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PING Y, LIU J, WANG H, WANG Y, QIU H, ZHANG Y. Research progress in the treatment of an immune system disease-type 1 diabetes-by regulating the intestinal flora with Chinese medicine and food homologous drugs. BIOSCIENCE OF MICROBIOTA, FOOD AND HEALTH 2024; 43:150-161. [PMID: 38966054 PMCID: PMC11220337 DOI: 10.12938/bmfh.2023-068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Accepted: 02/06/2024] [Indexed: 07/06/2024]
Abstract
Type 1 diabetes (T1D) is a specific autoimmune disease related to genetic and autoimmune factors. Recent studies have found that the intestinal flora is one of the important environmental factors in the development of T1D. The gut microbiota is the largest microbiota in the human body and has a significant impact on material and energy metabolism. Related studies have found that the intestinal floras of T1D patients are unbalanced. Compared with normal patients, the abundance of beneficial bacteria is reduced, and various pathogenic bacteria are significantly increased, affecting the occurrence and development of diabetes. Medicinal and food homologous traditional Chinese medicine (TCM) has a multicomponent, multitarget, and biphasic regulatory effect. Its chemical composition can increase the abundance of beneficial bacteria, improve the diversity of the intestinal flora, reduce blood sugar, and achieve the purpose of preventing and treating T1D by regulating the intestinal flora and its metabolites. Therefore, based on a review of T1D, intestinal flora, and TCM derived from medicine and food, this review describes the relationship between T1D and the intestinal flora, as well as the research progress of TCM interventions for T1D through regulation of the intestinal flora. Medicine and food homologous TCM has certain advantages in treating diabetes and regulating the intestinal flora. It can be seen that there is still great research space and broad development prospects for the treatment of diabetes by regulating the intestinal flora with drug and food homologous TCM.
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Affiliation(s)
- Yang PING
- College of Pharmacy, Jiamusi University, Jiamusi 154007,
Heilongjiang, China
- Heilongjiang Pharmaceutical Research Institute, Jiamusi
154007, Heilongjiang, China
| | - Jianing LIU
- College of Pharmacy, Jiamusi University, Jiamusi 154007,
Heilongjiang, China
| | - Huilin WANG
- College of Pharmacy, Jiamusi University, Jiamusi 154007,
Heilongjiang, China
| | - Yan WANG
- College of Pharmacy, Jiamusi University, Jiamusi 154007,
Heilongjiang, China
| | - Hongbin QIU
- College of Pharmacy, Jiamusi University, Jiamusi 154007,
Heilongjiang, China
| | - Yu ZHANG
- College of Pharmacy, Jiamusi University, Jiamusi 154007,
Heilongjiang, China
- Heilongjiang Pharmaceutical Research Institute, Jiamusi
154007, Heilongjiang, China
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Mu-U-Min RBA, Diane A, Allouch A, Al-Siddiqi HH. Ca 2+-Mediated Signaling Pathways: A Promising Target for the Successful Generation of Mature and Functional Stem Cell-Derived Pancreatic Beta Cells In Vitro. Biomedicines 2023; 11:1577. [PMID: 37371672 DOI: 10.3390/biomedicines11061577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 05/18/2023] [Accepted: 05/23/2023] [Indexed: 06/29/2023] Open
Abstract
Diabetes mellitus is a chronic disease affecting over 500 million adults globally and is mainly categorized as type 1 diabetes mellitus (T1DM), where pancreatic beta cells are destroyed, and type 2 diabetes mellitus (T2DM), characterized by beta cell dysfunction. This review highlights the importance of the divalent cation calcium (Ca2+) and its associated signaling pathways in the proper functioning of beta cells and underlines the effects of Ca2+ dysfunction on beta cell function and its implications for the onset of diabetes. Great interest and promise are held by human pluripotent stem cell (hPSC) technology to generate functional pancreatic beta cells from diabetic patient-derived stem cells to replace the dysfunctional cells, thereby compensating for insulin deficiency and reducing the comorbidities of the disease and its associated financial and social burden on the patient and society. Beta-like cells generated by most current differentiation protocols have blunted functionality compared to their adult human counterparts. The Ca2+ dynamics in stem cell-derived beta-like cells and adult beta cells are summarized in this review, revealing the importance of proper Ca2+ homeostasis in beta-cell function. Consequently, the importance of targeting Ca2+ function in differentiation protocols is suggested to improve current strategies to use hPSCs to generate mature and functional beta-like cells with a comparable glucose-stimulated insulin secretion (GSIS) profile to adult beta cells.
