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OBJECTIVE: Pilot-test personalized digital health information to substantiate human-delivered exercise support for adults with type 1 diabetes (T1D). DESIGN: Single-group, 2-week baseline observation, then 10-week intervention with follow-up observation. SETTING: Community-based sample participating remotely with physician oversight. PARTICIPANTS: Volunteers aged 18 to 65 years with T1D screened for medical readiness for exercise intervention offerings. N = 20 enrolled, and N = 17 completed all outcomes with 88% to 91% biosensor adherence. INTERVENTION: Feedback on personalized data from continuous glucose monitoring (CGM), its intersection with other ecological data sets (exercise, mood, and sleep), and other informational and motivational elements (exercise videos, text-based exercise coach, and self-monitoring diary). MAIN OUTCOME MEASURES: Feasibility (use metrics and assessment completion), safety (mild and severe hypoglycemia, and diabetic ketoacidosis), acceptability (system usability scale, single items, and interview themes), and standard clinical and psychosocial assessments. RESULTS: Participants increased exercise from a median of 0 (Interquartile range, 0-21) to 64 (20-129) minutes per week ( P = 0.001, d = 0.71) with no severe hypoglycemia or ketoacidosis. Body mass index increased (29.5 ± 5.1 to 29.8 ± 5.4 kg/m 2 , P = 0.02, d = 0.57). Highest satisfaction ratings were for CGM use (89%) and data on exercise and its intersection with CGM and sleep (94%). Satisfaction was primarily because of improved exercise management behavioral skills, although derived motivation was transient. CONCLUSIONS: The intervention was feasible, safe, and acceptable. However, there is a need for more intensive, sustained support. Future interventions should perform analytics upon the digital health information and molecular biomarkers (eg, genomics) to make exercise support tools that are more personalized, automated, and intensive than our present offerings.
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Diabetes Mellitus Tipo 1 , Hipoglicemia , Humanos , Adulto , Diabetes Mellitus Tipo 1/terapia , Diabetes Mellitus Tipo 1/psicologia , Glicemia , Automonitorização da Glicemia , Exercício FísicoRESUMO
CONTEXT: Transgender men (TGM) are persons assigned female gender at birth with a male gender identity and are routinely treated with testosterone. Androgen excess is associated with endothelial dysfunction among cisgender females (CGF) and is an early sign of atherosclerosis and hypertension. OBJECTIVE: To determine the effect of testosterone treatment on endothelial function in TGM. SETTING: The John B. Pierce Laboratory and Yale School of Medicine. SUBJECTS: Eleven TGM (age 27 ± 5 years; BMI 24.4 ± 3.7 kg/m2 ) receiving testosterone (T) and 20 CGF (28 ± 5 years; BMI 26.0 ± 5.1 kg/m2 ) during the early follicular phase of their menstrual cycle. DESIGN AND OUTCOME MEASURES: We evaluated brachial vasodilatory responses following stimuli designed to elicit shear stress using 5-minute occlusion to determine endothelial function (flow-mediated vasodilation, FMD). RESULTS: Total T was greater in the TGM compared to CGF (484.6 ± 122.5 vs 1.5 ± 0.7 ng/dL), as was free T (83.9 ± 32.4 vs 1.9 ± 0.8 pg/dL). FMD was markedly lower in the TGM (4.5 ± 2.7%) compared to the CGF (8.1 ± 2.9%, P = .002) indicating significantly diminished endothelial function in TGM. CONCLUSIONS: We have shown for the first time that in TGM the androgen-dominant hormonal milieu was associated with impaired endothelial function. Endothelial dysfunction precedes clinically detectable atherosclerotic plaque in the coronary arteries, so is an important marker for clinical cardiovascular risk. Therefore, attention to cardiovascular risk factors should be integral to the care of transgender men.
