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1.
Stem Cell Res Ther ; 15(1): 160, 2024 Jun 05.
Article in English | MEDLINE | ID: mdl-38835014

ABSTRACT

BACKGROUND: Metabolic syndrome (MetS) is a significant epidemiological problem worldwide. It is a pre-morbid, chronic and low-grade inflammatory disorder that precedes many chronic diseases. Wharton's jelly-derived mesenchymal stem cells (WJ-MSCs) could be used to treat MetS because they express high regenerative capacity, strong immunomodulatory properties and allogeneic biocompatibility. This study aims to investigate WJ-MSCs as a therapy against MetS in a rat model. METHODS: Twenty-four animals were fed with high-fat high-fructose (HFHF) diet ad libitum. After 16 weeks, the animals were randomised into treatment groups (n = 8/group) and received a single intravenous administration of vehicle, that is, 3 × 106 cells/kg or 10 × 106 cells/kg of WJ-MSCs. A healthy animal group (n = 6) fed with a normal diet received the same vehicle as the control (CTRL). All animals were periodically assessed (every 4 weeks) for physical measurements, serum biochemistry, glucose tolerance test, cardiovascular function test and whole-body composition. Post-euthanasia, organs were weighed and processed for histopathology. Serum was collected for C-reactive protein and inflammatory cytokine assay. RESULTS: The results between HFHF-treated groups and healthy or HFHF-CTRL did not achieve statistical significance (α = 0.05). The effects of WJ-MSCs were masked by the manifestation of different disease subclusters and continuous supplementation of HFHF diet. Based on secondary analysis, WJ-MSCs had major implications in improving cardiopulmonary morbidities. The lungs, liver and heart show significantly better histopathology in the WJ-MSC-treated groups than in the untreated CTRL group. The cells produced a dose-dependent effect (high dose lasted until week 8) in preventing further metabolic decay in MetS animals. CONCLUSIONS: The establishment of safety and therapeutic proof-of-concept encourages further studies by improving the current therapeutic model.


Subject(s)
Disease Models, Animal , Mesenchymal Stem Cell Transplantation , Mesenchymal Stem Cells , Metabolic Syndrome , Wharton Jelly , Animals , Metabolic Syndrome/therapy , Metabolic Syndrome/pathology , Metabolic Syndrome/metabolism , Mesenchymal Stem Cells/metabolism , Mesenchymal Stem Cells/cytology , Rats , Wharton Jelly/cytology , Mesenchymal Stem Cell Transplantation/methods , Male , Injections, Intravenous , Humans , Diet, High-Fat/adverse effects
2.
BMC Cardiovasc Disord ; 24(1): 276, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38807048

ABSTRACT

INTRODUCTION: In the current systematic review and meta-analysis, we aim to analyze the existing literature to evaluate the role of inflammatory biomarkers, including neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), C-reactive protein (CRP), tumor necrosis factor-a (TNF-a), and interleukin-6 (IL-6) among individuals with cardiac syndrome X (CSX) compared to healthy controls. METHODS: We used PubMed, Web of Science, Scopus, Science Direct, and Embase to systematically search relevant publications published before April 2, 2023. We performed the meta-analysis using Stata 11.2 software (Stata Corp, College Station, TX). So, we used standardized mean difference (SMD) with a 95% confidence interval (CI) to compare the biomarker level between patients and healthy controls. The I2 and Cochran's Q tests were adopted to determine the heterogeneity of the included studies. RESULTS: Overall, 29 articles with 3480 participants (1855 with CSX and 1625 healthy controls) were included in the analysis. There was a significantly higher level of NLR (SMD = 0.85, 95%CI = 0.55-1.15, I2 = 89.0 %), CRP (SMD = 0.69, 95%CI = 0.38 to 1.02, p < 0.0001), IL-6 (SMD = 5.70, 95%CI = 1.91 to 9.50, p = 0.003), TNF-a (SMD = 3.78, 95%CI = 0.63 to 6.92, p = 0.019), and PLR (SMD = 1.38, 95%CI = 0.50 to 2.28, p = 0.02) in the CSX group in comparison with healthy controls. CONCLUSION: The results of this study showed that CSX leads to a significant increase in inflammatory biomarkers, including NLR, CRP, IL-6, TNF-a, and PLR.


Subject(s)
Biomarkers , Inflammation Mediators , Microvascular Angina , Neutrophils , Humans , Biomarkers/blood , Microvascular Angina/blood , Microvascular Angina/diagnosis , Inflammation Mediators/blood , Female , Male , Middle Aged , Predictive Value of Tests , C-Reactive Protein/analysis , Lymphocyte Count , Interleukin-6/blood , Aged , Platelet Count , Adult , Blood Platelets/metabolism , Tumor Necrosis Factor-alpha/blood , Lymphocytes , Prognosis , Inflammation/blood , Inflammation/diagnosis
3.
Int J Clin Exp Pathol ; 17(1): 13-21, 2024.
Article in English | MEDLINE | ID: mdl-38322173

