Purdue University Graduate School

Effects of Daily Almond Consumption on Glycemia In Adults with Elevated Risk for Diabetes

Accumulating evidence suggests a potential role for almond consumption in ameliorating post-prandial glycemia. Yet their effect on HbA1c, an indicator of long-term glycemic control, is mixed. The purpose of this study was to examine the potential of sustained almond consumption to reduce HbA1c concentrations among individuals with elevated HbA1c concentrations. A 16-week randomized, parallel-arm, controlled trial was conducted. Eighty-one adults with elevated HbA1c concentrations (>5.7%) were randomly assigned to incorporate two servings (2 oz) of raw almonds (A group; N=39) or energy-matched snacks (pretzels C group; N=42) into their daily diets. Half of these intervention foods were to be ingested at breakfast and the other half as a replacement for either a mid-morning or mid-afternoon snack. Throughout the intervention period, measurements were made of body weight, body composition, plasma lipids, HbA1c, alpha and gamma-tocopherol, glycemia (by meal tolerance test) and continuous glucose monitoring, dietary intake, and hedonic responses to test foods at stipulated time points. Participants consuming almonds ingested 253 kcal/d more than participants in the control group (p=0.02), but this did not result in a significant difference in body weight (A: 0.2kg SEM ±0.5, C: 0.4kg SEM ±0.5); p>0.05). No statistically significant differences were observed in HbA1c concentrations (A: 0.1% SEM ±0.1, C: 0% SEM ±0.1; p>0·05), blood chemistries, body composition, or glycemia over time or between groups. However, Healthy Eating Index scores improved within the almond group as compared to the control group (A: 8.3 points SEM ±1.9, C: -2.3 points SEM ±2.1; p<0.001). Additionally, the hedonic rating of almonds did not decline within the almond group in comparison to the control group's reduced liking of the pretzel snack. Alpha-tocopherol increased significantly, and gamma-tocopherol tended to decrease in the almond group, indicating compliance with the dietary intervention. Overall, daily ingestion of 2 oz of raw almonds in a regular diet for 16 weeks did not alter short-term or longer-term glycemia or HbA1c concentrations in adults with elevated HbA1c concentrations, but they were well-tolerated and improved diet quality without promoting weight gain.

Almond Board of California

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  • Doctor of Philosophy
  • Nutrition Science

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  • West Lafayette

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Additional committee member 2, additional committee member 3, additional committee member 4, usage metrics.

  • Health management

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Care of Diabetes and the Sacrifice of Evidence-Based Medicine and Health Equity

Affiliation.

  • 1 Chinle Comprehensive Healthcare Facility, Chinle, AZ, USA. [email protected].
  • PMID: 38981942
  • DOI: 10.1007/s11606-024-08907-3

The American Diabetes Association and the European Association for the Study of Diabetes published a 2022 consensus report recommending changes in diabetes care. This Perspective raises three concerns: with how the report summarizes evidence, how it frames the social determinants of health (SDOH), and with its transnational composition and conflicts of interest. The Perspective analyzes three new clinical recommendations that change the role of metformin from first-line therapy to a first-line option, for the inclusion of weight management as a co-primary treatment goal with glycemic control for patients without cardiac or renal complications, and for addition of the SDOH as a universal component of diabetes care together with lifestyle changes and self-management support. The Perspective considers how the poor evidence assessments of the recommendations and the imprecise framing of the SDOH introduce bias. The composition of the panel's membership poorly represents and accounts for the challenges faced by vulnerable US communities or safety net providers. The report is placed in a historical context for diabetes of organized medicine's failures to overcome prejudices and promote health equity. The Perspective concludes that the report perpetuates a pattern of prejudice within organized medicine at the expense of scientific precision and health equity.

© 2024. This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply.

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  • Davies MJ, Aroda VR, Collins BS, et al. Management of hyperglycemic in type 2 diabetes, 2022. A consensus report by the American Diabetes Association (ADA) and the European Association for the study of Diabetes (EASD). Diabetes Care. 2022;45:2753-2786. - DOI - PubMed - PMC
  • Davies MJ, Aroda VR, Collins BS, et al. Management of hyperglycemic in type 2 diabetes, 2022. A consensus report by the American Diabetes Association (ADA) and the European Association for the study of Diabetes (EASD). Diabetologia. 2022;65:1925-1966. - DOI - PubMed - PMC
  • ElSayed NA, Aleppo G, Aroda VR, et al. 9. Pharmacologic approach to glycemic treatment: standards of care in diabetes – 2023. Diabetes Care. 2023;46(Suppl 1):S140-S157. - DOI - PubMed
  • American Diabetes Association Professional Practice Committee. 9. Pharmacologic approach to glycemic treatment: standards of care in diabetes – 2024. Diabetes Care. 2024;47(Suppl 1):S158-S178. - DOI
  • Centers for Disease Control and Prevention, National Diabetes Statistics Report. Published June 29, 2022. Available at: https://www.cdc.gov/diabetes/data/statistics-report/index.html . Accessed September 23, 2023.

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Open Access

Peer-reviewed

Research Article

Non-diabetes status after diagnosis of impaired glucose tolerance and risk of long-term death and vascular complications: A post hoc analysis of the Da Qing Diabetes Prevention Outcome Study

Roles Formal analysis, Project administration, Writing – original draft, Writing – review & editing

Affiliation Endocrinology Centre, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China

Roles Funding acquisition, Investigation, Project administration

Affiliation Department of Cardiology, Da Qing First Hospital, Da Qing, China

Roles Formal analysis, Investigation, Validation

Roles Investigation

Affiliation Department of Endocrinology, China-Japan Friendship Hospital, Beijing, China

Roles Project administration

Affiliation Division of Non-Communicable Disease Control and Community Health, Chinese Center for Disease Control and Prevention, Beijing, China

Affiliation Department of Neurosurgery, Da Qing First Hospital, Da Qing, China

Roles Funding acquisition, Project administration

* E-mail: [email protected] (YC); [email protected] (GL)

Roles Data curation, Formal analysis, Funding acquisition, Project administration, Validation, Writing – review & editing

ORCID logo

  • Xin Qian, 
  • Jinping Wang, 
  • Qiuhong Gong, 
  • Yali An, 
  • Xinxing Feng, 
  • Siyao He, 
  • Xiaoping Chen, 
  • Wenjuan Wang, 
  • Lihong Zhang, 

PLOS

  • Published: July 9, 2024
  • https://doi.org/10.1371/journal.pmed.1004419
  • Reader Comments

Table 1

The association between years of non-diabetes status after diagnosis of impaired glucose tolerance (IGT) and the risk of long-term death and cardiovascular outcomes needed to be clarified.

