FETUIN A AS AN EARLY MARKER OF DIABETIC NEPHROPATHY IN PATIENTS WITH TYPE 2 DIABETES MELLITUS | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Al-Azhar Medical Journal | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Article 40, Volume 49, Issue 2, April 2020, Page 785-796 PDF (503.86 K) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Document Type: Original Article | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
DOI: 10.21608/amj.2020.82592 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
View on SCiNiTO | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Authors | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Noura A. Mitkees1; Hoda M. El-Sayed1; Adela M. Gad1; Hayam H. Mansour1; Nagwa A. Mohamed2 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1Departments of Internal Medicine, Al-Azhar Faculty of medicine | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2Departments of clinical pathology, National Research Center | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Abstract | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Background: Fetuin-A is a liver-derived plasma protein, mediates the formation and stabilization of calciprotein particles formation, ensures mineral solubilization, thus preventing pathological calcification, also it promotes insulin resistance. Objective: To study the role of fetuin A as a marker for early diabetic nephropathy in type 2 diabetes mellitus. Subjects and Methods: Cross sectional study including 30 diabetic patients without microalbuminuria (group I), 30 diabetic patients with microalbuminuria (Group II) and age and sex matched 30 healthy subjects served as a control group. All patients and control subjects were thoroughly examined clinically. Fasting and post prandial blood sugar, HbA1c, renal function tests, lipid profile, creatinine clearance, albumin/creatinine ratio and serum fetuin A by ELISA were investigated. Results: Serum Fetuin A increased in diabetic nephropathy patients without microabuminuria compared to those with microabuminuria. Significant negative correlation was found between serum Fetuin A and albumin/creatinine ratio in diabetic patients with and without microalbuminuria. Cut off value of serum fetuin A was >294.2 ug/dl with sensitivity of 93.3% ,specificity 93% , positive predictive value 92.7%, negative predictive value 93.8% and diagnostic accuracy 91.6%. Conclusion: Serum fetuin A can be used as an early marker for diabetic nephropathy before development of microalbuminuria in patients with type 2 diabetes mellitus. | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Keywords | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diabetes Mellitus; Microalbuminuria; Serum Fetuin A; Diabetic nephropathy | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Full Text | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
FETUIN A AS AN EARLY MARKER OF DIABETIC NEPHROPATHY IN PATIENTS WITH TYPE 2 DIABETES MELLITUS By Noura A. Mitkees, Hoda M. El-Sayed, Adela M. Gad, Hayam H. Mansour, Nagwa A. Mohamed* Departments of Internal Medicine and clinical pathology*, Al-Azhar Faculty of medicine and NationalResearchCenter* Corresponding author: Noura Abd El-Aziz Mitkees, Mobile: 01555528880, E-mail: nouramitkees@yahoo.com ABSTRACT Background: Fetuin-A is a liver-derived plasma protein, mediates the formation and stabilization of calciprotein particles formation, ensures mineral solubilization, thus preventing pathological calcification, also it promotes insulin resistance. Objective: To study the role of fetuin A as a marker for early diabetic nephropathy in type 2 diabetes mellitus. Subjects and Methods: Cross sectional study including 30 diabetic patients without microalbuminuria (group I), 30 diabetic patients with microalbuminuria (Group II) and age and sex matched 30 healthy subjects served as a control group. All patients and control subjects were thoroughly examined clinically. Fasting and post prandial blood sugar, HbA1c, renal function tests, lipid profile, creatinine clearance, albumin/creatinine ratio and serum fetuin A by ELISA were investigated. Results: Serum Fetuin A increased in diabetic nephropathy patients without microabuminuria compared to those with microabuminuria. Significant negative correlation was found between serum Fetuin A and albumin/creatinine ratio in diabetic patients with and without microalbuminuria. Cut off value of serum fetuin A was >294.2 ug/dl with sensitivity of 93.3% ,specificity 93% , positive predictive value 92.7%, negative predictive value 93.8% and diagnostic accuracy 91.6%. Conclusion: Serum fetuin A can be used as an early marker for diabetic nephropathy before development of microalbuminuria in patients with type 2 diabetes mellitus. Keywords: Diabetes Mellitus, Microalbuminuria, Serum Fetuin A, Diabetic nephropathy