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Affiliation(s)
- Razik Bin Abdul Mu-U-Min
- Diabetes Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), Doha P.O. Box 34110, Qatar
| | - Abdoulaye Diane
- Diabetes Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), Doha P.O. Box 34110, Qatar
| | - Asma Allouch
- Diabetes Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), Doha P.O. Box 34110, Qatar
| | - Heba H Al-Siddiqi
- Diabetes Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), Doha P.O. Box 34110, Qatar
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Diane A, Al-Shukri NA, Bin Abdul Mu-u-min R, Al-Siddiqi HH. β-cell mitochondria in diabetes mellitus: a missing puzzle piece in the generation of hPSC-derived pancreatic β-cells? J Transl Med 2022; 20:163. [PMID: 35397560 PMCID: PMC8994301 DOI: 10.1186/s12967-022-03327-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 03/01/2022] [Indexed: 11/28/2022] Open
Abstract
Diabetes mellitus (DM), currently affecting 463 million people worldwide is a chronic disease characterized by impaired glucose metabolism resulting from the loss or dysfunction of pancreatic β-cells with the former preponderating in type 1 diabetes (T1DM) and the latter in type 2 diabetes (T2DM). Because impaired insulin secretion due to dysfunction or loss of pancreatic β-cells underlies different types of diabetes, research has focused its effort towards the generation of pancreatic β-cells from human pluripotent stem cell (hPSC) as a potential source of cells to compensate for insulin deficiency. However, many protocols developed to differentiate hPSCs into insulin-expressing β-cells in vitro have generated hPSC-derived β-cells with either immature phenotype such as impaired glucose-stimulated insulin secretion (GSIS) or a weaker response to GSIS than cadaveric islets. In pancreatic β-cells, mitochondria play a central role in coupling glucose metabolism to insulin exocytosis, thereby ensuring refined control of GSIS. Defects in β-cell mitochondrial metabolism and function impair this metabolic coupling. In the present review, we highlight the role of mitochondria in metabolism secretion coupling in the β-cells and summarize the evidence accumulated for the implication of mitochondria in β-cell dysfunction in DM and consequently, how targeting mitochondria function might be a new and interesting strategy to further perfect the differentiation protocol for generation of mature and functional hPSC-derived β-cells with GSIS profile similar to human cadaveric islets for drug screening or potentially for cell therapy.
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Sasani N, Kazemi A, Rezaiyan M, Amiri-Ardekani E, Akhlaghi M, Babajafari S, Mazloomi SM. Effect of Artemisia extract on glycemic control: A systematic review and meta-analysis of randomized controlled trial. Int J Clin Pract 2021; 75:e14719. [PMID: 34390100 DOI: 10.1111/ijcp.14719] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 08/09/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND AND AIM Animal and human studies have indicated anti-diabetic effect of Asteraceae. The present study aimed to systematically review and analyse randomized controlled trials assessing the effect of Artemisia extract on glycemic status in patients with impaired glycemic control. METHODS Web of Science, Cochrane library, EMBASE and PubMed databases were searched from the earliest possible date up to 7th October 2020. RESULTS Six studies were included in the meta-analysis. Analysis showed that supplementation with Artemisia extract decreased homeostatic model assessment of insulin resistance (HOMA-IR) (-0.734, 95% CI: -1.236 to -0.232, P = .019) in comparison to placebo. However, reductions in fasting blood glucose (FBG) (-0.595, 95% CI: -1.566 to 0.376, P = .164), insulin (-0.322, 95% CI: -1.047 to 0.404, P = .286) and glycated haemoglobin (-0.106, 95% CI: -0.840 to 0.629, P = .678) were not statistically significant. CONCLUSION Supplementation with Artemisia extract may reduce HOMA-IR, but beneficial effects on other markers such as FBG requires further investigations.
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Affiliation(s)
- Najmeh Sasani
- Nutrition Research Center, School of Nutrition and Food Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Asma Kazemi
- Nutrition Research Center, School of Nutrition and Food Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mojtaba Rezaiyan
- Nutrition Research Center, School of Nutrition and Food Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ehsan Amiri-Ardekani
- Department of Phytopharmaceuticals (Traditional Pharmacy), Faculty of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
- Student Association of Indigenous Knowledge, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Masoumeh Akhlaghi
- Department of Community Nutrition, School of Nutrition and Food Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Siavash Babajafari
- Nutrition Research Center, School of Nutrition and Food Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Seyed Mohammad Mazloomi
- Nutrition Research Center, School of Nutrition and Food Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
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Suleiman N, Alkasem M, Hassoun S, Abdalhakam I, Bettahi I, Mir F, Ramanjaneya M, Jerobin J, Iskandarani A, Samra TA, Chandra P, Skarulis M, Abou-Samra AB. Insulin sensitivity variations in apparently healthy Arab male subjects: correlation with insulin and C peptide. BMJ Open Diabetes Res Care 2021; 9:9/2/e002039. [PMID: 34785564 PMCID: PMC8596034 DOI: 10.1136/bmjdrc-2020-002039] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 06/30/2021] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION Decreased insulin sensitivity occurs early in type 2 diabetes (T2D). T2D is highly prevalent in the Middle East and North Africa regions. This study assessed the variations in insulin sensitivity in normal apparently healthy subjects and the levels of adiponectin, adipsin and inflammatory markers. RESEARCH DESIGN AND METHODS A total of 60 participants (aged 18-45, body mass index <28) with a normal oral glucose tolerance test (OGTT) completed hyperinsulinemic-euglycemic clamp (40 mU/m2/min) and body composition test by dual-energy X-ray absorptiometry scan. Blood samples were assayed for glucose, insulin, C peptide, inflammatory markers, oxidative stress markers, adiponectin and adipsin. RESULTS The subjects showed wide variations in the whole-body glucose disposal rate (M value) from 2 to 20 mg/kg/min and were divided into three groups: most responsive (M>12 mg/kg/min, n=17), least responsive (M≤6 mg/kg/min, n=14) and intermediate responsive (M=6.1-12 mg/kg/min, n=29). Insulin and C peptide responses to OGTT were highest among the least insulin sensitive group. Triglycerides, cholesterol, alanine transaminase (ALT) and albumin levels were higher in the least responsive group compared with the other groups. Among the inflammatory markers, C reactive protein (CRP) was highest in the least sensitivity group compared with the other groups; however, there were no differences in the level of soluble receptor for advanced glycation end products and Tumor Necrosis Factor Receptor Superfamily 1B (TNFRS1B). Plasma levels of insulin sensitivity markers, adiponectin and adipsin, and oxidative stress markers, oxidized low-density lipoprotein, total antioxidant capacity and glutathione peroxidase 1, were similar between the groups. CONCLUSIONS A wide range in insulin sensitivity and significant differences in triglycerides, cholesterol, ALT and CRP concentrations were observed despite the fact that the study subjects were homogenous in terms of age, gender and ethnic background, and all had normal screening comprehensive chemistry and normal glucose response to OGTT. The striking differences in insulin sensitivity reflect differences in genetic predisposition and/or environmental exposure. The low insulin sensitivity status associated with increased insulin level may represent an early stage of metabolic abnormality.
