Literature DB >> 28721140

Serum adipokines and vitamin D levels in patients with type 1 diabetes mellitus.

Mohamed M Ismail1, Tamer A Abdel Hamid1, Alshaymaa A Ibrahim2, Huda Marzouk1.   

Abstract

INTRODUCTION: Adiponectin, leptin and resistin are adipokines that play important roles in the regulation of lipid and carbohydrate metabolism in type 2 diabetes (T2DM). However, their influence in type 1 diabetes mellitus is still unknown. The aim of this study was to measure serum adiponectin, leptin and resistin levels and to investigate their relationships with vitamin D and other clinical and laboratory parameters in patients with type 1 diabetes.
MATERIAL AND METHODS: Fifty subjects with type 1 diabetes and 50 healthy age- and sex-matched subjects were selected from the Endocrinology Outpatient Clinic of Cairo University Pediatrics Hospital. Enzyme-linked immunosorbent assay was used to measure the levels of leptin, adiponectin and resistin. Vitamin D levels were measured using electro-chemiluminescence immunoassay.
RESULTS: There were no significant differences in adiponectin and leptin levels between diabetic and control subjects (p = 0.6 and p = 0.5 respectively). Resistin levels were significantly higher in the diabetic group compared to controls (p < 0.001) and in postpubertal patients compared to prepubertal patients (p < 0.04). Serum resistin in type 1 diabetes showed a negative correlation with vitamin D (p < 0.001) and a positive correlation with glycated hemoglobin (HbA1c) (p = 0.006), while other adipokines were not interrelated.
CONCLUSIONS: These results strongly support a role of resistin and vitamin D deficiency in the pathophysiology of type 1 diabetes. Vitamin D may be involved in resistin regulation through an unknown mechanism. Further studies are recommended to understand resistin regulation in type 1 diabetes.

Entities:  

Keywords:  adiponectin; leptin; resistin; type 1 diabetes mellitus; vitamin D

Year:  2016        PMID: 28721140      PMCID: PMC5510519          DOI: 10.5114/aoms.2016.60680

Source DB:  PubMed          Journal:  Arch Med Sci        ISSN: 1734-1922            Impact factor:   3.318


Introduction

Type 1 diabetes mellitus (T1DM) is a highly prevalent chronic disease that usually develops during infancy and adolescence. It is a genetic-based autoimmune condition resulting from absolute insulin deficiency due to immune-mediated destruction of pancreatic β cells [1]. A relationship between T1DM and vitamin D deficiency was previously reported, and there is growing evidence that a decreased vitamin D level in pregnancy or early childhood may be associated with an increased risk of T1DM. However, this evidence is not yet conclusive [2]. Although some studies found no association between serum vitamin D levels and parameters of insulin action [3], others have shown positive associations [4]. However, it is speculated that vitamin D plays a role in glycemic control and insulin sensitivity improvement in patients with T1DM, and this role of vitamin D in T1DM pathogenesis may be due to its immunomodulatory actions of reducing lymphocyte proliferation and cytokine production [5]. Adipokines such as adiponectin, leptin and resistin are bioactive mediators secreted by adipose tissue [6]. They have a significant role in the regulation of lipid and carbohydrate metabolism and involvement in the inflammatory responses [7]. In contrast to type 2 diabetes, involvement of adipose tissue in the low-grade systemic inflammation observed in T1DM has been investigated far less. Indeed, alterations in circulating levels of adipokines in T1DM indicate adipose tissue involvement in T1DM pathogenesis [8]. The aim of this study was to measure serum adiponectin, leptin, and resistin levels and to investigate their relationships with vitamin D and other clinical and laboratory parameters in patients with T1DM.

