Evaluation of the Perception of Risk Factors for Type 2 Diabetes Instrument in an At-Risk, Nondiabetic Population

2016 ◽  
Vol 24 (2) ◽  
pp. 83E-100E ◽  
Author(s):  
Lisa L. Shah ◽  
Yelena Perkhounkova ◽  
Sandra Daack-Hirsch

Background and Purpose: This study evaluated the psychometric properties of the Perception of Risk Factors for Type 2 Diabetes (PRF-T2DM), an instrument designed to measure awareness and vulnerability to diabetes and diabetes risk factors. Methods: 248 individuals at increased risk for diabetes because of a positive family history completed the PRF-T2DM. The factor-structure, internal consistency reliability, and construct validity of the PRF-T2DM were examined. Results: The 2-factor structure of the PRFT2DM was a good fit to our data. Overall Cronbach's alpha was .68. Pearson correlation between PRF-T2DM score and overall risk perception was significant (r = .26, p < .001). Replies to individual items supported the validity of the PRF-T2DM. Conclusion: The PRF-T2DM performed modestly in this population. Refinement in scoring and score interpretation may improve reliability and validity of the instrument.

2021 ◽  
pp. 1-11
Author(s):  
Baizid Khoorshid Riaz ◽  
Shahjada Selim ◽  
Megan Neo ◽  
Md Nazmul Karim ◽  
M. Mostafa Zaman

<b><i>Methodology:</i></b> Biochemically confirmed type 2 diabetes mellitus (T2DM) patients (<i>n</i> = 1,114) were recruited from the outpatient department of 2 tertiary care hospitals in Dhaka, Bangladesh. Face-to-face interview was conducted using a semi-structured questionnaire containing sociodemographic parameters and relevant information about depression and diabetes. Biochemical test results and treatment-related information were taken from patients’ records. The Hospital Anxiety and Depression Scale (HADS) was used to screen all patients for psychiatric manifestation. Those diagnosed by HADS were subsequently reassessed using structured clinical interview for DSM-5 Disorders – Clinician Version. T2DM diagnosed at age &#x3c;40 years were considered as early onset T2DM. Association between age of onset category and depression was assessed using multivariable mixed-effect logistic regression adjusting for random variation of the area of residence and plausible confounders. <b><i>Results:</i></b> Around a third of the participants (32.5%) were diagnosed with T2DM before the age of 40 years. Early onset T2DM patients were found to have 57% increase in the risk of developing depression (OR 1.57; 95% CI 1.13–2.28; <i>p</i> = 0.011) in comparison to those with usual onset T2DM (≥40 years). Among other factors a positive family history for diabetes (OR 1.33; 95% CI 1.03–1.78; <i>p</i> = 0.038), poor glycemic control (OR 1.31; 95% CI 1.03–1.68; <i>p</i> = 0.028), presence of 1, or more diabetic complications (OR 1.37; 95% CI 1.03–1.78; <i>p</i> = 0.011) also showed increased risk of depression. <b><i>Conclusion:</i></b> Early onset T2DM patients are at greater risk of developing depression. The finding is likely to help in setting preventive strategies aiming to reduce the presence of concomitant depression symptoms among diabetes.


2021 ◽  
Vol 22 (12) ◽  
pp. 6444
Author(s):  
Anna Gabryanczyk ◽  
Sylwia Klimczak ◽  
Izabela Szymczak-Pajor ◽  
Agnieszka Śliwińska