ABSTRACT

INTRODUCTION: Diffuse glioma constitutes 28% of primary brain tumors. Until recently morphologic appearance was the only criterion for classifying these tumors. However, WHO 2016 incorporates molecular information in the primary diagnosis of gliomas such as Isocitrate dehydrogenase 1 (IDH1), Alpha thalassemia/mental retardation syndrome X inked (ATRX) as well as 1p/19q codeletion on FISH. In a resource-limited setup where FISH is not available, Alpha internexin (INA) has been suggested as a surrogate IHC marker. MATERIAL AND METHODS: Cross-sectional study conducted in the Department of Pathology for two years. Tissue blocks and clinical as well as radiological details were obtained from departmental archives. After assessing the morphologic details, routine IHC markers such as GFAP, Ki67 and P53 along with molecular markers like IDH-1, ATRX, and lNA were applied. RESULTS: Out of 55 cases of diffuse glioma, 23 cases of astrocytoma and 32 cases of oligodendroglioma with an overall mean age of presentation of 41.49 ± 12.47 years. IDH-1 expression among diffuse glioma was 89.1% in our study. Alteration in the ATRX gene expression was observed in 95.7% of astrocytomas. 75% of oligodendrogliomas expressed INA with no significant difference in expression between the two grades. Based on the algorithmic approach using molecular surrogate markers, diffuse gliomas were categorized into six distinct groups. IDH-mutant, ATRX loss of expression astrocytoma and IDH-mutant, INA positive oligodendroglioma are two categories that do not require further molecular testing. This comprises 72.7% of the cases and these do not warrant further workup. CONCLUSION: Implementation of combined phenotypic-genotypic diagnosis with the use of histomorphology and immunohistochemical surrogates for molecular genetic alterations will yield more homogeneous and narrowly defined diagnostic entities which will provide better prognostication and definitive treatment. It also is cost-effective in a resource-limited setup.

4.
Nutr Rev ; 2024 Feb 09.
Article in English | MEDLINE | ID: mdl-38335125

ABSTRACT

CONTEXT: Ramadan is a holy month of fasting, spiritual reflection, and worship for Muslims worldwide. However, the Ramadan fast - which involves abstaining from all food and drink, sunrise to sunset for 29 days-30 days annually - may also influence physical health outcomes, especially relating to the risk of metabolic syndrome. OBJECTIVE: The literature from the top of the pyramid of evidence was gathered and synthesized for this comprehensive umbrella review and meta-analysis of meta-analyses in order to provide an overall conclusion on the impact of Ramadan fasting with regard to metabolic syndrome components. DATA EXTRACTION: Eleven systematic reviews and meta-analyses were included in the current umbrella review. Nine components, including waist circumference, body weight), high-density lipoprotein, low-density lipoprotein, total cholesterol, triglycerides, systolic blood pressure, diastolic blood pressure), and fasting blood plasma glucose were analyzed. DATA ANALYSIS: The random-effects meta-analysis results revealed standard mean differences as follows: waist circumference -0.30 (95% confidence interval [CI] -0.33 to -0.27), body weight -0.34 (95% CI -0.39 to -0.29), high-density lipoprotein 0.20 (95% CI 0.10 to 0.30), low-density lipoprotein -0.10 (95% CI -0.13 to -0.07), total cholesterol -0.15 (95% CI -0.21 to -0.09), triglycerides -0.16 (95% CI -0.24 to -0.08), systolic blood pressure -0.20 (95% CI -0.23 to -0.17), diastolic blood pressure -0.20 (95% CI -0.22 to -0.18), fasting blood plasma glucose -0.10 (95% CI -0.12 to -0.08). CONCLUSION: Ramadan fasting appears to benefit body weight, lipid profile, blood pressure, and fasting blood glucose levels. Therefore, engaging in fasting during Ramadan may contribute to weight reduction, decreased cardiovascular disease risk, improved blood pressure, and enhanced glycemic control. Nevertheless, the methodological quality of the included reviews ranged from low to critically low, necessitating cautious interpretation of conclusions drawn from these data. SYSTEMATIC REVIEW REGISTRATION: Open Science Framework Identifier: DOI 10.17605/OSF.IO/9WVJZ.

5.
Nutr. clín. diet. hosp ; 44(1): 48-54, Feb. 2024. tab, graf
Article in Spanish | IBECS | ID: ibc-231317

ABSTRACT

Introducción: La fructosa de la dieta se metaboliza a nivel hepático, en donde estimula la fructólisis, la glucólisis, la lipogénesis y la producción de glucosa, esto conlleva a la dislipidemia mixta, hiperglucemia e hígado graso; aumentando el riesgo de síndrome metabólico.Objetivo: Determinar la asociación entre el consumo de fructosa y síndrome metabólico en pacientes adultos atendidos en el Hospital Militar Central “Coronel Luis Arias Schreiber”.Materiales y Métodos: Investigación de enfoque cuantitativo, diseño no experimental, transversal, correlacional-causal. La población de estudio estuvo conformada por 75 pacientes adultos. Se incluyó pacientes mayores de 18 años de edad; quienes en forma voluntaria firmaron el consentimiento informado y presentaron registros actualizados de perfil bioquímico, fueron excluidos pacientes con discapacidad mental, motora y/o física. Los valores de presión arterial y perfil bioquímico; se obtuvo de las historias clínicas y la valoración antropométrica a través de la medición del peso corporal, talla y circunferencia abdominal; la ingesta de fructosa se obtuvo a través de un cuestionario de frecuencia de consumo semicuantitativo. Se utilizó la prueba estadística de Chi cuadrado para evaluar la asociación de variables.Resultados: El 61,3% presentó Síndrome Metabólico (SM), el 88% presentan un inadecuado consumo de fructosa (>25g/día). El índice de masa corporal (IMC) promedio fue de 30,34 (DE ±4,0); el nivel de glucosa en ayunas fue 100,13 mg/dL (DE ±11,25). Al asociar el consumo inadecuado de fructosa con el Síndrome Metabólico, se obtuvo un valor p= 0,010 (p<0,05). Asimismo, el consumo inadecuado de fructosa añadida tuvo asociación con el SM (p<0,05). No obstante, al asociar ingesta de fructosa natural con el SM, se obtuvo p =0.466 (p>0,05).(AU)


