Home The association between plasma concentration of pigment epithelium-derived factor and diabetic retinopathy
Article Open Access

The association between plasma concentration of pigment epithelium-derived factor and diabetic retinopathy

  • Tayfun Şahin ORCID logo and Alpaslan Karabulut ORCID logo EMAIL logo
Published/Copyright: September 5, 2023

Abstract

Objectives

Diabetic retinopathy (DRP) is one of the most common microvascular complications of diabetes. The pigment epithelium-derived factor (PEDF) is a protein that is one of the most potent angiogenesis inhibitors. The effect of blood PEDF concentration on DRP formation remains unclear. The present study aimed to determine whether the plasma concentration of PEDF is effective on the appearance of DRP.

Methods

The present study consisted of 62 patients with diabetes mellitus and 20 healthy participants. The patient group included 28 patients with non-proliferative DRP, 13 with proliferative DRP, and 21 diabetic patients without DRP. The PEDF levels in patient serum samples were detected through the ELISA method. The body mass index of the participants was calculated.

Results

Serum PEDF levels of diabetic patients (1.533 ± 0.233 μg/mL) were found to be lower (2.163 ± 0.343 μg/mL) than healthy participants (p=0.002). The PEDF levels were similar in the DRP and non-DRP groups (p=0.337). The plasma PEDF level decreased along with the progression of DRP (p=0.001).

Conclusions

The PEDF concentration in the blood decreases along with the increase of DRP grade. Decreased blood concentration of PEDF may be important to predict microvascular complications. Agents containing PEDF may be used intraocularly/systemically for therapeutic purposes to prevent vascular complications of diabetes in the near future.

Introduction

Diabetes mellitus (DM) is a metabolic disease that is caused by the deficiency/absence of insulin in the body or the resistance to the effects of insulin, and progresses with disorders in carbohydrate, lipid and protein metabolism as a result of chronic hyperglycemia [1]. The DM incidence gradually increases all over the world. 537 million adults (20–79 years) are living with diabetes. This number is predicted to rise to 643 million by 2030 and 783 million by 2045 [2]. Microvascular and macrovascular complications are the most significant causes of work loss, morbidity, and mortality in diabetic persons. It has been detected that approximately 14 % of health expenditures are provided to these complications of diabetes. Therefore, clarifying pathophysiological mechanisms has drawn attention to preventing these diabetes-induced complications. Recent studies have shown that the leading cause of organ damage in diabetes mellitus is inflammation [3, 4]. The most common microvascular complication of diabetes is diabetic retinopathy (DRP). DRP is the most important cause of blindness and appears in individuals between 24 and 70 years of age who actively work [5].

Pigment epithelium-derived factor (PEDF) is a protein with a weight of 50 kDa identified as a neurotropic factor first detected in human retinal pigment cells [6]. Although PEDF was first seen in the eye, it is known to be synthesized in various organs such as the brain, spinal cord, liver, heart, placenta, bone, pancreas, and prostate [7]. Primary circulatory resources of PEDF include liver and adipose tissue [8]. PEDF is a multifunctional protein with neurotropic, neurotrophic, neuroprotective, anti-tumorigenic, anti-angiogenic, and anti-vascular permeability characteristics. PEDF is one of the most potent endogenous angiogenesis inhibitors [9]. It has been reported that PEDF may bring a new approach to treating vascular complications in diabetic patients thanks to these characteristics [10, 11].

It has been previously shown that the reduction of retinal (retinal capillary endothelial cells and Müller cells) PEDF levels in an animal model with DRP is pathological. It was stated in the study above that the decrease/loss of PEDF levels may increase retinal inflammation and thus contribute to the pathogenesis of DRP [12]. However, the mechanism of action of extracellular PEDF remains unclear. This study aimed to determine any possible association between serum PEDF levels and DRP.

Materials and methods

This cross-sectional case-control study was conducted with ophthalmology and internal medicine clinics. The Helsinki Declaration was adhered to throughout the study. Ethical approval from Ethical Committee for Clinical Researches (2019/67) and informed consent form from all participants were obtained. Totally 82 individuals, including 41 patients with DRP and 21 diabetic patients without DRP who, were referred to our hospital between December 2019 and November 2020 and 20 healthy participants were enrolled into the study.

