جستجوی مقالات مرتبط با کلیدواژه « metabolic diseases » در نشریات گروه « پزشکی »
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Turmeric is a medicinal herb with antioxidant and anti-inflammatory components that can affect metabolic parameters via various pathways, including the gut-brain axis. Although positive effects of turmeric on health have been reported, findings are conflicting. Accordingly, the current review aimed to provide an overview of the biochemical and biological characteristics of turmeric and examine the impacts of turmeric on cardio-metabolic risk factors with a special focus on its abilities to modulate gut microbiota. In the present comprehensive review, findings of systematic reviews/narrative reviews, clinical trials, animal, and in vitro studies on turmeric in the English language published between 2010 and March 2023 were summarized. Findings revealed that turmeric is a safe medicinal herb with mild gastrointestinal side effects in some cases. It can help improve the glycemic status, lipid profile, and blood pressure. However, food processing and fermentation can affect the bioavailability of its effective components, including curcumin. Several mechanisms, including those affecting intestinal microbiota diversity, intestinal permeability, inflammatory and oxidative pathways, are proposed for their positive effects on metabolic factors. However, due to high between-study heterogeneity, limited high-quality clinical trials, differences in the duration of the intervention, and the form of turmeric supplement, more studies on each metabolic parameter are needed to determine effective dosages and confirm its efficacy as a complementary therapy to modulate microbiota and cardio-metabolic parameters.
Keywords: Curcuma, Microbiota, Metabolic Diseases, Inflammation} -
Background
Polycystic ovary syndrome (PCOS) is an inflammation-related condition and a common metabolic disorder in women at fertility ages. The Dietary Inflammatory Index (DII) is a validated nutritional tool for estimating the inflammatory potential of the diet. It is assumed that a high DII score (indicating a predominantly inflammatory diet) has an association with higher odds of PCOS. The current study aimed to investigate the association between DII and PCOS risk in women.
MethodsThis case-control study was conducted in 2019-2020 on 120 newly-diagnosed PCOS cases and 120 healthy controls aged 18-45 years in Khorramabad, Iran. DII was estimated based on a validated 168-item Food Frequency Questionnaire (FFQ).
ResultsThe mean±SD of DII in PCOS patients was 0.40±2.09, while it was 0.45±1.92 in the control group (P<0.001). There was a positive association between increasing DII score and the risk of PCOS (odds ratio= 2.41; 95%CI: 1.15-5.02, P for trend =0.006) in the crude model as the fourth quartile was compared with the lowest one. This association was still significant in several models after adjusting for age and energy intake (P for trend <0.001), in the model adjusted for the physical activity level, education status, and family history of PCOS (P for trend=0.003), and also after additional adjustment for BMI (P for trend= 0.003).
ConclusionsThe present study revealed that consuming more pro-inflammatory diets with higher DII scores is related to an increased risk of PCOS.
Keywords: Insulin resistance, Polycystic ovary syndrome, Metabolic diseases, Dietary inflammatory index.} -
Introduction
Yam bean (Pachyrhizus erosus L.) offers numerous health benefits. However, the effects of its dietary fiber (yam bean fiber, YBF) on dyslipidemia, liver disease, and the overproduction of metabolic hormones, specifically glucagon-like peptide-1 (GLP1) and fibroblast growth factor 21 (FGF21), resulting from a high-fat diet (HFD) remain underexplored. Thus, our present investigation sought to address this gap.
MethodsAdult male mice (n = 24) were randomly assigned into four different groups such as normal diet (ND) as a control group, HFD, and HFD supplemented with either 2.5% or 10% YBF. After a 12-week dietary regimen, plasma lipid profiles, liver histology and biochemistry, and the levels of FGF21 and GLP-1 were assessed.
ResultsYBF supplementation, especially at 10% dose, effectively lowered total serum cholesterol, triglyceride (TG), and low-density lipoprotein (LDL) compared with those fed HFD (P < 0.05). YBF also reduced liver weight and mitigated the elevation of malondialdehyde (MDA) and the depletion of catalase (CAT) activity induced by HFD in liver tissues (P < 0.05). Furthermore, 10% YBF supplementation effectively countered liver pathology, including central vein enlargement, hepatic steatosis, inflammation, abnormal sinusoids, and hepatocyte degeneration caused by HFD (P < 0.05). YBF at 10% also attenuated the HFDinduced hypersecretion of FGF21 and GLP-1 hormones.
ConclusionOur findings indicate that YBF supplementation could counteract the adverse effects of HFD, particularly in terms of dyslipidemia, liver disease, and metabolic hormone imbalances. Incorporating YBF into diets may thus offer protective benefits against HFDinduced metabolic diseases and associated health issues.
Keywords: Glucagon-like peptide 1, Liver disease, Malondialdehyde, Metabolic diseases, Steatosis} -
مقدمه
فتویین-A به عنوان یک هپاتوکین نقش مهمی در تنظیم متابولیسم بدن ایفا می کند که با بیماری های قلبی-عروقی افزایش می یابد. از این رو، هدف فراتحلیل حاضر بررسی تاثیر تمرین ورزشی بر سطوح فتویین-A در افراد با بیماری های متابولیکی و کلیوی بود.
