Abstract
Aims/hypothesis
The breakdown of the blood–nerve barrier (BNB) is considered to be a key step in diabetic neuropathy. Although basement membrane hypertrophy and breakdown of the BNB are characteristic features of diabetic neuropathy, the underlying pathogenesis remains unclear. The purpose of the present study was to identify the possible mechanisms responsible for inducing the hypertrophy of basement membrane and the disruption of the BNB after exposure to AGEs.
Methods
The newly established human peripheral nerve microvascular endothelial cell (PnMEC) and pericyte cell lines were used to elucidate which cell types constituting the BNB regulate the basement membrane and to investigate the effect of AGEs on the basement membrane of the BNB using western blot analysis.
Results
Fibronectin, collagen type IV and tissue inhibitor of metalloproteinase (TIMP-1) protein were produced mainly by peripheral nerve pericytes, indicating that the basement membrane of the BNB is regulated mainly by these cells. AGEs reduced the production of claudin-5 in PnMECs by increasing autocrine signalling through vascular endothelial growth factor (VEGF) secreted by the PnMECs themselves. Furthermore, AGEs increased the amount of fibronectin, collagen type IV and TIMP-1 in pericytes through a similar upregulation of autocrine VEGF and transforming growth factor (TGF)-β released by pericytes.
Conclusions/interpretation
These results indicate that pericytes may be the main regulators of the basement membrane at the BNB. AGEs induce basement membrane hypertrophy and disrupt the BNB by increasing autocrine VEGF and TGF-β signalling by pericytes under diabetic conditions.
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Introduction
Diabetic neuropathy is one of the most frequent complications of diabetes. Microangiopathy of the endoneurium is a common finding in the nerves of diabetic patients, and is thought to be a contributing factor to the development of diabetic neuropathy. The blood–nerve barrier (BNB) is localised in the microvessels of the endoneurium or perineurium, and consists of peripheral nerve microvascular endothelial cells (PnMECs), pericytes of endoneurial microvascular origin, and the basement membrane [1–3]. The basement membrane of the BNB plays important roles in maintaining the structure and function of capillary vessels [4]. Recently, breakdown of the BNB has been suggested to be an initial key step in diabetic neuropathy [4–6]. Although hypertrophy of the basement membrane in the endoneurium or perineurium, pericyte loss and endothelial cell hyperplasia at the BNB are characteristic features of diabetic neuropathy [6], the pathology and pathogenesis remain unclear. It is known, however, that the basement membrane is constructed from extracellular matrix (ECM) components such as collagen type IV, laminin and fibronectin, and is regulated by matrix metalloproteinases (MMPs) at the blood–brain barrier (BBB) [7, 8]. MMP-9 and MMP-2 digest collagen type IV, fibronectin and laminin, and are inhibited by tissue inhibitor of metalloproteinase (TIMP) [9]. Several studies have suggested that brain pericytes or astrocytes synthesise fibronectin, MMP-2 and MMP-9, and regulate the state of the basement membrane in the BBB [10, 11]. However, the mechanisms underlying in the formation and maintenance of the basement membrane in the BNB have not yet been elucidated.
Hyperglycaemia is responsible for the presence of high levels of non-enzymatically produced AGEs in the diabetic patients [12]. Their accumulation on proteins in the microvasculature appears to be a key factor in the development of retinopathy and nephropathy [12], but their role remains unclear with regard to their importance in diabetic neuropathy. AGEs have been reported to directly stimulate the production of basement membrane by activating transforming growth factor (TGF)-β1 secretion during the development of diabetic nephropathy [13], and to induce blood–retinal barrier (BRB) dysfunction through vascular endothelial growth factor (VEGF) production in diabetic retinopathy [14]. However, to date, the molecular mechanism by which AGEs induce hypertrophy of the basement membrane and breakdown of the BNB during diabetic neuropathy is unclear. The purpose of this study was to elucidate which type of cells regulate the basement membrane of the BNB using our newly developed PnMEC and pericyte cell lines, and to identify the possible mechanisms responsible for increasing the basement membrane thickness of the BNB after exposure to AGEs.
