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1.
Ann Oncol ; 34(1): 48-60, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36182023

RESUMO

In 2021, the Food and Drug Administration Oncology Center of Excellence announced Project Optimus focusing on dose optimization for oncology drugs. The Methodology for the Development of Innovative Cancer Therapies (MDICT) Taskforce met to review and discuss the optimization of dosage for oncology trials and to develop a practical guide for oncology phase I trials. Defining a single recommended phase II dose based on toxicity may define doses that are neither the most effective nor the best tolerated. MDICT recommendations address the need for robust non-clinical data which are needed to inform trial design, as well as an expert team including statisticians and pharmacologists. The protocol must be flexible and adaptive, with clear definition of all endpoints. Health authorities should be consulted early and regularly. Strategies such as randomization, intrapatient dose escalation, and real-world eligibility criteria are encouraged whereas serial tumor sampling is discouraged in the absence of a strong rationale and appropriately validated assay. Endpoints should include consideration of all longitudinal toxicity. The phase I dose escalation trial should define the recommended dose range for later testing in randomized phase II trials, rather than a single recommended phase II dose, and consider scenarios where different populations may require different dosages. The adoption of these recommendations will improve dosage selection in early clinical trials of new anticancer treatments and ultimately, outcomes for patients.


Assuntos
Antineoplásicos , Neoplasias , Humanos , Antineoplásicos/efeitos adversos , Ensaios Clínicos Fase I como Assunto , Ensaios Clínicos Fase II como Assunto , Relação Dose-Resposta a Droga , Oncologia , Neoplasias/tratamento farmacológico , Ensaios Clínicos Controlados Aleatórios como Assunto , Projetos de Pesquisa , Terapias em Estudo/métodos
2.
Diabet Med ; 37(4): 513-521, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-30697804

RESUMO

In 2011, the James Lind Alliance published a 'top 10' list of priorities for Type 1 diabetes research based on a structured consultation process. Whether reducing fluctuations in blood glucose can prevent long-term microvascular and macrovascular complications was one of these. In this narrative review, 8 years on, we have assessed the updated evidence for the assertion that increased glucose variability plays an independent and clinically important role in the complications of Type 1 diabetes, over and above mean blood glucose and the effects of hypoglycaemia: the 'glucose variability hypothesis'. Although studies in cultured cells and ex vivo vessels have been suggestive, most studies in Type 1 diabetes have been small and/or cross-sectional, and based on 'finger-prick' glucose measurements that capture glucose variability only in waking hours and are affected by missing data. A recent analysis of the Diabetes Control and Complications Trial that formally imputed missing data found no independent effect of short-term glucose variability on long-term complications. Few other high-quality longitudinal studies have directly addressed the glucose variability hypothesis in Type 1 diabetes. We conclude that there is little substantial evidence to date to support this hypothesis in Type 1 diabetes, although increasing use of continuous glucose monitoring provides an opportunity to test it more definitively. In the meantime, we recommend that control of glycaemia in Type 1 diabetes should continue to focus on the sustained achievement of target HbA1c and avoidance of hypoglycaemia.


Assuntos
Complicações do Diabetes/prevenção & controle , Diabetes Mellitus Tipo 1/sangue , Controle Glicêmico , Glicemia/análise , Glicemia/metabolismo , Automonitorização da Glicemia , Complicações do Diabetes/sangue , Complicações do Diabetes/etiologia , Diabetes Mellitus Tipo 1/complicações , Diabetes Mellitus Tipo 1/tratamento farmacológico , Hemoglobinas Glicadas/análise , Hemoglobinas Glicadas/metabolismo , Controle Glicêmico/métodos , Controle Glicêmico/normas , Humanos , Hipoglicemiantes/uso terapêutico
3.
Epidemiol Infect ; 146(11): 1350-1358, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29880077

RESUMO

Our objective was to identify predictors of severe acute respiratory infection in hospitalised patients and understand the impact of vaccination and neuraminidase inhibitor administration on severe influenza. We analysed data from a study evaluating influenza vaccine effectiveness in two Michigan hospitals during the 2014-2015 and 2015-2016 influenza seasons. Adults admitted to the hospital with an acute respiratory infection were eligible. Through patient interview and medical record review, we evaluated potential risk factors for severe disease, defined as ICU admission, 30-day readmission, and hospital length of stay (LOS). Two hundred sixteen of 1119 participants had PCR-confirmed influenza. Frailty score, Charlson score and tertile of prior-year healthcare visits were associated with LOS. Charlson score >2 (OR 1.5 (1.0-2.3)) was associated with ICU admission. Highest tertile of prior-year visits (OR 0.3 (0.2-0.7)) was associated with decreased ICU admission. Increasing tertile of visits (OR 1.5 (1.2-1.8)) was associated with 30-day readmission. Frailty and prior-year healthcare visits were associated with 30-day readmission among influenza-positive participants. Neuraminidase inhibitors were associated with decreased LOS among vaccinated participants with influenza A (HR 1.6 (1.0-2.4)). Overall, frailty and lack of prior-year healthcare visits were predictors of disease severity. Neuraminidase inhibitors were associated with reduced severity among vaccine recipients.