روش هاجستجوی نظام مند در پایگاه های اطلاعاتی PubMed، Web of Science و همچنین Google Scholar تا آبان 1401 (November 2022) با استفاده از کلید واژه های «تمرین ورزشی» و «فتویین-A» انجام شد. برای تعیین اندازه اثر، تفاوت میانگین استاندارد شده (SMD) و فاصله اطمینان 95% با استفاده از نرم افزار CMA2 محاسبه شد. ناهمگونی با استفاده از آزمون I2 و سوگیری انتشار با تحلیل بصری فونل پلات و آزمون Egger بررسی شدند. بررسی کیفیت مطالعات وارد شده به فراتحلیل با استفاده از چک لیست PEDRO انجام شد.
یافته هادر مجموع 16 مطالعه شامل 21 مداخله ورزشی و 554 آزمودنی مبتلا به دیابت نوع 2، چاق و بیماری کلیوی وارد فراتحلیل شدند. تمرین ورزشی منجر به کاهش معنی دار سطوح فتویین-A [001/0p= ،(51/0- الی 35/1CI: -) 93/0-] شد. ناهمگونی بالا (001/0, p=24/89I2=) و همچنین سوگیری معنی داری (001/0(p= وجود داشت. نتایج تحلیل زیر گروهی براساس نوع تمرین ورزشی نشان داد که تمرین هوازی منجر به کاهش معنی دار فتویین-A می شود (001/0p=) در حالی که کاهش این نشانگر با تمرین ترکیبی معنی دار نبود (33/0=p).
نتیجه گیریتمرین ورزشی به ویژه تمرین هوازی منجر به کاهش سطوح فتویین-A در بیماران متابولیکی می شود که ممکن است در آثار مفید تمرین های ورزشی نقش داشته باشد.
کلید واژگان: تمرین ورزشی, فتوئین-A, هپاتوکین, بیماری های قلبی-عروقی, بیماری های متابولیکی}BackgroundFetuin-A, as a hepatokine, plays an important role in the regulation of whole-body metabolism, which is increased with chronic diseases. Therefore, the aim of this meta-analysis is to investigate the effect of exercise training on Fetuin-A levels in individuals with metabolic and kidney diseases.
MethodsA systematic search was conducted in PubMed, Web of Science, and Google Scholar databases until November 2022 using the keywords "exercise training" and "Fetuin-A". To determine the effect size, standardized mean difference (SMD) and 95% confidence interval were calculated using CMA2 software. Heterogeneity was evaluated using the I2 test, and publication bias was evaluated by visual interpretation of the funnel plot and Egger's test. The quality of the included studies was evaluated using the PEDRO checklist.
ResultsA total of 16 studies including 21 trials arms and 554 subjects with type 2 diabetes, obesity and kidney disease were included in the meta-analysis. Exercise training resulted in a significant decrease in Fetuin-A levels [-0.93 (CI: -1.35 to -0.51) P= 0.001]. There was a high heterogeneity (I2= 89.24, P= 0.001) and also a significant publication bias (P= 0.001). The results of subgroup analysis based on the type of exercise training showed that aerobic training resulted in a significant decrease in Fetuin-A (P= 0.001) while the reduction of this marker with combined training was not significant (P= 0.33).
ConclusionExercise training, especially aerobic training, results in a decrease in Fetuin-A levels in metabolic patients, which may be contributed to the beneficial effects of exercise.
Keywords: Exercise Training, Fetuin-A, Hepotokines, Cardiovascular Diseases, Metabolic Diseases} -
Background and Aim
Carotid intima-media thickness (CIMT) is vital to investigate vascular atherosclerosis. Studies have provided conflicting information regarding the factors affecting this thickness. This study aims to determine CIMT in adults and investigate its relationship with background variables, and metabolic and nutritional factors.
Materials and MethodsThis cross-sectional study was conducted on the adult population of Mashhad City, Iran, and in the cohort center of Mashhad University of Medical Sciences during 2018-2019. At the beginning of the study, a complete history was taken and general examinations were performed. For all subjects, a B-mode ultrasound was performed by a radiologist in the neck region to evaluate the carotid arteries. Also, anthropometric characteristics, including height, weight, and body mass index, and metabolic factors, including blood sugar, blood pressure, cholesterol level, triglyceride level, and nutritional factors, including daily calorie consumption were calculated.
ResultsA total of 431 people with an mean age of 43.41±6.59 years were included in the study, 190 cases (44.1%) were men and 241 cases (55.9%) were women. The median thickness of the left carotid artery (0.63, 0.50) was 0.55 mm, and the median thickness of the right carotid artery (0.49, 0.61) was 0.54 mm (P=0.003). Also, the mean intima-media thickness (IMT) of the right and left carotid arteries was significantly higher in males than in females (P<0.05). Correlation of different quantitative data with IMT of both carotid arteries showed that all quantitative data except pulse rate (P<0.05) and energy (P<0.05) had a significant positive correlation with IMT of both right and left carotid arteries which were weak to moderate. Age and weight had a direct and significant relationship with the right and left CIMT (P<0.05). In addition, the male gender was associated with greater thickness of the left carotid artery (P<0.05).
