scholarly journals Screening Model for Estimating Undiagnosed Diabetes among People with a Family History of Diabetes Mellitus: A KNHANES-Based Study

2020 ◽  
Vol 17 (23) ◽  
pp. 8903
Author(s):  
Kwang Sun Ryu ◽  
Ha Ye Jin Kang ◽  
Sang Won Lee ◽  
Hyun Woo Park ◽  
Na Young You ◽  
...  
Keyword(s):  
Diabetes Mellitus ◽  
Family History ◽  
National Health ◽  
Validation Cohort ◽  
Undiagnosed Diabetes ◽  
Stepwise Logistic Regression ◽  
Stepwise Logistic Regression Analysis ◽  
Family History Of Diabetes ◽  
Screening Model ◽  
History Of

A screening model for estimating undiagnosed diabetes mellitus (UDM) is important for early medical care. There is minimal research and a serious lack of screening models for people with a family history of diabetes (FHD), especially one which incorporates gender characteristics. Therefore, the primary objective of our study was to develop a screening model for estimating UDM among people with FHD and enable its validation. We used data from the Korean National Health and Nutrition Examination Survey (KNHANES). KNAHNES (2010–2016) was used as a developmental cohort (n = 5939) and was then evaluated in a validation cohort (n = 1047) KNHANES (2017). We developed the screening model for UDM in male (SMM), female (SMF), and male and female combined (SMP) with FHD using backward stepwise logistic regression analysis. The SMM and SMF showed an appropriate performance (area under curve (AUC) = 76.2% and 77.9%) compared with SMP (AUC = 72.9%) in the validation cohort. Consequently, simple screening models were developed and validated, for the estimation of UDM among patients in the FHD group, which is expected to reduce the burden on the national health care system.

scholarly journals Undiagnosed diabetes mellitus and associated factors among adults in Ethiopia: a systematic review and meta-analysis

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Getachew Yideg Yitbarek ◽  
Gashaw Walle Ayehu ◽  
Sintayehu Asnakew ◽  
Ermias Sisay Chanie ◽  
Wubet Alebachew Bayih ◽  
...  
Keyword(s):  
Diabetes Mellitus ◽  
Systematic Review ◽  
Family History ◽  
Impaired Fasting Glucose ◽  
Associated Factors ◽  
Fasting Glucose ◽  
Undiagnosed Diabetes ◽  
Family History Of Diabetes ◽  
History Of ◽  
Undiagnosed Diabetes Mellitus

AbstractDiabetes has become a major public health problem, with 4.6 million deaths annually. The number of people living with undiagnosed diabetes is on the rise and has a diverse prevalence. Thus, this systematic review and meta-analysis was aimed to synthesize the pooled estimate prevalence of undiagnosed diabetes mellitus, impaired fasting glucose and its associated factors in Ethiopia. The databases Medline, Hinari, Google Scholar, and Google search were used to find potential studies published from January 2013 until January 2021. Extracted data were entered into the excel spreadsheet. The random effects model with Der Simonian-Laird weights was used to assess the pooled estimate of prevalence of undiagnosed diabetes, impaired fasting glucose, and its associated factors. The Cochrane Q-test and I2 statistics were used to screen for statistical heterogeneity. A funnel plot and Egger's statistical test were also used to search for any publication bias (small study effect). After extensive searching of articles on different databases, a total of nine studies were included for this systematic review and meta-analysis. In random effects model, the pooled prevalence of undiagnosed diabetes mellitus and impaired fasting glucose was 5.75%, 95% CI (3.90–7.59%), and 8.94%, 95% CI (2.60–15.28%), respectively. Regarding the associated factors, participants family history of diabetes was significantly associated with diabetes status. The pooled odds of developing diabetes mellitus among participants with a family history of diabetes mellitus were about 3.56 times higher than those without a family history of diabetes mellitus (OR = 3.56, 95% CI (2.23, 5.68)). In this review, the higher prevalence of undiagnosed diabetes mellitus and impaired fasting glucose was observed among adults in Ethiopia. Family history of diabetes was found to have an association with increased risk of diabetes mellitus. Our finding highlights the need of screening at the community level, with special focus on adults with family history of diabetes mellitus.

