Risk Factors For Diabetes Mellitus Research Articles

Red blood cell distribution width to albumin ratio associates with prevalence and long-term diabetes mellitus prognosis: an overview of NHANES 1999–2020 data

BackgroundErythrocyte dysfunction is a characteristic of diabetes mellitus (DM). However, erythrocyte-associated biomarkers do not adequately explain the high prevalence of DM. Here, we describe red blood cell distribution width to albumin ratio (RAR) as a novel inflammatory biomarker for evaluating an association with DM prevalence and prognosis of all-cause mortality.MethodsData analyzed in this study were extracted from the National Health and Nutrition Examination Survey (NHANES) 1999−2020. A total of 40,558 participants (non-DM and DM) were enrolled in the study; RAR quartiles were calibrated at Q1 [2.02,2.82] mL/g, Q2 (2.82,3.05] mL/g, Q3 (3.05,3.38] mL/g, and Q4 (3.38,12.08] mL/g. A total of 8,482 DM patients were followed (for a median of 84 months), of whom 2,411 died and 6,071 survived. The prevalence and prognosis associated with RAR and DM were analyzed; age and sex were stratified to analyze the prevalence of RAR in DM and the sensitivity of long-term prognosis.ResultsAmong non-DM (n=30,404) and DM (n=10,154) volunteers, DM prevalence in RAR quartiles was 8.23%, 15.20%, 23.92%, and 36.39%. The multivariable odds ratio (OR) was significant for RAR regarding DM, at 1.68 (95% CI 1.42, 1.98). Considering Q1 as a foundation, the Q4 OR was 2.57 (95% CI 2.11, 3.13). The percentages of DM morbidity varied across RAR quartiles for dead (n=2,411) and surviving (n=6,071) DM patients. Specifically, RAR quartile mortality ratios were 20.31%, 24.24%, 22.65%, and 29.99% (P<0.0001). The multivariable hazard ratio (HR) for RAR was 1.80 (95% CI 1.57, 2.05). Considering Q1 as a foundation, the Q4 HR was 2.59 (95% CI 2.18, 3.09) after adjusting for confounding factors. Sensitivity analysis revealed the HR of male DM patients to be 2.27 (95% CI 1.95, 2.64), higher than females 1.56 (95% CI 1.31, 1.85). DM patients who were 60 years of age or younger had a higher HR of 2.08 (95% CI1.61, 2.70) as compared to those older than 60 years, who had an HR of 1.69 (95% CI 1.47, 1.94). The HR of RAR in DM patients was optimized by a restricted cubic spline (RCS) model; 3.22 was determined to be the inflection point of an inverse L-curve. DM patients with a RAR >3.22 mL/g suffered shorter survival and higher mortality as compared to those with RAR ≤3.22 mL/g. OR and HR RAR values were much higher than those of regular red blood cell distribution width.ConclusionsThe predictive value of RAR is more accurate than that of RDW for projecting DM prevalence, while RAR, a DM risk factor, has long-term prognostic power for the condition. Survival time was found to be reduced as RAR increased for those aged ≤60 years among female DM patients.

Gestational exposure to air pollutants perturbs metabolic and placenta-fetal phenotype

Air pollution (AP) is detrimental to pregnancies including increasing risk factors of gestational diabetes mellitus. We hypothesized that exposure to AP causes cardiovascular and metabolic disruption thereby altering placental gene expression, which in turn affects the placental phenotype and thereby embryonic/fetal development. To test this hypothesis, we investigated the impact of intra-nasal instilled AP upon gestational day 16–19 maternal mouse cardiovascular and metabolic status, placental nutrient transporters, and placental-fetal size and morphology. To further unravel mechanisms, we also examined placental total DNA 5’-hydroxymethylation and bulk RNA sequenced gene expression profiles. AP exposed pregnant mice and fetuses were tachycardic with a reduction in maternal left ventricular fractional shortening and increased uterine artery with decreased umbilical artery systolic peak velocities. In addition, they were hyperglycemic, glucose intolerant and insulin resistant, with changes in placental glucose (Glut3) and fatty acid (Fatp1 & Cd36) transporters, and a spatial disruption of cells expressing Glut10 that imports L-dehydroascorbic acid in protecting against oxidative stress. Placentas revealed inflammatory cellular infiltration with associated cellular edema and necrosis, with dilated vascular spaces and hemorrhage. Placental and fetal body weights decreased in mid-gestation with a reduction in brain cortical thickness emerging in late gestation. Placental total DNA 5’-hydroxymethylation was 2.5-fold higher, with perturbed gene expression profiles involving key metabolic, inflammatory, transcriptional, cellular polarizing and processing genes and pathways. We conclude that gestational exposure to AP incites a maternal inflammatory response resulting in features mimicking maternal gestational diabetes mellitus with altered placental DNA 5’-hydroxymethylation, gene expression, and associated injury.