ConclusionThe results of our study indicated that what is almost certainly related to CIMT is age and weight, which increases with the increase of both CIMT. More studies are needed to confirm these things
Keywords: Carotid intima-media thickness, Nutritional, metabolic diseases, Nutritional status} -
Background
Inborne errors of metabolism are a common cause of neonatal death. This study evaluated the acute early-onset metabolic derangement and death in two unrelated neonates.
MethodsWES, Sanger sequencing, homology modeling, and in silico bioinformatics analysis were employed to assess the effects of variants on protein structure and function.
ResultsWES revealed a novel homozygous variant, p.G303Afs*40 and p.R156P, in the PC gene of each neonate, which both were confirmed by Sanger sequencing. Based on the ACMG guidelines, the p.G303Afs*40 was likely pathogenic, and the p.R156P was a VUS. Nevertheless, a known variant at position 156, the p.R156Q, was also a VUS. Protein secondary structure prediction showed changes in p.R156P and p.R156Q variants compared to the wild-type protein. However, p.G303Afs*40 depicted significant changes at C-terminal. Furthermore, comparing the interaction of wild-type and variant proteins with the ATP ligand during simulations, revealed a decreased affinity to the ATP in all the variants. Moreover, analysis of SNP impacts on PC protein using Polyphen-2, SNAP2, FATHMM, and SNPs&GO servers predicted both R156P and R156Q as damaging variants. Likewise, free energy calculations demonstrated the destabilizing effect of both variants on PC.
ConclusionThis study confirmed the pathogenicity of both variants and suggested them as a cause of type B PCD. The results of this study would provide the family with prenatal diagnosis and expand the variant spectrum in the PC gene,which is beneficial for geneticists and endocrinologists.
Keywords: Pyruvate Carboxylase, Pyruvate Carboxylase Deficiency Disease, Metabolic Diseases, Exome Sequencing} -
Recently, obesity causes vital mortality around the globe. Last decade, obesity-related diseases increased significantly worldwide. Even though, effective drugs are not available to treat metabolic diseases such as cardiovascular diseases, Parkinson’s, obesity, and hypertension. Emergence and identifying new drug moieties to treat such metabolic diseases became imperative. Nature is a vital source of remedies and isolates new effective and nontoxic drug candidates. Ferulic acid is a significant phenolic compound that is abundant in various fruits, rice oil, and vegetables. This study highlighted the beneficial effects of ferulic acid for the treatment of metabolic syndrome or obesity. Similarly, in this study, we have highlighted the therapeutic purpose of ferulic acid in treating metabolic syndrome, its mechanism of action as well as its potential pharmacological effect using animal models. Further investigations are needed to demonstrate the significant mechanism of action in clinical trials using the human species.
Keywords: Obesity, Metabolic diseases, Lipid profiling, Glucose dysregulation, Cardioprotective, Antioxidant, Inflammation, Hepatoprotective} -
نقش میانجیگرانه ی شاخص توده ی بدنی در رابطه ی بیماری های متابولیک (دیابت و چربی خون) با افسردگی در سالمندان
مقدمه:
اختلالات متابولیک و افسردگی، از مشکلات شایع سالمندی است که می توانند در شروع و تشدید یکدیگر موثر باشند. هدف پژوهش حاضر، بررسی نقش میانجیگرانه ی شاخص توده ی بدنی در رابطه ی بیماری های متابولیک (دیابت و چربی خون) با افسردگی در سالمندان بود.
روش هاروش پژوهش، توصیفی و از نوع مدل یابی معادلات ساختاری بود. جامعه ی پژوهش شامل تمامی سالمندان مراجعه کننده به مرکز بهداشت شهرستان فلاورجان در سال 1399-1398 بودند که 360 نفر از آن ها به روش نمونه گیری تصادفی ساده انتخاب شدند. ابزارهای پژوهش شامل پرسش نامه ی افسردگی سالمندان (با آلفای کرونباخ 0/9)، پرسش نامه ی توده ی بدنی و پرونده ی پزشکی آن ها در سامانه ی سیب (سامانه ی یکپارچه ی بهداشت) بود.
یافته هانتایج نشان داد، بین افسردگی سالمندان و شاخص دیابت، میزان (Body mass index) BMI و کلسترول خون به ترتیب همبستگی 0/81، 0/59 و 0/36 وجود دارد که همگی رابطه ی معنی داری را نشان دادند. همچنین متغیر توده ی بدنی می تواند نقش متغیر میانجی بین افسردگی و بیماری های متابولیک را ایفا کند. مدل تبیین شده نیز از برازش مطلوب برخوردار بود.
نتیجه گیریبر اساس یافته های پژوهش، بیماری های متابولیک به طور مستقیم و همچنین غیرمستقیم از طریق توده ی بدنی با افسردگی سالمندان رابطه دارند بنابراین در برنامه های مربوط به اصلاح سبک زندگی و بهبود سلامت سالمندان باید به مداخله ی همزمان عوامل جسمانی و روان شناختی توجه شود.
کلید واژگان: افسردگی, بیماری های متابولیک, شاخص توده ی بدنی, سالمندان}Relationship between Metabolic Diseases (Diabetes and Hyperlipidemia) with Depression in the ElderlyBackgroundMetabolic disorders and depression are common problems in old age that can affect the onset and exacerbation of each other. The aim of this study was to investigate the mediating role of body mass index in the relationship between metabolic diseases (diabetes and hyperlipidemia) and depression in the elderly.