Assuntos
Influenza Humana/epidemiologia , Infecções Respiratórias/epidemiologia , Doença Aguda , Adolescente , Adulto , Idoso , Inibidores Enzimáticos/administração & dosagem , Inibidores Enzimáticos/uso terapêutico , Feminino , Fragilidade , Nível de Saúde , Humanos , Vacinas contra Influenza/administração & dosagem , Pacientes Internados , Unidades de Terapia Intensiva/estatística & dados numéricos , Entrevistas como Assunto , Tempo de Internação/estatística & dados numéricos , Masculino , Michigan/epidemiologia , Pessoa de Meia-Idade , Morbidade , Nasofaringe/virologia , Neuraminidase/antagonistas & inibidores , Readmissão do Paciente/estatística & dados numéricos , Fatores de Risco , Índice de Gravidade de Doença , Adulto Jovem
4.
Diabet Med ; 34(7): 1005-1008, 2017 07.
Artigo em Inglês | MEDLINE | ID: mdl-28375568

RESUMO

BACKGROUND: Type 4 renal tubular acidosis causes hyperkalaemia, for which diabetes and medications commonly used in this patient group are aetiological factors. Here we describe the novel use of fludrocortisone in this difficult condition. CASE REPORT: A 55-year-old woman with complex co-morbidities, including Type 2 diabetes (HbA1c 37 mmol/mol 5.5%), was admitted with renal failure. Bloods on admission: eGFR 25 ml/min, creatinine 184 ?mol/L, urea 35.9 mmol/L, sodium 128 mmol/L, potassium 5.6 mmol/L, bicarbonate 15 mmol/L, and albumin 30 g/L. Her admission was prolonged, complicated by hospital-acquired sepsis (lower respiratory tract, urinary tract, and infected leg ulcers), poor venous access and severe depression. She had recurrent hyperkalaemia and deteriorating renal function, from presumed Type 4 renal tubular acidosis and excessive fluid losses from leg ulcers. Her renal function recurrently deteriorated, despite conventional treatment methods. After 69 days, she was commenced on fludrocortisone 50 mcg/day. Her renal function and serum potassium stabilized and she was discharged with potassium 4.3 mmol/L, eGFR 42 ml/min, and bicarbonate 23 mmol/L. She has remained stable on this treatment, without requiring further hospital admission for over 6 months, with eGFR 40 ml/min, and potassium 5.5 mmol/L, and albumin 26 g/L. CONCLUSION: This woman was presumed to have Type 4 renal tubular acidosis and recurrent hyperkalaemia due to renal insufficiency, in the context of underlying diabetes and chronic kidney disease, which was poorly responsive to conventional management. There is limited evidence for using fludrocortisone in this setting. Our case suggests that fludrocortisone might offer a novel therapeutic strategy when conventional management is not working.


Assuntos
Acidose Tubular Renal/tratamento farmacológico , Anti-Inflamatórios/uso terapêutico , Fludrocortisona/uso terapêutico , Hiperpotassemia/prevenção & controle , Rim/efeitos dos fármacos , Acidose Tubular Renal/epidemiologia , Acidose Tubular Renal/etiologia , Acidose Tubular Renal/fisiopatologia , Comorbidade , Diabetes Mellitus Tipo 2/epidemiologia , Feminino , Humanos , Hiperpotassemia/epidemiologia , Hiperpotassemia/etiologia , Rim/imunologia , Rim/fisiopatologia , Falência Renal Crônica/epidemiologia , Falência Renal Crônica/imunologia , Falência Renal Crônica/fisiopatologia , Pessoa de Meia-Idade , Prevenção Secundária , Resultado do Tratamento
5.
Cardiovasc Diabetol ; 15: 29, 2016 Feb 10.
Artigo em Inglês | MEDLINE | ID: mdl-26864124

RESUMO

BACKGROUND: Epidemiological data on obesity are needed, particularly in patients with type 2 diabetes mellitus (T2DM) and high cardiovascular (CV) risk. We used the baseline data of liraglutide effect and action in diabetes: evaluation of CV outcome results-A long term Evaluation (LEADER) (a clinical trial to assess the CV safety of liraglutide) to investigate: (i) prevalence of overweight and obesity; (ii) relationship of the major cardiometabolic risk factors with anthropometric measures of adiposity [body mass index (BMI) and waist circumference (WC)]; and (iii) cardiometabolic treatment intensity in relation to BMI and WC. METHODS: LEADER enrolled two distinct populations of high-risk patients with T2DM in 32 countries: (1) aged ≥50 years with prior CV disease; (2) aged ≥60 years with one or more CV risk factors. Associations of metabolic variables, demographic variables and treatment intensity with anthropometric measurements (BMI and WC) were explored using regression models (ClinicalTrials.gov identifier: NCT01179048). RESULTS: Mean BMI was 32.5 ± 6.3 kg/m(2) and only 9.1 % had BMI <25 kg/m(2). The prevalence of healthy WC was also extremely low (6.4 % according to International Joint Interim Statement for the Harmonization of the Metabolic Syndrome criteria). Obesity was associated with being younger, female, previous smoker, Caucasian, American, with shorter diabetes duration, uncontrolled blood pressure (BP), antihypertensive agents, insulin plus oral antihyperglycaemic treatment, higher levels of triglycerides and lower levels of high-density lipoprotein cholesterol. CONCLUSIONS: Overweight and obesity are prevalent in high CV risk patients with T2DM. BMI and WC are related to the major cardiometabolic risk factors. Furthermore, treatment intensity, such as insulin, statins or oral antihypertensive drugs, is higher in those who are overweight or obese; while BP and lipid control in these patients are remarkably suboptimal. LEADER confers a unique opportunity to explore the longitudinal effect of weight on CV risk factors and hard endpoints.