Methods and findings

In this post hoc analysis, we included 540 individuals with IGT who participated in the original Da Qing Diabetes Prevention Study (DQDPS). In the DQDPS, all participants were diagnosed with IGT by a 75 g oral glucose tolerance test and randomized to intervention or control groups with a 6-year lifestyle intervention trial. After the completion of the trial, death, cardiovascular events, and microvascular complications were monitored over a 30-year follow-up. In this post hoc analysis, the Cox analysis assessed the extended risk of these outcomes in individuals who either remained non-diabetes status or progressed to diabetes at the end of 2, 4, and 6 years after diagnosis of IGT. In all participants, the difference in the cumulative incidence rate of the outcomes between the diabetes and non-diabetes group gradually increased over 30 years. Compared with the diabetes group, a significantly lower risk of all-cause death (hazard ratio [HR]: 0.74; 95% confidence interval [CI]: 0.57 to 0.97, p = 0.026), cardiovascular events (HR: 0.63; 95% CI: 0.49 to 0.82, p < 0.001), and microvascular complications (HR: 0.62; 95% CI: 0.45 to 0.86, p = 0.004) first emerged in individuals who remained non-diabetes at the 4 years visit, whereas the significant risk reduction in cardiovascular death was first observed at the end of 6 years (HR: 0.56; 95% CI: 0.39 to 0.81, p = 0.002) after adjustment for age, sex, smoking status, BMI, systolic blood pressure, blood glucose, total cholesterol, intervention, and medications (including insulin plus oral hypoglycaemics, antihypertensives, and lipid-lowering agents). The results in the original intervention group alone were similar to the whole group. The main limitations of our study are the limited number of participants and the sole ethnicity of the Chinese population.

Conclusions

In this study, we observed that maintaining several years of non-diabetes status after IGT diagnosis was associated with a significant reduction in long-term risk of death and vascular complications, and for most of these outcomes, maintaining at least 4 years of non-diabetes status may be needed to achieve a significant risk reduction.

Author summary

Why was this study done.

  • Lifestyle intervention can reduce or delay the incidence of diabetes in people with impaired glucose tolerance (IGT).
  • Major lifestyle intervention trials have shown that lifestyle intervention can improve microvascular complications and some cardiovascular risk factors.
  • To the best of our knowledge, no study has reported the relationship between long-term outcomes and duration of maintaining non-diabetes status after a diagnosis of IGT which may be influenced by the duration of lifestyle intervention, after IGT diagnosis.

What did the researchers do and find?

  • We conducted a post hoc analysis of the China Da Qing Diabetes Prevention Study (DQDPS), a 6-year lifestyle intervention trial in people with IGT.
  • In this study, we included 540 individuals with IGT and assessed the long-term risk of mortality, macro- and microvascular diseases between those who remained non-diabetes status or not at the end of 2, 4, and 6 years visit after diagnosis of IGT.
  • Our analyses showed that individuals who remained non-diabetic for at least 4 years after being diagnosed with IGT had a significantly lower risk of all-cause death, cardiovascular events, and microvascular complications compared with those who progressed to diabetes. However, this effect was not observed in individuals who remained non-diabetic for a shorter period.

What do these findings mean?

  • This post hoc analysis suggests that a longer duration of non-diabetes status in those with IGT has beneficial health outcomes and reduces mortality.
  • The implementation of effective interventions targeting those with IGT should be considered as part of preventative management for diabetes and diabetes-related vascular complications.
  • The main limitations of this study are the limited number of participants and the sole ethnicity of the Chinese population.

Citation: Qian X, Wang J, Gong Q, An Y, Feng X, He S, et al. (2024) Non-diabetes status after diagnosis of impaired glucose tolerance and risk of long-term death and vascular complications: A post hoc analysis of the Da Qing Diabetes Prevention Outcome Study. PLoS Med 21(7): e1004419. https://doi.org/10.1371/journal.pmed.1004419

Received: February 4, 2024; Accepted: May 23, 2024; Published: July 9, 2024

Copyright: © 2024 Qian et al. This is an open access article distributed under the terms of the Creative Commons Attribution License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Data Availability: Data cannot be shared publicly because of ethical reasons pertaining to patient confidentiality. De-identified participant data are available for researchers who meet the requirements for access to confidential patient data and after approval from the Study Steering Committee of the Da Qing Diabetes Study. Data requestors will be required to sign a data access agreement before data are released. Request for access to data can be made to the Study Steering Committee of the Da Qing Diabetes Study, Fuwai Hospital ( [email protected] ).

Funding: This work was supported by from 1986 to 1992 by the World Bank, the Ministry of Public Health of the People’s Republic of China (to GL), and Da Qing First Hospital (to JW); from 2004 to 2009 by the US Centers for Disease Control and Prevention (CDC)–WHO Cooperative Agreement (to GL, grant number: U58/CCU424123–01–02), China–Japan Friendship Hospital (to GL), and Da Qing First Hospital (to JW); from 2015 to 2018 by the US CDC–Chinese Center for Disease Control and Prevention Cooperative Agreement (to GL, grant number: 5U19GH000636–05), National Center for Cardiovascular Diseases & Fuwai Hospital (to GL), China–Japan Friendship Hospital (to GL), and Da Qing First Hospital (to JW); and in 2020 by Chinese Academy of Medical Sciences, Innovation Fund for Medical Sciences (to YC, grant number: 2020-I2M-2-006). The funders had no role in any aspect of the study design, the collection, analysis, and interpretation of data, or in the development of the manuscript.

Competing interests: The authors have declared that no competing interests exist.

Abbreviations: CI, confidence interval; CVD, cardiovascular disease; DPPOS, Diabetes Prevention Program Outcomes Study; DPS, Diabetes Prevention Study; DQDPS, Da Qing Diabetes Prevention Study; HR, hazard ratio; IGT, impaired glucose tolerance; LSM, lifestyle intervention modification; NGT, normal glucose tolerance; OGTT, oral glucose tolerance test

Introduction

Type 2 diabetes is associated with an increased risk of death, disability, and fatal vascular complications and poses a significant economic burden on individuals and societies worldwide [ 1 ], especially in China [ 2 ]. Researchers have made extensive efforts to prevent diabetes and obtained strong evidence and important achievements that have changed our knowledge of whether diabetes can be prevented. Among individuals with impaired glucose tolerance (IGT), lifestyle interventions (diet and/or exercise) are feasible and effective in delaying and decreasing the incidence of diabetes [ 3 ] and are more effective than metformin in high-risk populations [ 4 ].

The 3 “landmark” diabetes prevention studies reported long-term follow-up outcomes in individuals with IGT after lifestyle or metformin intervention. The Diabetes Prevention Program Outcomes Study (DPPOS) found that during a 21-year follow-up period, regression to normal glucose tolerance (NGT) was associated with a lower prevalence of microvascular diseases [ 5 ], whereas neither metformin nor lifestyle intervention reduced cardiovascular events [ 6 ]. The Finnish Diabetes Prevention Study (DPS) found no reduction in cardiovascular morbidity in individuals with IGT during the first 10-year follow-up [ 7 ]. The Da Qing Diabetes Prevention Study (DQDPS) and Outcomes Study (DQDPOS) found that lifestyle modifications were associated with all-cause and cardiovascular disease (CVD)-related deaths [ 8 ]. A recent study reported that the incidence of all-cause death, cardiovascular death, CVD events, and composite microvascular complications in a lifestyle intervention group was significantly lower than that in controls [ 9 ].