Characterization of Turner Syndrome-associated diabetes mellitus.

Diabetes mellitus (DM) risk factors in Turner Syndrome (TS) may include autoimmunity, obesity, beta-cell dysfunction, genetic predisposition and insulin resistance (IR). Evaluate glucose tolerance and DM risk factors in adults with TS. A single centre study with two phases. To determine the prevalence of DM and to assess diabetes risk markers comparing women with TS with and without impaired glucose tolerance (IGT). Tertiary referral center, University College Hospitals. 106 Women with TS (age range 18-70 years) undergoing annual health surveillance. Participants underwent oral glucose tolerance tests (OGTT), with additional samples for autoimmunity and genetic analysis. Glucose tolerance, insulin, autoimmune and single nucleotide polymorphism (SNP) profile. OGTT screening showed that those without a previous DM diagnosis, 72.7% had normal glucose tolerance, 19.5% had IGT, and 7.6% were newly diagnosed with DM. OGTT identified more cases of DM than HbAc1 sampling alone. Women with IGT or DM were older, with higher body mass index and IR. No association was found between autoimmune markers GAD, IA-2 and ZnT8, risk karyotypes or selected SNPs and DM. In DM cases, GAD positivity was associated with requirement for insulin therapy. The median age of onset of the diagnosis of DM was 36 years (range 11-56). In the spectrum of DM subtypes, TS-associated DM lies between type 1 and type 2 DM with features of both. Key factors include weight and IR. Assessing C-peptide or GAD antibodies may aid future insulin requirement.

The Role of Pancreatitis Risk Genes in Endocrine Insufficiency Development After Acute Pancreatitis in Children

Acute pancreatitis (AP) is increasingly recognized as a risk factor for diabetes mellitus (DM). We aimed to study the association of pancreatitis genes with pancreatic endocrine insufficiency (pre-DM and DM) development post AP in children. This was an observational cohort study that enrolled subjects ≤21 years with their first episode of AP and followed them for 12 months for the development of pancreatic endocrine insufficiency. Pancreatitis risk genes (CASR, CEL, CFTR, CLDN2, CPA1, CTRC, PRSS1, SBDS, SPINK1, and UBR1) were sequenced. A genetic risk score was derived from all genes with univariable p<0.15 RESULTS: A total 120 subjects with AP were genotyped. Sixty-three subjects (52.5%) had at least 1 reportable variant identified. For modeling the development of pancreatic endocrine insufficiency at one year, 6 were excluded (2 with DM at baseline, 3 with total pancreatectomy, and 1 death).. From this group of 114, 95 remained normoglycemic and 19 (17%) developed endocrine insufficiency (4 DM, 15 pre-DM). Severe AP (58% vs 20%; p=0.001) and at least one gene affected (79% vs 47%, p=0.01) were enriched among the endocrine insufficient group. Those with versus without endocrine insufficiency were similar in age, sex, race, ethnicity, body mass index, and AP recurrence. A model for pre-DM/DM development included AP severity (OR=5.17 [1.66, 16.15], p=0.005) and genetic risk score (OR=4.89 [1.83, 13.08], p=0.002) and had an AUC of 0.74. In this cohort of children with AP, pancreatitis risk genes and AP disease severity were associated with pre-DM or DM development post AP.