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Endotélio Vascular/efeitos dos fármacos , Endotélio Vascular/fisiopatologia , Testosterona/uso terapêutico , Pessoas Transgênero , Transexualidade/tratamento farmacológico , Adolescente , Adulto , Aterosclerose/induzido quimicamente , Aterosclerose/fisiopatologia , Artéria Braquial/efeitos dos fármacos , Artéria Braquial/fisiopatologia , Estudos de Casos e Controles , Feminino , Fatores de Risco de Doenças Cardíacas , Hemodinâmica/efeitos dos fármacos , Terapia de Reposição Hormonal/efeitos adversos , Humanos , Hipertensão/induzido quimicamente , Hipertensão/fisiopatologia , Masculino , Testosterona/sangue , Transexualidade/sangue , Transexualidade/fisiopatologia , Vasodilatação/efeitos dos fármacos , Vasodilatação/fisiologia , Adulto JovemRESUMO
Affecting an estimated 88 million Americans, prediabetes increases the risk for developing type 2 diabetes mellitus (T2DM), and independently, cardiovascular disease, retinopathy, nephropathy, and neuropathy. Nevertheless, little is known about the use of metformin for diabetes prevention among patients in the Veterans Health Administration, the largest integrated healthcare system in the U.S. This is a retrospective observational cohort study of the proportion of Veterans with incident prediabetes who were prescribed metformin at the Veterans Health Administration from October 2010 to September 2019. Among 1,059,605 Veterans with incident prediabetes, 12,009 (1.1%) were prescribed metformin during an average 3.4 years of observation after diagnosis. Metformin prescribing was marginally higher (1.6%) among those with body mass index (BMI) ≥35 kg/m2, age <60 years, HbA1c≥6.0%, or those with a history of gestational diabetes, all subgroups at a higher risk for progression to T2DM. In a multivariable model, metformin was more likely to be prescribed for those with BMI ≥35 kg/m2 incidence rate ratio [IRR] 2.6 [95% confidence intervals (CI): 2.1-3.3], female sex IRR, 2.4 [95% CI: 1.8-3.3], HbA1c≥6% IRR, 1.93 [95% CI: 1.5-2.4], age <60 years IRR, 1.7 [95% CI: 1.3-2.3], hypertriglyceridemia IRR, 1.5 [95% CI: 1.2-1.9], hypertension IRR, 1.5 [95% CI: 1.1-2.1], Major Depressive Disorder IRR, 1.5 [95% CI: 1.1-2.0], or schizophrenia IRR, 2.1 [95% CI: 1.2-3.8]. Over 20% of Veterans with prediabetes attended a comprehensive structured lifestyle modification clinic or program. Among Veterans with prediabetes, metformin was prescribed to 1.1% overall, a proportion that marginally increased to 1.6% in the subset of individuals at highest risk for progression to T2DM.
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Transtorno Depressivo Maior , Diabetes Mellitus Tipo 2 , Metformina , Estado Pré-Diabético , Veteranos , Feminino , Humanos , Pessoa de Meia-Idade , Estudos de Coortes , Transtorno Depressivo Maior/tratamento farmacológico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Diabetes Mellitus Tipo 2/epidemiologia , Diabetes Mellitus Tipo 2/diagnóstico , Hipoglicemiantes/uso terapêutico , Metformina/uso terapêutico , Estado Pré-Diabético/tratamento farmacológico , Estado Pré-Diabético/epidemiologia , Prescrições , Estudos RetrospectivosRESUMO
INTRODUCTION: Type 2 diabetes mellitus (T2DM) is a powerful risk factor for cardiovascular disease (CVD), conferring a greater relative risk in women than men. We sought to examine sex differences in cardiometabolic risk factors and management in the contemporary cohort represented by the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE). RESEARCH DESIGN AND METHODS: GRADE enrolled 5047 participants (1837 women, 3210 men) with T2DM on metformin monotherapy at baseline. The current report is a cross-sectional analysis of baseline data collected July 2013 to August 2017. RESULTS: Compared with men, women had a higher mean body mass index (BMI), greater prevalence of severe obesity (BMI≥40 kg/m2), higher mean LDL cholesterol, greater prevalence of low HDL cholesterol, and were less likely to receive statin treatment and achieve target LDL, with a generally greater prevalence of these risk factors in younger women. Women with hypertension were equally likely to achieve blood pressure targets as men; however, women were less likely to receive ACE inhibitors or angiotensin receptor blockers. Women were more likely to be divorced, separated or widowed, and had fewer years of education and lower incomes. CONCLUSIONS: This contemporary cohort demonstrates that women with T2DM continue to have a greater burden of cardiometabolic and socioeconomic risk factors than men, particularly younger women. Attention to these persisting disparities is needed to reduce the burden of CVD in women. TRIAL REGISTRATION NUMBER: ClinicalTrials.gov (NCT01794143).