The American Diabetes Association released the “Prevention or Delay of Type 2 Diabetes and Associated Comorbidities: Standards of Care in Diabetes—2023” [ 10 ], which reported that lifestyle intervention in individuals with a high risk of type 2 diabetes affected the risk of CVD [ 11 ] and reduced the risk of long-term microvascular in the DPPOS and DQDPS [ 12 , 13 ]. The effect of lifestyle interventions on the prevention of CVD and death has also been demonstrated in the DQDPOS [ 8 , 9 ]. However, these clinical practice recommendations do not specify the target number of years for delaying the onset of diabetes through lifestyle interventions to prevent the associated comorbidities.

The present analysis focused on exploring the association between maintaining a non-diabetes status (remaining IGT or regression to NGT) after IGT diagnosis and the long-term risk of death and diabetes-related vascular complications. To our knowledge, this is the first study that investigates the association between the diabetes-free years after diagnosis of IGT and the risk of long-term death and cardiovascular outcomes. It may provide evidence to support the target number of years for delaying the onset of diabetes through lifestyle interventions to prevent associated comorbidities.

Study design and participants

In this post hoc analysis, all 540 participants with IGT were recruited from the original DQDPS. At the beginning of the DQDPS, among the 110,660 residents of Da Qing City in 1986, all participants were assessed for glucose tolerance status based on the results of a standard 75 g oral glucose tolerance test (OGTT) according to the 1985 World Health Organization diabetes criteria [ 14 ]. From 1986 to 1992, 576 individuals diagnosed with IGT in 1986 participated in a lifestyle intervention trial consisting of 438 participants in the intervention group and 138 in the control group [ 3 ]. During this period, OGTTs were performed to systematically assess diabetes status at the end of 2, 4, and 6 years after diagnosis of IGT. These 3 years were referred to as the 3 key point years. In between those times, diabetes was diagnosed by physicians during regular clinical visits. In the intervention group, lifestyle intervention was continued for another 2 years in individuals who remained non-diabetes status (remaining IGT or regression to NGT) at a key point year of the trial until they progressed to diabetes or reached the end of 6 years. The intervention was discontinued in individuals who progressed to diabetes at any time. If individuals progressed to diabetes at any stage of the trial, regardless of whether they were assigned to the intervention or non-intervention group, they were instructed to receive routine treatment for diabetes at their local health facilities according to the Chinese Diabetes Treatment Guidelines. Follow-up studies to trace clinical outcomes were conducted at 20, 23, 30, and 34 years after enrolment. During the over 30-year follow-up study, 36/576 (6.3%) participants were lost to follow-up, and 31/36 (86%) were lost during the first 6 years (1986 to 1992).

Ethics statements

This study was approved by the Ethics Committee of Fuwai Hospital (approval number: 2020–1390). All participants or the representatives of the deceased participants provided written informed consent.

The definitions of the outcomes were consistent with those of previous reports [ 9 , 15 ]. CVD events included coronary heart disease, hospitalization for heart failure, and non-fatal or fatal strokes. Coronary heart disease was defined as non-fatal or fatal myocardial infarction or sudden death. Composite severe microvascular disease was the aggregate outcome of retinopathy, nephropathy, and neuropathy. Retinopathy was defined as a history of photocoagulation, blindness due to retinal disease, or proliferative retinopathy. Nephropathy was defined as a history of end-stage renal disease, renal dialysis, renal transplantation, or death due to chronic kidney disease. Neuropathy was defined as a history of leg, ankle, or foot ulceration; gangrene; or amputation. Cardiovascular death was defined as death due to myocardial infarction, sudden death, heart failure, or stroke. Medical records and death certificates were reviewed to determine causes of death. For each outcome, onset was defined as the earliest date of recognition of the outcome. This information was first derived from interviews using standardized questionnaires and then verified by medical records and/or death certificates. Two physicians who were blinded to the participants’ trial assignments independently adjudicated the outcomes.

Statistics analyses

In this post hoc analysis, a three-step analysis was performed to investigate the association between years of maintaining a non-diabetes status (remaining IGT or regression to NGT) during the trial and the risk of clinical outcomes. To explore the minimum years of maintaining non-diabetes status after diagnosis of IGT related to the long-term risk of outcomes, we compared the data between the non-diabetes and diabetes groups which were identified at the 3 prespecified key point visits of the original DQDPS and referred them to as Steps 1, 2, and 3, respectively. The first key point year was at the end of 2 years after diagnosis of IGT (1986 to 1988); the second one was at the end of 4 years (1986 to 1990); the third one was at the end of 6 years (1986 to 1992). In Step 2, the analysis included the participants in Step 1, and in Step 3, the analysis included the participants in Steps 1 and 2. The reason for these “three key points” was that the prespecified systemic OGTT, which aimed to assess diabetes status, was repeated at these years during the 6-year trial. The three-step analyses were individually performed to determine the earliest period at which a significant risk reduction in outcomes was observed between the non-diabetes and diabetes groups. To further explore the influence of maintaining a non-diabetes status on the long-term risk of outcomes considering the lifestyle intervention, the same analysis was completed in the original intervention group alone.

Missing data of baseline characteristics were imputed multiple times to provide appropriate estimates within participants ( Table 1 ). The average baseline values, such as blood lipid levels, were calculated using the available data. Baseline characteristics are expressed as means ± standard deviations or interquartile ranges (25th to 75th percentiles) for continuous characteristics and numbers and percentages (%) for categorical characteristics. For comparisons, the t test was used to analyze data with a normal distribution, the Wilcoxon rank-sum test was used to analyze data with a right-skewed distribution, and the chi-squared test was used to analyze categorical variables. Cox model analysis was performed to evaluate the hazard ratios (HRs) and 95% confidence intervals (CIs) for each outcome between the non-diabetes and diabetes groups. The timescales of the outcomes were assessed from the 3 key point years (1988, 1990, and 1992) to the end of follow-up (2020), with 32-, 30-, and 28-year follow-up times, respectively. The potential confounders were age, sex, smoking status, BMI, blood pressure, total cholesterol levels, blood glucose, medications, and intervention. The medications used for hypoglycaemia, hypertension, and dyslipidaemia, were summed up over the 30-year follow-ups. The cumulative incidence of all outcomes for the non-diabetes and diabetes groups at each key point year was demonstrated using Kaplan–Meier curves.