Assuntos
Doenças Cardiovasculares/epidemiologia , Diabetes Mellitus Tipo 2/epidemiologia , Síndrome Metabólica/epidemiologia , Obesidade/epidemiologia , Idoso , Idoso de 80 Anos ou mais , Índice de Massa Corporal , Doenças Cardiovasculares/diagnóstico , Doenças Cardiovasculares/prevenção & controle , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Método Duplo-Cego , Feminino , Humanos , Hipoglicemiantes/uso terapêutico , Liraglutida/uso terapêutico , Masculino , Síndrome Metabólica/diagnóstico , Síndrome Metabólica/tratamento farmacológico , Pessoa de Meia-Idade , Obesidade/diagnóstico , Obesidade/terapia , Prevalência , Medição de Risco , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento , Circunferência da Cintura
6.
Diabetes Obes Metab ; 17(5): 505-10, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25656522

RESUMO

AIMS: To study the short-term cardiovascular effects of the once-weekly glucagon-like peptide-1 receptor agonist taspoglutide. METHODS: We conducted a meta-analysis of individual-participant data from nine randomized controlled trials in the T-Emerge programme, which assessed the efficacy and safety of taspoglutide in type 2 diabetes. Our primary outcome was a composite of death from cardiovascular disease (CVD) and acute myocardial infarction, stroke and hospitalization for unstable angina. RESULTS: Overall, 7056 individuals were included in the analysis, and there were 67 primary endpoint events during 7478 person-years of follow-up (40 vs 27 events in the intervention vs control groups, respectively). The odds ratio for the composite endpoint among people randomized to taspoglutide was 0.94 (95% confidence interval 0.57-1.56), which was robust across multiple subgroups. Longer-term data were not available as the development of taspoglutide was stopped because of gastrointestinal intolerance and serious hypersensitivity reactions. CONCLUSIONS: The available data suggest that short-term, once-weekly administration of taspoglutide was not associated with an excess risk of CVD, and provide insights relevant to the development of other novel once-weekly incretin mimetics.


Assuntos
Doenças Cardiovasculares/etiologia , Diabetes Mellitus Tipo 2/tratamento farmacológico , Receptor do Peptídeo Semelhante ao Glucagon 1/agonistas , Peptídeos/efeitos adversos , Ensaios Clínicos Fase III como Assunto , Esquema de Medicação , Feminino , Receptor do Peptídeo Semelhante ao Glucagon 1/administração & dosagem , Humanos , Masculino , Pessoa de Meia-Idade , Peptídeos/administração & dosagem , Ensaios Clínicos Controlados Aleatórios como Assunto , Resultado do Tratamento
7.
Diabetologia ; 56(7): 1462-70, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23613085

RESUMO

In this review, we explore the concept of 'double diabetes', a combination of type 1 diabetes with features of insulin resistance and type 2 diabetes. After considering whether double diabetes is a useful concept, we discuss potential mechanisms of increased insulin resistance in type 1 diabetes before examining the extent to which double diabetes might increase the risk of cardiovascular disease (CVD). We then go on to consider the proposal that weight gain from intensive insulin regimens may be associated with increased CV risk factors in some patients with type 1 diabetes, and explore the complex relationships between weight gain, insulin resistance, glycaemic control and CV outcome. Important comparisons and contrasts between type 1 diabetes and type 2 diabetes are highlighted in terms of hepatic fat, fat partitioning and lipid profile, and how these may differ between type 1 diabetic patients with and without double diabetes. In so doing, we hope this work will stimulate much-needed research in this area and an improvement in clinical practice.


Assuntos
Diabetes Mellitus Tipo 1/fisiopatologia , Diabetes Mellitus Tipo 2/fisiopatologia , Resistência à Insulina/fisiologia , Animais , Doenças Cardiovasculares/etiologia , Diabetes Mellitus Tipo 1/complicações , Diabetes Mellitus Tipo 2/complicações , Humanos
8.
Int J Clin Pract ; 67(4): 322-32, 2013 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-23521324

RESUMO

Big changes are hard. When trying to achieve guideline targets in diabetes and cardiometabolic disorders, patients can lack commitment or suffer despondency. It is much easier to make small changes in lifestyle or treatment, which are less noticeable and easier to manage long-term. Obesity is central to the cardiometabolic disorders, and even small weight losses of 2-5% can improve the cardiometabolic risk profile and substantially reduce the risk of developing type 2 diabetes. Likewise, small increases in physical activity, such as 15-30 min of brisk walking per day, can cut the risk of heart disease by 10%. Lifestyle or treatment changes that lead to small improvements in metabolic parameters also impact patient outcome - for example, a 5 mmHg decrease in blood pressure can translate into significant reductions in the rates of myocardial infarction and cardiovascular mortality. Benefits of small changes can also be seen in health economic outcome models. Implementing change at an individual versus a population level has different implications for overall benefit and patient motivation. Even very small steps taken in trying to reach guideline targets should represent a positive achievement for patients. Patient engagement is essential - only when patients commit themselves to change can benefits be maintained, and physicians should recognise their influence. Small changes in individual parameters can result in significant beneficial effects; however, a major impact can occur when small changes are made together in multiple parameters. More research is required to elucidate the full impact of small changes on patient outcome.