Introduction: Dietary fructose is metabolized in the liver,where it stimulates fructolysis, glycolysis, lipogenesis andglucose production, which leads to mixed dyslipidemia, hy-perglycemia and fatty liver; increasing the risk of metabolicsyndrome. Objetive: Determine the association between fructose con-sumption and metabolic syndrome in adult patients treated atthe “Coronel Luis Arias Schreiber” Central Military Hospital. Materials and methods: A quantitative approach studywas carried out, with a non-experimental, cross-sectional andcorrelational-causal design. The study population consisted of 75 adult patients. Patients over 18 years of age were in-cluded; who voluntarily signed the informed consent and pre-sented updated biochemical profile records. Patients withmental, motor and/or physical disabilities were excluded.Blood pressure and biochemical profile values were obtainedfrom medical records and anthropometric assessmentthrough measurement of body weight, height, and abdominalcircumference. Fructose intake was obtained through a semi-quantitative consumption frequency questionnaire. The Chisquare statistical test was used to evaluate the association ofvariables. Results: 61.3% presented Metabolic Syndrome (MS), 88%presented inadequate fructose consumption (>25g/day). Theaverage body mass index (BMI) was 30.34 (SD ±4.0); Thefasting glucose level was 100.13 mg/dL (SD ±11.25). Whenassociating inadequate fructose consumption with MetabolicSyndrome, a p value = 0.010 (p < 0.05) was obtained.Likewise, inadequate consumption of added fructose was as-sociated with MS (p<0.05). However, when associating natu-ral fructose intake with MS, p =0.466 (p>0.05) was obtained.Conclusions. A high consumption of added fructose in in-dustrialized foods has a greater association with the develop-ment of Metabolic Syndrome; It is necessary to reduce thefructose content in industrialized foods.(AU)


Subject(s)
Humans , Male , Female , Adult , Middle Aged , Metabolic Syndrome , Fructose/metabolism , Dyslipidemias/metabolism , Peru , Nutritional Sciences , Inpatients , Cross-Sectional Studies
6.
Clin Nutr ESPEN ; 58: 178-185, 2023 12.
Article in English | MEDLINE | ID: mdl-38057003

ABSTRACT

BACKGROUND & AIMS: Fatty acids (FAs) of the omega-3 and omega-6 family are considered essential, and adequate intake seems to be associated with lower risk of developing chronic non-communicable diseases. The objective was to evaluate the association of omega-3 and omega-6 FAs dietary intake with the prevalence of MS and its components waist circumference (WC), blood pressure (BP), fasting blood glucose, triglycerides and High Density Lipoprotein - cholesterol (HDL-c) in Brazilian adolescents aged 12-17 years. METHODS: This is a school-based cross-sectional investigation, using data from the Study of Cardiovascular Risks in Adolescents (ERICA), carried out between 2013 and 2014. The following variables were collected and assessed: 1) sociodemographic (sex, age, type of school, school location whether urban or rural and region of the country); 2) food consumption was measured through a 24-h Food Recall (24 hR), and a second 24 hR was applied to 7% of the total sample; 3) anthropometrics (weight, height, WC), BP and biochemical (glycemia, triglycerides and HDL-c) were also assessed. Logistic regression analysis was performed according to gender and age group. RESULTS: A total of 36,751 adolescents participated in the study. The intake of omega-3 FAs in the total population was 1.71 g/day and of omega-6 FAs, 13.56 g/day, with an omega-6/omega-3 ratio of 7.93:1. It was found that higher intake of omega-3 FAs was associated with an 53% lower chance of low HDL-c. For omega-6 FAs, no significant results were found. CONCLUSIONS: The findings indicated an association between omega-3 FAs and HDL-c. More studies are needed to elucidate the effects of omega-6 FAs.


Subject(s)
Fatty Acids, Omega-3 , Metabolic Syndrome , Humans , Adolescent , Child , Metabolic Syndrome/epidemiology , Cross-Sectional Studies , Risk Factors , Triglycerides , Cholesterol, HDL , Fatty Acids, Omega-6 , Eating
7.
Clin Med Insights Endocrinol Diabetes ; 16: 11795514231206729, 2023.
Article in English | MEDLINE | ID: mdl-37954481