Material and methods

Fifty children and adolescents with T1DM (24 boys and 26 girls, mean age 12.3 ±1.3 years) and 50 healthy subjects (28 boys and 22 girls, mean age 12.0 ±1.4 years) participated in the study. All patients with T1DM were being followed in the Pediatric Endocrinology Outpatient Clinic of Cairo University Pediatric Hospital. All patients were on insulin therapy with an average dose of 1.3 ±0.2 units/kg/day. Patients were selected every other day as well as the controls. Both patients and controls were matched for age and sex. Patients with hyperlipidemia, hypertension, anemia and ongoing infection were excluded from the study. In addition, patients receiving multiple vitamin compound therapy containing vitamin D during the previous year were excluded. Eligibility criteria for the control group were: 1) prepubertal and pubertal age; 2) absence of inflammatory and autoimmune diseases (acute or chronic); 3) absence of anemia, T1DM, type 2 diabetes mellitus (T2DM), and primary hyperlipidemia; and 4) not currently on regular medications including vitamin D, antihypertensive or lipid-lowering drugs. The study was approved by the ethics committee of the hospital. Written consent from parents of included subjects was taken according to the ethics committee of the hospital. Anthropometric data included body weight and height, from which the body mass index (BMI) and body mass index z score were calculated. Height was measured in centimeters using a wall-mounted stadiometer. Weight was measured in kilograms using an electronic scale. Body mass index was calculated using the formula: Tanner staging is the most commonly used procedure to assess physical puberty stage. For each member a combined Tanner stage score (ranging from 3 to 13) was assigned based on the sum of stages of pubic hair (5 stages), axillary hair (3 stages) and breast development (5 stages) in females and testicular size in males (5 stages). Following an overnight fast, blood samples were collected from subjects and patients. After separation, serum samples were immediately analyzed for adipokines. Total cholesterol, low-density lipoprotein (LDL), high-density lipoprotein (HDL), triglyceride and hemoglobin levels were measured by the chemical immunoassay method in both patients and controls. Glycated hemoglobin (HbA1c) was measured as a marker of glycemic control in the diabetic patients, using enzyme-linked immunosorbent assay (ELISA). Adiponectin was measured with an ELISA (7) kit supplied by Life Technologies Corporation, Invitrogen, USA; catalog number: KHP0041. Leptin was determined using an ELISA (7) kit supplied by Life Technologies Corporation, Invitrogen, USA; catalog number: KAC228. Resistin was measured with an ELISA (7) kit supplied by Life Technologies Corporation, Invitrogen, USA; catalog number: KHP0051. Vitamin D total assay was performed using the electro-chemiluminescence immunoassay (ECLIA) method (ELECSYS Vitamin D total assay, COBAS, Roche Diagnostics International Ltd. CH-6343 Rotkreuz, Switzerland). Most experts define vitamin D deficiency as less than 20 ng/ml, while 20–30 ng/ml is considered insufficient. The preferred level for vitamin D (25-OH) is ≥ 30 ng/ml [9].

Statistical analysis

Analysis was performed using SPSS version 17 software for Windows. Data are reported as means ± standard deviation (SD) or number (percentage). The differences between the two groups were tested by the t-test for independent samples with normal data distribution or by the Mann-Whitney non-parametric test. Pearson’s and Spearman’s correlation tests (r = correlation coefficient) were used for correlating normal and non-parametric variables, respectively. A p-value of < 0.05 was considered statistically significant.

Results

Clinical characteristics, laboratory characteristics and family history of the diabetic and control subjects are shown in Table I. There were no statistically significant differences in age, sex or family history of diabetes between the patient and control group. Body mass index z score and pubertal staging did not differ significantly between cases and controls (Table I).
Table I

Clinical and laboratory characteristics of diabetic and control subjects

ParameterCases (n = 50)Controls (n = 50)P-value
Age [years]12.3 ±1.312.0 ±1.40.2
Gender (M/F)24/2628/220.6
Diabetic duration [years]4 ±1
Family history of T1DM1 (2%)00.9
Family history of T2DM7 (14%)6 (12%)0.9
Combined Tanner stages:
 Prepubertal stage17 (34%)20 (40%)0.6
 Started puberty33 (66%)30 (60%)0.7
BMI [kg/m2]17.8 ±418.6 ±3.60.2
Total cholesterol [mg/dl]139.6 ±30133.3 ±23.90.2
Hemoglobin [g/dl]13.7 ±1.213.1 ±1.10.1
HbA1c (%)8.8 ±1.94.9 ±0.4< 0.0001
Clinical and laboratory characteristics of diabetic and control subjects There were no significant differences in adiponectin or leptin levels between diabetic and control subjects. Resistin levels were significantly higher in the diabetic group compared to controls (Table II).
Table II