Methods
Reagents
The culture medium for pericytes and PnMECs consisted of DMEM (Sigma, St Louis, MO, USA) containing 100 U/ml penicillin (Sigma), 100 μg/ml streptomycin (Sigma), 25 ng/ml amphotericin B (Invitrogen, Grand Island, NY, USA) and 10% fetal bovine serum (FBS) (Sigma). Polyclonal anti-TIMP-1, anti-fibronectin, anti-MMP-2, and anti-MMP-9 antibodies were obtained from Santa Cruz Biotechnology (Santa Cruz, CA, USA). Polyclonal anti-claudin-5 and anti-occludin antibodies were purchased from Zymed (San Francisco, CA, USA). Polyclonal anti-collagen type IV was obtained from ARP American Research Products (Belmont, MA, USA). AGEs–BSA was purchased from Calbiochem (Darmstadt, Germany). Polyclonal anti-basic fibroblast growth factor (bFGF), anti-TGF-β and anti-VEGF antibodies were purchased from R&D Systems (Minneapolis, MN, USA). Human astrocytes were purchased from Lonza (Walkersville, MD, USA).
Cell culture
The immortalised human PnMECs, and brain and peripheral nerve pericyte cell lines were generated as described previously by our group [15, 16]. The study protocol for human tissue was approved by the ethics committee of the Medical Faculty, University of Yamaguchi Graduate School, and was conducted in accordance with the Declaration of Helsinki, as amended in Somerset West in 1996. Written informed consent was obtained from the families of the participants before entering the study. The cell lines, which were isolated from human sciatic nerve and brain tissue, retain the morphological characteristics of primary peripheral nerve endothelial cells or brain and peripheral nerve pericytes and produce either endothelial or pericyte markers. The cultures were maintained at 37°C in 5% (vol./vol.) CO2 and the DMEM medium was replaced every 3 days.
Quantitative real-time PCR analysis
Total RNA was extracted using an RNeasy Plus Mini Kit (Qiagen, Hilden, Germany). Single-stranded cDNA was created from 40 ng total RNA using the StrataScript First Strand Synthesis System (Stratagene, Cedar Creek, TX, USA). The sequence specificity of each human primer pair is shown in the electronic supplementary material (ESM) Table 1. Quantitative real-time PCR analysis was performed using the Mx3005P (Stratagene) with FullVelocity SYBR Green QPCR master mix (Stratagene). Glyceraldehyde-3-phosphate dehydrogenase (GAPDH) was used as an internal standard. The samples were subjected to PCR analysis using the following cycling parameters: 95°C for 10 min, 95°C for 15 s and 60°C for 1 min for 40 cycles. Negative controls (cDNA-free solutions) were included in each reaction. The standard reaction curve (R v) was analysed using MxPro software (Stratagene), with the relative quantity was calculated according to the formula \( {R_{\rm{v}}} = {R_{\rm{gene}}}{R_{\rm{gene}}}/{R_{\rm{GAPDH}}} \) by the software.
Western blot analysis
The protein samples (10–20 μg) were separated by SDS-PAGE (Bio-Rad), and transferred to nitrocellulose membrane (Amersham, Chalfont, UK). The membranes were treated with blocking buffer (5% skimmed milk in 25 mmol/l Tris-HCl pH 7.6,125 nmol/l NaCl, 0.5% Tween 20) for 1 h at room temperature and incubated with relevant primary antibodies (dilution 1:100) for 2 h at room temperature as the primary antibodies. The membrane was exposed to peroxidase-conjugated secondary antibody (1:2,000) followed by chemiluminescence reagent (Amersham), exposure to X-Omat S films (Amersham) and quantification of bands intensity using the Fuji image analysis software package.
Analysis of the effect of TGF-β1 or VEGF on the expression of basement-membrane-related genes
Peripheral nerve pericytes were either left untreated or treated with human TGF-β1 (10 ng/ml) or VEGF (10 ng/ml). The total protein was collected 2 days later.
Treatment of human PnMECs and peripheral nerve pericytes with AGEs–BSA
PnMECs and peripheral nerve pericytes were cultured in DMEM with unmodified BSA (100 μg/ml) and AGE-modified BSA (100 μg/ml, 200 μg/ml). AGEs–BSA contained <0.2 ng/ml of endotoxin. The cells were cultured for 2 days prior to collection of total protein.
VEGF or TGF-β inhibitory study
Peripheral nerve pericytes were cultured with AGEs–BSA containing 2.0 μg/ml antibody against VEGF or TGF-β, or normal rabbit IgG. PnMECs were also cultured with AGEs containing 2.0 μg/ml antibody against VEGF or normal rabbit IgG. The total RNA was extracted 24 h later, and total protein was obtained a further 2 days later.