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https://doi.org/10.1371/journal.pmed.1004419.t001

Statistical significance was set at a two-sided p -value of less than 0.05. Data analyses were performed using SAS version 9.4 (SAS Institute, Cary, North Carolina, United States of America) and Stata 16.0 SE (Stata Corp., College Station, Texas, USA).

At the end of 1988, 539 participants remained alive, with 70 having diabetes and 469 remaining non-diabetes. At the end of 1990, 176 of the 533 participants had been diagnosed with diabetes and 357 had not. At the end of 1992, 520 patients were alive, including 254 who progressed to diabetes and 266 who did not ( Table 1 ).

Compared with individuals remaining non-diabetes status for 2 years, those who were identified as having diabetes during the same period had higher glucose levels ( p < 0.01). Compared with individuals remaining non-diabetes status for 4 years, those with diabetes had a higher BMI, blood pressure, plasma glucose levels, and percentage of smokers ( p < 0.05). Compared with individuals remaining non-diabetes status for 6 years, those with diabetes had higher total cholesterol levels and more frequent use of insulin or oral hypoglycaemics ( p < 0.05) and a higher BMI, blood pressure, glucose levels, and percentage of smokers ( p < 0.05) ( Table 1 ). Over the 30-year follow-up period, 54%, 49%, and 44% of the patients received medications for the treatment of hyperglycaemia, hypertension, and dyslipidaemia, respectively.

Table 2 shows the influence of the years of maintaining a non-diabetes status after diagnosis of IGT on death and vascular complications in all participants. At the end of the key point of 2 years, there was no significant difference in death and vascular complication rates per 1,000 person-years between those who remained non-diabetes for 2 years and those who progressed to diabetes during the same period ( p > 0.05). HRs (non-diabetes versus diabetes) for all-cause and CVD death were 0.82 (95% CI: 0.59 to 1.15, p = 0.25) and 0.998 (95% CI: 0.60 to 1.66, p = 0.99), respectively, and macro- and microvascular complications were 0.91 (95% CI: 0.65 to 1.27, p = 0.57) and 0.77 (95% CI: 0.50 to 1.18, p = 0.23), respectively ( Fig 1A ).

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(A) At the end of 2 years, (B) at the end of 4 years, and (C) at the end of 6 years. IGT, impaired glucose tolerance; CVD, cardiovascular disease. At the end of 2 years: during the period from 1986 to 1988; at the end of 4 years: during the period from 1986 to 1990; at the end of 6 years: during the period from 1986 to 1992; non-diabetes included individuals remaining IGT or regression to normal glucose tolerance; diabetes included individuals who progressed to diabetes. HRs were calculated after adjustment for age, sex, smoking status, BMI, systolic blood pressure, total cholesterol, blood glucose, intervention, and medications (including insulin plus oral hypoglycaemics, antihypertensives, and lipid-lowering agents).

https://doi.org/10.1371/journal.pmed.1004419.g001

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https://doi.org/10.1371/journal.pmed.1004419.t002

At the end of key point of 4 years, the rates of vascular complications in individuals remaining non-diabetes status were lower than in those who progressed to diabetes. The rates per 1,000 person-year were 26.2 (22.6 to 30.3) versus 40.7 (34.1 to 48.6) for cardiovascular events and 14.9 (12.4 to 17.9) versus 21.9 (17.5 to 27.5) for microvascular disease (all p < 0.05), respectively. The long-term risk of all-cause death decreased by 26% among individuals remaining non-diabetes for 4 years, even after adjustment for age, sex, smoking status, BMI, blood pressure, total cholesterol levels, blood glucose, medications, and intervention (HR: 0.74; 95% CI: 0.57 to 0.97; p = 0.026). The risk of vascular complications decreased by 40% in these individuals (HR: 0.63; 95% CI: 0.49 to 0.82; p < 0.001 and HR: 0.62; 95% CI: 0.45 to 0.86; p = 0.004 for macro- and microvascular complications, respectively [ Fig 1B ]).

At the end of the key point of 6 years, the rates per 1,000 person-years for death and vascular complications were significantly different between individuals remaining non-diabetes status for 6 years and those who progressed to diabetes (all p < 0.05). Among these, a significant reduction in all-cause death and vascular complications persisted, as observed at the end of the key point of 4 years. The risk of cardiovascular death first decreased significantly by 44% (HR: 0.56; 95% CI: 0.39 to 0.81) after adjustment for confounders ( p = 0.002) ( Fig 1C ). At the end of 6 years, the risk of each outcome was 40% lower in the non-diabetes group than in the diabetes group, even after adjusting for medications (all p < 0.01) ( Table 2 ).

Fig 2 shows the log-rank p -values of the cumulative incidence of CVD events and death between the non-diabetes and diabetes groups at the end of 4 years ( Fig 2A and 2B ) and at the end of 6 years ( Fig 2C and 2D ) at different follow-up years. At the end of 4 years, the log-rank p -values for CVD events were 0.13 and 0.005 at 20 and 25 years of follow-up, respectively ( Fig 2A ). At the end of 6 years, the log-rank p -value for CVD events was 0.0467 over 15 years of follow-up ( Fig 2C ). For cardiovascular death, the log-rank p -value was less than 0.05 only at the end of 6 years over the 28-year follow-up period ( Fig 2B and 2D ).

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(A) CVD events at the end of 4 years, (B) CVD death at the end of 4 years, (C) CVD events at the end of 6 years, and (D) CVD death at the end of 6 years. CVD, cardiovascular disease. At the end of 2 years: during the period from 1986 to 1988; at the end of 4 years: during the period from 1986 to 1990; at the end of 6 years: during the period from 1986 to 1992; non-diabetes included individuals remaining IGT or regression to normal glucose tolerance; diabetes included individuals who progressed to diabetes.

https://doi.org/10.1371/journal.pmed.1004419.g002

Table 3 shows the influence of the years of maintaining a non-diabetes status after diagnosis of IGT on death and vascular complications in the original intervention group. The results were consistent with those in the whole study population. At the end of 2 years, the risk of each outcome reduced; however, the changes were not statistically significant ( p > 0.05). At the end of 4 years, the risk of all-cause death (HR: 0.71; 95% CI: 0.52 to 0.96; p = 0.026) and vascular complications (HR; 0.59; 95% CI: 0.43 to 0.80; p = 0.001 and HR: 0.61; 95% CI: 0.42 to 0.90; p = 0.012 for macro- and microvascular disease, respectively) was lower in individuals who remained non-diabetes status than in those who progressed to diabetes. These differences persisted at the end of 6 years. At the end of 6 years, the risk of cardiovascular death reduced by 50% (HR: 0.52; 95% CI: 0.33 to 0.80; p = 0.003). The baseline clinical characteristics are shown in S1 Table .