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Doenças Cardiovasculares , Diabetes Mellitus Tipo 2 , Humanos , Feminino , Masculino , Diabetes Mellitus Tipo 2/epidemiologia , Estudos Transversais , Fatores de Risco , Doenças Cardiovasculares/epidemiologia , Fatores SocioeconômicosRESUMO
BACKGROUND: Our clinical trial of a mobile exercise intervention for adults 18 to 65 years old with type 1 diabetes (T1D) occurred during COVID-19 social distancing restrictions, prompting us to test web-based recruitment methods previously underexplored for this demographic. OBJECTIVE: Our objectives for this study were to (1) evaluate the effectiveness and cost of using social media news feed advertisements, a clinic-based approach method, and web-based snowball sampling to reach inadequately active adults with T1D and (2) compare characteristics of enrollees against normative data. METHODS: Participants were recruited between November 2019 and August 2020. In method #1, Facebook and Instagram news feed advertisements ran for five 1-to-8-day windows targeting adults (18 to 64 years old) in the greater New Haven and Hartford, Connecticut, areas with one or more diabetes-related profile interest. If interested, participants completed a webform so that the research team could contact them for eligibility screening. In method #2, patients 18 to 24 years old with T1D were approached in person at clinical visits in November and December 2019. Those who were interested immediately completed eligibility screening. Older patients could not be approached due to clinic restrictions. In method #3, snowball sampling was conducted by physically active individuals with T1D contacting their peers on Facebook and via email for 48 days, with details to contact the research staff to express interest and complete eligibility screening. Other methods referred participants to the study similarly to snowball sampling. RESULTS: In method #1, advertisements were displayed to 11,738 unique viewers and attracted 274 clickers (2.33%); 20 participants from this group (7.3%) volunteered, of whom 8 (40%) were eligible. Costs averaged US $1.20 per click and US $95.88 per eligible volunteer. Men had lower click rates than women (1.71% vs 3.17%; P<.001), but their responsiveness and eligibility rates did not differ. In method #2, we approached 40 patients; 32 of these patients (80%) inquired about the study, of whom 20 (63%) volunteered, and 2 of these volunteers (10%) were eligible. Costs including personnel for in-person approaches averaged US $21.01 per inquirer and US $479.79 per eligible volunteer. In method #3, snowball sampling generated 13 inquirers; 12 of these inquirers (92%) volunteered, of whom 8 (67%) were eligible. Incremental costs to attract inquirers were negligible, and total costs averaged US $20.59 per eligible volunteer. Other methods yielded 7 inquirers; 5 of these inquirers (71%) volunteered, of whom 2 (40%) were eligible. Incremental costs to attract inquirers were negligible, and total costs averaged US $34.94 per eligible volunteer. Demographic overrepresentations emerged in the overall cohort (ie, optimal glycemic control, obesity, and low exercise), among those recruited by news feed advertisements (ie, obesity and older age), and among those recruited by snowball sampling (ie, optimal glycemic control and low exercise). CONCLUSIONS: Web-based advertising and recruitment strategies are a promising means to attract adults with T1D to clinical trials and exercise interventions, with costs comparing favorably to prior trials despite targeting an uncommon condition (ie, T1D) and commitment to an intervention. These strategies should be tailored in future studies to increase access to higher-risk participants. TRIAL REGISTRATION: ClinicalTrials.gov NCT04204733; https://clinicaltrials.gov/ct2/show/NCT04204733.
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Estrogen-deficient women show increased skeletal sensitivity to the resorbing actions of PTH. The basis for this effect is not known. To examine the influence of estrogen deficiency on PTH-induced proresorptive cytokine production in humans, the response of five young women to a 36-h infusion of (1-34)human PTH (hPTH) was studied. PTH induced significant increases in circulating levels of IL-6 (mean values, T(0)-->T(36 h); 2.2-->19.2 pg/ml), IL-6 soluble receptor (IL-6sR; 29.8-->67.2 ng/ml), urine N-telopeptide of type I collagen (NTX) (38.6-->148 nM bone collagen equivalent/mM creatinine) and serum calcium (2.12-->2.62 mmol/liter). To examine the impact of hormonal status on this response, PTH infusions were next undertaken in seven estrogen-deficient and seven estrogen-treated postmenopausal women. When compared with estrogen-treated women, and correcting for differences in baseline values, estrogen-deficient women demonstrated an exaggerated increase in circulating levels of IL-6 (5.0-->31.7 vs. 3.2-->14.4 pg/ml; P = 0.0001) and IL-6sR (49.2-->102.1 vs. 37.7-->66.7; P = 0.0001). This was accompanied by greater increases in NTX excretion in the estrogen-deficient women (61.2-->201.6 vs. 44.8-->114.8, E(-) vs. E(+), P = 0.0001). Estrogen deficiency was not associated with augmented PTH-induced increases in colony-stimulating factor-1, IL-1beta, IL-11, or TNF-alpha. In a multiple regression model controlling for group, age, years since menopause both IL-6 and IL-6sR were strong predictors of NTX. These data, along with previous animal studies, support the conclusion that the IL-6/IL-6SR cytokine system plays a role in the increased skeletal sensitivity to PTH seen in estrogen-deficient women.