There is mounting evidence that type 2 diabetes mellitus (T2DM) is related with increased risk for the development of cancer. Apart from shared common risk factors typical for both diseases, diabetes driven factors including hyperinsulinemia, insulin resistance, hyperglycemia and low grade chronic inflammation are of great importance. Recently, vitamin D deficiency was reported to be associated with the pathogenesis of numerous diseases, including T2DM and cancer. However, little is known whether vitamin D deficiency may be responsible for elevated cancer risk development in T2DM patients. Therefore, the aim of the current review is to identify the molecular mechanisms by which vitamin D deficiency may contribute to cancer development in T2DM patients. Vitamin D via alleviation of insulin resistance, hyperglycemia, oxidative stress and inflammation reduces diabetes driven cancer risk factors. Moreover, vitamin D strengthens the DNA repair process, and regulates apoptosis and autophagy of cancer cells as well as signaling pathways involved in tumorigenesis i.e., tumor growth factor β (TGFβ), insulin-like growth factor (IGF) and Wnt-β-Cathenin. It should also be underlined that many types of cancer cells present alterations in vitamin D metabolism and action as a result of Vitamin D Receptor (VDR) and CYP27B1 expression dysregulation. Although, numerous studies revealed that adequate vitamin D concentration prevents or delays T2DM and cancer development, little is known how the vitamin affects cancer risk among T2DM patients. There is a pressing need for randomized clinical trials to clarify whether vitamin D deficiency may be a factor responsible for increased risk of cancer in T2DM patients, and whether the use of the vitamin by patients with diabetes and cancer may improve cancer prognosis and metabolic control of diabetes.


2002 ◽  
Vol 2 (1_suppl) ◽  
pp. S4-S8
Author(s):  
Erland Erdmann

Diabetes is a common risk factor for cardiovascular disease. Coronary heart disease and left ventricular dysfunction are more common in diabetic patients than in non-diabetic patients, and diabetic patients benefit less from revascularisation procedures. This increased risk can only partly be explained by the adverse effects of diabetes on established risk factors; hence, a substantial part of the excess risk must be attributable to direct effects of hyperglycaemia and diabetes. In type 2 diabetes, hyperinsulinaemia, insulin resistance and hyperglycaemia have a number of potential adverse effects, including effects on endothelial function and coagulation. Risk factor modification has been shown to reduce the occurrence of cardiovascular events in patients with diabetes; indeed, diabetic patients appear to benefit more in absolute terms than non-diabetic patients. There is thus a strong case for intensive treatment of risk factors, including insulin resistance and hyperglycaemia, in patients with type 2 diabetes.


2018 ◽  
Vol 6 (1) ◽  
pp. e000604 ◽  
Author(s):  
Erin S LeBlanc ◽  
Ning X Smith ◽  
Gregory A Nichols ◽  
Michael J Allison ◽  
Gregory N Clarke

ObjectiveTo determine the possible association between insomnia and risk of type 2 diabetes mellitus (T2DM) in the naturalistic clinical setting.Research design and methodsWe conducted a retrospective cohort study to examine the risk of developing T2DM among patients with pre-diabetes with and without insomnia. Participants with pre-diabetes (identified by a physician or via two laboratory tests) between January 1, 2007 and December 31, 2015 and without sleep apnea were followed until December 31, 2016. Patients were determined to have T2DM when two of the following occurred within a 2-year window: physician-entered outpatient T2DM diagnosis (International Classification of Diseases [ICD]-9 250.00; ICD-10 E11), dispensing of an antihyperglycemia agent, and hemoglobin A1c (A1c) >6.5% (48 mmol/mol) or fasting plasma glucose (FPG) >125 mg/dL. One hospital inpatient stay with an associated T2DM diagnosis was also sufficient for classification of T2DM.ResultsOur cohort consisted of 81 233 persons with pre-diabetes, 24 146 (29.7%) of whom had insomnia at some point during the 4.3-year average observation period. After adjustment for traditional risk factors, those with insomnia were 28% more likely to develop T2DM than those without insomnia (HR 1.28; 95% CI 1.24 to 1.33). The estimate was essentially unchanged after adjusting for baseline A1c level (HR 1.32; 95% CI 1.25 to 1.40) or FPG (HR 1.28; 95% CI 1.23 to 1.33).ConclusionsInsomnia imparts an increased risk of T2DM comparable with that conferred by traditional risk factors (eg, overweight, non-white race, cardiovascular risk factors). This association could have clinical importance because it suggests a new potentially modifiable risk factor that could be targeted to prevent diabetes.