Assuntos
Doenças Cardiovasculares/prevenção & controle , Estilo de Vida , Doenças Metabólicas/prevenção & controle , Diabetes Mellitus Tipo 2/prevenção & controle , Dieta , Dislipidemias/prevenção & controle , Meio Ambiente , Exercício Físico/fisiologia , Intolerância à Glucose/prevenção & controle , Hemoglobinas Glicadas/metabolismo , Objetivos , Política de Saúde , Humanos , Hipertensão/prevenção & controle , Motivação , Obesidade/prevenção & controle , Cooperação do Paciente , Assistência Centrada no Paciente , Prevenção do Hábito de Fumar , Resultado do Tratamento , Redução de Peso/fisiologia
9.
Diabetologia ; 55(11): 2938-45, 2012 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-22893029

RESUMO

AIMS/HYPOTHESIS: The aim of this study was to explore the relationships between type 2 diabetes mellitus, area-based socioeconomic status (SES) and cardiovascular disease mortality in Scotland. METHODS: We used an area-based measure of SES, Scottish national diabetes register data linked to mortality records, and general population cause-specific mortality data to investigate the relationships between SES, type 2 diabetes and mortality from ischaemic heart disease (IHD) and cerebrovascular disease (CbVD), for 2001-2007. We used negative binomial regression to obtain age-adjusted RRs of mortality (by sex), comparing people with type 2 diabetes with the non-diabetic population. RESULTS: Among 216,652 people aged 40 years or older with type 2 diabetes (980,687 person-years), there were 10,554 IHD deaths and 4,378 CbVD deaths. Age-standardised mortality increased with increasing deprivation, and was higher among men. IHD mortality RRs were highest among the least deprived quintile and lowest in the most deprived quintile (men: least deprived, RR 1.94 [95% CI 1.61, 2.33]; most deprived, RR 1.46 [95% CI 1.23, 1.74]) and were higher in women than men (women: least deprived, RR 2.84 [95% CI 2.12, 3.80]; most deprived, RR 2.04 [95% CI 1.55, 2.69]). A similar, weaker, pattern was observed for cerebrovascular mortality. CONCLUSIONS/INTERPRETATION: Absolute risk of cardiovascular mortality is higher in people with diabetes than in the non-diabetic population and increases with increasing deprivation. The relative impact of diabetes on cardiovascular mortality differs by SES, and further efforts to reduce cardiovascular risk both in deprived groups and people with diabetes are required. Prevention of diabetes may reduce socioeconomic health inequalities.


Assuntos
Doenças Cardiovasculares/economia , Doenças Cardiovasculares/mortalidade , Diabetes Mellitus Tipo 2/economia , Diabetes Mellitus Tipo 2/mortalidade , Classe Social , Adulto , Distribuição por Idade , Idoso , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Modelos Estatísticos , Prevalência , Sistema de Registros/estatística & dados numéricos , Fatores de Risco , Escócia/epidemiologia , Distribuição por Sexo
10.
Diabetologia ; 55(11): 2929-37, 2012 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-22945303

RESUMO

AIMS/HYPOTHESIS: Current drug labels for thiazolidinediones (TZDs) warn of increased fractures, predominantly for distal fractures in women. We examined whether exposure to TZDs affects hip fracture in women and men and compared the risk to that found with other drugs used in diabetes. METHODS: Using a nationwide database of prescriptions, hospital admissions and deaths in those with type 2 diabetes in Scotland we calculated TZD exposure among 206,672 individuals. Discrete-time failure analysis was used to model the effect of cumulative drug exposure on hip fracture during 1999-2008. RESULTS: There were 176 hip fractures among 37,479 exposed individuals. Hip fracture risk increased with cumulative exposure to TZD: OR per year of exposure 1.18 (95% CI 1.09, 1.28; p = 3 × 10(-5)), adjusted for age, sex and calendar month. Hip fracture increased with cumulative exposure in both men (OR 1.20; 95% CI 1.03, 1.41) and women (OR 1.18; 95% CI 1.07, 1.29) and risks were similar for pioglitazone (OR 1.18) and rosiglitazone (OR 1.16). The association was similar when adjusted for exposure to other drugs for diabetes and for other potential confounders. There was no association of hip fracture with cumulative exposure to sulfonylureas, metformin or insulin in this analysis. The 90-day mortality associated with hip fractures was similar in ever-users of TZD (15%) and in never-users (13%). CONCLUSIONS/INTERPRETATION: Hip fracture is a severe adverse effect with TZDs, affecting both sexes; labels should be changed to warn of this. The excess mortality is at least as much as expected from the reported association of pioglitazone with bladder cancer.