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Affiliation(s)
- Noor Suleiman
- Qatar Metabolic Institute, Hamad Medical Corporation, Doha, Qatar
| | - Meis Alkasem
- Qatar Metabolic Institute, Hamad Medical Corporation, Doha, Qatar
| | - Shaimaa Hassoun
- Qatar Metabolic Institute, Hamad Medical Corporation, Doha, Qatar
| | | | - Ilham Bettahi
- Qatar Metabolic Institute, Hamad Medical Corporation, Doha, Qatar
- Interim Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
| | - Fayaz Mir
- Qatar Metabolic Institute, Hamad Medical Corporation, Doha, Qatar
- Interim Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
| | - Manjunath Ramanjaneya
- Qatar Metabolic Institute, Hamad Medical Corporation, Doha, Qatar
- Interim Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
| | - Jayakumar Jerobin
- Qatar Metabolic Institute, Hamad Medical Corporation, Doha, Qatar
- Interim Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
| | - Ahmad Iskandarani
- Qatar Metabolic Institute, Hamad Medical Corporation, Doha, Qatar
- Interim Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
| | - Tareq A Samra
- Qatar Metabolic Institute, Hamad Medical Corporation, Doha, Qatar
- Interim Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
| | - Prem Chandra
- Medical Research Center, Hamad Medical Corporation, Doha, Qatar
| | - Monica Skarulis
- Qatar Metabolic Institute, Hamad Medical Corporation, Doha, Qatar
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Romero Guevara SL, Parra DI, Rojas LZ. "Teaching: Individual" to increase adherence to therapeutic regimen in people with hypertension and type-2 diabetes: protocol of the controlled clinical trial ENURSIN. BMC Nurs 2019; 18:22. [PMID: 31171916 PMCID: PMC6549360 DOI: 10.1186/s12912-019-0344-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Accepted: 04/25/2019] [Indexed: 01/09/2023] Open
Abstract
Background Worldwide, hypertension affects approximately 25% of the adult population and diabetes about 8.5%. Lack of adherence to prescribed treatment regimen remains a problem among patients undergoing long-term treatment, showing high non-adherence rates, at estimated range of between 36 and 93%. In our city, patients with hypertension and diabetes in primary care are looked after mainly by doctors with little nursing support; also, there is no published dataset among Colombian populations on the effect of nursing intervention to increase adherence to therapeutic regimen. The aim of this study was to evaluate the efficacy of nursing intervention "Teaching: Individual" compared with usual care, to increase adherence to therapeutic regimen in people with hypertension and/or type-2 diabetes, and to analyze the impact to glycosylated hemoglobin and systolic blood pressure levels. Methods A two-arm, single-blinded, randomized controlled trial, with participants allocated to either intervention group with "Teaching: Individual" provided by two nurses, or control group receiving routine care only. Two Hundred patients attending cardiovascular risk programs of Bucaramanga, Colombia were included. Nursing intervention consisted of six educational sessions about Coping Enhancement; Behavior Modification; Teaching: Disease Process, Prescribed Medication, Prescribed Diet and Prescribed Exercise. The outcomes were Treatment Behavior: Illness or Injury (adherence to treatment), levels of both glycosylated hemoglobin (HbA1c) and systolic blood pressure for 24 h, to be measured at baseline and two follow-up time points. Basic characteristics of the groups were compared through chi-square/Fisher's exact or Students-T/Mann-Whitney U test. Outcomes were evaluated with repeated data methods and investigated changes in the outcomes over time and to compare these changes among treatment groups, and statistical significance with p-value < 0.05 were considered. Discussion The nursing intervention "Teaching: Individual" to increase adherence to therapeutic regimen in people with hypertension and/or type-2 diabetes represents an innovative care approach intended for low-income population. The study will advise district health system policy makers and managers as to the efficacy of implementing this intervention. Should this intervention turn out efficacious, it can potentially achieve wide application in cardiovascular risk programs. Trial registration ENURSIN was registered in ClinicalTrials.gov (NCT02758275) on April 27, 2016, protocol number 01.