Transendothelial electrical resistance (TEER) study
Transwell inserts (pore size 0.4 μm, effective growth area 0.3 cm2; BD Biosciences, Franklin Lakes, NJ, USA) were coated by rat-tail collagen type-I (BD Biosciences). TEER values of cell layers were measured with a Millicell electrical resistance apparatus (Endohm-6 and EVOM, World Precision Instruments, Sarasota, FL, USA). The PnMECs were seeded (1 × 106 cells per insert) on the upper compartment and cultured for 24 h. In order to estimate the effect of AGEs against PnMECs, the upper compartment was incubated with each medium (control, AGE, AGE + VEGF antibody) for 24 h.
Data analysis
Unless otherwise indicated, all data represent the mean ± SEM. An unpaired two-tailed Student’s t test was used to determine the significance of differences between two group means. A p value <0.01 was considered to be statistically significant.
Results
The expression of basement-membrane-related molecules secreted from the peripheral nerve pericytes
We quantified the mRNA expression of fibronectin, collagen type IV (COL4A4), TIMP1, MMP2 and MMP9 by means of relative quantification with real-time RT-PCR using PnMECs and peripheral nerve pericytes (ESM Fig. 1a–e). The expression of COL4A4 (ESM Fig. 1a), fibronectin (ESM Fig. 1b) and TIMP1 (ESM Fig. 1c) mRNA in peripheral nerve pericytes was significantly higher than those in PnMECs (p < 0.01). There were no significant differences in expression of MMP2 (ESM Fig. 1d) and MMP9 (ESM Fig. 1e) between these two cells. In addition, we determined fibronectin, collagen type IV, TIMP-1, MMP-2 and MMP-9 protein production using PnMECs and peripheral nerve cells by a western blot analysis (Fig. 1a). The fibronectin, collagen type IV, TIMP-1, MMP-2, and MMP-9 bands, corresponding to 190, 25, 38, and 92 kDa single bands, respectively, were detected in these cell lines (Fig. 1a). Although the collagen type IV and TIMP-1 bands were not detected, the fibronectin, MMP-2, and MMP-9 proteins were produced in PnMECs (Fig. 1a). Interestingly, the production of fibronectin (Fig. 1b) and MMP-2 (Fig. 1c) proteins in the peripheral nerve pericytes was significantly higher than those in PnMECs (p < 0.01), whereas production of MMP-9 protein production did not show a significant difference between these two cells (Fig. 1d).
Effect of AGEs on the production of basement-membrane-related molecules in peripheral nerve pericytes
To identify the possible mechanism responsible for the basement membrane hypertrophy of the BNB after exposure to AGEs, we also examined the changes in the production of fibronectin, collagen type IV, TIMP-1, MMP-2 and MMP-9 proteins in peripheral nerve pericytes after AGE exposure (100, 200 μg/ml; Fig. 2a). The production of fibronectin and collagen type IV protein in peripheral nerve pericytes significantly increased in a dose-dependent manner after exposure to AGEs (p < 0.01; Table 1). The TIMP-1 protein production in peripheral nerve pericytes was also significantly increased after application of AGEs; however, the production of active MMP-9 (act-MMP-9) was decreased by treatment with 200 μg/ml AGE (Table 1). The level of the receptor of AGE (RAGE) in peripheral nerve pericytes was observed to increase significantly after incubation with AGEs in a dose-dependent manner (Table 1). We previously reported that our peripheral nerve pericytes released several growth factors, including VEGF, TGF-β and bFGF, to maintain peripheral nerve homeostasis at the BNB [15]. We also quantified the change of these growth factors in peripheral nerve pericytes after incubation with AGEs (100 and 200 μg/ml) by a western blot analysis (Fig. 2b). The production of VEGF and TGF-β protein in peripheral nerve pericytes was significantly increased by treatment with AGEs, although there was no change in the bFGF protein production after AGE exposure (Table 1).