PREDICTION OF TYPE 2 DIABETES MELLITUS BY FINDRISC ON PRE-DIABETES PATIENTS OVER 45 YEARS OLD

2012 ◽  
pp. 20-29
Author(s):  
Van Vy Hau Nguyen ◽  
Hai Thuy Nguyen
Keyword(s):  
Diabetes Mellitus ◽  
Type 2 Diabetes ◽  
Type 2 Diabetes Mellitus ◽  
Family History ◽  
Waist Circumference ◽  
Undiagnosed Diabetes ◽  
Oral Glucose ◽  
Family History Of Diabetes ◽  
History Of

Objectives: To predict the risk of type 2 diabetes mellitus (T2DM) in ten years by applying FINDRISC. Methods: 131 patients were diagnosed pre-diabetes according to the ADA (2010) criteria using fasting plasma glucose, 2h after 75g oral glucose load and/or HbA1c. FINDRISC includes eight parameters: age, abdominal obesity, waist circumference, family history of diabetes, physical activity, history of increased glucose and using of anti-hypertensive medications and eating habit of vegetables fruits or berries. Results: In the eight element of FINDRISC, BMI and waist circumference, family history of diabetes, history of hypertension and antihypertensive drug use are risk factors are most important. The area under the curve order is 0.912; 0.879; 0.819; 0.720 and 0.664 respectively. Application FINDRISC- South Asian we recorded the optimal cut points 9 points (Se = 0.61, Sp = 0.85, p <0.001) to detect pre-diabetes and 15 points (Se = 1.00 and Sp=0.91, p< 0.0001) to detect diabetes. Risk of diabetes in 10 years by using FINDRISC-Asian scale is higher than using FINDRISC- European scale: 7.68% vs 4.91% in men, 9.64% vs 8.17% in female and 8.74% vs 6.68% for both sexes, respectively. Conclusion: We can use FINDRISC to predict the risk of type 2 diabetes mellitus, and screening type 2 undiagnosed diabetes mellitus in Vietnam if the BMI and waist circumference are change criteria for South Asia.

scholarly journals Undiagnosed diabetes mellitus and related factors in East Gojjam (NW Ethiopia) in 2016: a community-based study

2017 ◽  
Vol 6 (1) ◽  
Author(s):  
Amsalu Taye Wondemagegn ◽  
Habtamu Mellie Bizuayehu ◽  
Dagninet Derebe Abie ◽  
Getachew Mengistu Ayalneh ◽  
Tenaw Yimer Tiruye ◽  
...  
Keyword(s):  
Diabetes Mellitus ◽  
Family History ◽  
Gestational Diabetes ◽  
Sedentary Behaviour ◽  
Undiagnosed Diabetes ◽  
Community Based ◽  
Related Factors ◽  
Family History Of Diabetes ◽  
History Of ◽  
Undiagnosed Diabetes Mellitus

<em>Introduction</em>. Currently, diabetes is the second most common non-communicable disease (NCD) in Ethiopia. Its burden is 4.8% in this country, even though three quarter of its population live with undiagnosed diabetes mellitus (DM), which causes complications like heart failure, blood vessels, eyes, kidneys and nerves damages. Early detection of DM is vital for a timely intervention to prevent these life threatening complications. The aim of this study was to assess the prevalence of undiagnosed DM and related factors in East Gojjam, North West Ethiopia, in 2016. <br /><em>Materials and methods.</em> A community-based cross-sectional study was conducted among 757 individuals in East Gojjam from June to September 2016. The sampled population was selected using multi-stage cluster sampling method. Basic data were collected in Amharic (local language) and a pretested interviewer administered the questionnaire. Peripheral blood samples were collected by puncturing the ring finger in order to measure fasting blood glucose. Univarite and multivariate logistic regressions analysis were performed using Statistical Package for Social Sciences (SPSS) software version 20.0. <br /><em>Results</em>. The percentage of undiagnosed DM in the study area was 11.5% (95%CI=9.2, 13.7). The prevalence was 11.3% among male vs. 11.8% among female; 13.4% in urban areas vs. 10.3% in rural areas. The occurrence of undiagnosed DM was mainly associated with older age (AOR=5.99, 95%CI=1.54, 23.24), family history of diabetes (AOR=9.86, 95%CI=4.25, 22.89), history of gestational diabetes (AOR=3.01, 95%CI=1.17, 8.39) and sedentary behaviour &gt;4 hours per day (AOR=2.13, 95%CI=1.04, 4.34). Being non-smoker (AOR=0.05, 95%CI=0.01, 0.17) and unmarried (AOR=0.09, 95%CI=0.02, 0.42) were also predictive characteristics for undiagnosed DM in the study area. <br /><em>Conclusions</em>. In conclusion, this study revealed a relatively high prevalence of undiagnosed DM in the study area. The occurrence of undiagnosed DM was significantly higher when associated with the age of the participants, their marital status, history of hypertension, diabetes family history, history of gestational diabetes mellitus, current smoking practices and sedentary behaviour. Thus, efforts have to be made, particularly by the individuals involved in health practice, to early detect the disease and thereby initiate a suitable therapeutic service, before complications arise.