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Osso e Ossos/efeitos dos fármacos , Estrogênios/deficiência , Interleucina-6/fisiologia , Hormônio Paratireóideo/farmacologia , Receptores de Interleucina-6/fisiologia , Idoso , Biomarcadores , Reabsorção Óssea/induzido quimicamente , Reabsorção Óssea/fisiopatologia , Osso e Ossos/fisiopatologia , Citocinas/sangue , Feminino , Humanos , Pessoa de Meia-Idade , Pós-Menopausa/fisiologia , Pré-Menopausa/fisiologiaRESUMO
Most studies of sex hormones and insulin resistance (IR) have focused on androgens; few have examined the association of endogenous estrogens and IR. We determined the cross-sectional association of endogenous levels of total and bioavailable testosterone and estradiol and SHBG with IR among 845 healthy, postmenopausal women aged 45-65 yr. Women were within 10 yr of menopause and not using hormone replacement therapy. Total adiposity was estimated by body mass index, visceral adiposity by waist to hip ratio (WHR), and IR by the homeostasis model assessment. We defined homeostasis model assessment-IR as the highest quartile (cutpoint, 2.1) of the distribution in this cohort. In logistic regression analyses, the odds for IR were significant and increased in a dose-response fashion across each quartile of total estradiol, bioavailable estradiol, and bioavailable testosterone (all P < 0.001 for linear trend). These associations remained significant after adjusting for WHR; adjusted odds ratios were 4.0, 6.1, and 2.7 for total estradiol, bioavailable estradiol, and bioavailable testosterone, respectively, comparing the highest to the lowest quartile (all P < 0.001). Adjusting for body mass index and WHR together eliminated the linear association of IR with total estradiol and bioavailable testosterone, but the association with bioavailable estradiol remained (adjusted odds ratio, 2.7; P < 0.001, comparing the highest to the lowest quartile). IR was not associated with total testosterone before or after adjusting for adiposity. Lower SHBG levels were associated with higher odds of IR, independent of adiposity. These results suggest that estrogen may be equally or more important than testosterone in the pathway to IR in healthy, young postmenopausal women, with differences not entirely explained by body size.
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Terapia de Reposição de Estrogênios , Hormônios Esteroides Gonadais/sangue , Resistência à Insulina , Pós-Menopausa , Tecido Adiposo , Idoso , Disponibilidade Biológica , Composição Corporal , Constituição Corporal , Índice de Massa Corporal , Estradiol/sangue , Feminino , Homeostase , Humanos , Modelos Logísticos , Pessoa de Meia-Idade , Progestinas/administração & dosagem , Globulina de Ligação a Hormônio Sexual/análise , Testosterona/sangue , VíscerasRESUMO
BACKGROUND AND OBJECTIVE: Two methods for measuring insulin sensitivity, fasting plasma insulin (FPI) and homeostasis model assessment (HOMA) have been proposed for use in large epidemiological research and clinical practice. This project describes the range of observed values of the HOMA and FPI in a large sample of the U.S. population. METHODS: We used fasting plasma glucose and insulin values from the Third National Health and Nutrition Survey (NHANES III) to identify the FPI and HOMA values. For both FPI and HOMA, higher values indicate lower insulin sensitivity. RESULTS: Among 6,511 participants without treated diabetes mellitus, FPI ranged from 1.8 to 175.8 microU/mL, with 25th percentile=6.7, median=9.3, 75th percentile=13.3, and mean+/-1 SD=11.2+/-7.5; HOMA ranged from 0.3 to 52.6 (mmol)(microU)/L(2), with 25th percentile=1.5, median=2.2, 75th percentile=3.3, and mean+/-SD=2.8+/-2.4. CONCLUSION: These findings describe the spectrum of insulin sensitivity and may be useful in helping physicians develop a clinical understanding of the dynamic range of both FPI and HOMA measures.