ABSTRACT

Introduction: Metabolic syndrome which is a syndrome complex that is associated with insulin resistance. Osteocalcin (OC), a bone derived protein has been found to decrease insulin resistance and stimulate production of insulin from the pancreas. Serum osteocalcin levels correlate with body mass index (BMI) and waist circumference. Thus, serum osteocalcin levels in metabolic syndrome could potentially be a new area to explore therapeutically. However, its role in clinical practice needs to be established. Methods: We conducted a cross-sectional study on patients, who visited Kasturba Hospital, Manipal between September 2018 and September 2020, to study the relationship between Serum Osteocalcin and the parameters of metabolic syndrome. All patients above the age of 18 years who satisfied the NCEP-ATP III guidelines (Asian adaptation) for metabolic syndrome were considered for the study. Patients who had thyroid and parathyroid disorders, bone malignancies, osteoporosis, liver failure and renal dysfunction were excluded. Results: A total of 115 subjects were analyzed. As serum osteoclacin increased, there was a significant decrease in fasting blood glucose levels (r = -.748, P < .05) and a significant increase in serum HDL levels (r = .617, P < .01). There was no correlation found between serum osteocalcin and BMI/waist circumference in this study. Finally, it was observed that individuals with fewer components of metabolic syndrome had a significantly higher serum osteocalcin when compared with individuals with a higher number of components of metabolic syndrome (P < .01). Conclusion: This data further confirmed the association between serum OC and parameters of metabolic syndrome such as FBS and serum HDL. It also found that increased serum OC was associated with fewer components of the metabolic syndrome indicating that OC could have a positive metabolic impact and may prevent atherosclerotic risk.

8.
Cureus ; 15(7): e41959, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37588314

ABSTRACT

In recent years, there has been an increasing trend in the development of non-alcoholic fatty liver disease (NAFLD) due to lifestyle changes. The limited treatment option for the disease makes it challenging to manage. This study aims to summarize the relationship between NAFLD and metabolic syndrome (MetS) and to give a clear idea of the risk factors in this systematic research. The five databases screened were PubMed, Google Scholar, Science Direct, and BMC using keywords and Medical Subject Heading (Mesh) combinations. The keywords used are "Metabolic Syndrome," "Syndrome X," "Insulin Resistance," "Obesity," "Type 2 Diabetes," and "Dyslipidemia." Articles underwent a detailed process of screening and quality appraisal. Using the English language as a primary filtering parameter, papers over the last 13 years, dating from 2010 to 2023, are the basis of this review. We reviewed all possible human studies documenting NAFLD with a component of MetS. A total of 1106 papers were identified. After duplicate removal, 995 articles underwent a rigorous review, and 35 articles were chosen for quality appraisal. A total of 15 articles are part of this systematic review. This systematic review strongly concludes that NAFLD predominates in MetS patients. The pathophysiology and insulin resistance that is shared by the two conditions as well as the fact that obesity is at the center of both is the connecting factor in this. Besides various demographic and risk factors, physical activity and diet also play a role in the development of NAFLD. Consequently, more studies on this relevant topic are needed.

9.
J Clin Endocrinol Metab ; 109(1): 80-91, 2023 Dec 21.
Article in English | MEDLINE | ID: mdl-37565392

ABSTRACT

BACKGROUND: The risk for atherogenic plaque formation is high after ingestion of meals in individuals with high blood lipid levels (ie, dyslipidemia). Statins and exercise reduce the rise of blood triglyceride concentrations after a meal, but the effect of their combination is unclear. METHODS: In a randomized crossover design, 11 individuals with dyslipidemia and metabolic syndrome treated with statins underwent a mixed-meal (970 ± 111 kcal, 24% fat, and 34% carbohydrate) tolerance test. Plasma lipid concentrations, fat oxidation, glucose, and glycerol kinetics were monitored immediately prior and during the meal test. Trials were conducted with participants under their habitual statin treatment and 96 hours after blinded statin withdrawal. Trials were duplicated after a prolonged bout of low-intensity exercise (75 minutes at 53 ± 4% maximal oxygen consumption) to study the interactions between exercise and statins. RESULTS: Statins reduced postprandial plasma triglycerides from 3.03 ± 0.85 to 2.52 ± 0.86 mmol·L-1 (17%; P = .015) and plasma glycerol concentrations (ie, surrogate of whole-body lipolysis) without reducing plasma free fatty acid concentration or fat oxidation. Prior exercise increased postprandial plasma glycerol levels (P = .029) and fat oxidation rates (P = .024). Exercise decreased postprandial plasma insulin levels (241 ± 116 vs 301 ± 172 ρmol·L-1; P = .026) but not enough to increase insulin sensitivity (P = .614). Neither statins nor exercise affected plasma glucose appearance rates from exogenous or endogenous sources. CONCLUSIONS: In dyslipidemic individuals, statins reduce blood triglyceride concentrations after a meal, but without limiting fat oxidation. Statins do not interfere with exercise lowering the postprandial insulin that likely promotes fat oxidation. Last, statins do not restrict the rates of plasma incorporation or oxidation of the ingested glucose.


Subject(s)
Dyslipidemias , Hydroxymethylglutaryl-CoA Reductase Inhibitors , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Blood Glucose/metabolism , Glycerol , Glucose , Triglycerides , Insulin , Lipids , Dyslipidemias/drug therapy , Postprandial Period
10.
J Cancer Res Ther ; 19(3): 562-566, 2023.
Article in English | MEDLINE | ID: mdl-37470575