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Affiliation(s)
- Sandra Lucrecia Romero Guevara
- Universidad Industrial de Santander - Escuela de Enfermería, Carrera 32 # 29-31 Facultad de Salud, Bucaramanga, Colombia
| | - Dora Inés Parra
- Universidad Industrial de Santander - Escuela de Enfermería, Carrera 32 # 29-31 Facultad de Salud, Bucaramanga, Colombia
| | - Lyda Z Rojas
- Universidad Industrial de Santander - Escuela de Enfermería, Carrera 32 # 29-31 Facultad de Salud, Bucaramanga, Colombia
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Al-Thani AA, Farghaly A, Akram H, Khalifa S, Vinodson B, Loares A, Abou-Samra AB. Knowledge and Perception of Diabetes and Available Services among Diabetic Patients in the State of Qatar. Cent Asian J Glob Health 2019; 8:333. [PMID: 30881757 PMCID: PMC6395071 DOI: 10.5195/cajgh.2019.333] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
INTRODUCTION Diabetes is a major public health concern in Qatar. This study examined diabetes knowledge and perception of available services for diabetes control among diabetic patients in Qatar. METHODS Data from 300 diabetic patients were collected through face-to-face interviews using a semi-structured questionnaire between February and May 2015 at Hamad Medical Corporation healthcare facilities in Qatar. Survey responses were represented as frequencies, and Chi-square tests were used to compare proportions across gender. A p-value of 0.05 was considered statistically significant. RESULTS 31% of patients had Type 1 Diabetes (T1D) (females 36.6%, males 26.5%) and 54% had Type 2 Diabetes (T2D) (males 56.6%, females 50%). Knowledge about diabetes types did not differ by sex (P=0.16). 32.3% of patients were treated for diabetes-related complications including: high cholesterol (39.2%), vision problems (33.1%), hypertension (30.0%), and foot problems (25.1 %). Most patients were diagnosed at primary care clinics (41.7%). During visits, 78.3% of patients reported that they were fully advised about different diabetes tests. 57.0% of patients had ≥4 visits for diabetes checkups in the past 12 months. 66.7% of patients reported that they were confident or very confident in managing their diabetes as a result of their healthcare visits in the past year. The majority of patients reported receiving diabetes-related guidance from physicians (89.7%). CONCLUSIONS Study participants had variable knowledge of diabetes, its complications and risk factors, and services available to diabetics. More comprehensive education and awareness about diabetes is recommended for both patients and family members. At the provider level, further improvement in patient counseling and promotion of available services can be beneficial.
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Akhtar N, Kamran S, Singh R, Malik RA, Deleu D, Bourke PJ, Joseph S, Santos MD, Morgan DM, Wadiwala FM, Francis R, Babu BM, George P, Ibrahim R, Garcia-Bermejo P, Shuaib A. The Impact of Diabetes on Outcomes After Acute Ischemic Stroke: A Prospective Observational Study. J Stroke Cerebrovasc Dis 2018; 28:619-626. [PMID: 30545720 DOI: 10.1016/j.jstrokecerebrovasdis.2018.11.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 09/24/2018] [Accepted: 11/03/2018] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Stroke in diabetics may delay recovery and increases the risk of early recurrence of stroke. We compared the outcomes of patients (with and without diabetes) admitted with an acute ischemic stroke (AIS) in the state of Qatar. PATIENTS AND METHODS We prospectively compared the clinical presentation, complications, discharge outcome, and stroke recurrence at 90 days in patients with and without diabetes. RESULTS Five thousand two hundred twenty-eight stroke patients were admitted between January 2014 and December 2017. Two thousand nine hundred sixty-one had confirmed AIS, 1695 (57.2%) had diabetes, 429 (14.5%) had prediabetes and 873 (29.5%) had no diabetes. Comparing diabetic patients to prediabetic and nondiabetics, they were significantly older (58.5 ± 11.9 versus 54.0 ± 12.9 versus 49.5 ± 13.8, P = .0001), had higher rates of hypertension (80.8% versus 67.4% versus 59.2%), previous stroke (18.0% versus 5.4% versus 6.2%), and coronary artery disease (12.9% versus 5.6% versus 5.0%; P = .001 for all). The percentage of patients with modified Rankin scale 3-6 at discharge (39.7% versus 32.6% versus 30.2%; P = .0001) and 90 days (26.7% versus 18.8% versus 21.4%, P = .001); 90-day mortality (6.2% versus 2.2% versus 5.2%; P = .03) and stroke recurrence (4.2% versus .7% versus 2.2%; P = .005) was significantly higher in diabetic patients. CONCLUSIONS Patients with diabetes and AIS have more in-hospital complications, worse discharge outcomes, higher mortality and stroke recurrence at 90 days, compared to prediabetes and no diabetes.
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Affiliation(s)
- Naveed Akhtar
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar
| | - Saadat Kamran
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar
| | - Rajvir Singh
- Department of Cardiology, Hamad Medical Corporation, Qatar
| | - Rayaz A Malik
- Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, Doha, Qatar
| | - Dirk Deleu
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar
| | - Paula J Bourke
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar
| | - Sujatha Joseph
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar
| | - Mark D Santos
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar
| | - Deborah M Morgan
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar
| | - Faisal M Wadiwala
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar
| | - Reny Francis
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar
| | - Blessy M Babu
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar
| | - Pooja George
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar
| | - Rumissa Ibrahim
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar
| | - Pablo Garcia-Bermejo
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar
| | - Ashfaq Shuaib
- The Stroke Program, The Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar; Department of Medicine (Neurology), University of Alberta Stroke Program, Edmonton, Alberta, Canada.