The complete ophthalmological examinations of the participants were performed by the eye clinic (T.S). Systemic diseases and medication history were investigated. Fundus Fluorescein Angiography (FFA) was performed in all patients with DRP findings in the fundus examination to determine the stage of DRP. DRPs of the patients were divided into 2 groups as non-proliferative DRP (NPDRP) (28 patients) and proliferative DRP (PDRP) (13 patients) depending on FFA findings—blood samples for analyses including serum PEDF levels of all participants collected taken by the internal medicine clinic. All participants’ body mass index (BMI) was calculated by dividing the weight in kg into the square of the height in meter.

Inclusion and exclusion criteria

The study included adult patients diagnosed with Type 2 DM. Pregnant and minor individuals as well as patients with coronary artery disease, peripheral artery disease, history of cerebrovascular event, macrovascular complications such as type 1 DM, diabetic foot, with signs of kidney and liver failure (high creatinine-BUN, bilirubin-liver enzymes, urinary proteinuria) patients were excluded from the study. The patients with retinopathy due to other causes except diabetic retinopathy and those with glaucoma and uveitis were also excluded.

Laboratory analysis

Blood samples remaining from those collected for routine tests were centrifuged at 3,500 rcf for 10 min. Serum was taken and put into Eppendorf tubes. Serum samples were stored at −80 °C until analysis. Kits and serum samples were protected at room temperature (+25 °C) for 60 min to analyze enzyme levels during the study. PEDF levels were analyzed through the Sandwich Enzyme-Linked Immunosorbent Assay (ELISA) method in the serum samples of the participants.

PEDF analysis

The PEDF levels in patient serum samples were detected through the ELISA method. The Bt laboratory brand catalog no: E1634Hu Human Pigment Epithelium-Derived Factor (PEDF) (Bioassay Technology Laboratory, Shanghai, China) ELISA kit was used for the measurements. PEDF results were stated in µg/mL.

Statistical analysis

Statistical analyses were performed by using SPSS (Version 22.0, SPSS Inc., Chicago, IL, USA) package program. The Kolmogorov-Smirnov test appraised the conformity of the groups to the normal distribution. Continuous variables in normally distributed groups were shown as mean ± standard deviation, and continuous variables which do not comply with the normal distribution were shown as median. The Student’s t-test analysis was used to compare patient and control groups with normal distribution, and Mann Whitney U test analysis was used for those without normal distribution. The chi-square test was used to evaluate categorical variables between groups. The one-way ANOVA was used for a triple comparison of the groups with normal distribution, and the Kruskal-Wallis test was used for those without normal distribution. If the data showed normal distribution in the correlation analysis, the Pearson test was used; otherwise, the Spearman correlation test was used. Any p-value below 0.05 (p<0.05) was accepted as statistically significant.

Results

A total of 82 volunteers, consisting of sick and healthy volunteers, were included in the study. 41 of them were diabetic patients with DRP, 21 of them were non-DRP diabetic patients, and 20 of them were healthy volunteers. DRP finding was absent in 21 diabetic patients; however, 28 patients had NPDRP, and 13 had PDRP.

Demographic data of the groups, age, gender distribution, body mass index (BMI), and systolic and diastolic blood pressures were similar in all groups (Table 1).

Table 1:

Demographic data of the groups.

DRP group (n:41) No DRP-diabetic group (n:21) Control group (n:20) p-Value
Gender, female/male 21/20 14/7 13/7 0.448
Age, year 60.14 ± 8.82 60.19 ± 10 57.10 ± 6.95 0.400
BMI, kg/m2 30 ± 4.6 31.8 ± 5.6 28.3 ± 3.4 0.069
SBP, mmHg 127.6 ± 12.3 126.5 ± 10.4 125.4 ± 9.6 0.424
DBP, mmHg 78.1 ± 8.8 76.3 ± 7.8 75.6 ± 7.4 0.321
  1. BMI, body mass index; DBP, diastolic blood pressure; SBP, systolic blood pressure. One-way ANOVA test.

When we examined the biochemical data of the groups, FBG and HbA1c levels in the DRP and non-DRP groups were significantly higher than those in the control group [for FBG; for p<0.001 and HbA1c; p<0.001]. All groups had similar Triglyceride, total cholesterol, HDL, and LDL cholesterol values. In addition, serum creatinine values, total bilirubin, indirect bilirubin and direct bilirubin values, and neutrophil-lymphocyte ratio (NLR) were similar in the three groups (Table 2).

Table 2:

Biochemical data of the groups.