ABSTRACT

Introduction: Gliomas are the most common primary intracranial tumors. The current World Health Organization (WHO) classification of central nervous system tumors recommends integrated histo-molecular diagnosis of gliomas. However, molecular testing is not available in even most of the advanced centers of our country, and histopathology aided with immunohistochemistry (IHC) is still widely used for diagnosis. Immunohistochemical markers such as iso-citrate dehydrogenase1 (IDH1) and Alpha Thalassemia/Mental Retardation Syndrome X-linked (ATRX) can be reliably used for the correct diagnosis, prognosis, and treatment of gliomas. Aim: We aimed to develop a diagnostic algorithm by integrating morphology, IDH1, and ATRX status of gliomas seen in our institute for 1 year. Settings and Design: Analytical cross-sectional study. Materials and Methods: This study included 60 histopathologically confirmed cases of astrocytic (n = 51) and oligodendroglial tumors (n = 9). Clinical, radiological, and histopathological features were noted and tumor grades assigned according to the WHO recommendations. IDH1 and ATRX mutation status was evaluated using IHC. The tumors were divided into three molecular groups on the basis of their IDH1 and ATRX mutation status: (1) Group 1: IDH1 negative and ATRX positive, (2) Group 2: IDH1 positive and ATRX positive, (3) Group 3: IDH1 positive and ATRX negative. Results: The mean age of presentation was 45.0 ± 15.8 years with a male-to-female ratio of 2:1. Seizures, headache, and hemiparesis were the most common modes of presentation. The tumor subtypes studied were glioblastoma (n = 32), anaplastic astrocytoma (n = 7), diffuse astrocytoma (n = 6), oligodendroglioma (n = 6), pilocytic astrocytoma (n = 6), and anaplastic oligodendroglioma (n = 3). IDH1 mutation was present in 26 cases including anaplastic astrocytoma (n = 7), diffuse astrocytoma (n = 6), oligodendroglioma (n = 5), secondary glioblastoma (n = 5), and anaplastic oligodendroglioma (n = 3). ATRX mutation, i. e., loss of ATRX was observed in 17 cases including diffuse astrocytoma (n = 5), anaplastic astocytoma (n = 5), anaplastic oligodendroglioma (n = 3), oligodendroglioma (n = 3), and secondary glioblastoma (n = 1). All six cases of pilocytic astrocytoma were negative for IDH1 and ATRX mutation. There were 34 patients in Group 1 (IDH1- and ATRX +), nine cases in Group 2 (IDH1 + and ATRX +), and 17 patients in Group 3 (IDH1 + and ATRX-). Conclusion: Diagnosis of gliomas should be based on a detailed clinicoradiological and histopathological assessment, followed by genotypic characterization. Evaluation for IDH1and ATRX status has both diagnostic and prognostic value as it helps in differentiating gliomas from reactive gliosis, primary glioblastoma from secondary glioblastoma, and pilocytic astrocytoma (WHO grade I) from diffuse astrocytoma (WHO grade II). Tumors with IDH1 mutations have a better outcome than those with wild-type IDH. IHC can serve as a useful surrogate to conventional molecular tests in resource-constrained settings. By devising an algorithm based on morphological and IHC features, we were able to stratify gliomas into three prognostic subgroups.


Subject(s)
Astrocytoma , Brain Neoplasms , Glioblastoma , Glioma , Oligodendroglioma , Humans , Male , Female , Adult , Middle Aged , Oligodendroglioma/diagnosis , Oligodendroglioma/genetics , Oligodendroglioma/pathology , Glioblastoma/pathology , Cross-Sectional Studies , X-linked Nuclear Protein/genetics , Glioma/diagnosis , Glioma/genetics , Glioma/pathology , Astrocytoma/diagnosis , Astrocytoma/genetics , Astrocytoma/pathology , Brain Neoplasms/diagnosis , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Mutation , Prognosis , Citrates , Citric Acid , Isocitrate Dehydrogenase/genetics , Algorithms
11.
Phenomics ; 3(3): 243-254, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37325712

ABSTRACT

This study aimed to explore the value of deep learning (DL)-assisted quantitative susceptibility mapping (QSM) in glioma grading and molecular subtyping. Forty-two patients with gliomas, who underwent preoperative T2 fluid-attenuated inversion recovery (T2 FLAIR), contrast-enhanced T1-weighted imaging (T1WI + C), and QSM scanning at 3.0T magnetic resonance imaging (MRI) were included in this study. Histopathology and immunohistochemistry staining were used to determine glioma grades, and isocitrate dehydrogenase (IDH) 1 and alpha thalassemia/mental retardation syndrome X-linked gene (ATRX) subtypes. Tumor segmentation was performed manually using Insight Toolkit-SNAP program (www.itksnap.org). An inception convolutional neural network (CNN) with a subsequent linear layer was employed as the training encoder to capture multi-scale features from MRI slices. Fivefold cross-validation was utilized as the training strategy (seven samples for each fold), and the ratio of sample size of the training, validation, and test dataset was 4:1:1. The performance was evaluated by the accuracy and area under the curve (AUC). With the inception CNN, single modal of QSM showed better performance in differentiating glioblastomas (GBM) and other grade gliomas (OGG, grade II-III), and predicting IDH1 mutation and ATRX loss (accuracy: 0.80, 0.77, 0.60) than either T2 FLAIR (0.69, 0.57, 0.54) or T1WI + C (0.74, 0.57, 0.46). When combining three modalities, compared with any single modality, the best AUC/accuracy/F1-scores were reached in grading gliomas (OGG and GBM: 0.91/0.89/0.87, low-grade and high-grade gliomas: 0.83/0.86/0.81), predicting IDH1 mutation (0.88/0.89/0.85), and predicting ATRX loss (0.78/0.71/0.67). As a supplement to conventional MRI, DL-assisted QSM is a promising molecular imaging method to evaluate glioma grades, IDH1 mutation, and ATRX loss. Supplementary Information: The online version contains supplementary material available at 10.1007/s43657-022-00087-6.