2019 ◽  
Vol 3 (Supplement_1) ◽  
Author(s):  
Sigrun Henjum ◽  
Victoria Telle Hjellset ◽  
Marte Karoline Raberg Kjollesdal ◽  
Merethe Flaaten ◽  
Eivind Andersen ◽  
...  

Abstract Objectives Economic development, globalization and urbanization has resulted in a shift in dietary consumption and energy expenditure in low- and middle-income countries, called the Nutrition Transition. At the same time, the prevalence of type 2 diabetes (T2D) and associated co-morbidities are rising worldwide. The Saharawi refugees have been living in refugee camps in the Algerian desert since 1975 and are totally dependent on food aid. High prevalence of overweight and obesity has been reported among Saharawi women. Limited knowledge about the prevalence of T2D and associated risk factors exists in this population; therefore, the aim with this study was to address this gap in the literature. Methods A cross-sectional survey was carried out in five Saharawi refugee camps, in Algeria and 180 women and 175 men were randomly selected. Participants’ blood glucose levels was assessed by HbA1c measurements and diagnosed with diabetes if HbA1c ≥48 mmol/mol and prediabetes if HbA1c was between 42–47 mmol/mol. The Finnish Diabetes Risk Score (FINDRISK) was used to assess various risk factors for T2D. Results Mean HbA1c among the Saharawi refugees was 38 mmol/mol. Seven and 15% were diagnosed with T2D and prediabetes, respectively, and 26% and 19% were overweight and obese, respectively. According to FINDRISK, 9% of the participants had high risk of developing diabetes, 10% had moderate risk, 37% had some risk and 44% had low risk. In multiple logistic regression models, after controlling for age, gender, number of children, BMI and education, the strongest predictor for diabetes was waist circumference, OR (95% CI): 1.1 (1.0, 1.1). The strongest predictor for prediabetes was age and waist circumference OR (95% CI): 1.0 (1.0, 1.1) and OR (95% CI): 1.1 (1.0, 1.1), respectively. Conclusions We found moderate prevalence of diabetes among the Saharawi refugees; however a high proportion had prediabetes and were suffering from overweight and obesity. In light of this, the rates of T2D are likely to increase dramatically in the near future. The Saharawi health authorities should pay attention to the increased risk of diabetes in this in this vulnerable population. Funding Sources Oslo Metropolitan University.


2010 ◽  
Vol 63 (3-4) ◽  
pp. 231-236 ◽  
Author(s):  
Dusica Zivanovic ◽  
Sandra Sipetic ◽  
Marina Stamenkovic-Radak ◽  
Jelena Milasin

Introduction Type 2 diabetes mellitus is a common multifactorial genetic syndrome, which is determined by several genes and environmental factors. The aim of the present study was to investigate the presence of risk factors for developing diabetes type 2 among diabetic individuals and to compare the presence of risk factors among diabetic individuals with and without positive family history for type 2 diabetes. Material and methods This study was conducted in Cuprija during the period from February to June 2002. The case group included 137 individuals having diagnosis type 2 diabetes. The control group included 129 subjects having the following diagnoses: hypertension, angina pectoris, chronic obstructive lung disease, gastric ulcer or duodenal ulcer. All participants were interviewed at the Medical Center Cuprija using structural questionnaire. The data were collected regarding demographic characteristics, exposure to various chemical and physical agents, stress, smoking, obesity, physical inactivity and family history of diabetes. In the statistical analysis chi square test was used. Results The diabetic individuals were statistically significantly older (40 and more years old) (p=0,000), and they came from rural areas more frequently (p=0,006) than the individuals without diabetes. Significantly more diabetics had lower educational level (p=0,000) and they were agriculture workers and housewives significantly more frequently (p=0,000) than nondiabetic individuals. Furthermore, obesity (p=0,000) and physical inactivity (p=0,003) were significantly more frequent among the diabetic individuals than the nondiabetics. The diabetic individuals had significanly (p=0,000) more numbers of relatives with diabetes mellitus type 2 than the nondiabetics. The diabetic individuals with positive family history of diabetes were significantly older (p=0,021) and more frequently from urban areas (p=0,018) than the diabetic individuals without the positive family history of diabetes. Also they were significantly less exposed to physical agents (p=0,004). Discussion In our study, like in many others, age, place of residence, education, occupation, obesity, physical inactivity, positive family history of diabetes type 2 and exposure to physical agents were identified as potential risk factors for diabetes type 2. Conclusion Different risk factors are probably responsible for developing type 2 diabetes among individuals with and without positive family history of type 2 diabetes.