MethodsThe research method was descriptive and structural equation modeling. The study population comprised of all the elderly who were referred to Falavarjan health center in 2019-2020. On total, 360 old aged individuals were selected by simple random sampling using their electronic records. The research tools included body mass questionnaire, elderly depression questionnaire (Cronbach’s alpha) and apple system (integrated health system).
FindingsThe results showed that there was a correlation between depression in the elderly and diabetes index, Body mass index (BMI), and blood cholesterol 0.81, 0.59, and 0.36 respectively, depicting a significant relationship. Also, body mass variable can play the role of mediating variable between depression and metabolic diseases. The explained model also had a good fit.
ConclusionAccording to the research findings, metabolic diseases are directly and indirectly related to depression in the elderly through body mass, so in programs related to lifestyle modification and improving the health of the elelderly, interventions for physical and psychological factors should be considered as well.
Keywords: Depression, Metabolic diseases, Body Mass Index, Elderly} -
Background and purpose
Yam bean (Pachyrhizus erosus) is a potent medicinal plant exerting therapeutical effects against diseases. However, investigations on the health benefits of its fiber remain limited. This study aimed to investigate the potential of yam bean fiber (YBF) against a high-fat diet (HFD)-induced metabolic diseases, inflammation, and gut dysbiosis.
Experimental approachAdult male mice were assigned to four groups (8 each), namely a normal diet-fed group (ND), HFD-fed group, and HFD supplemented with YBF groups (HFD + YBF) at a dose of 2.5% and 10%, respectively. Treatments were implemented for ten weeks. Thereafter, indicators of metabolic diseases, oxidative stress, inflammation, and gut microbiota composition were determined.
Findings / ResultsA dosage of 10% YBF significantly inhibited excessive body weight gain (2.3 times lower than HFD group) and white adipose tissue (WAT) mass (2.2 times lower than HFD group) while sustaining brown adipose tissue mass. YBF prevented malondialdehyde elevation, catalase activity reduction, and expression of the interleukin-6 increment (2.7 times lower than the HFD group) within the WAT. Furthermore, YBF sustained normoglycaemia, glucose tolerance, and insulin sensitivity while precluding hyperinsulinemia. YBF modulated the gut microbiota community by increasing health-promoting microbiota including Lactobacillus reuteri, L. johnsonii, and inhibiting a pathogenic Mucispirillum sp. YBF prevented histopathology and inflammation of the colon.
Conclusion and implicationsYBF at the dose of 10% is proved to be useful in the prevention of diet-induced metabolic diseases, microbiota dysbiosis, and inflammation. Hence, YBF is recommended as a potential natural-based remedy to diminish the detrimental effects of high-fat foods.
Keywords: Hyperinsulinemia, Inflammation, Interleukin-6, Metabolic diseases, Mucispirillum sp., Whiteadipose tissue} -
هدف
در نظر گرفتن مشخصات فردی از جمله ژنتیک در کنار سایر مشخصات فردی و عادات غذایی در ارایه یک رژیم غذایی کارآمد جهت پیشگیری و کنترل اختلالات متابولیک می تواند مفید باشد. لذا هدف مطالعه حاضر، مروری بر تغذیه فرد محور و نقش آن در مشکلات متابولیک است.
مواد و روش هامطالعه حاضر به روش مروری روایتی، به بررسی مقالات مرتبط در حیطه تغذیه فرد محور و اختلالات متابولیک چاپ شده در فاصله سال های 2010-2020 با استفاده از پایگاه های اطلاعاتی PubMed, Scopus پرداخته است.
یافته هانتایج حاکی از نقش پزشکی و تغذیه فرد محور در کنترل سندرم متابولیک، دیابت، قند خون پس از صرف غذا، چاقی و الگوی لیپیدی بوده است. بر هم کنش تفاوت های ژنتیکی، سبک زندگی، الگوی میکروبیوم روده و ویژگی های رفتاری و روانی افراد می تواند بر بروز و کنترل بیماری ها اثر گذارد.
نتیجه گیریبا توجه به مشخص شدن نقش ژنتیک، میکروبیوم روده و سایر عوامل فردی در تعیین و ارایه یک رژیم غذایی مناسب با شرایط فرد، توجه به تغذیه فرد محور در پیشگیری و کنترل اختلالات و بیماری های متابولیکی حایز اهمیت است. ارایه تغذیه فرد محور در مقایسه با ارایه توصیه های غذایی و رژیم غذایی عمومی کارآیی و اثربخشی بیش تری دارد، هر چند که هزینه و امکانات بیش تری را می طلبد.
کلید واژگان: وضعیت تغذیه, پزشکی فردمحور, بیماری های متابولیک, چاقی, دیابت شیرین, لیپیدها}Koomesh, Volume:24 Issue: 2, 2022, PP 191 -196IntroductionConsidering an individual’s characteristics such as genetics along with other characteristics and dietary habits can help to provide an effective diet for prevention and controlling metabolic disorders. Accordingly, in the present study, we aimed to review evidence on personalized nutrition (PN) and its roles in metabolic disorders.
Materials and MethodsIn the present narrative review, publications on PN and metabolic disorders published between 2010 and 2020 using PubMed, Scopus, and Google Scholar were searched and collected.