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https://doi.org/10.1371/journal.pmed.1004419.t003

The post hoc analysis demonstrated that the risk of long-term outcomes in participants with IGT who remained non-diabetes status for at least 4 years decreased gradually and significantly compared with those who progressed to diabetes during the same period, if individuals were followed up for a sufficiently long period. Over 28 years of follow-up, a significant reduction in the risk of cardiovascular death was found in individuals remained non-diabetes status for 6 years after being diagnosed with IGT. Similar results were founded in the original intervention group alone, maintaining 6 years of non-diabetes status was needed to reduce the long-term risk of outcomes, including cardiovascular mortality, significantly.

To the best of our knowledge, this post hoc analysis is the first to report the relationship between the years of maintaining a non-diabetes status after diagnosis of IGT and the risk of long-term outcomes. The question of how many years of remaining non-diabetes status after diagnosis of IGT are needed to reduce their long-term CVD risk has continuously plagued diabetologists. The present analysis demonstrated that the 30-year risks of macro- and microvascular complications, and all-cause death were reduced by 37%, 38%, and 26% in individuals remaining non-diabetes status at the end of 4 years visit during the trial, respectively, compared with those who progressed to diabetes during the same period. A significant reduction in the risk of cardiovascular death was observed in individuals remaining non-diabetes at the end of 6 years visit. These results suggest that in high-risk diabetic populations, a “4-year threshold” existed in the duration of maintaining a non-diabetes status and exceeding this “threshold” may reduce the risk of death and vascular complications. Therefore, the present study reminds us that in Chinese adults, the prevention of diabetes by lifestyle modification in individuals with IGT requires the maintenance of non-diabetes status for at least 4 years if it aims to reduce the long-term subsequent risk of vascular complications and all-cause death. For cardiovascular death, no less than 6 years of maintaining a non-diabetes status after the diagnosis of IGT is needed.

As previous trials have proved that intervention can delay and reduce diabetes, the intervention influenced the duration of progression from IGT to diabetes during which the intervention trial’s length plays a vital role. Compared with the DPP and DPS, the DQDPS had the longest lifestyle prevention trial (median: 6 [DQDPS] versus 3.5 [DPP] and 4 [DPS] years) as it recorded the OGTT results every 2 years (from the beginning to the end of the trial, 0 to 6 years) and the non-diabetes status period in detail. The long-term follow-up period was over 30 years in the DQDPS. These data made it possible to investigate the association between years of maintaining non-diabetes status after diagnosis of IGT and the long-term risk of outcomes. In this post hoc analysis, a significant reduction in the long-term risk of death and vascular complications occurred in individuals who remained non-diabetes status for 4 or 6 years after being diagnosed with IGT during the trial. This result indicates that to reduce long-term adverse outcomes, maintaining several years of a non-diabetes status is needed in individuals with IGT. This study aimed to address the question of how non-diabetes status diagnosed at various stages of a lifestyle intervention trial (i.e., the time from entry) may be significantly associated with a reduced risk of subsequent adverse clinical outcomes, such as cardiovascular events and death. It may potentially inform the design of future diabetes prevention studies targeted at reducing risk of progression to diabetes and improving risk of long-term adverse clinical outcomes.

Although extremely important, the years of maintaining a non-diabetes status after diagnosis of IGT is only one of the most important factors influencing the risk of long-term outcomes. The mechanisms underlying the different long-term outcomes are complex. The DPPOS discussed the influence of post-trial overuse of medication for the treatment of hypertension, hyperglycaemia, and dyslipidaemia on outcomes, which may mask the beneficial influence of lifestyle interventions on these outcomes [ 16 ]. The present post hoc analysis revealed that the reduction in the risk of vascular complications remained significant after adjusting for medications. Additionally, compared with participants in the DPPOS and DPS, those in the DQDPS were younger (45.2 ± 9.3 [DQDPS] versus 50.5 ± 11 [DPPOS] and 55 ± 7 [DPS] years), had a lower percentage of female (45.8% [DQDPS] versus 68.5% [DPPOS] and 67.1% [DPS]), and had a lower BMI (25.7 ± 7.6 [DQDPS] versus 34 ± 6.7 [DPPOS] and 31.5 ± 4.5 [DPS] kg/m 2 ) [ 17 ]. These differences in the ethnicity of the studied populations and the intensity of the intervention may have contributed to the outcomes. Nevertheless, the difference in the duration of lifestyle interventions among the 3 diabetes prevention studies remains one of the most important differences [ 3 , 4 , 18 ]. Therefore, one possible explanation is that the different durations of the interventions across the three studies may have affected the years of maintaining a non-diabetes status, which is associated with the long-term risk of death and vascular complications. An intervention that lasts for several years is needed to observe its apparent effects on death and vascular complications; however, it is difficult to establish a control group and implement long-term follow-up.

We recently reported that about 90% of the participants in DQDPS progressed to diabetes during the 20 years follow-up period. Furthermore, the China Diabetes Prevention Program (CDPP) reports that currently Chinese with prediabetes face a high risk of developing diabetes and the initial combination of metformin and lifestyle intervention modification (LSM) showed a better effect of preventing diabetes than LSM alone [ 19 ]. Therefore, it may be logical to assume that the combined use of metformin and LSM may be more effective in prolonging diabetes free time.

The question arises as to why remaining several years of non-diabetes status after diagnosis of IGT can affect clinical outcomes over decades of follow-up. Studies on diabetes have demonstrated that strict, early, glycaemic control can improve long-term adverse outcomes through a phenomenon called the “legacy” effect. The 10-year post-trial follow-up of the United Kingdom Prospective Diabetes Study showed that the risk of myocardial infarction and all-cause death was continuously lower in both intensive management groups compared with the standard management group in participants with newly diagnosed type 2 diabetes [ 20 ]. This demonstrates that early improvements in glycaemic control have a legacy effect, which reduces the risk of coronary events and death from any cause. A similar legacy effect has been demonstrated in 3 studies on diabetes prevention. These studies showed that the effect of a 3- to 6-year lifestyle intervention on diabetes prevention extended to a post-trial follow-up period of more than 10 years [ 21 – 23 ]. Our previous study reported that the median delay in diabetes duration in individuals who remained non-diabetes status for 6 years was 17 years [ 15 ]. Hence, it is easy to understand why time-limiting lifestyle interventions decrease the subsequent long-term risk of adverse clinical outcomes.

Follow-up time is another important factor in determining the positive association between vascular complications and death and maintaining non-diabetes time. Compared with the DPPOS (21-year follow-up) and DPS (13-year follow-up), the DQDPS had a follow-up time of more than 30 years. In the DQDPS, a significant reduction in the long-term risk of vascular complications and death did not occur in the same follow-up period as DPPOS, but gradually. The incidence in microvascular complications [ 13 ], death (cardiovascular and all-cause) [ 8 ], and all micro- and macrovascular complications and death [ 9 ] was significantly reduced in the 20-, 23-, and 30-year follow-up studies, respectively. Furthermore, in a 30-year follow-up study, individuals who still had IGT at the end of a 6-year trial had significantly lower incidences of death and vascular complications than those who developed diabetes [ 15 ]. This shows that a short follow-up period may not elucidate the “real” result of vascular outcomes, which needs a decades-long post-trial follow-up. Our post hoc analysis explored the combined influence of maintaining non-diabetes time (4 to 6 years) and post-trial follow-up (>30 years) on death and macrovascular complications. To prevent diabetes among the Chinese IGT population, maintaining a non-diabetes status for a minimum of 4 years combined with 25 years of post-trial follow-up may be needed to reduce the risk of macrovascular complications and death significantly. Concerning Western populations, which usually have a higher BMI than Asian populations, the number of years of maintaining a non-diabetes status after diagnosis of IGT are required to reduce the risk of these clinical outcomes remains under investigation.