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Jaam M, Mohamed Ibrahim MI, Kheir N, Hadi MA, Diab MI, Awaisu A. Assessing prevalence of and barriers to medication adherence in patients with uncontrolled diabetes attending primary healthcare clinics in Qatar. Prim Care Diabetes 2018; 12:116-125. [PMID: 29170095 DOI: 10.1016/j.pcd.2017.11.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Revised: 10/23/2017] [Accepted: 11/03/2017] [Indexed: 02/06/2023]
Abstract
BACKGROUND Studies conducted in Qatar have reported a high prevalence of diabetic nephropathy, retinopathy, and neuropathy. These complications are often associated with poor medication adherence and uncontrolled diabetes. The objectives of this study were to determine the rate of medication adherence among patients with uncontrolled diabetes, and to compare the characteristics and identified barriers between patients with good and those with poor medication adherence. METHOD A cross-sectional quantitative study was conducted among patients living in Qatar with uncontrolled diabetes attending primary healthcare clinics from October 2016 to January 2017. An interviewer-administered questionnaire comprising three sections was utilized in the study: patients' characteristics, Adherence to Refill and Medications Scale in Diabetes (ARMS-D), and barriers to medication adherence. ARMS-D is a validated tool that is used to identify adherence level among patients with diabetes. Descriptive and inferential statistics including regression analysis were used for data analysis. RESULTS A total of 260 patients were included in the analysis. Overall, 73% (n=191) were nonadherent to their diabetes medications (ARMS-D score above 11). Nonadherent patients reported the majority of the pre-determined barriers to medication adherence with forgetfulness being the most commonly reported barrier. Multivariate linear regression analysis found age, ethnicity, education level, income level and HbA1c to be independent predictors of adherence. CONCLUSION The findings of this study reaffirm the notion that non-adherence to medications among patients with uncontrolled diabetes within primary care setting is higher than the general diabetes population. This high prevalence is concerning and necessitates urgent interventions. Nonetheless, an in-depth understanding of barriers to medication adherence often requires qualitative research approach as these barriers are very complex and multifactorial in nature.
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Affiliation(s)
- Myriam Jaam
- College of Pharmacy, Qatar University, Doha, Qatar
| | | | - Nadir Kheir
- College of Pharmacy, Qatar University, Doha, Qatar; School of Pharmacy, The University of Auckland, New Zealand
| | - Muhammad Abdul Hadi
- Leicester School of Pharmacy, De Montfort University, Leicester, United Kingdom
| | | | - Ahmed Awaisu
- College of Pharmacy, Qatar University, Doha, Qatar.
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Chen P, Pan C. Diabetes classification model based on boosting algorithms. BMC Bioinformatics 2018; 19:109. [PMID: 29587624 PMCID: PMC5872396 DOI: 10.1186/s12859-018-2090-9] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Accepted: 02/28/2018] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Diabetes mellitus is a common and complicated chronic lifelong disease. Hence, it is of high clinical significance to find the most relevant clinical indexes and to perform efficient computer-aided pre-diagnoses and diagnoses. RESULTS Non-parametric statistical testing is performed on hundreds of medical measurement index results between diabetic and non-diabetic populations. Two common boosting algorithms, Adaboost.M1 and LogitBoost, are selected to establish a machine model for diabetes diagnosis based on these clinical test data, involving a total of 35,669 individuals. The machine classification models built by these two algorithms have very good classification ability. Here, the LogitBoost classification model is slightly better than the Adaboost.M1 classification model. The overall accuracy of the LogitBoost classification model reached 95.30% when using 10-fold cross validation. The true positive, true negative, false positive, and false negative rates of the binary classification model were 0.921, 0.969, 0.031, and 0.079, respectively, and the area under the receiver operating characteristic curve reached 0.99. CONCLUSIONS The boosting algorithms show excellent performance for the diabetes classification models based on clinical medical data. The coefficient matrix of the original data is a sparse matrix, because some of the test results were missing, including some that were directly related to disease diagnosis. Therefore, the model is robust and has a degree of pre-diagnosis function. In the process of selecting the preferred test items, the most statistically significant discriminating factors between the diabetic and general populations were obtained and can be used as reference risk factors for diabetes mellitus.
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Affiliation(s)
- Peihua Chen
- Institute of Biopharmaceutical Informatics and Technologies, Wenzhou Medical University, Wenzhou, China
| | - Chuandi Pan
- Department of Computer Technology and Information Management, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou City, China
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Cheema S, Maisonneuve P, Zirie M, Jayyousi A, Alrouh H, Abraham A, Al-Samraye S, Mahfoud Z, Al-Janahi IM, Ibrahim B, Lowenfels AB, Mamtani R. Risk Factors for Microvascular Complications of Diabetes in a High-Risk Middle East Population. J Diabetes Res 2018; 2018:8964027. [PMID: 30057913 PMCID: PMC6051261 DOI: 10.1155/2018/8964027] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Revised: 03/18/2018] [Accepted: 04/03/2018] [Indexed: 01/29/2023] Open
Abstract
AIMS Much of the diabetes burden is caused by its complications. This cross-sectional study aimed to determine the prevalence and risk factors for diabetic microvascular complications (retinopathy, nephropathy, and neuropathy) in a high-risk population. METHODS We collected information via a structured questionnaire and directly from the patient's record on 1034 adult type 2 diabetic patients who were attending outpatient clinics in Qatar. RESULTS The mean age of the patients was 55 ± 10 years, and the mean duration of diabetes was 12.4 ± 8.9 years. Forty-five percent had one or more microvascular complications. Shared risk factors for multiplicity and for individual complications included family history, severity and duration of diabetes, and hypertension, but some risk factors were specific for individual microvascular complications. Early age at onset of diabetes was strongly associated with multiplicity of complications (P = 0.0003). CONCLUSIONS About half the diabetics in this high-risk population had one or more microvascular complications. Several well-established risk factors were associated with multiplicity and individual microvascular complications, but each separate microvascular complication was linked to a somewhat different constellation of risk factors.