ResultsOur findings showed positive effects of precision medicine and PN on controlling metabolic disorders, diabetes, postprandial glucose level, obesity, and lipid profile. Interactions of genetic differences, lifestyle, microbiota patterns, and behavioral and psychological characteristics can affect developing and controlling diseases.
ConclusionDue to the effects of genetics, gut microbiota, and other individual characteristics in designing and providing a suitable diet, paying attention to PN in the prevention and controlling metabolic disorders is important. PN vs. general dietary recommendations or diet can be more effective; although it needs high expenditure and more equipment.
Keywords: Nutritional Status, Precision Medicine, Metabolic Diseases, Obesity, Diabetes Mellitus, Lipid} -
Background
We aimed to compare demographic, health-related characteristics, and quality of life between adults with cardiovascular or metabolic diseases and the general population.
MethodsData from 25,712 adults assessed on the Korea National Health and Nutrition Examination Survey V & VI (2010–2013) were analyzed for differences in health-related quality of life.
ResultsThe corrected EuroQol-5 Dimension score mean among participants with cardiovascular or metabolic diseases was significantly lower than for the general population across all five dimensions (P<0.001). Individuals with cardiovascular disease had lower quality of life than those with metabolic diseases.
ConclusionAdults with cardiovascular or metabolic diseases reported lower health-related quality of life in all domains when compared to adults in the general population. Therefore, interventions and management to improve quality of life among patients with cardiovascular or metabolic diseases are necessary.
Keywords: Adult, Cardiovascular disease, Metabolic diseases, Nursing, Quality of life} -
Inherited metabolic disorders (IMDs) are a class of genetic disorders. Each metabolic disorder may have different forms with different age of onset, clinical manifestations, severity, and even type of inheritance. Ideally, a group of different specialists, including ophthalmologists, pediatricians, biochemists, and medical geneticists are needed for the final diagnosis and management of IMDs. Because of the importance of the aforementioned issue, we investigated the effect of IMDs on the eye in this review. Metabolic disorders can induce abnormalities in conjunctiva, cornea, lens, retina, optic nerve, and eye motility. In this study, the authors aimed to address the effect of metabolic diseases of amino acids, carbohydrates, and lipids on eye metabolism. Because of the direct toxic mechanisms of abnormal metabolites on the eyes and regarding the effect of eye monitoring on follow-up, management, and treatment of IMDs, a detailed ophthalmological assessment is essential.
Keywords: Metabolic diseases, Congenital, Eye} -
Alpha-lipoic acid (ALA) is a naturally-occurring compound that has shown promising antioxidant and anti-inflammatory effects in experimental and human studies. The aim of this study was to assess the efficacy of ALA in the management of patients with diabetes mellitus (DM).We searched Medline (via PubMed), EBSCO, Scopus, and Web of Science for relevant randomized controlled trials. Data on glycated hemoglobin (HbA1c), blood glucose levels, lipid profile components, HOMA, and glutathione peroxidase (GPx) were extracted and pooled as the standardized mean difference (SMD) in a random effect model meta-analysis using RevMan version 5.3.Ten studies (n = 553 patients) were included. In the term of HBA1C, the overall SMD did not favor either of the two groups (SMD = 0.01, 95% CI [-0.32,0.35]; p = 0.94) in uncomplicated T2DM patients. Moreover, there was no statistically significant difference between the two groups in terms of FBG (SMD = -0.06, 95% CI [-0.44,0.33]; p = 0.78), PPBG (SMD = 0.04, 95% CI [-0.27,0.34]; p = 0.82), HDL (SMD = -0.05, 95% CI [-0.35,0.25]; p = 0.75), LDL (SMD = -0.05, 95% CI [-0.33,0.23]; p = 0.75). In terms of GPx, ALA was superior to placebo (SMD = 0.43, 95% CI [0.07,0.8]; p = 0.02).Our analysis showed that ALA was not superior to placebo in terms of HBA1C, LDL, HDL, TC, TG reduction in uncomplicated T2DM. However, in terms of GPx, ALA was significantly superior to the placebo. Further studies with larger sample sizes should investigate different doses of ALA in DM patients.Keywords: Alpha-lipoic acid, Diabetes mellitus, Thioctic Acid, Metabolic Diseases, Meta-Analysis}
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مجله دانشکده پزشکی دانشگاه علوم پزشکی تهران، سال هفتاد و هفتم شماره 5 (پیاپی 221، امرداد 1398)، صص 301 -307زمینه و هدف
دیابت بیماری مزمنی است که شایع ترین بیماری اختلالات متابولیسم و یکی از عمده ترین مسایل بهداشتی-درمانی در سرتاسر دنیا است. امروزه تکنیک های داده کاوی (Data mining techniques) با توجه به توانمندی آن ها، در حوزه های مختلف به کار برده می شوند. بنابراین در این پژوهش به مقایسه کارایی روش های داده کاوی در پیش بینی ابتلا به بیماری دیابت نوع 2 پرداخته شد.