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Resistência à Insulina , Adulto , Idoso , Idoso de 80 Anos ou mais , Glicemia/análise , Índice de Massa Corporal , Interpretação Estatística de Dados , Jejum , Feminino , Homeostase , Humanos , Insulina/sangue , Masculino , Pessoa de Meia-Idade , Modelos Biológicos , Valores de ReferênciaRESUMO
CONTEXT: Intensive insulin therapy reduces the risk for long-term complications in patients with type 1 diabetes mellitus (T1DM) but increases the risk for hypoglycemia-associated autonomic failure (HAAF), a syndrome that includes hypoglycemia unawareness and defective glucose counterregulation (reduced epinephrine and glucagon responses to hypoglycemia). OBJECTIVE: The objective of the study was to address mechanisms underlying HAAF, we investigated whether nonglucose fuels such as acetate, a monocarboxylic acid (MCA), can support cerebral energetics during hypoglycemia in T1DM individuals with hypoglycemia unawareness. DESIGN: Magnetic resonance spectroscopy was used to measure brain transport and metabolism of [2-(13)C]acetate under hypoglycemic conditions. SETTING: The study was conducted at the Yale Center for Clinical Investigation Hospital Research Unit, Yale Magnetic Resonance Research Center. PATIENTS AND OTHER PARTICIPANTS: T1DM participants with moderate to severe hypoglycemia unawareness (n = 7), T1DM controls without hypoglycemia unawareness (n = 5), and healthy nondiabetic controls (n = 10) participated in the study. MAIN OUTCOME MEASURE(S): Brain acetate concentrations, (13)C percent enrichment of glutamine and glutamate, and absolute rates of acetate metabolism were measured. RESULTS: Absolute rates of acetate metabolism in the cerebral cortex were 1.5-fold higher among T1DM/unaware participants compared with both control groups during hypoglycemia (P = .001). Epinephrine levels of T1DM/unaware subjects were significantly lower than both control groups (P < .05). Epinephrine levels were inversely correlated with levels of cerebral acetate use across the entire study population (P < .01), suggesting a relationship between up-regulated brain MCA use and HAAF. CONCLUSION: Increased MCA transport and metabolism among T1DM individuals with hypoglycemia unawareness may be a mechanism to supply the brain with nonglucose fuels during episodes of acute hypoglycemia and may contribute to the syndrome of hypoglycemia unawareness, independent of diabetes.
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Ácido Acético/metabolismo , Glicemia/metabolismo , Encéfalo/metabolismo , Hipoglicemia/metabolismo , Hipoglicemiantes/efeitos adversos , Insulina/efeitos adversos , Adolescente , Adulto , Transporte Biológico , Diabetes Mellitus Tipo 1/tratamento farmacológico , Diabetes Mellitus Tipo 1/metabolismo , Feminino , Humanos , Hipoglicemia/induzido quimicamente , Hipoglicemiantes/uso terapêutico , Insulina/uso terapêutico , Masculino , Pessoa de Meia-Idade , Insuficiência Autonômica Pura/induzido quimicamente , Insuficiência Autonômica Pura/metabolismoRESUMO
BACKGROUND: Prior research has indicated an association between insulin resistance and stroke; we sought to determine if this association persists after adjusting for stroke risk factors, including glycemic control. METHODS: We used data from the Third National Health and Nutrition Survey (1988-1994), including participants aged > or =40 years. We assessed insulin sensitivity using the homeostasis model assessment (HOMA): HOMA = (FPGSI x FPI)/22.5, where FPGSI refers to fasting plasma glucose (mmol/l) and FPI refers to fasting plasma insulin (microU/l). Increasing HOMA indicates decreasing insulin sensitivity. We used glycosylated hemoglobin (HbA1c) to measure glycemic control. Multivariable logistic regression analysis was used to identify factors that were independently associated with stroke. RESULTS: Among 3,844 participants, 168 (4%) reported a stroke history. Participants with stroke had lower insulin sensitivity than participants without stroke: HOMA mean +/- standard deviation, 4.0 +/- 4.0 vs. 3.3 +/- 3.0; p = 0.022. HOMA was independently associated with stroke (odds ratio 1.06, 95% CI: 1.01-1.12; adjusted for age, hypertension, myocardial infarction, claudication, activity, and HbA1c). The strength of the association between HOMA and stroke was similar to the association between claudication and stroke (index R(2): 0.0032 vs. 0.0036). CONCLUSIONS: Impaired insulin sensitivity is independently associated with stroke, even after adjustment for glycemic control.