Assuntos
Diabetes Mellitus Tipo 2/tratamento farmacológico , Diabetes Mellitus Tipo 2/epidemiologia , Fraturas do Quadril/induzido quimicamente , Fraturas do Quadril/epidemiologia , Tiazolidinedionas/efeitos adversos , Distribuição por Idade , Idoso , Bases de Dados Factuais/estatística & dados numéricos , Prescrições de Medicamentos/estatística & dados numéricos , Feminino , Seguimentos , Hospitalização/estatística & dados numéricos , Humanos , Hipoglicemiantes/administração & dosagem , Hipoglicemiantes/efeitos adversos , Masculino , Pessoa de Meia-Idade , Farmacoepidemiologia/estatística & dados numéricos , Pioglitazona , Fatores de Risco , Rosiglitazona , Escócia/epidemiologia , Distribuição por Sexo , Tiazolidinedionas/administração & dosagem
11.
J Intern Med ; 271(3): 294-304, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-21883535

RESUMO

OBJECTIVES: Insulin resistance is associated with increased CD36 expression in a number of tissues. Moreover, excess macrophage CD36 may initiate atherosclerotic lesions. The aim of this study was to determine whether plasma soluble CD36 (sCD36) was associated with insulin resistance, fatty liver and carotid atherosclerosis in nondiabetic subjects. METHODS: In 1296 healthy subjects without diabetes or hypertension recruited from 19 centres in 14 European countries (RISC study), we determined the levels of sCD36, adiponectin, lipids and liver enzymes, insulin sensitivity (M/I) by euglycaemic-hyperinsulinaemic clamp, carotid atherosclerosis as intima-media thickness (IMT) and two estimates of fatty liver, the fatty liver index (FLI) and liver fat percentage (LF%). RESULTS: IMT, FLI, LF%, presence of the metabolic syndrome, impaired glucose regulation, insulin and triglycerides increased across sCD36 quartiles (Q2-Q4), whereas adiponectin and M/I decreased (P ≤ 0.01). sCD36 was lower in women than in men (P = 0.045). Log sCD36 showed a bimodal distribution, and amongst subjects with sCD36 within the log-normal distribution (log-normal population, n = 1029), sCD36 was increased in subjects with impaired glucose regulation (P = 0.045), metabolic syndrome (P = 0.006) or increased likelihood of fatty liver (P < 0.001). sCD36 correlated significantly with insulin, triglycerides, M/I and FLI (P < 0.05) after adjustment for study centre, gender, age, glucose tolerance status, smoking habits and alcohol consumption. In the log-normal population, these relationships were stronger than in the total study population and, additionally, sCD36 was significantly associated with LF% and IMT (P < 0.05). CONCLUSIONS: In this cross-sectional study of nondiabetic subjects, sCD36 was significantly associated with indices of insulin resistance, carotid atherosclerosis and fatty liver. Prospective studies are needed to further evaluate the role of sCD36 in the inter-relationship between atherosclerosis, fatty liver and insulin resistance.


Assuntos
Aterosclerose/sangue , Antígenos CD36/sangue , Diabetes Mellitus/sangue , Fígado Gorduroso/sangue , Resistência à Insulina/fisiologia , Adulto , Algoritmos , Biomarcadores/sangue , Índice de Massa Corporal , Estudos de Coortes , Estudos Transversais , Ensaio de Imunoadsorção Enzimática , Europa (Continente) , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Estudos Prospectivos
12.
Diabet Med ; 29(10): 1321-6, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22823450

RESUMO

AIMS: Research priorities are often set by academic researchers or the pharmaceutical industry. The interests of patients, carers and clinicians may therefore be overlooked and research questions that matter may be neglected. The aims of this study were to collect uncertainties about the treatment of Type 1 diabetes from patients, carers and health professionals, and to collate and prioritize these uncertainties to develop a top 10 list of research priorities, using a structured priority-setting partnership of patients, carers, health professionals and diabetes organizations, as described by the James Lind Alliance. METHODS: A partnership of interested organizations was set up, and from this a steering committee of 10 individuals was formed. An online and paper survey was used to identify uncertainties. These were collated, and the steering group carried out an interim priority-setting exercise with partner organizations. This group of uncertainties was then voted on to give a smaller list that went forward to the final priority-setting workshop. At this meeting, a final list of the top 10 research priorities was agreed. RESULTS: An initial 1141 uncertainties were described. These were reduced to 88 indicative questions, 47 of which went out for voting. Twenty-four were then taken forward to a final priority-setting workshop. This workshop resulted in a list of top 10 research priorities in Type 1 diabetes. CONCLUSION: We have shown that it is possible using the James Lind Alliance process to develop an agreed top 10 list of research priorities for Type 1 diabetes from health professionals, patients and carers.


Assuntos
Diabetes Mellitus Tipo 1 , Prioridades em Saúde/estatística & dados numéricos , Pesquisa/estatística & dados numéricos , Comportamento Cooperativo , Feminino , Pessoal de Saúde , Humanos , Masculino , Inquéritos e Questionários , Incerteza
13.
Comput Biol Med ; 151(Pt A): 106024, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36327887