INTRODUCTION Diabetic complications associated with hyperglycemia impair the metabolism of carbohydrates, fats, proteins and electrolytes, all of which can disrupt the vascular system. Many endothelial capillary cells are damaged under these conditions, including those in the retina, renal glomerulus, and both central and peripheral nerves due to excessive harmful accumulation of glucose in these cells (Forbes and Coope., 2013). Diabetic kidney disease is usually a clinical diagnosis made based on the presence of albuminuria and/or reduced estimated glomerular filtration rate (eGFR) in the absence of signs or symptoms of other causes of kidney damage. The typical presentation of diabetic kidney disease is considered to include a long-standing duration of diabetes, retinopathy, albuminuria without hematuria, and gradually progressive loss of eGFR (Afkarian et al., 2016). Microalbuminuria (MA); is the result of increased vascular permeability which develops as a renal manifestation of generalized vascular endothelial injury, that may make it a valuable early predictor of atherosclerosis and cardiovascular mortality, So the early identification and treatment of patients at increased risk for microalbuminurea may be important to limit the excess renal and cardiovascular disease associated with type 2 diabetes (Hasan et al., 2015). Fetuin-A acts as a natural inhibitor of the insulin receptor tyrosine kinase in liver and skeletal muscle. Fetuin A was found to improve insulin sensitivity. Different observational studies have proposed that high serum fetuin-A levels are associated with the presence or development of the metabolic syndrome suggesting fetuin-A as a risk factor for this condition (Dutta et al., 2014). Good evidence suggests that early treatment delays or prevents the onset of diabetic nephropathy or diabetic kidney disease. This has consistently been shown in both type 1 and type 2 diabetes mellitus (Bjornstad et al., 2014). Therefore diagnostic and prognostic markers to predict diabetic nephropathies at early stages are important as early intervention can slow down deterioration of kidney function and improve patient outcomes (Persson and Rossing, 2018). Although diabetic nephropathy has been traditionally diagnosed on the basis of measurement of urinary albumin or eGFR, investigators are searching for alternative or additional measurements for predicting the development and progression of diabetic nephropathy. So, studies are needed to measure key proteins in serum or urine of diabetic patients that seem to be linked to various pathological processes involved in the susceptibility to and progression of diabetic nephropathy (Calcutt et al., 2009). The aim of the present study was to investigate the role of serum fetuin A in early detection of diabetic nephropathy in type 2 diabetic patients. PATIENTS AND METHODS This was a cross sectional study including sixty patients with type 2 diabetes mellitus and thirty healty control. All patients and control were selected from Al-ZhraaUniversityHospital, Al-AzharUniversity during the period between May 2017 and December 2017. Approval of the ethical committee and written informed consents from all participants were obtained. Inclusion criteria: All patients known to have type 2 diabetes mellitus age ranging from 30 – 60 years old. Exclusion criteria: All patients known to have history of cardiovascular disease, stroke or transient ischemic attacks, liver disease, evidence of sepsis, inflammatory bowel disease, and obstructive lung disease were excluded from the study. Individuals with risk factor of diabetes mellitus as obesity, family history of DM, impaired fasting glucose level were also excluded from control group. Subjects were classified as follows: Group I: Thirty healthy age and sex matched subjects were studied for control. Group II: including thirty patients with type 2 diabetes mellitus without microalbuminuria. Group III: Included thirty patients with type 2 diabetes mellitus with microalbuminuria. After thorough clinical examination, the following laboratory investigations were done: full blood count, liver function tests, fasting blood glucose, two hours postprandial blood glucose, glycosylated hemoglobin (HbA1c), total cholesterol, triglycerides, HDL, LDL, urine analysis, blood urea, serum creatinine, microalbuminurea by albumin /creatinine ratio, 24 hour urine collection for creatinine clearance and determination of serum fetuin-A level which was carried out by using quantitative sandwich enzyme linked immunoassay analysis (ELISA) technique X-ray chest and echocardiography were investigated for each subject. Statistical analysis: Data entry, processing and statistical analysis was carried out using MedCalc ver. 18.2.1 (MedCalc, Ostend, Belgium). Tests of significance (Kruskal wallis and Mann-Whitney’s, Spearman’s correlation, and ROC Curve analysis) were used. P-values less than 0.05 (5%) was considered to be statistically significant. wher P- value > 0.05.