DRP group (n:41) No DRP-diabetic group (n:21) Control group (n:20) p-Value
HbA1c, % 9.30 ± 2.54 8.14 ± 1.77 5.17 ± 0.34 (Non-DRP-Control)

<0.001 (DRP-Control) <0.001
FBG, mg/dL 203 ± 102 177 ± 71 98 ± 10 (Non-DRP-Control)

<0.001 (DRP-Control) <0.001
Total bilirubin, mg/dL 0.63 ± 0.24 0.64 ± 0.32 0.69 ± 0.31 0.754
Direct bilirubin, mg/dL 0.31 ± 0.10 0.60 ± 0.11 0.53 ± 0.11 0.818
Indirect bilirubin, mg/dL 0.52 ± 0.21 0.52 ± 0.26 0.57 ± 0.26 0.710
T. Cholesterol, mg/dL 222 ± 59 207 ± 41 220 ± 37 0.540
LDL-cholesterol, mg/dL 131 ± 43 120 ± 32 138 ± 31 0.334
HDL-cholesterol, mg/dL 49 ± 28 53 ± 13 51 ± 7 0.401
Triglyceride, mg/dL 203 ± 171 169 ± 63 152 ± 71 0.316
NLR 2±0.80 2.02 ± 0.74 1.85 ± 0.57 0.718
Creatinine, mg/dL 0.77 ± 0.16 0.74 ± 0.19 0.78 ± 0.17 0.772
  1. FBG, fasting blood glukoz; LDL, low density lipoprotein; HDL, high density lipoprotein; NLR, neutrophil lymphocyte ratio. One-way ANOVA test. Values in bold are p<0.05 statistically significant.

There was a significant difference between serum PEDF levels of diabetic patients (1.533 ± 0.233 μg/mL) and (2.163 ± 0.343 μg/mL) healthy participants (p=0.002). (Mann Whitney U test) (variation coefficient %105).

The PEDF level in the DRP subgroup of diabetic patients (n=41) was 1.341 ± 0.182 μg/mL, whereas the PEDF level in the non-DRP subgroup (n=21) was 1.910 ± 0.592 μg/mL (p=0.337) (Mann Whitney U test).

The blood PEDF levels in the healthy individuals were higher than the diabetic group; however, PEDF levels decreased significantly as diabetic retinopathy progressed (2.163 ± 0.343 μg/mL, 1.910 ± 0.592 μg/mL, 1.588 ± 0.247 μg/mL, 0.806 ± 0.127 μg/mL in the control group, non-DRP, NPDRP, PDRP groups, respectively) (p=0.001) (Figure 1) (Table 3).

Figure 1: 
PEDF levels according to the severity of the disease. NPDRP, non-proliferative DRP; PDRP, proliferative DRP.
Figure 1:

PEDF levels according to the severity of the disease. NPDRP, non-proliferative DRP; PDRP, proliferative DRP.

Table 3:

PEDF levels according to the severity of the disease.

PDRP group (n:13) NPDRP group (n:28) No DRP-diabetic group (n:21) Control group (n:20) p-Value
PEDF, µg/mL 0.806 ± 0.127 1.588 ± 0.247 1.910 ± 0.592 2.163 ± 0.343 0.001
  1. PEDF, pigment epithelium-derived factor; NPDRP, non-proliferative DRP; PDRP, proliferative DRP. Kruskal Wallis test. Values in bold are p<0.05 statistically significant.

A significant negative correlation was observed between the progression of retinopathy and PEDF levels (Spearman rho correlation coefficient ρ= −0.288; p=0.009). Progression of retinopathy was associated with fasting blood glucose (ρ=0.489; p=0.001) and HbA1c (ρ=0.613; p=0.001) levels. No significant correlation was detected between total bilirubin, direct bilirubin, indirect bilirubin, neutrophil-lymphocyte ratio, total cholesterol, HDL, LDL, triglyceride, BMI, creatinine levels and progression of retinopathy (p>0.05).

Discussion

The two leading causes that threaten vision in diabetic patients are retinal neo-vascularization and macular edema [13]. The result of the study revealed that the level of PEDF, which is known as one of the most potent inhibitors of vascularization in the serum of diabetic patients, was lower than in the healthy control group. We observed that blood PEDF levels decreased further in diabetic patients as retinopathy progressed.