scholarly journals Incidence of diabetes mellitus and associated risk factors in the adult population of the Basque country, Spain

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Inés Urrutia ◽  
◽  
Alicia Martín-Nieto ◽  
Rosa Martínez ◽  
J Oriol Casanovas-Marsal ◽  
...  
Keyword(s):  
Diabetes Mellitus ◽  
Risk Factors ◽  
Family History ◽  
Basque Country ◽  
Adult Population ◽  
Tolerance Test ◽  
Oral Glucose ◽  
Family History Of Diabetes ◽  
History Of ◽  
Incident Cases

AbstractThe aim of this study was to estimate the incidence of diabetes mellitus in the Basque Country and the risk factors involved in the disease by reassessing an adult population after 7 years of follow-up. In the previous prevalence study, 847 people older than 18 years were randomly selected from all over the Basque Country and were invited to answer a medical questionnaire, followed by a physical examination and an oral glucose tolerance test. In the reassessment, the same variables were collected and the resulting cohort comprised 517 individuals of whom 43 had diabetes at baseline. The cumulative incidence of diabetes was 4.64% in 7 years and the raw incidence rate was 6.56 cases/1000 person-years (95%CI: 4.11–9.93). Among the incident cases, 59% were undiagnosed. The most strongly associated markers by univariate analyses were age > 60 years, dyslipidaemia, prediabetes and insulin resistance. We also found association with hypertension, obesity, family history of diabetes and low education level. Multivariate analysis adjusted for age and sex showed that a set of risk factors assessed together (dyslipidaemia, waist-to-hip-ratio and family history of diabetes) had great predictive value (AUC-ROC = 0.899, 95%CI: 0.846–0.953, p = 0.942), which suggests the need for early intervention before the onset of prediabetes.

scholarly journals Relationship Parity and Contraception with Mild Preeclampsia at Puskesmas Jagir

2016 ◽  
Vol 4 (1) ◽  
pp. 100
Author(s):  
Rizky Pradana Setiawan
Keyword(s):  
Diabetes Mellitus ◽  
Body Weight ◽  
Family History ◽  
Pregnant Women ◽  
Calcium Supplementation ◽  
Chronic Hypertension ◽  
Family History Of Diabetes ◽  
Maternal Characteristics ◽  
History Of ◽  
Mild Preeclampsia

Mild preeclampsia is the frequent disease experienced by pregnant women in Puskesmas Jagir in 2011-2014. The number of mild preeclampsia in Puskesmas Jagir keep increase significantly. The purpose of this study is to analyze the association between the characteristics, family history and calcium supplementation in pregnant women with mild preeclampsia at Puskesmas Jagir Surabaya. The type of research is non-reactive research with case control design. Subjects was taken from the population using simple random sampling. The variables studied were age, body weight changes, parity, family history of preeclampsia, contraception, family history of diabetes mellitus, family history of chronic hypertension, and calcium supplementation. The statistical test was Chi-square test with α = 0.05, odds Ratio is calculated by value with 95% confidence interval (CI 95%). Variables associated with mild preeclampsia is a maternal characteristics such as parity (p = 0.001, OR 0.17) and contraception (p = 0.019, OR = 5.636). Variables that are not associated with mild preeclampsia is a maternal characteristics such as the form of changes in body weight during pregnancy, age, and family history of diabetes mellitus in the form of family history and family history of hypertension and calcium supplementation. There is a association between parity and contraception with mild preeclampsia.Keywords: mild preeclampsia, parity, contraception 

Knowledge, Attitude, practice, and their associated factor towards Diabetes Mellitus among peoples live in Debre Markos Town, North West Ethiopia, Amhara Regional State, Ethiopia 2020 GC

2022 ◽  
Author(s):  
Addisu Simachew ◽  
Habtamu Temesgen
Keyword(s):  
Diabetes Mellitus ◽  
Blood Glucose ◽  
Family History ◽  
Blood Glucose Level ◽  
Glucose Level ◽  
Educational Level ◽  
Good Practice ◽  
Favorable Attitude ◽  
Family History Of Diabetes ◽  
History Of