The original lifestyle intervention group’s results were similar to those of the entire study population. The HRs (non-diabetes versus diabetes group) for all outcomes at the end of 2, 4, and 6 years in the original intervention group were lower than those in the entire group. Although the underlying mechanism is unclear, the difference in long-term diabetes status transformation between individuals with or without intervention may be involved. To some degree, the intervention-induced longer maintenance of non-diabetes status may contribute to the association with the risk reduction.

This post hoc analysis has several strengths. First, the data used in this study are from the world’s first randomized lifestyle intervention study on the prevention of diabetes, and a previous report proved that lifestyle intervention in individuals with IGT could effectively delay the onset of diabetes during the trial and for more than 10 years after trial completion. Second, the cohort was followed up for more than 30 years and revealed that time-limited lifestyle interventions could reduce the long-term cumulative incidence of all-cause death, cardiovascular death, and vascular complications [ 24 ]. Third, the study had the longest intervention time and longest duration of post-trial follow-up among other similar diabetes intervention trials worldwide.

The limitations of this post hoc analysis are as follows. First, it included a limited number of participants. Second, this study was conducted solely in a Chinese population. In view of the demographic and cultural differences, and variations in obesity, smoking status, education, and access to health care, a similar investigation in another population is warranted. Third, we cannot exclude the influence of other unmeasured confounders which could explain the association between duration of remaining diabetes free after IGT diagnosis and outcomes. Fourth, due to the original DQDPS design (IGT-people who progressed to diabetes and with severe hyperglycaemia were not suitable candidates to receive a 75 g glucose load OGTT), some participants did not join the regular interview at the end of 2, 4, and 6 years; therefore, the effects of the changes of clinical characteristics during these time points could not be evaluated.

In conclusion, this post hoc analysis found that the risk reduction of death and long-term vascular complications in people with IGT is significantly associated with the duration of remaining non-diabetes after an IGT diagnosis. This suggests that a longer diabetes-free time may lower the risk of long-term adverse outcomes. Taking action, including but not limited to lifestyle intervention, to prolong the diabetes-free time in people with prediabetes may be crucial.

Supporting information

S1 strobe checklist. checklist of items that should be included in reports of cohort studies..

https://doi.org/10.1371/journal.pmed.1004419.s001

S1 Table. Baseline characteristics of participants in the intervention group alone based on diabetes status at 3 key point years after diagnosis of IGT.

https://doi.org/10.1371/journal.pmed.1004419.s002

Acknowledgments

We thank all the study participants and their relatives. We thank Yanjun Liu (306 PLA Hospital, Beijing, China) and Yuqing Zhu (China–Japan Friendship Hospital, Beijing, China) for their help with data collection. Our special thanks go to the late Professor Xiaoren Pan (China–Japan Friendship Hospital, Beijing, China).

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Latest List of Best Diabetes Dissertation Topics

Published by Owen Ingram at January 2nd, 2023 , Revised On May 17, 2024

The prevalence of diabetes among the world’s population has been increasing steadily over the last few decades, thanks to the growing consumption of fast food and an increasingly comfortable lifestyle. With the field of diabetes evolving rapidly, it is essential to base your dissertation on a trending diabetes dissertation topic that fills a gap in research. 

Finding a perfect research topic is one of the most challenging aspects of dissertation writing in any discipline . Several resources are available to students on the internet to help them conduct research and brainstorm to develop their topic selection, but this can take a significant amount of time. So, we decided to provide a list of well-researched, unique and intriguing diabetes research topics and ideas to help you get started. 

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List of Diabetes Dissertation Topics

