuensch T., Stockmann M., Nashan B., Kollmar O., Matthaei J., et al. Graft-derived cell-free DNA, a noninvasive early rejection and graft damage marker in liver transplantation: A prospective, observational, multicenter cohort study. PLoS Med. 2017;14 doi: 10.1371/journal.pmed.1002286. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Liao T., Zhang Y., Ren J., Zheng H., Zhang H., Li X., Liu X., Yin T., Sun Q. Noninvasive quantification of intrarenal allograft C4d deposition with targeted ultrasound imaging. Am. J. Transplant. 2019;19:259–268. doi: 10.1111/ajt.15105. [DOI] [PubMed] [Google Scholar]
- 30.Haas M., Loupy A., Lefaucheur C., Roufosse C., Glotz D., Seron D., Nankivell B.J., Halloran P.F., Colvin R.B., Akalin E., et al. The Banff 2017 Kidney Meeting Report: Revised diagnostic criteria for chronic active T cell-mediated rejection, antibody-mediated rejection, and prospects for integrative endpoints for next-generation clinical trials. Am. J. Transplant. 2018;18:293–307. doi: 10.1111/ajt.14625. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Siddiqui S., Habertheuer A., Xin Y., Pourfathi M., Tao J.Q., Hamedani H., Kadlecek S., Duncan I., Vallabhajosyula P., Naji A., et al. Detection of lung transplant rejection in a rat model using hyperpolarized [1-13C] pyruvate-based metabolic imaging. NMR Biomed. 2019;32:e4107. doi: 10.1002/nbm.4107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Mori D., Kreisel D., Fullerton J., Gilroy D., Goldstein D. Inflammatory triggers of acute rejection of organ allografts. Immunol. Rev. 2014;258:132–144. doi: 10.1111/imr.12146. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Siu J.H.Y., Surendrakumar V., Richards J.A., Pettigrew G.J. T cell Allorecognition Pathways in Solid Organ Transplantation. Front. Immunol. 2018;9:2548. doi: 10.3389/fimmu.2018.02548. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Panzer S.E., Wilson N.A., Verhoven B.M., Xiang D., Rubinstein C.D., Redfield R.R., Zhong W., Reese S.R. Complete B Cell Deficiency Reduces Allograft Inflammation and Intragraft Macrophages in a Rat Kidney Transplant Model. Transplantation. 2018;102:396–405. doi: 10.1097/TP.0000000000002010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Iwasaki Y., Fujio K., Okamura T., Yamamoto K. Interleukin-27 in T cell immunity. Int. J. Mol. Sci. 2015;16:2851–2863. doi: 10.3390/ijms16022851. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Jung J.-Y., Roberts L.L., Robinson C.M. The presence of interleukin-27 during monocyte-derived dendritic cell differentiation promotes improved antigen processing and stimulation of T cells. Immunology. 2015;144:649–660. doi: 10.1111/imm.12417. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Nguyen Q.T., Jang E., Le H.T., Kim S., Kim D., Dvorina N., Aronica M.A., Baldwin W.M., 3rd, Asosingh K., Comhair S., et al. IL-27 targets Foxp3+ Tregs to mediate antiinflammatory functions during experimental allergic airway inflammation. JCI Insight. 2019;4:e123216. doi: 10.1172/jci.insight.123216. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Gao F., Yang Y.-Z., Feng X.-Y., Fan T.-T., Jiang L., Guo R., Liu Q. Interleukin-27 is elevated in sepsis-induced myocardial dysfunction and mediates inflammation. Cytokine. 2016;88:1–11. doi: 10.1016/j.cyto.2016.08.006. [DOI] [PubMed] [Google Scholar]
- 39.Peshkova I.O., Aghayev T., Fatkhullina A.R., Makhov P., Titerina E.K., Eguchi S., Tan Y.F., Kossenkov A.V., Khoreva M.V., Gankovskaya L.V., et al. IL-27 receptor-regulated stress myelopoiesis drives abdominal aortic aneurysm development. Nat Commun. 2019;10:5046. doi: 10.1038/s41467-019-13017-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Salcido-Ochoa F., Hue S.S.-S., Peng S., Fan Z., Li R.L., Iqbal J., Allen J.C., Jr., Loh A.H.L. Histopathological analysis of infiltrating T cell subsets in acute T cell-mediated rejection in the kidney transplant. World J. Transplant. 2017;7:222–234. doi: 10.5500/wjt.v7.i4.222. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Dai Y., Cheng X., Yu J., Chen X., Xiao Y., Tang F., Li Y., Wan S., Su W., Liang D. Hemin Promotes Corneal Allograft Survival Through the Suppression of Macrophage Recruitment and Activation. Investig. Ophthalmol. Vis. Sci. 2018;59:3952–3962. doi: 10.1167/iovs.17-23327. [DOI] [PubMed] [Google Scholar]
- 42.Vidarsson G., Dekkers G., Rispens T. IgG subclasses and allotypes: From structure to effector functions. Front. Immunol. 2014;5:520. doi: 10.3389/fimmu.2014.00520. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Tong X., Chen S., Zheng H., Huang S., Lu F. Increased IL-27/IL-27R expression in association with the immunopathology of murine ocular toxoplasmosis. Parasitol. Res. 2018;117:2255–2263. doi: 10.1007/s00436-018-5914-7. [DOI] [PubMed] [Google Scholar]
- 44.Chong A.S., Alegre M.-L. The impact of infection and tissue damage in solid-organ transplantation. Nat. Rev. Immunol. 2012;12:459–471. doi: 10.1038/nri3215. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Hao J., Zhang C., Liang T., Song J., Hou G. rFliC prolongs allograft survival in association with the activation of recipient Tregs in a TLR5-dependent manner. Cell. Mol. Immunol. 2014;11:206–214. doi: 10.1038/cmi.2013.44. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Shi D., Liu W., Zhao S., Zhang C., Liang T., Hou G. TLR5 is a new reporter for triple-negative breast cancer indicated by radioimmunoimaging and fluorescent staining. J. Cell. Mol. Med. 2019;23:8305–8313. doi: 10.1111/jcmm.14707. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Zhao N., Wang X., Zhang Y., Gu Q., Huang F., Zheng W., Li Z. Gestational zinc deficiency impairs humoral and cellular immune responses to hepatitis B vaccination in offspring mice. PLoS ONE. 2013;8:e73461. doi: 10.1371/journal.pone.0073461. [DOI] [PMC free article] [PubMed] [Google Scholar]