Adipokines and vitamin D in diabetic and control subjects

ParameterCases n = 50Controls n = 50P-value
Adiponectin [µg/ml]9.9 ±4.610.1 ±2.50.6
Leptin [ng/dl]2.8 ±0.82.7 ±0.80.5
Resistin [ng/dl]4.9 ±1.43.8 ±1.2< 0.0001
25-OH Cholecalciferol (vitamin D)17.7 ±8.338.3 ±13.6< 0.0001
Adipokines and vitamin D in diabetic and control subjects Analysis investigating the correlation of adipokine levels with age, BMI, duration of diabetes, daily dose of insulin and HbA1c exhibited a positive correlation between HbA1c and resistin levels (r = 0.27, p = 0.006) (Figure 1). Other adipokines were not interrelated.
Figure 1

Correlation between glycated haemoglobin and resistin levels in type 1 diabetes mellitus subjects

Correlation between glycated haemoglobin and resistin levels in type 1 diabetes mellitus subjects Regarding the changes in the adipokine levels with puberty in the diabetic group, the pre-pubertal patients showed lower levels of resistin (4.85 ±1.38 ng/dl), compared to the post-pubertal patients (5.76 ±1.56 ng/dl, p = 0.04). However, adiponectin and leptin levels showed no statistically significant difference between the two groups. Vitamin D levels differed significantly between diabetic and control subjects. Vitamin D was deficient in 42% of patients, insufficient in 38% of patients and sufficient in 20% only, while in the control group it was deficient in 36%, insufficient in 24% and sufficient in 40%. Analysis investigating the correlation of vitamin D levels with age, BMI, duration of diabetes, daily dose of insulin and HbA1c exhibited a negative (inverse) correlation between both HbA1c and resistin (r = –0.95; p < 0.001; r = –0.86; p < 0.001, respectively) (Figures 2, 3).
Figure 2

Correlation between glycated haemoglobin and vitamin D in type 1 diabetes mellitus subjects

Figure 3

Correlation between resistin and vitamin D in type 1 diabetes subjects

Correlation between glycated haemoglobin and vitamin D in type 1 diabetes mellitus subjects Correlation between resistin and vitamin D in type 1 diabetes subjects