RESULTS
Ninety subjects have participated in this study and were classified as: Group I Thirty healthy control subjects. They were seven males (23.33%), 23 females (76.67%), their ages ranged from 32 to 60 years with mean (± SD) 44.1(±8.43). Group II thirty diabetic patients without microalbuminuria; were nine males (30%) and 21 females (70%), their ages ranged from 31 to 60 years with mean(± SD) 50.33(±9.49) years and group III thirty diabetic patients with microalbuminuria were four males (13.33%) and 26 females (86.67%), their ages ranged from 41 to 64 years with mean (± SD) 50.37(± 6.82) years. There was a highly significant increase in disease duration in group III diabetic patients with microalbuminuria compared to group II diabetic patients without microalbuminuria with mean(± SD) 12.43(±3.02) years Vs. 6.58(±2.7) years respectively,and P value was <0.01 (Table 1).
MA*: microalbuminuria
There was a highly significant increase in mean (± SD) of albumin/creatinine ratio in group III diabetic patients with microalbuminuria (205.3±93.7 mg/mmol) compared to group II diabetic patients without microalbuminuria (14.47±5.10) mg/mmol) and group I healthy control (13.27±93.7 mg/mmol) and p value <0.01. Also, there was a significant increase in serum fetuin A in group I healthy control (289.78 ± 2.92 ug/dl), group II diabetic patients without microalbuminuria (412.91 ± 39.78 ug/dl) compared to group III diabetic patients with microalbuminuria (240.27 ±27.38 ug/dl) and p value was < 0.01. There was a highly statistical significant difference between Group I healthy control, Group II diabetic patients without microalbuminuria and group III diabetic patients with microalbuminuria in fasting blood sugar which were 92.73±4.4, 205.5±92.8, 198.3±80.5mg/dl respectively and p-value was <0.01. Two hours postprandial blood sugar which were 114.9±7.66, 256.9±109.8, and 262.2±86mg/dl respectively and P-value was <0.01. HbA1C which were 5.023 ± 0.39, 9.46 ± 1.09 and 9.77 ± 0.966% respectively and P-value was <0.01. Total cholesterol which were 78.54 ± 25.11, 218.09 ± 18.84 and 204.41 ± 24.17mg/dl respectively and P-value was <0.01 (Table 2). There was no significant difference in blood urea, serum creatinine, creatinine Clearance, triglycerides, LDL, HDL and serum calcium between the three groups (Table 2).
Table (2): Laboratory data for 30 healthy control subjects (group I), 30 diabetic patients without MA (group II) and 30 diabetic patients with MA (group III)
* MA: microalbuminuria, **HbA1C: glycosylated hemoglobin, ***Kruskal wallis
On comparing both group II diabetics without MA and group III diabetics with MA as regard laboratory parameters including fasting blood sugar mg/dl, two hours postprandial blood sugar mg/dl, HbA1C%, blood urea mg/dl, serum creatinine mg/dl, albumin/creatinine ratio mg/mmol, creatinine clearance ml/min, Total Cholesterol mg/dl, Triglycerides mg/dl, LDL mg/dl, HDL mg/dl, Serum Calcium mg/dl, Serum Fetuin A ug/dl. There was a highly significant increase in mean (±SD) of albumin /creatinine ratio in group II diabetics without MA (14.47 ± 5.10ug/dl) compared to group II diabetics with MA (205.3 ± 93.69ug/dl) and P value was <0.01, and highly significant decrease in serum fetuin A in group II diabetics without MA (412.91 ± 39.78ug/dl) compared to group II diabetics with MA (240.27 ± 27.38ug/dl) and P value was <0.01. There was insignificant difference in fasting blood sugar, two hours postprandial blood sugar, HbA1C, blood urea, serum creatinine, creatinine clearance, total cholesterol, triglycerides, LDL, HDL and serum calcium and p-value was >0.05 between group II diabetics without MA and group III diabetics with MA (Table 3).