Short- and long-term impact by vasomotor symptoms in menopause and modern approaches to their correction

The importance of management in women in menopause and postmenopause is not diminishing, but only gaining relevance. It is estimated that by 2050, more than 1.6 billion women worldwide will reach this age, compared to 1 billion in 2020. Vasomotor symptoms (VMS) are the most common symptoms of menopause and affect more than 70% of women. They are diagnosed in 35-50% of women in perimenopause and 30-80% women in postmenopause. Most of these symptoms persist less than 7 years after the last menstrual period, but one in four women may experience them up to 10 years, and one in ten women may experience them after 10 years. They are based on complex endocrine, neuroendocrine and epigenetic mechanisms. This article is a review of scientific literature publications aimed at determining the impact of VMSs on women’s future life based on the analysis of published modern studies.VMSs not only have a negative impact on a woman’s quality of life, but also have potential importance for cardiovascular health. The increased risk of cardiovascular diseases (CVD) after menopause is attributed to a sharp decrease of endogenous estrogen levels, which indicates its potential cardioprotective effect in premenopausal women. It has been established that VMSs are a risk factor for coronary heart disease and diabetes mellitus. The presence of non-alcoholic fatty liver disease is also significantly associated with an increased risk of early and severe forms of VMSs among perimenopausal women.Taking into account that women spend a third of their lives in the postmenopausal period, it is important to analyze the experience of their management during this difficult period. It is based on focusing on a healthy lifestyle as part of primary prevention, including regular physical activity, calcium/vitamin D intake, maintaining an optimal body weight, avoiding stress, etc. Menopausal hormone therapy (MHT) is considered as a first-line treatment for VMSs in menopause and perimenopause. Its use should be individualized, and initiation and discontinuation should not be based only on a woman’s age. Assessment of baseline CVD risk, age and period since menopause are important. It is considered a priority for women with menopause before 10 years or under 60 years of age who have no contraindications to MHT. Hormone therapy is not indicated only for the prevention of CVD. However, it has the potential to improve cardiovascular risk profile due to its beneficial effects on vascular function, lipid levels, glucose metabolism, and reduction of diabetes mellitus.Non-hormonal VMS treatment has sufficient experience of use when there are medical contraindications to hormonal therapy or a woman’s personal choice. However, MHT remains the most effective for VMS treatment.

Type 2 diabetes mellitus: Prevalence and risk factors associated, among patients at Franceville Amissa Bongo regional Hospital, Gabon

Introduction: To assess the type 2 diabetes mellitus prevalence and risk factors associated, among patients, at Franceville Amissa Bongo regional Hospital Gabon, A prospective and cross-sectional study was carried out between June and September 2023. Materials and Methods: Blood glucose was measured using blood drawn from each participant, according to American Diabetes Association standards. As elsewhere, correlations between type 2 diabetes mellitus prevalence and the variables obtained, were carried out using R software version 3.6.1. Odds ratios were calculated within a 95% interval, and results were considered significant when the p-value ≤ 0, 05. Results: Blood samples from 328 people, with a mean age of 48.24 ± 13.8 years, were collected for this study. The type 2 diabetes mellitus prevalence was 13.72% (95% CI: [0.10- 0.18]), (n=45). After univariate analysis, adjustment of variables by binary multivariate logistic regression, indicated female gender (Ajusted OR = 0.53; 95% CI [1.52; 39.41] p = 0.014*), cohabiting (Ajusted OR = 92.73 ; 95% CI [2.9; 29.05] p = 0.010*), inactive (Ajusted OR = 9.17; 95% CI: [1.11; 75.05] p = 0.040*), overweight/obese (Ajusted OR = 0. 017; 95% CI: [0.002; 0.18] p = 0.010*), a family history of type 2 diabetes mellitus (Ajusted OR = 50.13; 95% CI [8.87; 283.50] p = 0.000*) and high triglyceride levels (Ajusted OR = 0.03; 95% CI [0.003; 0.36] p = 0.005*), as type 2 diabetes mellitus potential risk factors, in the present study. Conclusion: The type 2 diabetes mellitus prevalence in the study population was high. Prevention and control of this disease through early detection are essential.