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Affiliation(s)
- Sohaila Cheema
- Institute for Population Health, Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, P.O. Box 24144, Doha, Qatar
| | - Patrick Maisonneuve
- Division of Epidemiology and Biostatistics, European Institute of Oncology, Milan, Italy
| | - Mahmoud Zirie
- Department of Internal Medicine, Hamad Medical Corporation, Doha, Qatar
| | - Amin Jayyousi
- Department of Internal Medicine, Hamad Medical Corporation, Doha, Qatar
| | - Hekmat Alrouh
- Institute for Population Health, Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, P.O. Box 24144, Doha, Qatar
| | - Amit Abraham
- Institute for Population Health, Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, P.O. Box 24144, Doha, Qatar
| | - Sura Al-Samraye
- Institute for Population Health, Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, P.O. Box 24144, Doha, Qatar
| | - Ziyad Mahfoud
- Institute for Population Health, Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, P.O. Box 24144, Doha, Qatar
| | | | - Buthaina Ibrahim
- Department of Internal Medicine, Hamad Medical Corporation, Doha, Qatar
| | - Albert B. Lowenfels
- Department of Surgery and Department of Family Medicine, New York Medical College, Valhalla, NY, USA
| | - Ravinder Mamtani
- Institute for Population Health, Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, P.O. Box 24144, Doha, Qatar
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12
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El Hajj MS, Abu Yousef SE, Basri MA. Diabetes care in Qatar: a survey of pharmacists' activities, attitudes and knowledge. Int J Clin Pharm 2017; 40:84-93. [PMID: 29147964 DOI: 10.1007/s11096-017-0562-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Accepted: 11/10/2017] [Indexed: 10/18/2022]
Abstract
Background Diabetes mellitus is recognized as a major public health issue and is one of the top ten causes of death in Qatar. Objective To describe the activities, and attitudes of Qatar pharmacists toward diabetes, to measure their diabetes knowledge and to assess their perceived barriers for diabetes care. Setting Community and ambulatory pharmacies in Qatar. Method Study objectives were addressed in a cross sectional survey of community and ambulatory pharmacists in Qatar. A phone call explaining the study was made to all community and ambulatory pharmacists in Qatar. Consenting pharmacists anonymously completed the survey either online or as paper. Main outcome measure Diabetes related activities, knowledge, attitudes and perceived barriers. Results Over 7 months, 126 surveys were collected (28% response rate). The majority of pharmacists always or often counselled patients on the appropriate time to take each medication and on medication side effects (90%, n = 100/111 and 73%, n = 81/111 respectively). Yet around 50% always or often provided education on the importance of screening for nephropathy (n = 59/112) and retinopathy (n = 58/109). In addition, 41% always or often provided education about the importance of immunization (n = 45/111) and 45% always or often provided therapy recommendations to physicians (n = 49/111). Using Diabetes Attitude Scale-3, most respondents had positive attitudes toward the need for special training, psychosocial impact of diabetes, and patient autonomy. Around 25% (n = 32/126) scored less than 6 out of 10 on the diabetes related knowledge test. The top three barriers for providing diabetes services were lack of time (53%, n = 67/126) shortage of personnel (42%, n = 53/126) and lack of private counseling area (42%, n = 53/126). Conclusion Qatar pharmacists mainly provide basic services for diabetic patients. They have an average diabetes related knowledge. Yet overall, they have positive attitudes toward diabetes, which is a vital component of any successful diabetes care service.
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Affiliation(s)
- Maguy Saffouh El Hajj
- Chair of Clinical Pharmacy and Practice Section, College of Pharmacy, Qatar University, PO BOX: 2713, Doha, Qatar.
| | | | - Meena Ali Basri
- Heart Hospital, Hamad Medical Corporation, PO BOX: 3050, Doha, Qatar
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13
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Bener A, Al-Hamaq AOAA, Abdulhadi K, Salahaldin AH, Gansan L. Interaction between diabetes mellitus and hypertension on risk of hearing loss in highly endogamous population. Diabetes Metab Syndr 2017; 11 Suppl 1:S45-S51. [PMID: 27614865 DOI: 10.1016/j.dsx.2016.09.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Accepted: 09/03/2016] [Indexed: 12/27/2022]
Abstract
AIM The aim of this study was to determine the prevalence of hearing loss and its association with type 2 diabetes mellitus (T2DM) in a highly endogamous population. DESIGN This is a cross-sectional study. SETTING The present study is carried out in Ear Nose Throat (ENT) and Endocrinology outpatient clinics of the Hamad General and Rumeilah Hospitals, Hamad Medical Corporation. SUBJECTS All subjects aged between 20 and 59 years who visited the Endocrinology and ENT outpatient clinics of the Hamad Medical Corporation with hearing difficulty were included in this study during the period from January 2013 to July 2014. METHOD During the study period, prevalence, hearing, audiological test, family history and medical problems associated with hearing impairment in middle aged patients were recorded. Two audiometers Grason Stadler GSI 61 and Madsen Orbiter 922 were used to evaluate the hearing loss. RESULT Majority of