Table (3): laboratory data for 30 diabetic patients without MA* (Group II) compared with diabetic patients with MA* (Group III)
*MA: microalbuminuria, **mann-whitney U test
Correlation study was done between serum fetuin A and blood Urea mg/dl, serum creatinine mg/dl, albumin/creatinine ratio mg/mmol,creatinine clearance.ml/min, Serum Calcium mg/dl in group I diabetic patients without MA, showed that there was significant negative correlation with albumin /creatinine ratio, (r-value=-0.771, P-value < 0.05), while no significant correlation between serum fetuin A and blood urea, serum creatinine, creatinine clearance and serum calcium, and P-value was >0.05 (Table 4). There was significant positive correlation between serum fetuin A and duration of diabetes mellitus (r-value = 0.688, and P-value <0.01). There was a highly significant negative correlation in group III diabetic patients with microalbuminuria between serum Fetuin A and Albumin /creatinine ratio, (r-value = -0.66, P-value <0.001). However, the correlation between serum fetuin A, blood urea, serum creatinine, creatinine clearance and serum calcium was insignificant. There was no significant correlation between serum fetuin A and duration of DM (Table 4).
Table (4) Correlation between serum fetuin A and Blood Urea mg/dl, serum creatinine mg/dl, albumin/creati ine ratio mg/mmol, creatinine clearance.ml/min, serum calcium n mg/dl. group II diabetic patients without microalbuminuria and group III diabetic patients with microalbuminuria
Receiver operating characteristics (ROC) curve was used to define the best cut off value of serum fetuin A which was >294.2, ug/dl with sensitivity of 93.3%, specificity of 93%, positive predictive value of 92.7%, negative predictive value of 93.8% with diagnostic accuracy of 91.6%.
DISCUSSION Diabetic kidney disease is a complication that occurs in 20–40% of all diabetic patients. In the Western world, diabetic nephropathy is the primary cause of end-stage renal disease. Both type 1 and type 2 diabetes can lead to nephropathy, but, in type 2 diabetes, a smaller proportion of patient’s progress to ESRD. Because of the higher prevalence of type 2 diabetes, these patients represent more than half of diabetic patients on dialysis (De Boer et al., 2011). It is important to emphasize that the early identification and treatment of this chronic complication which would reduce the medical and economic burden associated with it (Couser et al., 2011). Diagnostic and prognostic markers to predict diabetic nephropathies at early stages are important as early intervention can slow down deterioration of kidney function and improve patient outcomes. Fetuin-A was originally discovered to be an inhibitor of vascular calcification. Fetuin-A has been demonstrated to play an important role in free fatty acid induced insulin resistance at liver. Increased fetuin-A in patients with pre-diabetes is associated with increased progression to diabetes and decreased reversal to normoglycemia and is also used as a predictor of adverse glycemic outcomes in pre-diabetes (Dutta et al., 2014). Being more sensitive as a marker for early detection of diabetic nephropathy than other kidney function tests such as creatinine, microalbiminuria and eGFR and as a prognostic tests for follow up, our research was to assess fetuin A level between clinically normal persons, diabetics without microalbuminuria and diabetics with microalbuminuria which reveals early kidney affection being a beneficial, accurate, less invasive method of early detection of diabetic nephropathy in type 2 diabetics. The results of our study revealed that there was no significant difference between diabetic patients with or without nephropathy as regard age, sex. Which was previously reported by Ramadan and his Colleagues (2011). In the presented study serum fetuin A was significantly increased in diabetic patients without MA compared to control group. Also, it significantly increased in control group compared to the diabetic patients with microalbumunuria. This could be due protective effect of fetuin A of vascular complications in healthy control group compared to the diabetic patients. Al-Said and his Colleagues (2018) also found that there was a highly significant increase in the mean levels of fetuin A, in the diabetic patients with diabetic nephropathy, retinopathy and microvascular