The Burden of Type 2 Diabetes Mellitus and Attributable Risk Factors in Iran, 1990–2019: Results from the Global Burden of Disease Study 2019

Background: This study presents estimates for type 2 diabetes mellitus (T2DM) burden and attributable risk factors in Iran from 1990–2019, using data from the 2019 Global Burden of Disease study. Methods: This study reports prevalence, incidence, death, disability-adjusted life years (DALYs), years of life lost (YLLs), and years lived with disability (YLDs) of T2DM in Iran, by sex, age, and province, from 1990 to 2019. We also present the T2DM burden attributable to risk factors. Results are reported in absolute number and age-standardized rates. Results: Overall, the burden of T2DM had increased greatly since 1990. In 2019, the T2DM incidence and prevalence cases were 291,482 (a 374% increase) and 5,035,012 (a 417% increase) respectively. Moreover, the number of death and DALYs were 14,191 (a 488% increase) and 716,457 (a 417% increase) respectively. DALYs and YLDs in women were consistently higher than men were, whereas women experienced slower increases in YLLs from 1990 to 2019. The age-standardized DALYs rate increased for all Iranian provinces during study period. High body-mass index, ambient particulate matter pollution, and low physical activity remained the three major attributable risk factors in all provinces in 2019. Conclusion: T2DM constitutes a major health burden in Iran. The remarkable upsurge in the T2DM burden represents an ongoing challenge, given the rapidly aging population in Iran. Thus, integrated and multi-sectoral actions that decrease exposure to risk factors and improve the prevention and early diagnosis are needed.

#715 Adiponectin / leptin ratio as an index to determine the risk of metabolic and rejection complications in patients after kidney transplantation

Abstract Background and Aims Adipose tissue, as an endocrine and paracrine organ, produces several hormones that are involved in the regulation of metabolic and inflammatory processes or immune system activity. While leptin is the main pro-inflammatory marker of adipose tissue, adiponectin is characterized by its anti-inflammatory effects. The adiponectin / leptin (A/L) ratio had been shown to correlate better with the occurrence of cardiometabolic risk factors than hormone concentrations alone. Results in the general population suggest that an A/L ratio &amp;gt; 1 can be considered normal, an A/L ratio of 0.5-1 indicates a moderate increase, and an A/L ration &amp;lt; 0.5 a high increase in cardiometabolic risk. The first aim of our study was to determine the risk of developing post-transplant diabetes mellitus (PTDM), prediabetes and other metabolic risk factors in relation to the A/L ratio in patients after kidney transplantation (KT). The second aim was to determine the risk of developing acute graft rejection in relation to the A/L ratio in patients after KT. Method A total of 104 patients were included in our prospective analysis after applying inclusion and exclusion criteria. Pre-transplantation and subsequently at 3, 6 and 12 months after KT, we recorded baseline characteristics of donors and recipients, including parameters characterizing graft function, metabolic (lipid profile, indices of glucose metabolism) and anthropometric parameters. At the same time, we examined serum adipocytokine concentrations (adiponectin, leptin) and calculated the A/L ratio. In the third month after KT, all patients underwent protocol graft biopsy and donor specific antibody (DSA) testing by Luminex method. Results We found that during the follow-up period, there was a significant increase in the A/L ratio in the control group (p = 0.0013) and, on the other hand, a significant decrease in the group who developed PTDM (p = 0.0003). Comparing the different subgroups divided on the A/L ratio one year after KT, we found that patients with an A/L &amp;lt; 0.5 were significantly longer in the dialysis program, had higher body mass index (BMI), waist circumference, worse graft function, and a higher prevalence of prediabetes and PTDM compared with those whose A/L ratio was &amp;gt; 1. Using logistic regression in multivariate analysis, we identified age at the time of KT [OR 1.0709, (p = 0.0337)], triglycerides level at 1 year after KT [OR 2.7735, (p = 0.446)] and A/L ratio &amp;lt; 0.5 [OR 3.1724, (p = 0.014)] as independent risk factors for the development of prediabetes and PTDM 1 year after KT. At the same time, after adjusting for differences in baseline donor and recipient characteristics, we identified the subgroup with an A/L ratio &amp;lt; 0.5 pre-transplant [HR 1.6126, (p = 0.0133)] and 3 months after KT [HR 1.3150, (p = 0.0172)] as an independent risk factor for the development of acute graft rejection. In the subsequent specification of the rejection episode, we found that A/L ratio &amp;lt; 0.5 pre-transplant [HR 2.2353, (p = 0.0357)] and 3 months after KT [HR 3.0954, (p = 0.0237)] is and independent risk factor for the occurrence of acute humoral rejection with DSA positivity. Conclusion In our study, we found that an A/L ratio &amp;lt; 0.5 is an independent risk factor for the development of prediabetes, PTDM 1 year after KT and acute humoral graft rejection with de novo DSA production in the third month after KT. This is the first study to investigate the correlation of the A/L ratio with the risk of developing metabolic and immunological complications in patients after KT.