12.
BMC Med ; 21(1): 198, 2023 05 29.
Article in English | MEDLINE | ID: mdl-37248527

ABSTRACT

BACKGROUND: Determining the grade and molecular marker status of intramedullary gliomas is important for assessing treatment outcomes and prognosis. Invasive biopsy for pathology usually carries a high risk of tissue damage, especially to the spinal cord, and there are currently no non-invasive strategies to identify the pathological type of intramedullary gliomas. Therefore, this study aimed to develop a non-invasive machine learning model to assist doctors in identifying the intramedullary glioma grade and mutation status of molecular markers. METHODS: A total of 461 patients from two institutions were included, and their sagittal (SAG) and transverse (TRA) T2-weighted magnetic resonance imaging scans and clinical data were acquired preoperatively. We employed a transformer-based deep learning model to automatically segment lesions in the SAG and TRA phases and extract their radiomics features. Different feature representations were fed into the proposed neural networks and compared with those of other mainstream models. RESULTS: The dice similarity coefficients of the Swin transformer in the SAG and TRA phases were 0.8697 and 0.8738, respectively. The results demonstrated that the best performance was obtained in our proposed neural networks based on multimodal fusion (SAG-TRA-clinical) features. In the external validation cohort, the areas under the receiver operating characteristic curve for graded (WHO I-II or WHO III-IV), alpha thalassemia/mental retardation syndrome X-linked (ATRX) status, and tumor protein p53 (P53) status prediction tasks were 0.8431, 0.7622, and 0.7954, respectively. CONCLUSIONS: This study reports a novel machine learning strategy that, for the first time, is based on multimodal features to predict the ATRX and P53 mutation status and grades of intramedullary gliomas. The generalized application of these models could non-invasively provide more tumor-specific pathological information for determining the treatment and prognosis of intramedullary gliomas.


Subject(s)
Brain Neoplasms , Glioma , Humans , Retrospective Studies , Tumor Suppressor Protein p53/genetics , Brain Neoplasms/genetics , Magnetic Resonance Imaging/methods , Glioma/diagnosis , Glioma/genetics , Machine Learning , Biomarkers , Mutation
13.
J Diabetes Metab Disord ; 22(1): 443-453, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37255768

ABSTRACT

Background: Is there a difference in the prevalence of metabolic syndrome between employee service jobs and industrial jobs in Iran? In this study, we tried to answer this question. For this purpose, we compared the two populations of employees and workers. We compared the staff of the University of Medical Sciences as a service employees population (clinical and office work) to the industrial workers of a large automotive company (often with industrial occupations). Method: In this cross-sectional study conducted in Tehran in 2020, the prevalence of metabolic syndrome among 4,372 people employed by the university and 3,899 automotive industry employees was examined and compared. The prevalence of metabolic syndrome was assessed based on two criteria, National Cholesterol Education Program Adult Treatment Panel III (ATP III) and International Diabetes Federation (IDF). Results: The results showed that the prevalence of metabolic syndrome among university staff was higher than the automotive industrial workers. According to ATP III criteria, the former and latter showed the prevalence of metabolic syndrome of 13.1% among and 6.1%, respectively among. Also, based on IDF criteria, the prevalence of metabolic syndrome was 23.3% and 12.6% in two groups mentioned. Conclusion: Based on the findings of this study, the prevalence of metabolic syndrome in university staff was almost double that in industry workers. At first glance, the physical activity of most automotive, industrial workers seems to be the main reason for this difference; however, a prevalence of about twice implies further factors. According to the authors, the legal implementation of monitoring, promotion, and surveillance programs of occupational health, in industrial environments can be a factor accounting for a significant difference in the prevalence of metabolic syndrome between the two populations observed. The authors suggest implementing similar programs for Iranian public sector employees to enhance their health status.

14.
BMC Pediatr ; 23(1): 210, 2023 05 03.
Article in English | MEDLINE | ID: mdl-37138212

ABSTRACT

BACKGROUND: Childhood obesity is a serious public health concern that confers a greater risk of developing important comorbidities such as MetS and T2DM. Recent studies evidence that gut microbiota may be a contributing factor; however, only few studies exist in school-age children. Understanding the potential role of gut microbiota in MetS and T2DM pathophysiology from early stages of life might contribute to innovative gut microbiome-based interventions that may improve public health. The main objective of the present study was to characterize and compare gut bacteria of T2DM and MetS children against control subjects and determine which microorganisms might be potentially related with cardiometabolic risk factors to propose gut microbial biomarkers that characterize these conditions for future development of pre-diagnostic tools. RESULTS: Stool samples from 21 children with T2DM, 25 with MetS, and 20 controls (n = 66) were collected and processed to conduct 16S rDNA gene sequencing. α- and ß-diversity were studied to detect microbial differences among studied groups. Spearman correlation was used to analyze possible associations between gut microbiota and cardiometabolic risk factors, and linear discriminant analyses (LDA) were conducted to determine potential gut bacterial biomarkers. T2DM and MetS showed significant changes in their gut microbiota at genus and family level. Read relative abundance of Faecalibacterium and Oscillospora was significantly higher in MetS and an increasing trend of Prevotella and Dorea was observed from the control group towards T2DM. Positive correlations were found between Prevotella, Dorea, Faecalibacterium, and Lactobacillus with hypertension, abdominal obesity, high glucose levels, and high triglyceride levels. LDA demonstrated the relevance of studying least abundant microbial communities to find specific microbial communities that were characteristic of each studied health condition. CONCLUSIONS: Gut microbiota was different at family and genus taxonomic levels among controls, MetS, and T2DM study groups within children from 7 to 17 years old, and some communities seemed to be correlated with relevant subjects' metadata. LDA helped to find potential microbial biomarkers, providing new insights regarding pediatric gut microbiota and its possible use in the future development of gut microbiome-based predictive algorithms.