Contribution of TGF-β1 and VEGF to the induction of basement-membrane-related molecules after AGE exposure
TGF-β1 and VEGF are known to be major mediators of the early and late vascular changes in diabetic microangiopathy. To investigate the effect of TGF-β1 and VEGF on the production of basement-membrane-related molecules at the BNB, we also quantified the changes in the production of fibronectin, collagen type IV, TIMP-1, MMP-2 and MMP-9 in peripheral nerve pericytes after incubation with TGF-β1 (10 ng/ml) and VEGF (10 ng/ml) by western blot analysis (Fig. 3). Fibronectin and collagen type IV in peripheral nerve pericytes significantly increased after exposure to TGF-β1 or VEGF (p < 0.01; Table 2). The promatrix metalloproteinase (pro-MMP-9) protein in peripheral nerve pericytes was also upregulated (p < 0.01) after application of TGF-β1 or VEGF (Table 2). To clarify the individual contributions of VEGF and TGF-β1 to the increase in basement-membrane thickness after exposure to AGEs, the activities of VEGF and TGF-β were neutralised using an anti-VEGF and anti-TGF-β antibody. The production of fibronectin and collagen type IV protein in peripheral nerve pericytes was decreased after incubation with AGEs pretreated with the anti-TGF-β (Fig. 4a–c) or VEGF (Fig. 4d–f) antibody, as determined by a western blot analysis.
Effect of AGEs on the production of tight junctional molecules by PnMECs, and the contribution of VEGF to the induction of claudin-5 after AGE exposure
To determine the effect of AGEs on the barrier function of the BNB, we also examined the changes in claudin-5 production by PnMECs after exposure to AGE (100 μg/ml) by a western blot analysis (Fig. 5a). Whereas the claudin-5 production in PnMECs was significantly reduced (Fig. 5b), VEGF production was significantly increased after incubation with AGEs (Fig. 5c). The TEER value of PnMECs did not change after incubation with AGEs (Fig. 5h). To clarify the contribution of VEGF to the reduction of claudin-5 in PnMECs, a neutralising anti-VEGF antibody was used. Relative quantification with real-time RT-PCR revealed that the percentage of increase in the claudin-5 (CLDN5) mRNA expression was 48% after incubation with AGEs pretreated using the anti-VEGF antibody (Fig. 5e). In addition, we quantified claudin-5 protein in PnMECs after incubation with the anti-VEGF neutralising antibody (Fig. 5f). Production of claudin-5 protein was increased after pre-incubation with the anti-VEGF neutralising antibody (Fig. 5g). The TEER value of PnMECs was also significantly increased after exposure to AGEs in cells pretreated with the anti-VEGF neutralising antibody (Fig. 5h). RAGE production in PnMECs was significantly induced after the application of AGEs (Fig. 5d).
Discussion
In this study, we examined the importance of the cells comprising the BNB in the formation or maintenance of the basement membrane. We have successfully established PnMEC and peripheral nerve pericyte cell lines of human origin [15, 16]. Therefore, our in vitro BNB model is considered suitable for the analysis of the production of basement-membrane-related molecules, because it is difficult to identify cells that synthesise these molecules in vivo. Our study demonstrated that fibronectin, collagen type IV, MMP-2 and TIMP-1 are mainly synthesised by peripheral nerve pericytes, confirming that the maintenance of the basement membrane components is regulated primarily by peripheral nerve pericytes at the BNB. The basement membrane of the BBB is constructed from ECM-related molecules, including collagen type IV and fibronectin, and is regulated by TIMP-1, which inhibits MMPs [8]. Several studies suggest that astrocytes and brain pericytes synthesise fibronectin and collagen type IV, and these cells secrete MMP-2 and MMP-9 to maintain basement membrane turnover [11, 17]. Our study verified that peripheral nerve pericytes, which are the only cells in the endoneurial microvessels other than PnMECs, might be the key cells with regard to the maintenance of the basement membrane at the BNB.