  • Why do people recently diagnosed with diabetes have such difficulty accepting reality and controlling their health?
  • What are the reactions of children who have recently been diagnosed with diabetes? What can be done to improve their grasp of how to treat the disease?
  • In long-term research, people getting intensive therapy for the condition had a worse quality of life. What role should health professionals have in mitigating this effect?
  • Why do so many individuals experience severe depression the months after their diagnosis despite displaying no other signs of deteriorating health?
  • Discuss some of the advantages of a low-carbohydrate, high-fat diet for people with diabetes
  • Discuss the notion of diabetes in paediatrics and why it is necessary to do this research regularly.
  • Explain the current threat and difficulty of childhood obesity and diabetes, stressing some areas where parents are failing in their position as guardians to avoid the situation
  • Explain some of the difficulties that persons with diabetes have, particularly when obtaining the necessary information and medical treatment
  • Explain some of the most frequent problems that people with diabetes face, as well as how they affect the prevalence of the disease. Put out steps that can be implemented to help the problem.
  • Discuss the diabetes problem among Asian American teens
  • Even though it is a worldwide disease, particular ethnic groups are more likely to be diagnosed as a function of nutrition and culture. What can be done to improve their health literacy?
  • Explain how self-management may be beneficial in coping with diabetes, particularly for people unable to get prompt treatment for their illness
  • Discuss the possibility of better management for those with diabetes who are hospitalised
  • What current therapies have had the most influence on reducing the number of short-term problems in patients’ bodies?
  • How have various types of steroids altered the way the body responds in people with hypoglycemia more frequently than usual?
  • What effects do type 1, and type 2 diabetes have on the kidneys? How do the most widely used monitoring approaches influence this?
  • Is it true that people from specific ethnic groups are more likely to acquire heart disease or eye illness due to their diabetes diagnosis?
  • How has the new a1c test helped to reduce the detrimental consequences of diabetes on the body by detecting the condition early?
  • Explain the difficulty of uncontrolled diabetes and how it can eventually harm the kidneys and the heart
  • Discuss how the diabetic genetic strain may be handed down from generation to generation
  • What difficulties do diabetic people have while attempting to check their glucose levels and keep a balanced food plan?
  • How have some individuals with type 1 or type 2 diabetes managed to live better lives than others with the disease?
  • Is it true that eating too much sugar causes diabetes, cavities, acne, hyperactivity, and weight gain?
  • What effect does insulin treatment have on type 2 diabetes?
  • How does diabetes contribute to depression?
  • What impact does snap participation have on diabetes rates?
  • Why has the number of persons who perform blood glucose self-tests decreased? Could other variables, such as social or environmental, have contributed to this decrease?
  • Why do patients in the United States struggle to obtain the treatment they require to monitor and maintain appropriate glucose levels? Is this due to increased healthcare costs?
  • Nutrition is critical to a healthy lifestyle, yet many diabetic patients are unaware of what they should consume. Discuss
  • Why have injuries and diabetes been designated as national health priorities?
  • What factors contribute to the growing prevalence of type II diabetes in adolescents?
  • Does socioeconomic status influence the prevalence of diabetes?
  • Alzheimer’s disease and type 2 diabetes: a critical assessment of the shared pathological traits
  • What are the effects and consequences of diabetes on peripheral blood vessels?
  • What is the link between genetic predisposition, obesity, and type 2 diabetes development?
  • Diabetes modifies the activation and repression of pro- and anti-inflammatory signalling pathways in the vascular system.
  • Understanding autoimmune diabetes through the tri-molecular complex prism
  • Does economic status influence the regional variation of diabetes caused by malnutrition?
  • What evidence is there for using traditional Chinese medicine and natural products to treat depression in people who also have diabetes?
  • Why was the qualitative method used to evaluate diabetes programs?
  • Investigate the most common symptoms of undiagnosed diabetes
  • How can artificial intelligence help diabetes patients?
  • What effect does the palaeolithic diet have on type 2 diabetes?
  • What are the most common causes of diabetes and what are the treatments?
  • What causes diabetes mellitus, and how does it affect the United Kingdom?
  • The impact of sociodemographic factors on the development of type II diabetes
  • An examination of the link between gut microbiome and diabetes risk
  • The effectiveness of lifestyle interventions in preventing type II diabetes
  • The role of maternal diabetes in offspring’s risk of developing diabetes
  • Artificial intelligence in diabetes diagnosis and management
  • Continuous glucose monitoring
  • Telehealth interventions for improving diabetes self-management
  • The role of wearable technology in diabetes management
  • Personalised medicine approaches for diabetes treatment
  • The impact of diabetes on mental health and well-being
  • The link between diabetes and cognitive decline
  • The potential of stem cell therapy for diabetes treatment
  • Advances in closed-loop insulin delivery systems
  • The use of glucagon-like peptide-1 (GLP-1) receptor agonists in diabetes treatment
  • Investigating the efficacy of new oral medications for type II diabetes
  • The role of bariatric surgery in the management of type II diabetes
  • Improving patient adherence to diabetes treatment regimens
  • The role of social support in diabetes management
  • Developing culturally sensitive diabetes education programs
  • The role of dietary patterns in diabetes prevention and management
  • Low-carbohydrate vs. Mediterranean diet for diabetes: A comparative study
  • The use of artificial sweeteners in diabetes management: Benefits and risks
  • The impact of the gut microbiome on dietary interventions for diabetes
  • The role of exercise in improving glycemic control
  • Developing effective exercise programs for individuals with diabetes
  • The impact of physical activity on diabetic complications
  • Promoting physical activity adherence in people with diabetes
  • The use of exercise gamification to increase physical activity in diabetes
  • The potential of CRISPR gene editing for diabetes treatment
  • The role of the microbiome in the development and treatment of diabetes
  • An analysis of the artificial Pancreas systems
  • The use of big data analytics in diabetes research
  • The impact of environmental factors on diabetes risk
  • Cost-effectiveness of different diabetes treatment strategies
  • Developing effective diabetes prevention programs for communities
  • The role of government policies in addressing the diabetes epidemic
  • Improving access to diabetes care in underserved populations
  • The impact of social determinants of health on diabetes risk
  • Management of diabetes in children and adolescents
  • The unique challenges of diabetes management in older adults
  • Diabetes in ethnic minorities: Disparities in prevalence and care
  • The impact of diabetes on LGBTQ+ populations

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Shodhganga : a reservoir of Indian theses @ INFLIBNET

  • Shodhganga@INFLIBNET
  • Anna University
  • Faculty of Information and Communication Engineering
Title: A novel diabetes prediction model using machine learning and enhanced deep neural network
Researcher: Salomi, M
Guide(s): 
Keywords: Engineering and Technology
Computer Science
Computer Science Interdisciplinary Applications
Machine Learning
Deep Neural Network
Clustering
University: Anna University
Completed Date: 2022
Abstract: Medical data-base knowledge discovery is a distinctive process. Data Mining techniques aids in exploring useful and interesting facts. Diabetes is considered as a challenge in health care sector. Statistics reveals that 8.3% of world s population are predicted as patients affected by diabetes. In U.S, 34 million people are classified as diabetic patients in 2018. It is announced that sixty six million Indians are affected by diabetes. Predicting the diseases in health care industry is effectively done by data mining techniques. Many existing algorithms are used for diabetes disease prediction and estimation of its accuracy. The death rate rises each year and large number of population can be saved from death if their health condition and risk levels related to the diabetes disease is predicted earlier. However, there is a lack of an efficient algorithms for predicting risk levels associated with diabetes disease that deals with diabetes impact on various human organs. This thesis provides three significant contributions to overcome the drawbacks discussed and also to save lives by early prediction of risk levels which helps the physicians to provide the right treatment earlier before it reaches its severity. The solution for the above mentioned issues comprises of three different phases. First phase as diabetes Prediction model, Second phase as Risk analysis and Third phase as early prediction model. In First phase, the redundant data are eliminated using Hadoop distributed file system. The missing attributes are replaced by averaging method as a pre-processing step. Then the disease prediction is done using Deep Learning Modified Neural Network (DLMNN) classification that helps in obtaining input data which is affected by diabetes disease. Optimized weights are obtained using Cuckoo Search Optimization Algorithm (CSOA). The dataset size been shrinked and it results in minimized computation time. In second phase, averaging method is utilized in order to replace missing values from the collected data.
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What's better for weight loss, Mounjaro or Ozempic? New study provides answer

Both medications are FDA-approved for people with Type 2 diabetes.

As the popularity of drugs used for weight loss continues to explode, a new study is shedding light on which drug is most effective for weight loss .

Mounjaro, a drug with the main active ingredient tirzepatide, was found to be more helpful in helping people lose weight and maintain their weight loss, according to a study published Monday in JAMA Internal Medicine.

Individuals taking Mounjaro were three times as likely to lose 15% or more of total body weight, 2.5 times as likely to experience 10% or more weight loss, and 1.8 times as likely to experience 5% or more weight loss compared to those taking semaglutide, the active ingredient found in Ozempic.

This finding was sustained at 12 months of follow-up, according to the study, which analyzed more than 18,000 patients with obesity, both with and without Type 2 diabetes.

The study found that patients without diabetes lost more weight than patients with diabetes.

thesis on diabetes

According to the study's authors, more research is needed to understand why Mounjaro, with the active ingredient tirzepatide, was found to be more effective for weight loss.

Tirzepatide targets both the GLP 1 and the GIP receptor agonist, while semaglutide mimics only the GLP-1 receptor agonist, a type of hormone in the body that impacts everything from the brain to muscle to the pancreas, stomach and liver.