the hearing loss observed at the age above 45 years old, (44.8% vs 51.7%, p=0.05). The prevalence of hearing impairment was higher in Qataris than in non-Qataris (59.7% vs 46.6%, p<0.001). The consanguineous marriages were observed higher in Hearing loss (32.1%) than in normal hearing (21.8%) (p=0.028). The mean of diabetes onset duration (7.8±4.12years), sleeping disorder (5.81±1.29h), obese subjects (38% vs 27.4%); family history of diabetes (30.6 vs 23.1%) were higher among hearing impairment. The associated risk factors were significantly higher in T2DM with hearing loss, hypoglycemia (32.8% vs 27.4%), retinopathy (313% vs 18.5%), Nephropathy (17.9% vs 9.8%), Neuropathy (17.9% vs 10.2%), macro-vascular disease (11.9% vs 6.2%), diabetic foot ulcer (20.9% vs 12.6%), Tinnitus (68.7% vs 51.3%), and Vertigo (25.4% vs 16.9%) than in normal hearing diabetes. There was a statistically significant differences between hearing impairment and normal hearing among T2DM regarding hearing assessment frequency (p=0.041). There were statistically significant differences between hearing impairment versus normal hearing for vitamin D [18.91±7.65ng/mL vs 22.85±9.00ng/mL; p<0.001], calcium [1.80±0.12ng/mL vs 1.96±0.14mmol/L; p<0.001], magnesium [0.80±0.09mmol/L vs 0.8±0.14mmol/L; p<0.001], phosphorous [1.42±0.30mmol/L vs 1.56±0.26mmol/L; p<0.001], ceatinine [1.42±0.30mmol/L vs 1.56±0.26mmol/L; p<0.001], cholesterol [4.92±1.08mmol/L vs 4.40±1.01mmol/L; p=0.035], LDL [1.92±0.88mmol/L vs 2.09±0.92mmol/L; p=0.024], albumin [43.1±6.10mmol/L vs 39.8±7.93mmol/L; p=0.010], systolic blood pressure [135.8±16.6Hg vs 130.2±12.5Hg; p=0.017] and, diastolic blood pressure [85.1±9.2mmHg vs 83.0±7.9mmHg; p=0.012]. There were highly statistically significant differences between hearing impairment versus normal for both side right and left ear frequency in Db unit (p<0.001). The multivariate stepwise logistic regression analysis revealed that head ache (p<0.001), family history of DM (p<0.001), sleep disturbance (p<0.001), high blood pressure (p=0.006), consanguinity (p=0.010), nationality (p=0.014), age in years (p=0.025), and sheesha smokers (p=0.045) were considered at higher risk as a predictors of hearing loss among diabetic patients. CONCLUSION The current study results confirm previous reports that adults with DM and hypertension associated showed greater hearing impairment in highly endogamous population… Diabetic patients with hearing loss were likely to have high blood glucose and other risk factors like hypertension, retinopathy, nephropathy and neuropathy.
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Affiliation(s)
- Abdulbari Bener
- Dept. of Biostatistics & Medical Informatics, Cerrahpaşa Faculty of Medicine, Istanbul University, Istanbul, Turkey; Dept. of Evidence for Population Health Unit, School of Epidemiology and Health Sciences, University of Manchester, Manchester, UK.
| | | | - Khalid Abdulhadi
- Dept. of ENT, Audiology Unit, Rumailah Hospital & Hamad General Hospital, Hamad Medical Corporation, Qatar
| | - Ahmed H Salahaldin
- Dept. of ENT, Audiology Unit, Rumailah Hospital & Hamad General Hospital, Hamad Medical Corporation, Qatar
| | - Loida Gansan
- Dept. of ENT, Audiology Unit, Rumailah Hospital & Hamad General Hospital, Hamad Medical Corporation, Qatar
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14
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Jaam M, Awaisu A, Ibrahim MI, Kheir N. Synthesizing and Appraising the Quality of the Evidence on Factors Associated with Medication Adherence in Diabetes: A Systematic Review of Systematic Reviews. Value Health Reg Issues 2017; 13:82-91. [PMID: 29073997 DOI: 10.1016/j.vhri.2017.09.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
BACKGROUND Nonadherence to medications is a common phenomenon in patients with diabetes. Several studies and systematic reviews have investigated the barriers to medication adherence in diabetes. However, no study has evaluated the quality of the existing literature and synthesized the plethora of evidence with a goal to design holistic conceptual frameworks and interventions. OBJECTIVES The aims of this review were to systematically evaluate existing systematic reviews focusing on factors associated with medication adherence in diabetes in an effort to synthesize the evidence, determine their methodological quality, and identify the gaps in the current literature. METHODS Fourteen databases and gray literature sources were systematically searched through June 2016. Systematic reviews reporting factors associated with medication adherence (barriers and facilitators) in patients with diabetes were selected on the basis of predetermined criteria. Studies were appraised for quality using AMSTAR (A Measurement Tool to Assess Systematic Reviews). RESULTS Seventeen systematic reviews including 542 primary studies, most of which were cross-sectional quantitative studies, were included. All the reviews were rated as moderate to low quality and exhibited common methodological pitfalls. Factors influencing medication adherence identified were categorized as patient-, medication-, disease-, health care provider-, health care system-, and social-related factors. CONCLUSIONS Factors influencing medication adherence are multifactorial with remarkably consistent findings across the existing reviews; yet, most reviews were judged to be of low to moderate quality. Further comprehensive and well-conducted original studies and systematic reviews on this topic shall be conducted taking into consideration the drawbacks of existing ones.