2017 ◽  
Vol 2017 ◽  
pp. 1-10 ◽  
Author(s):  
Pierre-Jean Saulnier ◽  
Elise Gand ◽  
Stéphanie Ragot ◽  
Lise Bankir ◽  
Xavier Piguel ◽  
...  

Objective.Sodium intake is associated with cardiovascular outcomes. However, no study has specifically reported an association between cardiovascular mortality and urinary sodium concentration (UNa). We examined the association ofUNawith mortality in a cohort of type 2 diabetes (T2D) patients.Methods. Patients were followed for all-cause death and cardiovascular death. BaselineUNawas measured from second morning spot urinary sample. We used Cox proportional hazard models to identify independent predictors of mortality. Improvement in prediction of mortality by the addition ofUNato a model including known risk factors was assessed by the relative integrated discrimination improvement (rIDI) index.Results. Participants (n=1,439) were followed for a median of 5.7 years, during which 254 cardiovascular deaths and 429 all-cause deaths were recorded.UNaindependently predicted all-cause and cardiovascular mortality. An increase of one standard deviation ofUNawas associated with a decrease of 21% of all-cause mortality and 22% of cardiovascular mortality.UNaimproved all-cause and cardiovascular mortality prediction beyond identified risk factors (rIDI = 2.8%,P=0.04and rIDI = 4.6%,P=0.02, resp.).Conclusions. In T2D,UNawas an independent predictor of mortality (low concentration is associated with increased risk) and improved modestly its prediction in addition to traditional risk factors.


2014 ◽  
Vol 18 (9) ◽  
pp. 1698-1705 ◽  
Author(s):  
Danielle H Bodicoat ◽  
Patrice Carter ◽  
Alexis Comber ◽  
Charlotte Edwardson ◽  
Laura J Gray ◽  
...  

AbstractObjectiveWe investigated whether a higher number of fast-food outlets in an individual’s home neighbourhood is associated with increased prevalence of type 2 diabetes mellitus and related risk factors, including obesity.DesignCross-sectional study.SettingThree UK-based diabetes screening studies (one general population, two high-risk populations) conducted between 2004 and 2011. The primary outcome was screen-detected type 2 diabetes. Secondary outcomes were risk factors for type 2 diabetes.SubjectsIn total 10 461 participants (mean age 59 years; 53 % male; 21 % non-White ethnicity).ResultsThere was a higher number of neighbourhood (500 m radius from home postcode) fast-food outlets among non-White ethnic groups (P<0·001) and in socially deprived areas (P<0·001). After adjustment (social deprivation, urban/rural, ethnicity, age, sex), more fast-food outlets was associated with significantly increased odds for diabetes (OR=1·02; 95 % CI 1·00, 1·04) and obesity (OR=1·02; 95 % CI 1·00, 1·03). This suggests that for every additional two outlets per neighbourhood, we would expect one additional diabetes case, assuming a causal relationship between the fast-food outlets and diabetes.ConclusionsThese results suggest that increased exposure to fast-food outlets is associated with increased risk of type 2 diabetes and obesity, which has implications for diabetes prevention at a public health level and for those granting planning permission to new fast-food outlets.