Lifestyle and metabolic risk factors, and diabetes mellitus prevalence in European countries from three waves of the European Health Interview Survey

Population shift towards healthier lifestyles can help reduce the burden of type 2 diabetes mellitus (DM), therefore understanding and monitoring the lifestyle-related risk factors are crucial for setting up effective preventive strategies and disease management. The present study aimed to explore the changes in prevalence of DM and major risk factors including smoking, physical activity, fruit and vegetable consumption, as well as body mass index (BMI) over three waves of European Health Interview Survey, and to investigate the association between risk factors and presence of DM across 11 European Union member states. Poisson regression models were used to evaluate the association between risk factors and DM, adjusted for demographic and socioeconomic variables. The estimated age-standardized prevalence of DM increased from 7.01% in 2009 to 7.96% in 2019, with substantial increase in subgroups with higher BMI and unhealthy lifestyle including physically inactive people, or current smokers. Obesity and overweight and physical inactivity were significantly associated with DM in all survey waves. Our findings underline that obesity prevention and weight loss promotion along with physical activity promotion are the subject of lifestyle interventions to reduce the burden of DM in EU member states.

A cross-sectional observational study to assess socio-demographic factors in newly diagnosed TB DM comorbidity

Background Tuberculosis (TB) and diabetes mellitus (DM) co-morbidity is one of the rising public health problems. There is growing evidence that DM is an important risk factor for TB. This study was carried out to know the prevalence of DM among newly detected sputum positive pulmonary TB patients registered in District Tuberculosis Centre and to assess the risk factors of DM among TB patients. Methods In a cross-sectional study, newly detected sputum positive pulmonary TB patients were screened for DM (those having symptoms of DM). Furthermore, they were diagnosed by detecting blood glucose levels (≥200 mg/dL). Mean, standard deviation (SD), Chi-squared and Fisher-Freeman-Halton exact tests were used to determine the significant associations. P-values less than 0.05 were considered to be statistically significant. Results A total of 215 TB patients were included in this study. The prevalence of DM among TB patients was found to be 23.7% (2.8% known and 97.8% new cases). Significant associations were found between age (&gt;46 years old), educational status, smoking habits, alcohol consumption, physical activity, presence of DM symptoms and family history of DM. Conclusions Routine screening for DM is mandatory due to its increasing prevalence, which may help in early diagnosis and to reduce complications by proper management that in turn helps in the successful outcome of TB treatment.

OP-005 Risk factors for recurrent gestational diabetes mellitus in multiparous women: a retrospective cohort study

OP-005 Risk factors for recurrent gestational diabetes mellitus in multiparous women: a retrospective cohort study

Dietary Intake and Oral Glucose Tolerance Test Results in Women with Gestational Diabetes