روش بررسیدر این مطالعه تحلیلی-مقطعی، از مجموع 7000 نفر شرکت کننده در طرح غربالگری دیابت سال 1395 در منطقه ثامن مشهد که شامل بررسی میزان قند خون، چشم ها، آسیب کلیوی و سلامت پاها بود، تعداد 540 نفر مبتلا به بیماری دیابت (درمان نشده) بودند و برای حفظ توازن 600 فرد سالم به صورت نمونه گیری متناسب با حجم انتخاب شدند (حجم کل نمونه 1140 نفر). در این مطالعه مبتلایان به دیابت بالای 30 سال وارد مطالعه گردیدند و افرادی که از پیش سابقه ی دیابت نوع 2 داشتند و اکنون به سبب استفاده از دارو و یا رعایت سایر نکات مقدار قند خون طبیعی داشتند از مطالعه حذف گردیدند.
یافته هاصحت هر سه مدل برابر بود (86%) اما از نظر سطح زیرمنحنی راک (Receiver operating characteristic, ROC)، مدل های رگرسیون لجستیک (Logistic regression model) و بیزین ساده (Simple Bayesian model) با90% سطح زیرمنحنی راک عملکرد بهتری داشتند. در مدل بیزین ساده و رگرسیون لجستیک به ترتیب متغیرهای شاخص توده بدنی و سن دارای بیشترین میزان اهمیت بودند، در حالی که در مدل ماشین بردار پشتیبان (Support vector machine, SVM)، متغیرهای شاخص توده بدنی و فشارخون دارای بیشترین اهمیت بودند.
نتیجه گیریصحت هر سه مدل برابر بود. از نظر سطح زیرمنحنی راک، مدل های رگرسیون لجستیک و بیزین ساده مناسب تر بودند. در مجموع هر سه مدل عملکرد مشابهی داشتند. در هر سه مدل شاخص توده بدنی دارای بیشترین اهمیت بود.
کلید واژگان: داده کاوی, دیابت شیرین, بیماری های متابولیک, حساسیت و ویژگی}BackgroundDiabetes mellitus as a chronic disease is the most common disease caused by metabolic disorders and it is one of the most important health issues all around the world. Nowadays, data mining methods are applied in different fields of sciences due to data mining methods capability. Therefore, in this study, we compared the efficiency of data mining methods in predicting type 2 diabetes.
MethodsIn this cross-sectional study, the data of 7,000 participants in the Diabetes Screening Project in Samen, Mashhad City, Iran, were considered in 2016. There were 540 untreated diabetic patients. The Samen Project was included in the routine examinations of diabetes patients like blood glucose, eyes health, nephropathy, and legs health. So, in order to maintain balance, 600 healthy individuals were selected in a proportional volume sampling in this study. Therefore, the total sample size was 1140 people. In this study, people with diabetes aged over 30 years old were enrolled and participants with the previous history of type 2 diabetes, with normal blood glucose due to drug use or other issues at the time of the study, were excluded.
ResultsAll three models (Logistic regression, simple Bayesian and support vector machine models) had the same test accuracy (86%), however, in terms of area under the receiver operating characteristic (ROC) curve (AUC), logistic regression and simple Bayesian models had better performance (AUC=90% against AUC=88%). In the simple Bayesian model and logistic regression, body mass index (BMI) and age variables were the most important variables, while BMI and blood pressure variables were the most important factors in the support vector machine model.
ConclusionAccording to the results, all three models had the same accuracy. In terms of area under the curve (AUC), logistic and simple Bayes models had better performance than the support vector machine model. Totally all three models had almost the same performance. Based on all three models, BMI was the most important variable.
Keywords: data mining, diabetes mellitus, metabolic diseases, sensitivity, specificity} -
PurposeMetabolic disorders are common in patients with staghorn renal stones. Aim of this study was to evaluate and compare the metabolic disorders in patients with unilateral and bilateral staghorn stones.Materials and MethodsIn this cross sectional study, 78 patients who underwent percutaneous nephrolithotomy (PCNL) for staghorn renal stones were included. The urine volume, the level of calcium, oxalate, uric acid, phos phate, sodium, citrate, creatinine, and cystine from 24 hour urine collection as well as the serum levels of calcium, phosphorus, magnesium, creatinine, blood urea nitrogen (BUN), parathyroid hormone (PTH) and uric acid were recorded and compared among the two groups with unilateral and bilateral renal stones.Results56 patients (71.8%) had unilateral and 22 (28.2%) had bilateral renal stones. At least one abnormal meta bolic factor was found in 32 (57.1%) and 15 (68.2%) patients with unilateral and bilateral renal stones, respectively (P = .044). Cystine urine levels and serum levels of BUN were higher in cases with bilateral compared to unilateral renal stones (36.4% vs. 12.5%, P = .025 and 27.3% vs. 1.8%, P = .002, respectively).ConclusionMetabolic factors are strongly correlated with the formation of staghorn renal stones specially bilat eral ones. In our study among different metabolic factors, cystine urine levels and serum levels of BUN were sig nificantly higher in patients with bilateral renal stones. Proper metabolic assessments are recommended in patients with staghorn urolithiasis.Keywords: metabolic diseases, risk factors, staghorn calculi, urinary calculi chemistry}