It is consensually accepted that DRP is an inflammatory disease. The earliest histopathological indicator for DRP is the loss of pericytes. Loss of pericytes causes basal membrane thickening, increased permeability, and formation of microaneurysms. It was reported that proliferative changes associated with neovascularization occur after loss of pericytes. It is known that the increase in vascular permeability is the main reason that threatens vision in DRP. Advanced glycation end-products (AGEs) were shown to induce the expression of intercellular adhesion molecule (ICAM-1) and increase the leukocyte adhesion into endothelial cells. VEGF was detected as the main etiological factor that increases ICAM-1 expression and vascular permeability [14].

PEDF is a protein synthesized from lung, brain, kidney, liver, and adipose tissue [15]. PEDF blocks endothelial cell activation, smooth muscle cell proliferation, and leukocyte adhesion to endothelial cell [16]. It has been shown that PEDF reduces TNF-α expressed by hypoxia in retinal capillary endothelial cells [17]. When Wang et al. administered PEDF-expressing adenovirus to diabetic rats intravenously, they showed that the expression of proinflammatory factors such as TNF-α, MCP-1, ICAM-1, and VEGF was suppressed, and retinal neovascularization was inhibited [18]. Moreover, PEDF is known as one of the most potent inhibitors of angiogenesis [11]. The hypothesis was previously suggested that PEDF would suppress the proliferative inflammatory response against injuries on endothelial cells and may play a protective role against vascular injuries [19].

It was found that diabetic patients, especially those with proliferative retinopathy, had lower PEDF levels in the vitreous and aqueous humor [20, 21]. Sabater et al. showed a positive correlation between PEDF levels and insulin resistance. They detected that the serum PEDF level in diabetic patients was significantly higher than in the control group. They also showed a significant decrease in PEDF levels after weight loss in the diabetic group [22]. Jenkins et al. found plasma PEDF levels higher in diabetic patients when compared to healthy individuals [23]. These two studies reported that this difference in PEDF level between the groups was positively correlated with BMI. It was stated that increased PEDF level was associated with insulin resistance and obesity. It was found in the study above that serum PEDF levels decreased in individuals who lost weight, and PEDF levels increased in those with metabolic syndrome and type 2 diabetes [24]. Akın et al. obtained different results in their study. They reported that PEDF levels increased in diabetic patients receiving metformin treatment and those who lost weight [17]. They stated that the most likely reason for this may be associated with the fact that metformin directly increases PEDF production and/or release from adipose tissue. They also reported that these results may be due to the small number of patients and the shorter follow-up period. One strength of our study was the absence of significant differences in BMIs between groups. We believe the similarity of the BMI factor affecting PEDF between the groups would be a substantial aspect of our study.

Ogata et al. reported that plasma PEDF levels were significantly higher in type 2 diabetic patients, especially in patients with PDRP, compared to the healthy control group. They stated that higher PEDF levels in plasma may be associated with the progression of diabetic retinopathy [25]. However, Hui et al. suggested that the serum PEDF level was significantly higher in type 2 diabetic patients and that this increase in PEDF was related to the violence of diabetic nephropathy. They reported that such increase in PEDF level in patients with nephropathy may be a compensatory system to prevent disease worsening [26]. Similarly, Matsuyama et al. suggested that the increase in plasma PEDF levels is associated with the progression of the disease in both diabetic retinopathy and nephropathy. They remarked in their study that elevated PEDF levels in the blood may show microvascular damage in diabetic patients and may be a predictor of retinopathy and nephropathy progression [27]. However, the BMI difference between the groups was not considered. Higher PEDF levels in diabetic patients in this study may be associated with higher BMI (It is known that one of the primary sources of PEDF is adipose tissue) values. No information was provided about BMI values of the participants. Jenkins et al. announced that elevated PEDF levels in the sera of diabetic patients may be associated with microvascular complications. Jenkins et al. also reported that serum PEDF levels were associated with microvascular complications, poor vascular health, hyperglycemia, adiposity, and inflammation in patients with Type 1 diabetes. There was a significant difference between the groups’ BMI values that were compared [28]. Another study detected an increase in plasma PEDF levels in patients with diabetic microangiopathy (retinopathy or nephropathy). In the analysis above, the authors suggested that the increase in PEDF works like a defense system to inhibit vascular injury in diabetes [28]. Although it was known that BMI affects PEDF levels in previous studies, this was not kept similar when comparing groups. The BMI values of the groups were similar in our study. The possible effect of BMI on PEDF levels was thereby eliminated. Diabetic patients enrolled into our study were those diagnosed with DM for over a decade. We detected that PEDF levels decreased in diabetic patients and as the stage of DRP progressed. We believe that this (as the duration and complications of diabetes increase) may be related to the decrease in blood level due to consumption of PEDF in peripheral tissues.