2020 ◽  
Vol 8 (2) ◽  
pp. 117-123
Author(s):  
Khaled Ali ALawaini ◽  
Mustafa Ali Abugila

Type 2 diabetes has several causes, such as family history, age, physical inactivity, and unhealthy food. Obesity is a significant cause of type 2 diabetes (T2D). Microvascular and macrovascular complications are associated with long-term diabetes. However, the main objective in this study is to search for complications and risk factors related to diabetes. Therefore, 472 diabetic patients with type 2 diabetes from northwest Libya participated in this study. Face-to-face interviews conducted using a questionnaire asking each patient information about name, age, sex, duration of disease, family history, and measured body mass index (BMI). A biochemical analysis (FPG, HbA1c, cholesterol, and triglyceride) was also performed on diabetic patients. Our results showed that 60.6% of type 2 diabetic patients had a positive family history. Poor glycemic control identified by high fasting plasma glucose (FPG) 186±9 mg/dl, and glycated hemoglobin was (HbA1C) 8.36%±1.8.


2020 ◽  
Author(s):  
Ellen W Seely ◽  
Patricia Flynn Weitzman ◽  
Dharma Cortes ◽  
Sara Romero Vicente ◽  
Sue E Levkoff

BACKGROUND Hispanic women have increased risk of gestational diabetes mellitus (GDM), which carries an increased risk for future type 2 diabetes, compared to non-Hispanic women. In addition, Hispanic women are less likely to engage in healthy eating and physical activity, which are both risk factors for type 2 diabetes. Supporting patients to engage in healthy lifestyle behaviors through mobile health (mHealth) interventions is increasingly recognized as a viable, underused tool for disease prevention, as they reduce barriers to access frequently experienced in face-to-face interventions. Despite the high percentage of smartphone ownership among Hispanics, mHealth programs to reduce risk factors for type 2 diabetes in Hispanic women with prior GDM are lacking. OBJECTIVE This study aimed to (1) develop a mobile app (¡Hola Bebé, Adiós Diabetes!) to pilot test a culturally tailored, bilingual (Spanish/English) lifestyle program to reduce risk factors for type 2 diabetes in Hispanic women with GDM in the prior 5 years; (2) examine the acceptability and usability of the app; and (3) assess the short-term effectiveness of the app in increasing self-efficacy for both healthy eating and physical activity, and in decreasing weight. METHODS Social cognitive theory provided the framework for the study. A prototype app was developed based on prior research and cultural tailoring of content. Features included educational audiovisual modules on healthy eating and physical activity; personal action plans; motivational text messages; weight tracking; user-friendly, easy-to-follow recipes; directions on building a balanced plate; and tiered badges to reward achievements. Perceptions of the app’s acceptability and usability were explored through four focus groups. Short-term effectiveness of the app was tested in an 8-week single group pilot study. RESULTS In total, 11 Hispanic women, receiving care at a federally qualified community health center, aged 18-45 years, and with GDM in the last 5 years, participated in four focus groups to evaluate the app’s acceptability and usability. Participants found the following sections most useful: audiovisual modules, badges for completion of activities, weight-tracking graphics, and recipes. Suggested modifications included adjustments in phrasing, graphics, and a tiering system of badges. After app modifications, we conducted usability testing with 4 Hispanic women, with the key result being the suggestion for a “how-to tutorial.” To assess short-term effectiveness, 21 Hispanic women with prior GDM participated in the pilot. There was a statistically significant improvement in both self-efficacy for physical activity (<i>P</i>=.003) and self-efficacy for healthy eating (<i>P</i>=.007). Weight decreased but not significantly. Backend process data revealed a high level of user engagement. CONCLUSIONS These data support the app’s acceptability, usability, and short-term effectiveness, suggesting that this mHealth program has the potential to fill the gap in care experienced by Hispanic women with prior GDM following pregnancy. Future studies are needed to determine the effectiveness of an enhanced app in a randomized controlled trial. CLINICALTRIAL ClinicalTrials.gov NCT04149054; https://clinicaltrials.gov/ct2/show/NCT04149054


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