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ObjectiveThe aim of this study was to evaluate the impact of Body Mass Index (BMI) and biochemical lipid values on reproductive outcomes of women undergoing Intra Cytoplasmatic Sperm Injection (ICSI) cycles.Materials and methodsThe study was conducted in the Center of Human Reproductive Physiopathology of University of Catania between April 2017 and March 2018. In this retrospective observational study 114 couples undergoing ICSI cycles since was enrolled. With the women’s informed consent, levels of total cholesterol, LDL-c, HDL-c and triglycerides were determinate and FSH, LH, E2 and PRL samples were obtained on the 3rd day of menstrual cycle. According to variability of BMI, the samples were divided in group A (BMI 18.5 - 24.9 kg/m2); group B (BMI 25 - 29.9 kg/m2); group C (BMI >30 kg/m2). The results were statistically analyzed with Student’s t-test.ResultsFertilization and pregnancy rate were lower in women with BMI>30 than in women with BMI 25-30 and BMI 18-25, despite the negative biochemical lipid panel.ConclusionOur results demonstrate that an excess of adipose tissue in women undergoing ICSI was not directly related with altered biochemical lipid values. However, overweight and obese patients show poor fertilization and pregnancy rate despite the negative biochemical lipid panel.Keywords: Body Mass Index, Infertility, In vitro Fertilization, Metabolic Diseases}
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International Journal of Molecular and Cellular Medicine, Volume:8 Issue: 30, Spring 2019, PP 41 -48
Diabetes with a broad spectrum of complications has become a global epidemic metabolic disorder. Till now, several pharmaceutical and non-pharmaceutical therapeutic approaches were applied for its treatment. Cell-based therapies have become promising methods for diabetes treatment. Better understanding of diabetes pathogenesis and identification of its specific biomarkers along with evaluation of different treatments efficacy, can be possible by clarification of specific metabolic modifications during the diabetes progression. Subsequently, metabolomics technology can support this goal as an effective tool. The present review tried to show how metabolomics quantifications can be useful for diabetic monitoring before and after cell therapy. Cell therapy is an alternative approach to achieve diabetes treatments goals including insulin resistance amelioration, insulin independence reparation, and control of glycemia. OMICs approaches provide a comprehensive insight into the molecular mechanisms of cells features and functional mechanism of their genomics, transcriptomics, proteomics, and metabolomics profile which can be useful for their therapeutic application. As a modern technology for the detection and analysis of metabolites in biological samples, metabolomica can identify many of the metabolic and molecular pathways associated with diabetes and its following complications.
Keywords: Cell Therapy, Diabetes Mellitus, Metabolic Diseases, Metabolomics, Metabolic Pathways} -
زمینه و هدفبیماری های متابولیسم مادرزادی به دلیل نقص آنزیمی منفرد ناشی از سنتز یا کاتابولیسم غیرطبیعی پروتئین ها، کربوهیدرات ها و چربی ها ایجاد می شوند. هدف از این مطالعه بررسی تظاهرات بالینی بیماری های متابولیک مادرزادی کبدی در بیماران مراجعه کننده به مرکز طبی اطفال بود.روش بررسیمطالعه به روش توصیفی – مقطعی بر روی بیماران مبتلا به بیماری متابولیک مادرزادی کبد مراجعه کننده به مرکز طبی کودکان، طی سال های 1394-1392 انجام شد. اطلاعات بیماران شامل: سابقه بیماری، متغیرهای آنتروپومتری، معاینات گوارشی، نورولوژی، شبکیه چشم و معاینات سیستمیک بود.یافته هادر طی سال های 1394-1392 از تعداد 87 کودک مبتلا به بیماری متابولیک مادرزادی کبدی مراجعه کننده به بیمارستان مرکز طبی کودکان، 48 کودک، دختر (55%) و 39 کودک، پسر بودند (45%). رنگ پریدگی (90%)، هپاتومگالی (75%)، درد شکم (70%)، استفراغ (70%) و زردی (70%)، بیشترین علائم بالینی گزارش شده در این بیماران بود و بیشترین عامل بیماری متابولیک کبدی، تیروزینمی گزارش شد (20 مورد). عوامل دیگر را فیبروز کیستیک (15 مورد)، بیماری ذخیره گلیکوژن (12 مورد)، گالاکتوزمی (8 مورد) و ویلسون (7 مورد) تشکیل می دادند.نتیجه گیریبا توجه به افزایش روزافزون بیماری های متابولیک کبدی مادرزادی، شناسایی تظاهرات بالینی و عوامل اتیولوژیک در این بیماری اهمیت دارد. در حال حاضر، با پیشرفت امکانات و انجام تست های جدید غربالگری در بدو تولد می توان به وجود بیماری های متابولیک ارثی پی برد.کلید واژگان: بیماری های متابولیک, کودکان, نارسایی کبد}Background and ObjectivesCongenital metabolic disorders are caused by a single enzyme deficiency due to abnormal synthesis or catabolism of proteins, carbohydrates, and lipids. The aim of this study was to investigate the clinical manifestations of congenital metabolic liver disease in patients referring to the Children Medical Center.
MethodsThis study was a descriptive cross-sectional study on patients with congenital metabolic liver disease referred to the Children Medical Center during 2013-2015. Patients' information included history of the disease, anthropometric variables, gastrointestinal examinations, neurology, retina, and systemic examinations.