complications compared to healthy control group. However, El-Batch and her Colleagues (2015) found a significant increase in serum fetuin A levels in microalbuminuric patients compared to normoalbuminuric patients and to control group. Those authors explained these results by the the role of fetuin-A in mediating insulin resistance, lipid profile abnormalities and endothelial dysfunction which underlie the association between fetuin-A and abnormal albuminuria, Budoff and his Colleagues (2011) found that serum levels of fetuin-A were significantly higher among Latinos with DN when compared to either African Americans with DN or Latino diabetics with normoalbuminuria when assessing the role of fetuin-A in the coronary artery calcification burden seen in non-dialyzed individuals with diabetic nephropathy. Ramadan and his Colleagues (2011) found that there was a significant reduction in serum fetuin A levels in controlled and uncontrolled diabetic patients compared to control group. A significant decrease was also detected in uncontrolled diabetic patients when compared to controlled diabetic patients. Other authors reported that serum fetuin-A is lower in microalbuminuria patients compared with normo- and macroalbuminuric patients (Koluman et al., 2013). In the presented study; ROC curve was used to define the best cut off value of serum fetuin A which was >294.2ug/dl with sensitivity of 93.3%, specificity of 93%, positive predictive value of 92.7%, negative predictive value of 93.8% with diagnostic accuracy of 91.6%. Howerver El-Batch and her Colleagues (2015) found that fetuin-A cutoff value was >26.5mg %, they found that fetuin A had the highest sensitivity, negative predictive value and accuracy for detecting microalbuminuria. CONCLUSION The serum fetuin A is higher in patients with type 2 diabetes mellitus without microalbuminuria compared to those with microalbuminuria. Also there was negative significant correlation between serum fetuin A and albumin/ creatinine ratio in both groups; this means that high serum fetuin A level may have protective effect against development of diabetic nephropathy. This could be used as early diagnostic marker before development of microalbuminuria in diabetic nephropathy. REFERENCES
فیتوین أ کدلاله للتشخیص المبکر لاعتلال الکلى فی مرضى البول السکری من النوع الثانی نورا عبد العزیز میتکیس, هدى محمد السید, عدیله محمود جاد, هیام حمزه منصور, نجوى عبد الغفار محمد* قسمی الباطنة العامة کلیة الطب (بنات) جامعة الازهر وقسم الباثولوجیا الاکلینیکیة و الکیمیائیة بالمرکز القومی للبحوث* خلفیة البحث: فیتوفین أ هو بروتین بشری یتم تخلیقة فی الکبد ویفرز فی الدم، وهو وسیط فی تکوین وثبات جزیئات الکلسیبروتین ویساعد على زیادة ذوبان المعادن بالدم. لهذا، یمنع التکلس المرضی کما یعزز مقاومة الانسولین بالجسم. الهدف من البحث: دراسة الفیتوین أ کدلالة للتشخیص المبکر لاعتلال الکلى فی مرضى البول السکرى من النوع الثانی. المرضى و طرق البحث: یشمل هذا البحث تسعون شخص مقسمین الى ثلاث مجموعات متساویة: المجموعة الأولى تشتمل على أشخاص لا یعانون من مرض البول السکری کمجموعة ضابطة، والمجموعة الثانیة تشتمل على المرضى بمرض البول سکری ولیس لدیهم زلال فی البول، والمجموعة الثالثة تشتمل على المرضى بمرض البول سکری ولدیهم زلال فی البول .وقد أجریة الدراسة فی مستشفى الزهراء الجامعی، وتم الحصول على موافقة اللجنة الأخلأقیة والموافقة الخطیة المستنیرة من جمیع المشارکین، وقد تحقق اختیار المرضى من خلال عدد من معاییر الاشتمال والاستبعاد. النتائج: هناک آرتفاع ملحوظ من الناحیة الاحصائیة للفیتوین أ فی المجموعة الثانیة بالمقارنة بالمجموعة الأولى، کما یوجد إنخفاض ملحوظ من الناحیة الاحصائیة فی الفیتوین أ فی المجموعة الثالثة بالمقارنة بالمجموعة الأولى. وهناک علاقة إیجابیة بین مستوى الفتوین أ فی الدم و نسبة السکر الصائم والفاطر بعد ساعتین والهیموجلوبین السکری فی المجموعة الثانیة. وعلى النقیض، یوجد علاقة سلبیة بین مستوى الفتوین أ فی الدم ونسبة السکر الصائم والفاطر بعد ساعتین والهیموجلوبین السکری والزلال فی البول فی المجموعة الثالثة. الاستنتاج: هناک إرتباط إیجابی بین فیتوین أ ومرضى السکری الذین لا یعانون من وجود زلال بالبول، فی حین کان هناک إرتباط سلبی کبیر بین مرضى السکری الذین یعانون من وجود زلال بالبول.لذلک، یمکن إعتبار فیتوبن أ علامة مبکرة لاعتلال الکلیة السکری.
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
References | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
REFERENCES
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Statistics Article View: 517 PDF Download: 351 |
||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||