Background/Objective: Diet is a risk factor for gestational diabetes mellitus (GDM). There are few studies on women’s diet and glucose tolerance test (GTT) results during pregnancy. The objective of this study was to evaluate the relationship between one’s previous diet and the number of abnormal values on the diagnostic GTT in women with GDM. We hypothesized that there would be an inverse relation between antioxidant micronutrient consumption and the number of abnormal GTT values. Methods: This cross-sectional study included 60 women diagnosed with GDM (2-h, 75 g-GTT), divided in two groups as follows: 1 abnormal glucose value and 2–3 abnormal values. Shortly after the diagnosis, participants answered a validated food frequency questionnaire to assess their food consumption in the last 6 months. The Mann–Whitney test was used to compare the dietary intake of the participants in the two groups. Results: The participant characteristics were similar. The median intake of total calories, carbohydrates, lipids, and proteins did not differ significantly between groups. Participants with 1 abnormal GTT value had significantly higher intakes of fiber (11.9 vs. 11.0 g/day p = 0.049), vitamin D (40.6 vs. 40.4 mcg/day p = 0.049), and vitamin C (180.0 vs. 151.0 mg/day p = 0.008) than those with 2–3 abnormal values. Conclusions: Our results suggest a possible association between the consumption of fiber and antioxidant micronutrients and the number of abnormal GTT values.

Evaluation of the relationship between left atrial stiffness, left ventricular stiffness, and left atrioventricular coupling index in type 2 diabetes patients: a speckle tracking echocardiography study.

Cardiovascular complications are a leading cause of mortality and disability in individuals with diabetes mellitus (DM). Moreover, DM can directly impact the structure and function of cardiac muscle. We conducted a study to evaluate cardiac stiffness in DM patients in both the left atrium (LA) and left ventricle (LV), as well as to assess the impact of DM on the synchronization of the LA and LV, particularly within the Vietnamese population, utilizing speckle tracking echocardiography (STE). We studied 111 research subjects divided into two groups comprising 52 patients with DM and 59 healthy individuals. All the subjects provided relevant clinical information, and echocardiography was performed to assess the indices of LA stiffness, LV stiffness, and left atrioventricular coupling index (LACI). Our study indicated that DM patients exhibited greater LA and LV stiffness than control patients. The LACI (%) in the DM group was also greater than that in the control group (17.12% ± 6.72% vs. 12.28% ± 3.96%, respectively; p < 0.001). The LACI was positively correlated with the LA and LV stiffness indices. Decreased levels of LV GLS, adjusted for age, sex, blood pressure, and BMI, have emerged as identified risk factors for DM. LA stiffness, LV stiffness, and the LACI are greater in DM patients than in normal individuals.

Risk factors and prediction score for new-onset diabetes mellitus after liver transplantation.

New-onset diabetes mellitus is a frequent and severe complication arising after liver transplantation (LT). We aimed to identify the risk factors for new-onset diabetes mellitus after liver transplantation (NODALT) and to develop a risk prediction score system for relevant risks. We collected and analyzed data from all recipients who underwent liver transplantation at the First Affiliated Hospital of Xi'an Jiaotong University. The OR derived from a multiple logistic regression predicting the presence of NODALT was used to calculate the risk prediction score. The performance of the risk prediction score was externally validated in patients who were from the CLTR (China Liver Transplant Registry) database. A total of 468 patients met the outlined criteria and finished the follow-up. Overall, NODALT was diagnosed in 115 (24.6%) patients. Age, preoperative impaired fasting glucose (IFG), postoperative fasting plasma glucose (FPG), and the length of hospital stay were significantly associated with the presence of NODALT. The risk prediction score includes age, preoperative IFG, postoperative FPG, and the length of hospital stay. The risk prediction score of the area under the receiver operating curve was 0.785 (95% CI: 0.724-0.846) in the experimental population and 0.782 (95% CI: 0.708-0.856) in the validation population. Age at the time of transplantation, preoperative IFG, postoperative FPG, and length of hospital stay were independent predictive factors of NODALT. The use of a simple risk prediction score can identify the patients who have the highest risk of NODALT and interventions may start early.

Prevalence and risk factors of diabetes mellitus among elderly patients in the Lugu community