ResultsDuring the years 2013-2015, out of 87 children with congenital liver disease referred to the Children Medical Center Hospital, 48 children were female (55%) and 39 were male (45%). Pallor (90%), hepatomegaly (75%), abdominal pain (70%), vomiting (70%), and jaundice (70%), were the most commonly reported clinical signs in these patients, tyrosinemia was reported as the most common causes of metabolic liver disease (20 cases). Other causes included cystic fibrosis (15 cases), glycogen storage disease (12 cases), galactosemia (8 cases), and Wilson disease (7 cases).
ConclusionConsidering the increasing incidence of congenital hepatic metabolic diseases, identification of clinical manifestations and etiologic factors is important in this disease. Currently, with the development of facilities and new screening tests at birth, inherited metabolic diseases could be recognized.Keywords: Metabolic Diseases, Pediatrics, Liver Failure} -
BackgroundNeonatal screening is a preventive medical measure to screen infants shortly after birth for treatable metabolic disorders and endocrinopathies. The present study aimed to evaluate and compare the accuracy of laboratory samples in the screening programs for metabolic diseases in Mashhad city, Iran with international guidelines.MethodsThis observational study was conducted on all the patients referring to the health centers of Mashhad, Iran during two weeks. In total, 220 infants were enrolled in the study and divided into three groups of health center 1, 2, and 3. A checklist was prepared based on the international guidelines to evaluate the neonatal screening procedures.ResultsIn total, 220 neonates aged 3-14 days (90 girls and 130 boys) were enrolled in this study. Mean weight and height of the neonates was 3215.90±485.12 grams and 49.85±2.04 centimeters, respectively. In all the cases, mode of nutrition was breastfeeding, and sampling was performed within 36 hours after birth. Neonates had no history of corticosteroid administration, catecholamine administration, parenteral nutrition, and blood transfusion. Heels of the neonates had no contact with the filter paper, and the samples were dried away from direct sunlight and heat. Two of the health centers used disinfectants and dried the heels of infants afterwards prior to drawing the samples.ConclusionAccording to the results, the studied health centers followed the protocol properly. However, two of the health centers used disinfectants in such way that we were not sure whether the heels of the neonates were dried completelyKeywords: Health centers of Mashhad, Metabolic diseases, Neonatal screening}
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سابقه و هدفامروزه نارسایی قلب از بیماری های شایع و زمینهساز فوت درصد بالایی از جمعیت میباشد. با وجود پیشرفتهای صورت گرفته، تحقیقات در زمینه شناخت بهتر علل ایجاد آن ادامه دارد. هدف این مطالعه بررسی علل نارسایی قلب از دیدگاه طب سنتی ایران می باشد.مواد و روش هادر این مطالعه مروری ابتدا کتاب بیماری های قلب در کتب طب سنتی مانند القانون فی الطب و اکسیر اعظم مطالعه و علل نارسایی و ضعف قلب بررسی و با یافته های طب نوین در کتب بیماری های قلبی براون والد، بیماری های داخلی هاریسون و سیسیل و بانکهای اطلاعاتی شامل PubMed، Scopus، Science direct مورد بررسی و مقایسه قرار گرفت.یافته هادر بررسی مستندات مشخص گردید نارسایی قلب با توجه به تعریف و علایم آن بیشتر با «ضعف قلب» در طب سنتی مطابقت دارد. بر همین اساس یافته ها نشان داد در طب سنتی نیز عللی مانند سوءمزاج، انسداد، از همگسیختگی بافت، اختلالات روحی-نفسانی و خروج افراطی مواد مورد نیاز بدن به صورت مستقیم و غیرمستقیم می توانند زمینهساز احتمالی عدم کفایت عملکرد قلب در رفع نیازهای اعضا باشند.نتیجه گیریدر طب ایرانی علل متعددی برای نارسایی و افت عملکرد قلب عنوان شده که فقط مواردی از آن در پزشکی نوین مورد توجه می باشد اما بخشی از این نظریات که کمتر مورد توجه قرار گرفته می تواند به عنوان فرضیات جدیدی جهت پیشگیری و کنترل این بیماری مطرح شود.کلید واژگان: نارسایی قلب, طب سنتی, بیماری های متابولیک, انسداد عروق}Background And ObjectiveNowadays, heart failure is one of the most common diseases and is the cause of death in a high percentage of the population. Despite all the progress made, researches continue for achieving a better understanding of its causes. The present study aims to evaluate the causes of heart failure from Persian medicine (PM) point of view.MethodsIn this review article, first PM books with references to causes of heart failure and weakness such as Al Qanun Fi Al-Tibb (The Canon of Medicine) and Exir-e-azam were reviewed and compared with modern medical findings in Braunwald's Heart Disease, Harrison's Principles of Internal Medicine and Cecil medicine books as well as online databases including PubMed, Science direct, Scopus and Google scholar.
FINDINGS: Reviewing the documentation revealed that, according to definitions and symptoms, heart failure is the equivalent of the term heart weakness in PM. Accordingly, results of the study demonstrated that according to PM, causes such as Sue-e-Mizaj, obstruction, tissue detachment, mental disorders, direct and indirect excessive disposal of body essential materials may underlie the hearts inability to meet the needs of the organs.ConclusionSeveral factors are mentioned as the cause of heart failure or heart weakness in PM, only a few of which are considered in modern medicine. However, some of these less considered theories can be used as new assumptions to prevent and control this diseaseKeywords: Heart Failure, Persian Medicine, Metabolic diseases, Vascular obstruction}
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