RESUMO

BACKGROUND: COVID-19 infected millions of people and increased mortality worldwide. Patients with suspected COVID-19 utilised emergency medical services (EMS) and attended emergency departments, resulting in increased pressures and waiting times. Rapid and accurate decision-making is required to identify patients at high-risk of clinical deterioration following COVID-19 infection, whilst also avoiding unnecessary hospital admissions. Our study aimed to develop artificial intelligence models to predict adverse outcomes in suspected COVID-19 patients attended by EMS clinicians. METHOD: Linked ambulance service data were obtained for 7,549 adult patients with suspected COVID-19 infection attended by EMS clinicians in the Yorkshire and Humber region (England) from 18-03-2020 to 29-06-2020. We used support vector machines (SVM), extreme gradient boosting, artificial neural network (ANN) models, ensemble learning methods and logistic regression to predict the primary outcome (death or need for organ support within 30 days). Models were compared with two baselines: the decision made by EMS clinicians to convey patients to hospital, and the PRIEST clinical severity score. RESULTS: Of the 7,549 patients attended by EMS clinicians, 1,330 (17.6%) experienced the primary outcome. Machine Learning methods showed slight improvements in sensitivity over baseline results. Further improvements were obtained using stacking ensemble methods, the best geometric mean (GM) results were obtained using SVM and ANN as base learners when maximising sensitivity and specificity. CONCLUSIONS: These methods could potentially reduce the numbers of patients conveyed to hospital without a concomitant increase in adverse outcomes. Further work is required to test the models externally and develop an automated system for use in clinical settings.


Assuntos
COVID-19 , Aprendizado Profundo , Adulto , Humanos , Inteligência Artificial , COVID-19/diagnóstico , Aprendizado de Máquina , Hospitais
14.
Diabetologia ; 54(8): 2000-8, 2011 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-21607632

RESUMO

AIMS/HYPOTHESIS: The rising prevalence of diabetes worldwide has increased interest in the cost of diabetes. Inpatient costs for all people with diabetes in Scotland were investigated. METHODS: The Scottish Care Information-Diabetes Collaboration (SCI-DC), a real-time clinical information system of almost all diagnosed cases of diabetes in Scotland, UK, was linked to data on all hospital admissions for people with diabetes. Inpatient stay costs were estimated using the 2007-2008 Scottish National Tariff. The probability of hospital admission and total annual cost of admissions were estimated in relation to age, sex, type of diabetes, history of vascular admission, HbA(1c), creatinine, body mass index and diabetes duration. RESULTS: In Scotland during 2005-2007, 24,750 people with type 1 and 195,433 people with type 2 diabetes were identified, accounting for approximately 4.3% of the total Scottish population (5.1 million). The estimated total annual cost of admissions for all people diagnosed with type 1 and type 2 diabetes was £26 million and £275 million, respectively, approximately 12% of the total Scottish inpatient expenditure (£2.4 billion). Sex, increasing age, serum creatinine, previous vascular history and HbA(1c) (the latter differentially in type 1 and type 2) were all associated with likelihood and total annual cost of admission. CONCLUSIONS/INTERPRETATION: Diabetes inpatient expenditure accounted for 12% of the total Scottish inpatient expenditure, whilst people with diabetes account for 4.3% of the population. Of the modifiable risk factors, HbA(1c) was the most important driver of cost in type 1 diabetes.


Assuntos
Diabetes Mellitus Tipo 1/economia , Diabetes Mellitus Tipo 1/epidemiologia , Diabetes Mellitus Tipo 2/economia , Diabetes Mellitus Tipo 2/epidemiologia , Hospitalização/economia , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Escócia/epidemiologia , Adulto Jovem
15.
Diabetologia ; 54(12): 3003-6, 2011 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-21959958

RESUMO

AIMS/HYPOTHESIS: To describe the associations between age, sex and BMI at diagnosis of type 2 diabetes, and test the hypothesis that men are diagnosed with diabetes at lower average BMI than women of similar age. METHODS: Linear regression was used to estimate and compare the relationship between age and BMI at diagnosis among 51,920 men and 43,137 women included in a population-based diabetes register in Scotland for whom an index BMI measurement was taken within 1 year of diabetes diagnosis. We also examined HbA(1c) values by sex within the same timescale. RESULTS: Mean BMI closest to date of diagnosis of type 2 diabetes mellitus was 31.83 kg/m(2) (SD 5.13) in men and 33.69 kg/m(2) (SD 6.43) in women. The inverse relationship between age and BMI at diagnosis of type 2 diabetes mellitus was significantly steeper in women than in men (slope estimate in men -0.12 kg/m(2) per year [95% CI -0.13, -0.12] women -0.18 kg/m(2) per year [95% CI -0.18, -0.17], p < 0.0001 for formal test of interaction). Mean BMI difference was most marked at younger ages and narrowed with advancing age. However, HbA(1c) levels within 1 year of diagnoses were broadly similar in men and women. CONCLUSIONS/INTERPRETATION: Men are diagnosed with type 2 diabetes at lower BMI than women across the age range. This observation may help explain why type 2 diabetes is more common among middle-aged men in populations of European extraction. Whether the same pattern is also observed in other ethnic groups requires confirmation.