BACKGROUND Age is a significant risk factor of diabetes mellitus (DM). With the develop of population aging, the incidence of DM remains increasing. Understanding the epidemiology of DM among elderly individuals in a certain area contributes to the DM interventions for the local elderly individuals with high risk of DM. AIM To explore the prevalence of DM among elderly individuals in the Lugu community and analyze the related risk factors to provide a valid scientific basis for the health management of elderly individuals. METHODS A total of 4816 elderly people who came to the community for physical examination were retrospectively analyzed. The prevalence of DM among the elderly was calculated. The individuals were divided into a DM group and a non-DM group according to the diagnosis of DM to compare the differences in diastolic blood pressure (DBP) and systolic blood pressure (SBP), fasting blood glucose, body mass index (BMI), waist-to-hip ratio (WHR) and incidence of hypertension (HT), coronary heart disease (CHD), and chronic kidney disease (CKD). RESULTS DM was diagnosed in 32.70% of the 4816 elderly people. The BMI of the DM group (25.16 ± 3.35) was greater than that of the non-DM group (24.61 ± 3.78). The WHR was 0.90 ± 0.04 in the non-DM group and 0.90 ± 0.03 in the DM group, with no significant difference. The left SBP and SBP in the DM group were 137.9 mmHg ± 11.92 mmHg and 69.95 mmHg ± 7.75 mmHg, respectively, while they were 126.6 mmHg ± 12.44 mmHg and 71.15 mmHg ± 12.55 mmHg, respectively, in the non-DM group. These findings indicate higher SBP and lower DBP in DM patients than in those without DM. In the DM group, 1274 patients were diagnosed with HT, accounting for 80.89%. Among the 3241 non-DM patients, 1743 (53.78%) were hypertensive and 1498 (46.22%) were nonhypertensive. The DM group had more cases of HT than did the non-DM group. There were more patients with CHD or CKD in the DM group than in the non-DM group. There were more patients who drank alcohol more frequently (≥ 3 times) in the DM group than in the non-DM group. CONCLUSION Older adults in the Lugu community are at a greater risk of DM. In elderly individuals, DM is closely related to high BMI and HT, CHD, and CKD. Physical examinations should be actively carried out for elderly people to determine their BMI, SBP, DBP, and other signs, and sufficient attention should be given to abnormalities in the above signs before further diagnosis.

Risk factors for diabetic retinopathy: a case-control study

Risk factors for diabetic retinopathy: a case-control study

Emergence of mucormycosis in post-COVID infections in tertiary care hospital Warangal

ABSTRACT Introduction: Mucormycosis is an emerging fungal infection associated with high mortality, especially in post-COVID state. Mucormycosis, though fungal spores ubiquitous in the environment, is a clinical disease that occurs in immunocompromised conditions. However, the incidence of mucormycosis is enormously increased in post-COVID-19 infections and in those who are immunocompromised. It presents as rhino-orbital-cerebral mucormycosis. The diagnosis is done by KOH mount and culture on Sabouraud dextrose agar (SDA). The identification of post-COVID risk factors, clinical features, and KOH mount helps in early diagnosis. Early treatment helps in preventing progressive tissue invasion, surgical debridement and thus improves the outcome. Aims and Objectives: To establish etiological agents of mucormycosis.To establish the relation of diabetes mellitus, steroid usage, oxygen inhalation, and other risk factors in postCOVID patients suspected with mucormycosis.To study and establish associated high-risk factors for the sudden explosion of mucormycosis cases in post-COVID state. Material and Methods: The study was done on a total of 81 patients of suspected mucormycosis admitted at MGM Hospital and 20 controls of post-COVID patients over a period of 3 months. Demographic features, predisposing conditions, clinical features, culture characters, and radiological features were all obtained and analyzed. Results: The history of diabetes mellitus, steroid usage, and oxygen inhalation were analyzed. Among 81 debrided tissue samples received, 52 were KOH mount positive and out of them only 32 showed growths on SDA. Among them, 9 were Rhizopus, 13 were Mucor, and 10 were other species. Conclusion: Mucormycosis is a rare and uncommon disease in the past; However, in the COVID-19 pandemic, its association with post-COVID state is established. The common presentation of rhino-orbital-cerebral mucormycosis is dreadful; however, early diagnosis and prompt treatment in time will decrease mortality and morbidity remarkably.