The breakdown of the BNB is considered to be a key step in diabetic neuropathy [5, 6]. Investigations of biopsied nerves with mild to severe diabetic neuropathy showed structural changes in the microvasculature in the endoneurium, including an increase in the basement membrane thickness, pericyte degeneration and endothelial hyperplasia [6]. Although basement membrane hypertrophy at the BNB is one of the cardinal pathogenic features of diabetic neuropathy [6], its pathogenesis remains unclear. TGF-β1 is generally accepted to be the main pro-fibrotic factor in diabetic nephropathy [13]. Several lines of experimental and clinical evidence support a major role for TGF-β1 in the development of glomerulosclerosis and interstitial fibrosis in diabetic nephropathy [18, 19]. In another study, inhibition of TGF-β1 with neutralising antibodies prevented the glomerular enlargement and the excess matrix production by reducing collagen type IV and fibronectin [20, 21]. Conversely, VEGF is also known to be another mediator of the early and late vascular changes in diabetic nephropathy and retinopathy. Several studies have suggested that VEGF signalling may affect renal matrix accumulation, because inhibition of VEGF with neutralising antibodies attenuates the increase in glomerular basement membrane thickness and mesangial matrix expansion in diabetic nephropathy [13, 22]. Furthermore, recent evidence has shown that VEGF may contribute to the breakdown of the BRB during diabetic retinopathy because of the beneficial effects of anti-VEGF agents in the reduction of retinal vascular permeability [23]. We therefore hypothesised that TGF-β and VEGF signalling may contribute to the induction of basement membrane hypertrophy and disruption of the BNB. Our study demonstrated that the production of fibronectin and collagen type IV by peripheral nerve pericytes significantly increased after exposure to TGF-β or VEGF, and that the amount of pro-MMP-9 significantly increased. These results indicate that TGF-β and VEGF might directly stimulate the production of fibronectin and collagen type IV in peripheral nerve pericytes, and that the induction of pro-MMP-9 might then occur secondary to these signals, thus leading to degradation of the increased fibronectin or collagen type IV in order to maintain ECM turnover.
AGEs are the late products of non-enzymatic glycation, and their accumulation on proteins in the microvasculature appears to be a key factor in the development of neuropathy [24]. AGEs accumulate in the vessel walls and have been implicated in both the macrovascular and microvascular complications of diabetes [12]. The accumulation of AGEs in both the peripheral nerves of human diabetic patients and in the experimental diabetic animals was observed in vascular endothelial cells, pericytes, and the basement membrane, as well as in axons and Schwann cells, thus resulting in an impaired nerve function and characteristic pathological alterations [24, 25]. Several lines of evidences suggest that AGEs induce basement-membrane thickening in diabetic nephropathy and retinopathy [13, 26]. However, the molecular mechanism underlying this process is unclear in diabetic neuropathy. Our study demonstrates that the production of collagen type IV and fibronectin in peripheral nerve pericytes was significantly increased after exposure to AGEs. These results thus indicate that AGEs directly induce basement membrane hypertrophy at the BNB.
Several other studies suggest that an imbalance between MMPs and TIMPs may cause basement membrane hypertrophy through inhibition of ECM degradation [9, 13]. Our results demonstrated that induction of TIMP-1 and reduction of MMP-9 in peripheral nerve pericytes was observed after application of AGEs, thus suggesting that AGEs inhibit ECM degradation at the BNB. Furthermore, our study also demonstrated that the production of VEGF and TGF-β secreted from peripheral nerve pericytes was increased after incubation with AGEs. The experimental inhibition studies using anti-VEGF or TGF-β neutralising antibodies in peripheral nerve pericytes also revealed that VEGF and TGF-β were primarily responsible for the upregulation of fibronectin and collagen type IV. These results indicate that AGEs induce basement membrane hypertrophy and disrupt the BNB by increasing the production of secreted VEGF and TGF-β by pericytes under diabetic conditions.
The breakdown of the BRB occurs in patients with diabetic retinopathy [27]. Several studies have suggested that AGEs induce vasopermeability of the retina by increasing VEGF production [14, 23, 28–31] and disrupt the BRB by decreasing tight junction proteins, such as occludin and ZO-1 [32]. However, the role of AGEs in diabetic neuropathy remains unclear. In this study, we examined whether AGEs could alter the integrity of the tight junction in endothelial cells during diabetic neuropathy. Claudin-5 is known to be a major component of tight junctions, and the production of claudin-5 is important for tight junction maintenance in the mature BBB [33]. Our results demonstrate that claudin-5 in PnMECs was decreased after exposure to AGEs. In contrast, the production of VEGF in PnMECs was increased after incubation with AGEs, and our inhibition studies using an anti-VEGF neutralising antibody also revealed that VEGF was primarily responsible for the downregulation of claudin-5. These results indicate that AGEs reduce the production of claudin-5 in PnMECs by increasing the secretion of VEGF secreted by the PnMECs themselves.