Discussion

The incidence of T1DM increases by about 3–5% every year globally [10]. Systemic cytokines and adipokines, which play a role in the autoimmune process leading to destruction of β cells, could be potential biomarkers for different patterns of disease progression [11, 12]. Adiponectin is shown to have insulin-sensitizing and anti-inflammatory properties, and it can stimulate the pancreas to secrete insulin [13]. Previous studies reported higher adiponectin levels in children and adolescents with T1DM than in normal controls [14-16]. Different studies also support its role in insulin resistance [14, 16]. In this study, serum adiponectin levels in children and adolescents with T1DM were comparable to those in the control group, and no correlation was detected between adiponectin level and diabetes duration or HbA1c. Geyiki et al. reported comparable results [17]. Morales et al. reported no significant difference between adiponectin levels in serum of T1DM patients and a healthy control group, although they reported a significant decrease in adiponectin level in T2DM subjects compared to healthy subjects [18]. Galler et al. reported an increased level of adiponectin in children with T1DM, although they did not find any correlation between adiponectin and HbA1c or diabetes duration [15], but this might be attributed to differences in genetic factors and the ethnic background of the German population, which differs from the Egyptian population of our study. However, differences in polymorphisms in the adiponectin gene, ethnic background, degree of glycemic control and physical activity have been shown to affect adiponectin levels and may explain this inconsistency between different studies [19]. Leptin is known as a key appetite-regulating hormone. Recent studies revealed that leptin has the effect of normalizing hyperglycemia and increasing insulin sensitivity [17]. The leptin data of patients with T1DM compared with healthy controls are controversial, especially during pubertal development [20]. We observed no increase in leptin levels in T1DM compared with healthy subjects, and we also found no association between leptin level and diabetes duration or HbA1c level. These results do not support the role of leptin in insulin resistance. The same findings were reported by Geyikli et al. [17]. Kratzsch et al. reported no increase in serum leptin in T1DM subjects during pubertal development, although they also reported a significant increase in soluble leptin receptor compared to healthy subjects [20]. In a study by Morales et al., a significant increase in serum leptin was reported in T2DM but no significant increase in T1DM compared to healthy subjects. Soliman et al. reported increased levels of leptin in T1DM compared with healthy subjects and reported a significant correlation between leptin levels and insulin resistance [21]. However, serum levels of leptin are markedly affected by anthropometric measures and metabolic changes during pubertal development of children and adolescents with T1DM [20]. Resistin is one of the adipokines that is thought to be involved in the inflammatory process [22]. Its biological function in humans has not been fully identified yet, and the impact of T1DM on resistin secretion remains unclear [22]. In the current study, resistin was significantly higher in diabetic subjects than in control subjects. Other studies have reported comparable results [17, 23]. Shalev et al. studied the plasma resistin levels in healthy people and patients with T1DM before and after islet transplantation. Interestingly, resistin levels were significantly higher in patients with T1DM before transplantation compared with healthy controls, but decreased to normal levels after transplantation [24]. Schäffler et al., in a large study of 555 adult patients with T2DM, 114 patients with T1DM, and 216 healthy control subjects, reported significantly higher resistin levels in control subjects than in patients with T1DM and T2DM [25]. The difference in the study by Schäffler et al. was that all groups of patient were composed of adults rather than adolescents. Furthermore, Celi et al. observed lower resistin levels in children with T1DM compared with a healthy control group [14]. Majewska et al. explained the findings of two previous studies [14, 25] by presence of hyperinsulinemia, which frequently appears in patients with T1DM and may also exert an inhibitory effect on the secretion of resistin [22]. On the other hand, Fehman et al., comparing resistin levels in patients with T1DM and healthy subjects, found similar levels in all subjects [26]. In an interesting study, Martos-Moreno et al. evaluated resistin concentrations in 75 children in the early stages of T1DM before starting insulin therapy and after 1 and 4 months of treatment. Their results showed no difference at any time points, and the concentrations were similar to resistin concentrations obtained from 20 healthy subjects that served as a control group [27]. However, serum resistin in children with T1DM is related to the genetic differences, disease duration, maturity of adipocytes and the dose of exogenous insulin therapy [22]. This may explain the heterogeneity of resistin levels among different studies. This may also explain why the data reported in the literature about resistin levels are controversial, both in their relation with insulin resistance and with the progression of puberty [28-32]. However, in the present study, the pre-pubertal patients showed lower levels of resistin compared to the pubertal patients. On the other hand, Reinehr et al. reported that resistin levels did not significantly differ between prepubertal and pubertal obese subjects [28]. Again the study was performed on non-diabetic subjects [28]. In a study by Li et al., an inverse relationship was found between resistin levels and age in healthy non-diabetic subjects [29]. They explained this finding by their large sample size that allowed them to find this inverse correlation that most other studies did not find. In this study, we also found a positive correlation between resistin and HbA1c, suggesting its role in glucose regulation and insulin resistance. These results are in accordance with Silha et al., who observed a significant correlation between resistin plasma levels and insulin resistance [30], but are in conflict with those of others suggesting that resistin does not play an important role in the development of insulin resistance in humans [31, 32]. There are a number of reports demonstrating the association between vitamin D levels and onset of T1DM [33, 34], although some studies do not confirm these results [35]. In the current study, we found a significant difference between the levels of vitamin D in patients compared to control subjects. Vitamin D was deficient in 42% of patients, insufficient in 38% of patients and sufficient in 20% only, while in the control group it was deficient in 36%, insufficient in 24% and sufficient in 40%. However, many studies have reported increased prevalence of vitamin D deficiency in Middle East and Africa more than in America and Europe. Thus, the prevalence of vitamin D deficiency was 43% in an Australian study [36], 60.5% in a Swiss study [37], 25% in an Italian study [33], and 15% in a North American study [38], but it was reported that black American children and adolescents have a higher risk for low vitamin D status, as demonstrated in a recent pediatric study performed in the United States [39]. In a large study investigating vitamin D levels in German children and adolescents, higher prevalence of vitamin D deficiency was found among immigrants from Turkey, Arab-Islamic countries, Asia, or Africa [40]. In Qatari children, it was revealed that vitamin D deficiency was higher in children with T1DM (90.6%) compared with non-diabetic children (85.3%) [41]. A study in Saudi Arabia demonstrated that 100% of the T1DM adults and 78% of the healthy children were vitamin D deficient [42]. These variations might be explained by differences in dietary intake, sun avoidance behaviors, geographical environment, skin color, or genetic predisposition [42]. Although these studies have suggested vitamin D deficiency as a risk factor of disturbed glucose homeostasis in humans, it is still controversial, particularly in children. It remains unclear whether vitamin D deficiency in children is associated with insulin resistance [5, 33, 34]. However, the inverse correlation between vitamin D status and HbA1c concentrations that was found in this study supports the hypothesis that vitamin D deficiency is associated with poorer glycemic control, which can be caused by insulin resistance. Notably, other studies reported no association between vitamin D levels and insulin resistance in childhood obesity, but this may be due to higher vitamin D levels in the patient groups, or dominant effects of adiposity parameters [43, 44]. It is thought that vitamin D plays its role in the pathogenesis of T1DM by its immunomodulatory actions of reducing lymphocyte proliferation and cytokine production [45]. To the best of our knowledge, there are no human studies that have examined the association between vitamin D and adipokines in patients with T1DM in Egypt. In this study, the analysis investigating the correlation of adipokine levels and vitamin D revealed a negative correlation between vitamin D and resistin levels, but other adipokines were not interrelated. In contrast, Vilarrasa et al. reported no correlation between vitamin D and all studied adipokines in adults with morbid obesity, although they reported an inverse relationship between vitamin D and leptin in healthy subjects [46]. Another study found that vitamin D showed a positive association with adiponectin concentrations and a negative correlation with leptin and resistin in obese children [47]. However, other studies reported a positive correlation between vitamin D and adiponectin [48, 49]. Vaidya et al. mentioned that a positive relation between vitamin D and resistin has never been reported before, and their study was the first one to find a positive correlation between vitamin D and resistin in Caucasian subjects with hypertension [50]. The disparity between these studies and our study could be explained by the differences between the studied groups of subjects including the disease characteristics and the age of the subjects. However, the inconsistencies between all these different studies may again be underscored by the fact that adipokine levels are affected by genetic factors, degree of tissue adiposity, maturity of adipocytes, age at diagnosis and severity of associated pathological conditions [19, 20, 22]. The most important limitation of this study is that it is cross-sectional and thus cannot prove causality or directionality of associations. In conclusion, we observed an increase in resistin levels that positively correlated with HbA1c and inversely correlated with vitamin D levels in patients with T1DM. These results strongly support a role of resistin and vitamin D deficiency in the pathophysiology of T1DM. Vitamin D may be involved in resistin regulation through an unknown mechanism. Further studies with larger numbers of participants are needed to thoroughly investigate the relationship between vitamin D and adipokines in T1DM.