We have a limited number of patients and sub-group patients. We had a challenging time collecting patients due to the Covid-19 pandemic that occurred during patient collection phase, and we could not increase the number of patients to the level we wanted.

Conclusions

Blood PEDF levels change in DM. Decreased blood PEDF levels may cause emergence and progression of DRP. Agents containing PEDF may be used intraocularly/systemically for therapeutic purposes to prevent vascular complications of diabetes shortly. Further studies with more extensive patient series would guide us.


Corresponding author: Alpaslan Karabulut, MD, Department of Internal Medicine, HITIT University Medicine Faculty, 019030 Corum, Türkiye, Phone: +90 505 579 1456, Fax: +90 364 713 0101, E-mail:

  1. Research ethics: The ethical approval from Ethical Committee for Clinical Researches (2019/67).

  2. Informed consent: Informed consent was obtained from all individuals included in this study.

  3. Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission.

  4. Competing interests: Authors state no conflict of interest.

  5. Research funding: The study was carried out with the support of scientific research projects (TIP19001.19.011) of Hitit University.

References

1. American Diabetes Association. Diagnosis and classification of diabetes mellitus. Diabetes Care 2013;36:S67–74. https://doi.org/10.2337/dc13-s067.Search in Google Scholar

2. Magliano, DJ, Boyko, EJ, IDF Diabetes Atlas 10th edition Scientific Committee. IDF diabetes atlas, 10th ed. Brussels: International Diabetes Federation; 2021.Search in Google Scholar

3. Atak, B, Aktas, G, Duman, TT, Erkus, E, Kocak, MZ, Savli, H. Diabetes control could through platelet-to-lymphocyte ratio in hemograms. Rev Assoc Med Bras 2019;65:38–42. https://doi.org/10.1590/1806-9282.65.1.38.Search in Google Scholar PubMed

4. Kocak, MZ, Aktas, G, Duman, TT, Atak, BM, Kurtkulagi, O, Tekce, H, et al.. Monocyte lymphocyte ratio as a predictor of diabetic kidney injury in type 2 diabetes mellitus; the MADKID study. J Diabetes Metab Disord 2020;19:997–1002. https://doi.org/10.1007/s40200-020-00595-0.Search in Google Scholar PubMed PubMed Central

5. Zheng, Y, Ley, SH, Hu, FB. Global aetiology and epidemiology of type 2 diabetes mellitus and its complications. Nat Rev Endocrinol 2018;14:88–98. https://doi.org/10.1038/nrendo.2017.151.Search in Google Scholar PubMed

6. Tombran-Tink, J, Chader, GG, Johnson, LV. PEDF: a pigment epithelium-derived factor with potent neuronal differentiative activity. Exp Eye Res 1991;53:411–4. https://doi.org/10.1016/0014-4835(91)90248-d.Search in Google Scholar PubMed

7. Tombran-Tink, J, Barnstable, CJ. PEDF: a multifaceted neurotrophic factor. Nat Rev Neurosci 2003;4:628–36. https://doi.org/10.1038/nrn1176.Search in Google Scholar PubMed

8. Wang, F, Ma, X, Zhou, M, Pan, X, Ni, J, Gao, M, et al.. Serum pigment epithelium-derived factor levels are independently correlated with the presence of coronary artery disease. Cardiovasc Diabetol 2013;12:56. https://doi.org/10.1186/1475-2840-12-56.Search in Google Scholar PubMed PubMed Central

9. Ek, ET, Dass, CR, Choong, PF. Pigment epithelium-derived factor: a multimodal tumor inhibitor. Mol Cancer Therapeut 2006;5:1641–6. https://doi.org/10.1158/1535-7163.mct-06-0107.Search in Google Scholar PubMed

10. Cao, W, Tombran-Tink, J, Elias, R, Sezate, S, Mrazek, D, McGinnis, JF. In vivo protection of photoreceptors from light damage by pigment epithelium-derived factor. Invest Ophthalmol Vis Sci 2001;42:1646–52.Search in Google Scholar