Assuntos
Índice de Massa Corporal , Diabetes Mellitus Tipo 2/etiologia , Adulto , Idade de Início , Idoso , Diabetes Mellitus Tipo 2/diagnóstico , Feminino , Hemoglobinas Glicadas/análise , Humanos , Masculino , Pessoa de Meia-Idade , Risco , Escócia/epidemiologia , Fatores Sexuais
16.
Diabetologia ; 53(5): 809-20, 2010 May.
Artigo em Inglês | MEDLINE | ID: mdl-20057994

RESUMO

AIMS/HYPOTHESIS: As adding metformin to insulin therapy has been advocated in type 1 diabetes, we conducted a systematic review of published clinical trials and clinical trial databases to assess the effects on HbA(1c), weight, insulin-dose requirement and adverse effects. METHODS: We constructed evidence tables and fitted a fixed-effects model (inverse variance method) in order to assess heterogeneity between studies and give a crude measure of each overall treatment effect. RESULTS: Of 197 studies identified, nine involved randomisation with informed consent of patients with type 1 diabetes to metformin (vs placebo or comparator) in either a parallel or crossover design for at least 1 week. We noted marked heterogeneity in study design, drug dose, age of participants and length of follow-up. Metformin was associated with reductions in: (1) insulin-dose requirement (5.7-10.1 U/day in six of seven studies); (2) HbA(1c) (0.6-0.9% in four of seven studies); (3) weight (1.7-6.0 kg in three of six studies); and (4) total cholesterol (0.3-0.41 mmol/l in three of seven studies). Metformin was well tolerated, albeit with a trend towards increased hypoglycaemia. Formal estimates of combined effects from the five trials which reported appropriate data indicated a significant reduction in insulin dose (6.6 U/day, p < 0.001) but no significant reduction in HbA(1c) (absolute reduction 0.11%, p = 0.42). No reported trials included cardiovascular outcomes. CONCLUSIONS/INTERPRETATION: Metformin reduces insulin-dose requirement in type 1 diabetes but it is unclear whether this is sustained beyond 1 year and whether there are benefits for cardiovascular and other key clinical outcomes.


Assuntos
Diabetes Mellitus Tipo 1/tratamento farmacológico , Metformina/uso terapêutico , Ensaios Clínicos como Assunto , Quimioterapia Combinada , Humanos , Hipoglicemiantes/uso terapêutico , Insulina/uso terapêutico , Resultado do Tratamento
17.
Health Promot Int ; 25(4): 384-93, 2010 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-20605847

RESUMO

A number of modifiable health risks, such as smoking, inactivity and obesity have been linked to increased employer costs, including decreased productivity and increased absenteeism and health claims. The purpose of this paper is to report on the health profile and prevalence of modifiable health risks in an Atlantic Canadian Employee Database. Data were collected over a 5-year period (2001-2006) by the Atlantic Health and Wellness Institute, the research arm of Creative Wellness Solutions, in Halifax, Nova Scotia, Canada. Each employee of 51 workplaces (n = 6067; 2665 males, 3402 females; average age 41.3 years) completed a Health Risk Assessment questionnaire on smoking, nutrition and physical activity behaviours. Clinical data measurements were blood pressure, blood cholesterol, weight and height. Data were compared for private, public and health sectors. Sixteen percent had elevated blood pressure (≥ 140/90 mmHg), 20% smoked cigarettes, 70% were overweight [body mass index (BMI) ≥ 25 kg/m(2)], 31% were obese (BMI ≥ 30 kg/m(2)), 38% had elevated non-fasting cholesterol levels (≥ 5.20 mmol/l) and 49% were inactive (<20-30 min, three to five times per week). Moreover, 50% had two to four major modifiable health risks (i.e. daily tobacco smoking, physical inactivity, overweight and high blood pressure). Health care sector employees were healthier overall, but there was substantial room for improvement. The present analysis identified an alarming prevalence of modifiable health risks in Atlantic Canadian employees. Workplaces need to invest in workplace wellness to reduce the risks and promote better health among employees, thus increasing productivity and decreasing the financial burden on employers.


Assuntos
Comportamentos Relacionados com a Saúde , Indicadores Básicos de Saúde , Nível de Saúde , Saúde Ocupacional/estatística & dados numéricos , Absenteísmo , Adulto , Bases de Dados Factuais , Exercício Físico , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Nova Escócia/epidemiologia , Obesidade/epidemiologia , Setor Privado/estatística & dados numéricos , Setor Público/estatística & dados numéricos , Fumar/epidemiologia , Local de Trabalho/economia , Adulto Jovem
18.
J Vet Intern Med ; 24(6): 1421-6, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20738770

RESUMO

BACKGROUND: Owners' perceptions and priorities regarding quality of life (QoL) are important considerations given the unknown efficacy of many commonly administered medications, stress of hospital visits, difficulties providing home care, and personal choices including euthanasia. OBJECTIVE: To describe the relative importance of quality versus quantity of life to owners of cats with heart disease. ANIMALS: Two hundred and thirty-nine cats with heart disease. METHODS: Prospective questionnaire-based clinical study. Cat owners completed a questionnaire to identify important parameters when assessing their cat's QoL, the relative importance of quality versus quantity of life, and willingness to trade survival time for QoL. Variables associated with these parameters were evaluated with multivariate analyses. RESULTS: Appetite, owner interaction, sleep patterns, and litterbox habits were deemed important to QoL. Concern over pet suffering was significantly greater than concern over life expectancy. Ninety-three percent of owners were willing to trade survival time for good QoL; 57% of these were willing to trade up to 6 months. On multivariate analysis, the only factor significantly (P=.002) associated with willingness to trade 6 months was study site. Owner concern regarding stress of administering medications at home increased with number and frequency of medications. CONCLUSIONS AND CLINICAL RELEVANCE: These results indicated that QoL is more important to owners of cats with heart disease than longevity. The various priorities and concerns of cat owners should be taken into account in order to provide optimal care.