Conflict of interest

The authors declare no conflict of interest.
  49 in total

1.  Circulating adipocytokines in non-diabetic and Type 1 diabetic children: relationship to insulin therapy, glycaemic control and pubertal development.

Authors:  F Celi; V Bini; F Papi; E Santilli; M S Castellani; A Ferretti; M Mencacci; M G Berioli; G De Giorgi; A Falorni
Journal:  Diabet Med       Date:  2006-06       Impact factor: 4.359

2.  Is plasma 25(OH) D related to adipokines, inflammatory cytokines and insulin resistance in both a healthy and morbidly obese population?

Authors:  Núria Vilarrasa; Joan Vendrell; Javier Maravall; Iñaki Elío; Esther Solano; Patricia San José; Isabel García; Núria Virgili; Juan Soler; José Manuel Gómez
Journal:  Endocrine       Date:  2010-07-23       Impact factor: 3.633

3.  The association of plasma resistin with dietary sodium manipulation, the renin-angiotensin-aldosterone system, and 25-hydroxyvitamin D3 in human hypertension.

Authors:  Anand Vaidya; Luminita Pojoga; Patricia C Underwood; John P Forman; Paul N Hopkins; Gordon H Williams; Jonathan S Williams
Journal:  Clin Endocrinol (Oxf)       Date:  2011-03       Impact factor: 3.478

4.  Resistin / Fizz3 expression in relation to obesity and peroxisome proliferator-activated receptor-gamma action in humans.

Authors:  D B Savage; C P Sewter; E S Klenk; D G Segal; A Vidal-Puig; R V Considine; S O'Rahilly
Journal:  Diabetes       Date:  2001-10       Impact factor: 9.461

5.  Plasma resistin levels in patients with type 1 and type 2 diabetes mellitus and in healthy controls.

Authors:  H-C Fehmann; J Heyn
Journal:  Horm Metab Res       Date:  2002 Nov-Dec       Impact factor: 2.936

6.  Plasma resistin, adiponectin and leptin levels in lean and obese subjects: correlations with insulin resistance.

Authors:  Josef V Silha; Michal Krsek; Jan V Skrha; Petr Sucharda; B L G Nyomba; Liam J Murphy
Journal:  Eur J Endocrinol       Date:  2003-10       Impact factor: 6.664

Review 7.  Vitamin D and diabetes mellitus.