Our findings show that the production of RAGE was significantly increased in peripheral nerve pericytes and PnMECs after exposure to AGEs. RAGE is a 35 kDa polypeptide of the Ig superfamily that plays a critical role in the development of diabetic vascular complications [34, 35]. RAGE is present in minimal quantities in the normal endothelial cells and pericytes of the BNB, but is upregulated in a positive-feedback manner when AGE ligands accumulate [24, 36]. These activities may induce inflammatory responses, leading to aggravation of diabetic vascular complications [36]. RAGE has also been reported to activate transcription factor nuclear factor κB cells (NF-κB), thus leading to increase production of the cytokines including TNF-α [34, 35]. Several studies have demonstrated that NF-κB activation may induce VEGF and TGF-β production [37, 38]. The activation of RAGE in PnMECs and peripheral nerve pericytes after exposure to AGEs may thus induce the production of VEGF and TGF-β through NF-κB signalling. The prevention or decrease of glycation and glycation-induced tissue damage could be possible therapeutic strategies for the treatment of diabetic neuropathy [39, 40]. Recent clinical studies have shown that AGE breakers, including ALT-711 and alagebrium, may be able to decrease the adverse vascular effects of glycation with few side effects [41–43], although no benefits have been demonstrated in the area of neuropathy. The inhibition of pathological responses mediated by AGEs may have therapeutic potential for diabetic neuropathy, although the RAGE-mediated molecular mechanisms need to be explored in further studies.
In conclusion, we have herein demonstrated that pericytes are the main regulators involved in the maintenance of the basement membrane at the BNB, and that AGEs induce basement membrane hypertrophy and disrupt the BNB by increasing the secretion of VEGF and TGF-β released by pericytes and the secretion of VEGF secreted by PnMECs under diabetic conditions. Further research is necessary because obtaining a better understanding of the molecular mechanisms by which AGEs induce BNB breakdown is expected to provide new targets for the treatment and prevention of diabetic neuropathy.
Abbreviations
- Act-:
-
Active-
- AGEs:
-
Advanced glycation end-products
- BBB:
-
Blood–brain barrier
- bFGF:
-
Basic fibroblast growth factor
- BNB:
-
Blood–nerve barrier
- BRB:
-
Blood–retinal barrier
- ECM:
-
Extracellular matrix
- GAPDH:
-
Glyceraldehyde-3-phosphate dehydrogenase
- MMP:
-
Matrix metalloproteinase
- NF-κB:
-
Nuclear factor κB
- PnMECs:
-
Peripheral nerve microvascular endothelial cells
- RAGE:
-
Receptor of advanced glycation end-product
- TEER:
-
Transendothelial electrical resistance
- TGF:
-
Transforming growth factor
- TIMP:
-
Tissue inhibitor of metalloproteinase
- VEGF:
-
Vascular endothelial growth factor
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Acknowledgements
This work was supported by research grants (numbers 22790821 and 21390268) from the Japan Society for the Promotion of Science, Tokyo, Japan and also by research grant (K2002528) from Health and Labor Sciences Research Grants for research on intractable diseases (Neuroimmunological Disease Research Committee) from the Ministry of Health, Labor and Welfare of Japan.
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ESM Fig. 1
The collagen type IV (COL4A4), fibronectin, TIMP1, MMP2 and MMP9 mRNA expressions were quantified in peripheral nerve microvascular endothelial cells (PnMECs) and peripheral nerve pericytes by real-time RT-PCR expressed as the ratio of target gene/GAPDH. The COL4A4 (a), fibronectin (b) and TIMP1 (c) mRNA expressions in peripheral nerve pericytes were higher than those in PnMECs (mean ± SEM, n = 3, *p<0.01), although MMP2 (d) and MMP9 (e) did not show a significant difference between these cell lines (PDF 1,837 kb)
Table 1
Human primer pairs used in RT-PCR analysis (PDF 66 kb)
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Shimizu, F., Sano, Y., Haruki, H. et al. Advanced glycation end-products induce basement membrane hypertrophy in endoneurial microvessels and disrupt the blood–nerve barrier by stimulating the release of TGF-β and vascular endothelial growth factor (VEGF) by pericytes. Diabetologia 54, 1517–1526 (2011). https://doi.org/10.1007/s00125-011-2107-7
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DOI: https://doi.org/10.1007/s00125-011-2107-7