Prevalence of gestational diabetes mellitus risk factors in singleton pregnancies obtained by assisted reproductive technology: An observational, retrospective, real-world study from a pregnancy registry

AIMSSeveral studies showed that Assisted Reproductive Technology (ART) could affect gestational diabetes mellitus (GDM) onset. The aim of this study was to estimate the prevalence of GDM risk factors in a cohort of women with singleton pregnancy obtained by ART and complicated by GDM. Maternal and neonatal outcomes were explored. METHODSWe retrospectively collected data of pregnancies of women with singleton pregnancy obtained by ART and complicated by GDM consecutively cared for at a specialized center for diabetes and pregnancy care. Prevalence and combination of GDM risk factors, their combinations and maternal-fetal outcomes were estimated. RESULTSOverall, our cohort included 50 women (mean age of 40.4 ± 4.7 years, mean pre-pregnancy BMI 26.3 ± 6.2 kg/m2). The most frequent GDM traditional risk factors were age ≥ 35 years (94 %), family history of diabetes (44 %), overweight (29 %) and obesity (19 %). Combining risk factors, 5 groups were identified with 1, 2, 3, 4, or 5 risk factors with a prevalence respectively of 28 %, 46 %, 20 %, 4 %, and 2 %. Examining features of the above groups, pre-pregnancy weight (p < 0.0001) and pre-pregnancy BMI (p < 0.0001) statistically significant differed in the 5 groups, increasing with higher numbers of risk factors. Regarding neonatal outcomes only neonatal hypoglycemia (p = 0.03) differed significantly among the groups, with higher percentages in women with higher numbers of combined risk factors. CONCLUSIONPrevalence of GDM traditional risk factors in singleton ART pregnancies complicated by GDM is considerable. Such pregnancies need appropriate clinical attention because of the risk of adverse outcomes.

An optimized diabetes mellitus detection model for improved prediction of accuracy and clinical decision-making

Diabetes Mellitus (DM) is an enduring metabolic illness that disturbs many individuals globally. This study addresses the global impact of Diabetes Mellitus (DM) and emphasizes the critical role of accurate DM detection in early diagnosis, effective treatment, and prevention of complications. The research introduces an optimized DM detection model, the GBM-DRU (Gradient Boosting Machine - Data Reduction Unit) network, which integrates feature engineering and ensemble learning techniques to enhance prediction accuracy and support clinical decision-making. The GBM-DRU network combines the powerful gradient boosting machine algorithm with a data reduction unit (DRU) for efficient feature selection, reducing dimensionality and improving computational efficiency. Feature engineering enhances discriminatory power, while ensemble learning methods, including bagging and boosting, improve overall model performance. Rigorous experiments on a comprehensive dataset of DM patients demonstrate that the proposed approach outperforms existing models in terms of accuracy, sensitivity, specificity, and AUC-ROC. The optimized model provides valuable insights into feature importance, aiding clinical decision-making and deepening the understanding of DM risk factors. Therefore, the GBM-DRU network, utilizing feature engineering and ensemble learning, presents a viable approach to precise diagnosis of diabetes mellitus, with favorable implications for patient outcomes, disease control, and public health campaigns. The improved prediction accuracy, feature interpretability, and clinical decision support capabilities of the model may have a beneficial effect on public health campaigns, disease management, and patient outcomes.

A Holistic Review of Rosacea and Its Association with Cardiovascular Diseases

Rosacea is a chronic inflammatory dermatological condition with different clinical phenotypes, usually diagnosed clinically and treated with systemic and topical medications. Rosacea is one of the skin conditions that is often believed to just have cutaneous manifestation, but it is actually a systemic condition that affects many different systems. The correlation between rosacea and a variety of comorbidities, including depression, gastrointestinal disorders, migraines, autoimmune conditions, and cardiovascular diseases (CVD) are noted in many different studies. There are numerous risk factors for CVD, including hypertension (HTN), diabetes mellitus (DM), metabolic syndrome (MS), and dyslipidemia. CVD has a high mortality rate and should not be overlooked. Rosacea patients must receive the appropriate education regarding the management of CVD risk factors in addition to rosacea. We thought it was important to conduct a literature review to investigate the association between rosacea and the risk factors associated with CVDs, since both conditions are chronic and involve the interaction of genetic and inflammatory factors. The purpose of this narrative review is to overview rosacea, draw attention to the cardiovascular risk that rosacea patients face, and alert dermatologists, cardiologists, and primary care physicians to the need for immediate risk factor treatment.