Abstract Background: Diabetes mellitus is a group of metabolic disease in which there is high blood glucose level over a prolonged period of time, chronic multi system disease related to abnormal insulin production, impaired insulin utilization and both. Risk of diabetes are obesity, being young or old age, family history of diabetes, history gestational diabetes, impaired, glucose metabolism, physical inactivity and ethnicity/race respectively. In type one diabetes mellitus insulin injection is needed to control the blood glucose level where as in type two diabetes mellitus the first line treatment is life style modification like diet management, exercise, and weight reduction then if uncontrolled use oral hypoglycemic agent.Objective: The main aim of the study was to assess Knowledge, Attitude, practice and their associated factor towards diabetes mellitus in Debre Markos town, northwest , Amhara Regional state, Ethiopia 2020 GC.Methodology: a community based cross-sectional study was conduct from June to July for 403 respondents using systematic random sampling technique to select the household after select the first household by lottery method. Data collected through self administered questions, the collected data process and analysis manually using pen, pencil, tally sheet and present in tables, graphs and charts respectively.Result: based on our study 138 (34.6%) of the respondents were classified as having inadequate knowledge, whereas 261(65.4%) of the respondents were deemed to be knowledgeable. from the participant 186(46.6%) had unfavorable attitude while 213(53.4%) had favorable attitude towards diabetes mellitus. Overall practice of the participant was 37.8% good practice and 62.2% poor practice. Single individuals 5.133 times (AOR=5.133, CI=1.737, 15.051) more likely knowledgeable than those divorced. Family history of diabetes mellitus 5.019 times (AOR=5.02- CI=1.59-15.76) more likely had favorable attitude than those who had no family history of DM. secondary educational level were 2.34 times (AOR=2.34, CI=1.14- 0.78) more likely good practice than those with able to read and write and persons in primary educational level. DM patients 2.811 times (AOR=2.81-95%, CI=0.99- 7.97) more likely good practice than non-diabetic.Conclusion: majority of the participant’s relatively knowledgeable. The overall attitude of the participant was more than half was favorable attitude. Majority of the study participants were poor practice regarding to DM controlling and management. Knowledge of the participant highly significant association with marital status, income and practice, practice also strong association with level of education and attitude significantly associated with family history of DM

scholarly journals The prevalence of insulin resistance in patients with β -thalassemia major at Cipto Mangunkusumo Hospital

2016 ◽  
Vol 43 (4) ◽  
pp. 117
Author(s):  
Caroline Mulawi ◽  
Bambang Tridjaja ◽  
Maria Abdulsalam ◽  
Zakiudin Munasir
Keyword(s):  
Diabetes Mellitus ◽  
Insulin Resistance ◽  
Family History ◽  
Glucose Metabolism ◽  
Thalassemia Major ◽  
Oral Glucose ◽  
Model Assessment ◽  
Cross Sectional ◽  
Family History Of Diabetes ◽  
History Of

Background Diabetes mellitus is a common complication in pa-tients with thalassemia major. Iron overload plays an important roleby damaging the pancreatic β-cell and the liver cell, with the con-sequences of insulin deficiency and insulin resistance. Family his-tory of diabetes mellitus is one of the critical factors for the devel-opment of glucose metabolism derangement. However, the patho-genesis of glucose metabolism derangement remains unclear.Objective To evaluate the prevalence of impaired glucose toler-ance, diabetes mellitus, and insulin resistance in patients with β-thalassemia major treated in the Thalassemia Outpatient Clinic,Department of Child Health, Cipto Mangunkusumo Hospital,Jakarta.Methods This was a descriptive cross sectional study conductedin May 2002. Forty-eight subjects aged 10 to 18 years, grouped bytotal volume of transfusions and family history of diabetes mellitus,underwent an oral glucose tolerance test (OGTT), serum transfer-rin saturation, and insulin level examinations. Insulin resistancewas calculated from fasting plasma glucose and insulin concen-trations using the homeostasis model assessment (HOMA).Results One of 48 patients (2%) had impaired glucose toleranceat the age of 17 years. Diabetes mellitus occurred in three of 48patients (6%) at the age of 15.5 years in one patient and 18 yearsin two patients. Family history of diabetes mellitus was found in 2patients with diabetes mellitus and in the only one with impairedglucose tolerance. Insulin resistance was not detected in this study.Conclusion The prevalence of glucose metabolism derangementin patients with thalassemia major was low. No insulin resistancewas found in this study

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