11. Dawson, DW, Volpert, OV, Gillis, P, Crawford, SE, Xu, H, Benedict, W, et al.. Pigment epithelium-derived factor: a potent inhibitor of angiogenesis. Science 1999;285:245–8. https://doi.org/10.1126/science.285.5425.245.Search in Google Scholar PubMed

12. Zhang, SX, Wang, JJ, Gao, G, Shao, C, Mott, R, Ma, JX. Pigment epithelium-derived factor (PEDF) is an endogenous antiinflammatory factor. Faseb J 2006;20:323–5. https://doi.org/10.1096/fj.05-4313fje.Search in Google Scholar PubMed

13. Cheung, N, Mitchell, P, Wong, TY. Diabetic retinopathy. Lancet 2010;376:124–36. https://doi.org/10.1016/s0140-6736(09)62124-3.Search in Google Scholar

14. Yamagishi, S, Matsui, T, Nakamura, K, Ueda, S, Noda, Y, Imaizumi, T. Pigment epithelium-derived factor (PEDF): its potential therapeutic implication in diabetic vascular complications. Curr Drug Targets 2008;9:1025–9. https://doi.org/10.2174/138945008786786154.Search in Google Scholar PubMed

15. Tombran-Tink, J, Mazuruk, K, Rodriguez, IR, Chung, D, Linker, T, Englander, E, et al.. Organization, evolutionary conservation, expression and unusual Alu density of the human gene for pigment epithelium-derived factor, a unique neurotrophic serpin. Mol Vis 1996;2:11.Search in Google Scholar

16. Yoshida, T, Yamagishi, S, Nakamura, K, Matsui, T, Imaizumi, T, Takeuchi, M, et al.. Pigment epithelium-derived factor (PEDF) inhibits advanced glycation end product (AGE)-induced C-reactive protein expression in hepatoma cells by suppressing Rac-1 activation. FEBS Lett 2006;580:2788–96. https://doi.org/10.1016/j.febslet.2006.04.050.Search in Google Scholar PubMed

17. Akın, S, Aksoy, DY, Cınar, N, Aydın, K, Karaağaoğlu, E, Arıyürek, M, et al.. Pigment epithelium-derived factor increases in type 2 diabetes after treatment with metformin. Clin Endocrinol 2012;77:852–6. https://doi.org/10.1111/j.1365-2265.2012.04341.x.Search in Google Scholar PubMed

18. Wang, JJ, Zhang, SX, Lu, K, Chen, Y, Mott, R, Sato, S, et al.. Decreased expression of pigment epithelium-derived factor is involved in the pathogenesis of diabetic nephropathy. Diabetes 2005;54:243–50. https://doi.org/10.2337/diabetes.54.1.243.Search in Google Scholar PubMed

19. Inagaki, Y, Yamagishi, S, Okamoto, T, Takeuchi, M, Amano, S. Pigment epithelium-derived factor prevents advanced glycation end products-induced monocyte chemoattractant protein-1 production in microvascular endothelial cells by suppressing intracellular reactive oxygen species generation. Diabetologia 2003;46:284–7. https://doi.org/10.1007/s00125-002-1013-4.Search in Google Scholar PubMed

20. Boehm, BO, Lang, G, Volpert, O, Jehle, PM, Kurkhaus, A, Rosinger, S, et al.. Low content of the natural ocular anti-angiogenic agent pigment epithelium-derived factor (PEDF) in aqueous humor predicts progression of diabetic retinopathy. Diabetologia 2003;46:394–400. https://doi.org/10.1007/s00125-003-1040-9.Search in Google Scholar PubMed

21. Ogata, N, Nishikawa, M, Nishimura, T, Mitsuma, Y, Matsumura, M. Unbalanced vitreous levels of pigment epithelium-derived factor and vascular endothelial growth factor in diabetic retinopathy. Am J Ophthalmol 2002;134:348–53. https://doi.org/10.1016/s0002-9394(02)01568-4.Search in Google Scholar PubMed

22. Sabater, M, Moreno-Navarrete, JM, Ortega, FJ, Pardo, G, Salvador, J, Ricart, W, et al.. Circulating pigment epithelium-derived factor levels are associated with insulin resistance and decrease after weight loss. J Clin Endocrinol Metab 2010;95:4720–8. https://doi.org/10.1210/jc.2010-0630.Search in Google Scholar PubMed