Assuntos
Doenças do Gato/psicologia , Cardiopatias/veterinária , Qualidade de Vida , Bem-Estar do Animal , Animais , Gatos , Coleta de Dados , Feminino , Cardiopatias/psicologia , Humanos , Masculino , Propriedade , Satisfação do Paciente , Inquéritos e Questionários
19.
Diabetologia ; 52(11): 2435-2444, 2009 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-19756484

RESUMO

AIMS/HYPOTHESIS: The first-degree offspring of patients with type 2 diabetes are prone to develop type 2 diabetes, and have both insulin resistance and beta cell impairment. However, it is still unclear whether both pathophysiological features are inseparably combined and which is the outstanding determinant in the offspring. METHODS: Glucose metabolism, insulin sensitivity (calculated as M value divided by insulin [M/I]) and beta cell function were studied in the offspring of individuals with type 2 diabetes (n = 187; 57% females; age 43.8 +/- 8.1 years; BMI 26.8 +/- 4.5 kg/m(2)) and in individuals without a family history of type 2 diabetes (controls, n = 519, 55% females; age 43.4 +/- 8.2 years; BMI 26.4 +/- 3.7 kg/m(2), no significant differences between the groups for any characteristic) by performance of 75 g OGTT and 2 h hyperinsulinaemic (40 mU min(-1) m(-2))-isoglycaemic clamp tests. Beta cell function was evaluated by calculating insulinogenic index (IGI) from C-peptide AUC:glucose AUC ratios from the first hour of OGTT (IGI[60 min]) and from the total OGTT (IGI[120 min]). RESULTS: During the OGTT, the offspring of individuals with type 2 diabetes showed 4-14% higher plasma glucose from 30 to 120 min (p < 0.05) and 20-29% higher serum insulin from 90 to 120 min, but decreased IGI(60 min) and IGI(120 min) (p < 0.05). M/I was 11% lower in the offspring of affected individuals than in controls (p < 0.01). To study the offspring of patients with type 2 diabetes with insulin sensitivity similar to that of the control group, the offspring of affected patients were divided into M/I quartiles. Those in the third M/I quartile showed M/I values and major anthropometric characteristics similar to those of the controls, but insulin AUC and C-peptide AUC values were lower in the first hour and the total OGTT (p < 0.05). The third M/I quartile had lower IGI values at 60 min and 120 min: 11% and 14% lower, respectively (p < 0.02). CONCLUSIONS/INTERPRETATION: The first-degree offspring of type 2 diabetic patients show insulin resistance and beta cell dysfunction in response to oral glucose challenge. Beta cell impairment exists in insulin-sensitive offspring of patients with type 2 diabetes, suggesting beta cell dysfunction to be a major defect determining diabetes development in diabetic offspring.


Assuntos
Diabetes Mellitus Tipo 2/genética , Células Secretoras de Insulina/fisiologia , Adulto , Glicemia/metabolismo , Índice de Massa Corporal , Criança , Filho de Pais com Deficiência/estatística & dados numéricos , Diabetes Mellitus Tipo 2/sangue , Diabetes Mellitus Tipo 2/fisiopatologia , Feminino , Técnica Clamp de Glucose , Teste de Tolerância a Glucose , Humanos , Masculino , Anamnese , Pessoa de Meia-Idade
20.
Toxicon ; 51(4): 635-48, 2008 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-18207483

RESUMO

Shellfish samples were collected from coastal and offshore aquaculture sites and harvesting areas in Scottish waters between March 2003 and September 2004. Samples were analysed for the presence of algal toxins using traditional mouse bioassays for the detection of paralytic shellfish poisoning (PSP) toxins and diarrhetic shellfish poisoning (DSP) toxins; immuno-lateral flow chromatography for the detection of PSP toxins in the form of the Jellett Rapid Test; high-performance liquid chromatography (HPLC) with UV diode-array for the detection of amnesic shellfish poisoning (ASP) toxins; and liquid chromatography with mass spectrometry (LC-MS) for the detection of multiple lipophilic shellfish toxins (LSTs) including pectenotoxins (PTXs), yessotoxins (YTXs), azaspiracids (AZAs) and toxins from the 'traditional' DSP toxin group, okadaic acid (OA) and dinophysistoxins (DTXs). In order to investigate the presence of OA esters, alkaline hydrolysis was performed. All toxin groups were detected with a geographically widespread distribution. ASP toxins were the most prevalent occurring in 69% of samples. Using the PSP mouse bioassay, PSP toxins were detected in 5% of shellfish samples from coastal waters around the islands and the east coast. The Jellett Rapid Test for PSP toxins revealed a wider distribution (24% of samples) including the west coast of Scotland. Toxins from the 'traditional' DSP toxin group (OA/DTXs) and/or other LST groups (PTXs, YTXs and AZAs) were detected by LC-MS in 63% of the shellfish analysed. PSP, ASP toxins and LSTs occurred concurrently in a limited sample set, highlighting the importance of using methods capable of detecting multiple algal toxin groups in Scottish shellfish monitoring programmes.


Assuntos
Eucariotos/metabolismo , Toxinas Marinhas/análise , Frutos do Mar/análise , Animais , Contaminação de Alimentos , Toxinas Marinhas/metabolismo , Escócia , Fatores de Tempo
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