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Affiliation(s)
- Myriam Jaam
- College of Pharmacy, Qatar University, Doha, Qatar
| | - Ahmed Awaisu
- College of Pharmacy, Qatar University, Doha, Qatar.
| | | | - Nadir Kheir
- College of Pharmacy, Qatar University, Doha, Qatar; School of Pharmacy, the University of Auckland, Auckland, New Zealand
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15
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Jaam M, Ibrahim MIM, Kheir N, Awaisu A. Factors associated with medication adherence among patients with diabetes in the Middle East and North Africa region: A systematic mixed studies review. Diabetes Res Clin Pract 2017; 129:1-15. [PMID: 28499162 DOI: 10.1016/j.diabres.2017.04.015] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2016] [Revised: 04/07/2017] [Accepted: 04/19/2017] [Indexed: 11/30/2022]
Abstract
Multiple systematic reviews were conducted investigating factors associated with medication adherence worldwide. However, investigations from the Middle East and North Africa (MENA) region were largely underrepresented in those reviews. Therefore, the objective of this systematic review is to identify the factors influencing medication adherence among patients with diabetes in the MENA region. A systematic literature search was conducted through Cochrane Library, EBSCO, EMBASE, Google Scholar, ISI Web of Science, PubMed, ScienceDirect, SCOPUS, and ProQuest. Studies were included if they determined factors associated with medication adherence among patients with diabetes within the MENA region. Quality was assessed using Crow Critical Appraisal Tool. Thirty primary studies from 10 MENA countries were included. The factors associated with medication adherence were categorized into demographics-related; disease- and medication-related; perception, attitude and psychological feelings-related; and societal-related factors. Positively associated factors included knowledge about the disease and medications, regular follow-up visits, and patients' positive beliefs about effectiveness and motivations about medications, while negatively associated factors included forgetfulness, side effects, and polypharmacy. Factors associated with medication adherence among patients with diabetes in the MENA region are highly diverse. The identified factors can serve as potential targets for culturally-relevant interventions to improve medication adherence and overall health outcomes.
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Affiliation(s)
- Myriam Jaam
- College of Pharmacy, Qatar University, Doha, Qatar
| | | | - Nadir Kheir
- College of Pharmacy, Qatar University, Doha, Qatar
| | - Ahmed Awaisu
- College of Pharmacy, Qatar University, Doha, Qatar.
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16
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Bener A, Al-Hamaq AOAA, Kurtulus EM, Abdullatef WK, Zirie M. The role of vitamin D, obesity and physical exercise in regulation of glycemia in Type 2 Diabetes Mellitus patients. Diabetes Metab Syndr 2016; 10:198-204. [PMID: 27381964 DOI: 10.1016/j.dsx.2016.06.007] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Accepted: 06/06/2016] [Indexed: 02/01/2023]
Abstract
AIM The aims of this study were to determine the role of vitamin D, obesity and physical exercise in the regulation of glycemia in Type 2 Diabetes Mellitus patients in a highly consanguineous population. DESIGN Case and control study. SETTING The survey was carried out at the Hamad General Hospital and Primary Health Care (PHC) centers in the State of Qatar. SUBJECTS The study was conducted from November 2012 to June 2014 among subjects above 30 years of age. Of the 2224 registered with diagnosed diabetes and free diseases attending Hamad General Hospital and PHC centers agreed and gave their consent to study. METHODS Questionnaire included socio-demographic variables, body mass index (BMI), consanguinity, lifestyle habits, family history of diabetes, blood pressure and development of diabetes complications such as retinopathy, nephropathy, and neuropathy were collected at regular intervals throughout the follow-up. Univariate and multivariate statistical analysis were performed. RESULTS There were statistically significant difference between patients with diabetic and control in terms of ethnicity (p=0.012), level of education (p=0.002), occupation (p<0.001), monthly income (p<0.001), BMI(p=0.024), sport activity (p=0.018), cigarette smoking (p<0.001), consanguinity (p=0.029) and family history of Diabetes Mellitus (p<0.001) and co-morbidity hypertension (p=0.041). Further, the biochemistry values in the studied subjects with T2DM compared to healthy controls and the study revealed that serum Vitamin D, BMI, fasting glucose level, calcium, HbA1c, total cholesterol HDL, LDL, bilirubin, triglycerides, uric acid and blood pressure systolic and diastolic were higher in T2DM compared to their counterparts. Multivariate logistic regression showed that vitamin D deficiency ng/mL, Family History of T2DM, BMI (kg/m2) hypertension, consanguinity, income, mother occupation, ethnicity, educational level and Lack of physical exercise variables were significant predictors of diabetes. In the group of Diabetes Mellitus Type 2 patients, 39.3% as opposed to 51.2% in the control group had vitamin D deficiency, 25(OH) D3 levels≤10ng/ml (p<0.001). In the group of Diabetes Mellitus Type 2 patients, 34.6% as opposed to 37.9% in the control group had vitamin D insufficiency, 25(OH)D3 levels <20ng/ml (p < 0.001). In the group of Diabetes Mellitus Type 2 patients, 22.8% as opposed to 14.2% in the control group had vitamin D sufficiency, 25(OH)D3 levels >30 10ng/ml (p < 0.001). CONCLUSION Vitamin D, family history of diabetes, consanguinity marriages' and hereditary gene-environment interactions and physical exercise may also contribute to the current diabetes epidemic in Qatari's Arab populations.
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Affiliation(s)
- Abdulbari Bener
- Department of Biostatistics & Medical Informatics, Cerrahpaşa Faculty of Medicine, Istanbul University, Istanbul, Turkey; Department of Evidence for Population Health Unit, School of Epidemiology and Health Sciences, University of Manchester, Manchester, UK.
| | | | - Eda Merve Kurtulus
- Department of Biostatistics & Medical Informatics, Cerrahpaşa Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Waleed K Abdullatef
- Department of Cardiology and Cardiovascular Surgery, Heart Hospital, Hamad Medical Corporation,Qatar
| | - Mahmoud Zirie
- Department of Endocrinology, Hamad General Hospital, Hamad Medical Corporation, Qatar
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