Subject(s)
Diabetes Mellitus, Type 2 , Gastrointestinal Microbiome , Metabolic Syndrome , Pediatric Obesity , Humans , Child , Adolescent , Bacteria/genetics , Biomarkers , RNA, Ribosomal, 16S/genetics
15.
BMC Cardiovasc Disord ; 23(1): 146, 2023 03 23.
Article in English | MEDLINE | ID: mdl-36959528

ABSTRACT

INTRODUCTION: Patients with normal coronary arteries in whom increased vasospasm cannot be detected with the stress test should be evaluated in terms of cardiac syndrome x (CSX). Inflammatory systems are effective in endothelial activation and dysfunction in CSX. The systemic immune inflammation index (SII) is thought to be an important factor in determining the course of diseases, especially in infectious diseases or other diseases, as an indicator of the inflammation process. The aim of this study is to determine the role of SII levels in the diagnosis of CSX disease. METHODS: The study group included 80 patients who applied to the cardiology department of Firat University with typical anginal complaints between October 2021 and April 2022, and were diagnosed with ischemia after the myocardial perfusion scan, and then coronary angiography was performed and normal coronary arteries were observed. RESULTS: When the study and control groups were examined according to age, gender and body mass index, hypertension, smoking, diabetes mellitus, dyslipidemia and family history, no statistical significant difference was observed between the groups. It was observed that there was a significant difference between the high sensitive C- reactive protin levels of the individuals in the study and control groups (p = 0.028). SII levels measured in samples taken from patients were significantly higher than control subjects (p = 0.003). SII cutoff at admission was 582 with 82% sensitivity and 84% specificity (area under the curve 0.972; 95% CI:0.95-0.98;p < 0.001). CONCLUSION: It has been demonstrated that systemic SII parameters, which can be simply calculated with the data obtained from the complete blood count and do not require additional costs, can contribute to the prediction of CSX disease.


Subject(s)
Microvascular Angina , Humans , Microvascular Angina/diagnosis , Tomography, X-Ray Computed , Exercise Test , Inflammation/diagnosis , Coronary Angiography
17.
Article in English | MEDLINE | ID: mdl-36900811

ABSTRACT

In Sweden, physical activity on prescription (PAP) is used to support patients in increasing their levels of physical activity (PA). The role of healthcare professionals in supporting PA behavior change requires optimization in terms of knowledge, quality and organization. This study aims to evaluate the cost-effectiveness of support from a physiotherapist (PT) compared to continued PAP at a healthcare center (HCC) for patients who remained insufficiently active after 6-month PAP treatment at the HCC. The PT strategy was constituted by a higher follow-up frequency as well as by aerobic physical fitness tests. The analysis was based on an RCT with a three-year time horizon, including 190 patients aged 27-77 with metabolic risk factors. The cost per QALY for the PT strategy compared to the HCC strategy was USD 16,771 with a societal perspective (including individual PA expenses, production loss and time cost for exercise, as well as healthcare resource use) and USD 33,450 with a healthcare perspective (including only costs related to healthcare resource use). Assuming a willingness-to-pay of USD 57,000 for a QALY, the probability of cost-effectiveness for the PT strategy was 0.5 for the societal perspective and 0.6 for the healthcare perspective. Subgroup analyses on cost-effectiveness based on individual characteristics regarding enjoyment, expectations and confidence indicated potential in identifying cost-effective strategies based on mediating factors. However, this needs to be further explored. In conclusion, both PT and HCC interventions are similar from a cost-effectiveness perspective, indicating that both strategies are equally valuable in healthcare's range of treatments.


Subject(s)
Exercise , Physical Therapy Modalities , Humans , Cost-Benefit Analysis , Risk Factors , Prescriptions , Quality-Adjusted Life Years
18.
Int J Sport Nutr Exerc Metab ; 33(3): 151-160, 2023 May 01.
Article in English | MEDLINE | ID: mdl-36809770

ABSTRACT

OBJECTIVE: To determine whether statin medication in individuals with obesity, dyslipidemia, and metabolic syndrome affects their capacity to mobilize and oxidize fat during exercise. METHODS: Twelve individuals with metabolic syndrome pedaled during 75 min at 54 ± 13% V˙O2max (5.7 ± 0.5 metabolic equivalents) while taking statins (STATs) or after 96-hr statin withdrawal (PLAC) in a randomized double-blind fashion. RESULTS: At rest, PLAC increased low-density lipoprotein cholesterol (i.e., STAT 2.55 ± 0.96 vs. PLAC 3.16 ± 0.76 mmol/L; p = .004) and total cholesterol blood levels (i.e., STAT 4.39 ± 1.16 vs. PLAC 4.98 ± 0.97 mmol/L; p = .008). At rest, fat oxidation (0.99 ± 0.34 vs. 0.76 ± 0.37 µmol·kg-1·min-1 for STAT vs. PLAC; p = .068) and the rates of plasma appearance of glucose and glycerol (i.e., Ra glucose-glycerol) were not affected by PLAC. After 70 min of exercise, fat oxidation was similar between trials (2.94 ± 1.56 vs. 3.06 ± 1.94 µmol·kg-1·min-1, STA vs. PLAC; p = .875). PLAC did not alter the rates of disappearance of glucose in plasma during exercise (i.e., 23.9 ± 6.9 vs. 24.5 ± 8.2 µmol·kg-1·min-1 for STAT vs. PLAC; p = .611) or the rate of plasma appearance of glycerol (i.e., 8.5 ± 1.9 vs. 7.9 ± 1.8 µmol·kg-1·min-1 for STAT vs. PLAC; p = .262). CONCLUSIONS: In patients with obesity, dyslipidemia, and metabolic syndrome, statins do not compromise their ability to mobilize and oxidize fat at rest or during prolonged, moderately intense exercise (i.e., equivalent to brisk walking). In these patients, the combination of statins and exercise could help to better manage their dyslipidemia.