23. Jenkins, A, Zhang, SX, Gosmanova, A, Aston, C, Dashti, A, Baker, MZ, et al.. Increased serum pigment epithelium derived factor levels in Type 2 diabetes patients. Diabetes Res Clin Pract 2008;82:e5–7. https://doi.org/10.1016/j.diabres.2008.06.019.Search in Google Scholar PubMed PubMed Central

24. Raschke, S, Eckardt, K, Holven, KB, Jensen, J, Eckel, J. Identification and validation of novel contraction-regulated myokines released from primary human skeletal muscle cells. PLoS One 2013;8:e62008. https://doi.org/10.1371/journal.pone.0062008.Search in Google Scholar PubMed PubMed Central

25. Ogata, N, Matsuoka, M, Matsuyama, K, Shima, C, Tajika, A, Nishiyama, T, et al.. Plasma concentration of pigment epithelium-derived factor in patients with diabetic retinopathy. J Clin Endocrinol Metab 2007;92:1176–9. https://doi.org/10.1210/jc.2006-2249.Search in Google Scholar PubMed

26. Hui, E, Yeung, CY, Lee, PC, Woo, YC, Fong, CH, Chow, WS, et al.. Elevated circulating pigment epithelium-derived factor predicts the progression of diabetic nephropathy in patients with type 2 diabetes. J Clin Endocrinol Metab 2014;99:E2169–77. https://doi.org/10.1210/jc.2014-2235.Search in Google Scholar PubMed PubMed Central

27. Matsuyama, K, Ogata, N, Matsuoka, M, Shima, C, Wada, M, Jo, N, et al.. Relationship between pigment epithelium-derived factor (PEDF) and renal function in patients with diabetic retinopathy. Mol Vis 2008;14:992–6.Search in Google Scholar

28. Jenkins, AJ, Zhang, SX, Rowley, KG, Karschimkus, CS, Nelson, CL, Chung, JS, et al.. Increased serum pigment epithelium-derived factor is associated with microvascular complications, vascular stiffness and inflammation in Type 1 diabetes. Diabet Med 2007;24:1345–51. https://doi.org/10.1111/j.1464-5491.2007.02281.x.Search in Google Scholar PubMed

Received: 2023-04-02
Accepted: 2023-08-21
Published Online: 2023-09-05

© 2023 the author(s), published by De Gruyter, Berlin/Boston

This work is licensed under the Creative Commons Attribution 4.0 International License.

Articles in the same Issue

  1. Frontmatter
  2. Review
  3. Exploring nanotechnology-based approaches using miRNAs to treat neurodegenerative disorders
  4. Research Articles
  5. Rhesus factor is a stronger predictor for the risk of Sars-CoV-2 and mortality than ABO blood types
  6. Clinical laboratory testing in the emergency department: a six-year analysis
  7. New data for endemic Phlomis brevibracteata Turrill from North Cyprus: biological activities and chemical composition
  8. Inhibitory effect of organic acids on human neutrophil myeloperoxidase’s peroxidation, chlorination, and nitration activities
  9. Prevalence and association of sIgA in saliva and Pseudomonas aeruginosa infection in TB patients: a cross-sectional study
  10. Within- and between-subject biological variation of hemostasis parameters in a study of 26 healthy individuals
  11. Nasal fluid sample as a reliable matrix for determination of cytokine levels in childhood asthma
  12. Evaluation of the monocyte-to-lymphocyte ratio (MLR) and C-reactive protein (CRP) as diagnostic biomarkers in different lung diseases, especially for SCLC
  13. The association between plasma concentration of pigment epithelium-derived factor and diabetic retinopathy
  14. Can preoperative neopterin levels predict acute kidney injury in patients undergoing on-pump cardiac surgery?
  15. Exosomal prognostic biomarkers predict metastatic progression and survival in breast cancer patients
  16. miR-145-5p suppresses cell proliferation by targeting IGF1R and NRAS genes in multiple myeloma cells
  17. miR-564 and miR-718 expressions are downregulated in colorectal cancer tissues
  18. Ischemic cerebrovascular disease caused by genetic mutation and patent foramen ovale
  19. Comprehensive geriatric assessment and drug burden in elderly chronic kidney disease patients
  20. Exploring the enzyme inhibitory properties of Antarctic algal extracts
Downloaded on 12.9.2025 from https://www.degruyterbrill.com/document/doi/10.1515/tjb-2023-0078/html
Scroll to top button