Authors:  Chittari Venkata Harinarayan
Journal:  Hormones (Athens)       Date:  2014 Apr-Jun       Impact factor: 2.885

8.  Determinants of adiponectin levels in young people with Type 1 diabetes.

Authors:  M M Barnes; D Curran-Everett; R F Hamman; D Maahs; E J Mayer-Davis; R B D'Agostino; N West; D Dabelea
Journal:  Diabet Med       Date:  2008-03       Impact factor: 4.359

9.  Waist circumference, ghrelin and selected adipose tissue-derived adipokines as predictors of insulin resistance in obese patients: preliminary results.

Authors:  Mariusz Stepien; Kinga Rosniak-Bak; Marek Paradowski; Malgorzata Misztal; Krzysztof Kujawski; Maciej Banach; Jacek Rysz
Journal:  Med Sci Monit       Date:  2011-11

10.  Vitamin D levels in subjects with and without type 1 diabetes residing in a solar rich environment.

Authors:  Lindsey Bierschenk; John Alexander; Clive Wasserfall; Michael Haller; Desmond Schatz; Mark Atkinson
Journal:  Diabetes Care       Date:  2009-08-12       Impact factor: 17.152

View more
  7 in total

1.  Expression of JAZF1, ABCC8, KCNJ11and Notch2 genes and vitamin D receptor polymorphisms in type 2 diabetes, and their association with microvascular complications.

Authors:  Maha A Rasheed; Nagwa Kantoush; Nagwa Abd El-Ghaffar; Hebatallah Farouk; Solaf Kamel; Alshaymaa Ahmed Ibrahim; Aliaa Shalaby; Eman Mahmoud; Hala M Raslan; Omneya M Saleh
Journal:  Ther Adv Endocrinol Metab       Date:  2017-06-05       Impact factor: 3.565

Review 2.  Vitamin D, autoimmunity and immune-related adverse events of immune checkpoint inhibitors.

Authors:  Lillian Sun; Joshua Arbesman; Melissa Piliang
Journal:  Arch Dermatol Res       Date:  2020-06-09       Impact factor: 3.017

3.  Association Between Vitamin D and Resistin in Postmenopausal Females With Altered Bone Health.

Authors:  Sundus Tariq; Saba Tariq; Saba Khaliq; Mukhtiar Baig; Manal Abdulaziz Murad; Khalid Parvez Lone
Journal:  Front Endocrinol (Lausanne)       Date:  2021-01-15       Impact factor: 5.555

4.  Vitamin D insufficiency is associated with inflammation and deregulation of adipokines in patients with metabolic syndrome.

Authors:  Zeinab Khademi; Soudabeh Hamedi-Shahraki; Farshad Amirkhizi
Journal:  BMC Endocr Disord       Date:  2022-09-07       Impact factor: 3.263

5.  Relationship of serum Vitamin D concentrations with Adipokines and Cardiometabolic risk among non-Hispanic black type 2 diabetic and non-diabetic subjects: a cross-sectional study.

Authors:  Janet Antwi; Fatma Huffman; Stacey Sullivan
Journal:  BMC Nutr       Date:  2018-12-18

6.  Adiponectin levels decrease independently of body mass index and diabetes type after the normalization of hyperglycemia

Authors:  Nalan Metin Aksu; Duygu Yazgan Aksoy; Meltem Akkaş; Neşe Çinar; Fatma Uçar; Okan Bülent Yildiz; Aydan Usman
Journal:  Turk J Med Sci       Date:  2020-04-09       Impact factor: 0.973

7.  The role of vitamin D in perinatology. An up-to-date review.

Authors:  Michał Ciebiera; Cezary Wojtyła; Krzysztof Łukaszuk; Magdalena Zgliczyńska; Kornelia Zaręba; Wojciech Rawski; Grzegorz Jakiel
Journal:  Arch Med Sci       Date:  2019-01-30       Impact factor: 3.318

  7 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.