Subject(s)
Dyslipidemias , Hydroxymethylglutaryl-CoA Reductase Inhibitors , Metabolic Syndrome , Humans , Lipolysis , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Glycerol , Obesity/therapy , Glucose , Cholesterol , Blood Glucose/metabolism
19.
Curr Diabetes Rev ; 19(4): e290422204258, 2023.
Article in English | MEDLINE | ID: mdl-35507784

ABSTRACT

BACKGROUND AND AIMS: Metabolic syndrome is a multifactorial pathophysiological process with complicated homeostatic disorders that arise from various systematic metabolic defects. Various theories underlie the development of metabolic syndrome but are fully not understood. METHODS: Revising PubMed and Scopus literature data on metabolic syndrome pathogenesis and management. RESULTS: The most accepted hypothesis is that a cluster of risk factors combined to obtain a truly metabolic syndrome. The pathophysiology of the metabolic syndrome depends on the underlying development path due to insulin resistance or chronic inflammation and is usually combined with neurohormonal disturbance. Meanwhile, these defects can be inherited via loss of function of certain genes that lead to severe obesity, early diabetes, or severe insulin resistance (with or without lipodystrophy). Chronic inflammation is also a driver of metabolic syndrome. Lifestyle is still the therapy of choice in managing metabolic syndrome, but unfortunately, during the lockdown, most people could not reserve a healthy regime; therefore, it can also be referred to as a pandemic with COVID-19. CONCLUSIONS: This powerful illustration shows how defects in specific encoded proteins located predominantly in the brain, pancreatic beta-cell, muscle, or fat give rise to these distinct components of the metabolic syndrome. Primarily, obesity and its sequela are the initiators of metabolic syndrome. The presence of metabolic syndrome increases the risk and severity of other pathologies' emergence, even in non-related metabolic syndrome diseases such as COVID-19. The article provides new insights into the pathogeneses and management of the metabolic syndrome.


Subject(s)
COVID-19 , Insulin Resistance , Metabolic Syndrome , Humans , Metabolic Syndrome/therapy , Metabolic Syndrome/complications , Insulin Resistance/physiology , COVID-19/complications , Communicable Disease Control , Obesity/complications , Obesity/metabolism , Inflammation/complications
20.
J Arthroplasty ; 38(2): 259-265, 2023 02.
Article in English | MEDLINE | ID: mdl-36064093

ABSTRACT

BACKGROUND: Metabolic syndrome (MetS) is an increasingly frequent condition characterized by insulin resistance, abdominal obesity, hypertension, and dyslipidemia. This study evaluated implant survivorship, complications, and clinical outcomes of primary TKAs performed in patients who have MetS. METHODS: Utilizing our institutional total joint registry, 2,063 primary TKAs were performed in patients with a diagnosis of MetS according to the World Health Organization criteria. MetS patients were matched 1:1 based on age, sex, and surgical year to those who did not have the condition. The World Health Organization's body mass index (BMI) classification was utilized to evaluate the effect of obesity within MetS patients. Kaplan-Meier methods were utilized to determine implant survivorship. Clinical outcomes were assessed with Knee Society scores. The mean follow-up was 5 years. RESULTS: MetS and non-MetS patients did not have significant differences in 5-year implant survivorship free from any reoperation (P = .7), any revision (P = .2), and reoperation for periprosthetic joint infection (PJI; P = .2). When stratifying, patients with MetS and BMI >40 had significantly decreased 5-year survivorship free from any revision (95 versus 98%, respectively; hazard ratio = 2.1, P = .005) and reoperation for PJI (97 versus 99%, respectively; hazard ratio = 2.2, P = .02). Both MetS and non-MetS groups experienced significant improvements in Knee Society Scores (77 versus 78, respectively; P < .001) that were not significantly different (P = .3). CONCLUSION: MetS did not significantly increase the risk of any reoperation after TKA; however, MetS patients with BMI >40 had a two-fold risk of any revision and reoperation for PJI. These results suggest that obesity is an important condition within MetS criteria and remains an independent risk factor. LEVEL OF EVIDENCE: Level 3, Case-control study.


Subject(s)
Arthroplasty, Replacement, Knee , Knee Prosthesis , Metabolic Syndrome , Humans , Arthroplasty, Replacement, Knee/adverse effects , Arthroplasty, Replacement, Knee/methods , Reoperation , Metabolic Syndrome/complications , Metabolic Syndrome/epidemiology , Metabolic Syndrome/surgery , Case-Control Studies , Retrospective Studies , Obesity/complications , Obesity/surgery , Knee Prosthesis/adverse effects , Prosthesis Failure , Treatment Outcome , Knee Joint/surgery
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