Both Ozempic and Mounjaro are approved by the U.S. Food and Drug Administration to treat Type 2 diabetes, but some doctors prescribe the medication "off-label" for weight loss, as is permissible by the FDA.

When these drugs are used "off-label," it is usually not covered by insurance and can be costly, running as much as $1,000 per month.

There are also now two drugs on the market that are FDA-approved for weight loss -- Wegovy, a medication that contains the same main ingredient, semaglutide, as Ozempic, and Zepbound, a medication that contains the same main ingredient, tirzepatide, as Mounjaro.

The drugs, typically taken once weekly as injections, work by helping the pancreas increase the production of insulin to move sugar from the blood into body tissues.

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They also slow down the movement of food through the stomach and curb appetite, thereby causing weight loss.

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Past clinical studies have shown users of the medications can lose between 5% and 20% of their body weight on the medications over time.

thesis on diabetes

Medical specialists point out that using medication to lose weight also requires cardio and strength training and changing your diet to one that includes proteins and less processed foods with added sugars.

The most commonly reported side effects of medications used for weight loss are nausea and constipation, but gallbladder and pancreatic disease are also reported. Makers of these drugs recommend having a conversation about the side effect profile and personalized risks with a healthcare professional before starting.

Barbra Streisand publicly asks Melissa McCarthy about Ozempic, sparking debate on weight and shaming

The study found there was no difference in the number of adverse gastrointestinal effects between people with and without Type 2 diabetes in the study.

Prapti Chatterjee-Murphy, M.D., a member of the ABC News Medical Unit, contributed to this report.

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COMMENTS

  1. PDF Microsoft Word

    The present study utilized a correlational. design to examine the relationships among diabetes distress, social support, self-efficacy, and. performance of diabetes self-care activities. A total of 33 adults with T2DM participated in the. study by completing a battery of surveys regarding performance of diabetes self-care activities.

  2. CHAPTER 1 INTRODUCTION Statement of the problem

    Diabetes"5 and "Conquer Diabetes".6 One of the main goals of USDHHS's report, Healthy People 2010, is to improve the quality of life for persons with diabetes.7 Taking control of diabetes to improve quality of life has put the spotlight on the need for additional support and education for patients with type 2 diabetes.

  3. (PDF) Diabetes Mellitus: A Review

    Diabetes mellitus (DM), o r simply diabetes, is a group of metabolic diseases in which a person has. high blood sugar, either because the body does not produce enough insulin, or because cells do ...

  4. PDF Barriers to self-management in type II diabetes A thesis submitted to

    Thesis title: Barriers to self-management in type II diabetes. Conducted at The University of Manchester by Emily Bland for the award of Master of Philosophy (MPhil) Research questions: The primary research question is to identify barriers to self-management for people with diabetes in type II diabetes. The secondary research

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    These non-diabetes-related stressors impact an individual's ability to engage in DSM. To address these chaotic life problems, we need to engage individuals in non-traditional ways (i.e., in the ... through my Master's thesis and now dissertation. I have grown as a researcher and scholar because of your support. To my committee members, Dr ...

  7. Educating Nurses to Help Promote Diabetes Self-Care Management in

    Diabetes self-management education and support (DSMES) provides an evidence-based foundation to empower people with diabetes to navigate self-management decisions and activities (CDC, 2018). DSMES is a cost-effective tool proven to help improve health behaviors and health outcomes for people with diabetes.

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  9. Effects of Daily Almond Consumption on Glycemia In Adults with Elevated

    Accumulating evidence suggests a potential role for almond consumption in ameliorating post-prandial glycemia. Yet their effect on HbA1c, an indicator of long-term glycemic control, is mixed. The purpose of this study was to examine the potential of sustained almond consumption to reduce HbA1c concentrations among individuals with elevated HbA1c concentrations. A 16-week randomized, parallel ...

  10. PDF The Effectiveness of Nurse-Led Diabetes Self-Management Education among

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  11. PDF Thesis on Diabetes

    This theses on Diabetes Mellitus aims at giving an insight at various aspects of this. chronic disease and the risk factors that lead to it; the varius ways it develops in the human body; the old and new approaches to treatment, both from a pharmacological and a non-. pharmacologiacal point of view; ways to prevent and to manage the diabetes ...

  12. PDF A population based approach to diabetes mellitus risk prediction

    A Thesis submitted in conformity with the requirements of the degree of: Doctor of Philosophy (PhD) in Epidemiology ... In this thesis a model (Diabetes Population Risk Tool or DPoRT) to predict 10-year risk for diabetes, which can be applied using commonly-collected national survey data was developed and validated.

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    thesis contend that telemedicine care for diabetic patients is highly effective, if not more so than

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    Diabetic retinopathy is a disorder that was unknown until the late 19th century and. that did not become important until at least the 1940's. This study describes the. disorder's history and provides support for the thesis that most of the world's. health care systems have responded inadequately to the subsequent epidemics of.

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    1 INTRODUCTION The rate of diabetes patients with complications is increasing on a daily basis, admission is made either due to diabetes or diabetes complications such as stroke, hypertension, amputation, nephropathy, neuropathy, retinopathy, cardiovascular, impotence, skin lesions. A survey of trends in the leading causes of death in the USA between 1970 and 2002 found that the largest ...

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    The American Diabetes Association and the European Association for the Study of Diabetes published a 2022 consensus report recommending changes in diabetes care. This Perspective raises three concerns: with how the report summarizes evidence, how it frames the social determinants of health (SDOH), a …

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    Diabetes mellitus is a common endocrine disorder, and affects more than 100 million people worldwide (World Health Organization, 1994). It is recognized as being a syndrome, a collection of disorders that have hyperglycaemia and glucose intolerance as a hallmark, due either to insulin deficiency or to impaired effectiveness of insulin's ...

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    This thesis sought to study the independent and concurrent contributions of depression and anxiety to key diabetes outcomes in a population-based sample of Norwegian adults, through a series of four studies.

  23. Type 2 diabetes mellitus (T2DM) onset and "remission"

    Prevalence of diabetes complications in people with type 2 diabetes mellitus and its association with baseline characteristics in the multinational A1chieve study.

  24. Pharmacological Management of the Diabetic Patient: A Staff Education

    The purpose of this project was to develop staff education. based on American Diabetes Association (ADA) and American Association of Clinical. Endocrinologists (AACE) standards of care, deliver education to primary care nurse. practitioners (NPs), and evaluate their learning and confidence levels.

  25. Latest List of Best Diabetes Dissertation Topics

    We have put together a list of the 87+ top and interesting dissertation topics on diabetes curated by professionals for diabetes and research.

  26. Shodhganga@INFLIBNET: A novel diabetes prediction model using machine

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  27. What's better for weight loss, Mounjaro or Ozempic? New study provides

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