RESUMO
This retrospective cohort study compared real-world clinical and healthcare-resource utilization (HCRU) data in patients with type 2 diabetes using basal insulin (BI) who switched to insulin glargine 300 units/mL (Gla-300) or another BI. Data from the Predictive Health Intelligence Environment database 12 months before (baseline) and 6 months after (follow-up) the switch date (index date, March 1, 2015 to May 31, 2016) included glycated haemoglobin A1c (HbA1c), hypoglycaemia, HCRU and associated costs. Baseline characteristics were balanced using propensity score matching. Change in HbA1c from baseline was similar in both matched cohorts (n = 1819 in each). Hypoglycaemia incidence and adjusted event rate were significantly lower with Gla-300. Patients switching to Gla-300 had a significantly lower incidence of HCRU related to hypoglycaemia. All-cause and diabetes-related hospitalization and emergency-department HCRU were also favourable for Gla-300. Lower HCRU translated to lower costs in patients using Gla-300. In this real-world study, switching to Gla-300 reduced the risk of hypoglycaemia in patients with type 2 diabetes when compared with those switching to another BI, resulting in less HCRU and potential savings of associated costs.
Assuntos
Redução de Custos , Diabetes Mellitus Tipo 2/tratamento farmacológico , Custos de Cuidados de Saúde , Hiperglicemia/prevenção & controle , Hipoglicemia/prevenção & controle , Insulina Glargina/uso terapêutico , Estudos de Coortes , Custos e Análise de Custo , Prestação Integrada de Cuidados de Saúde , Diabetes Mellitus Tipo 2/sangue , Diabetes Mellitus Tipo 2/economia , Composição de Medicamentos , Monitoramento de Medicamentos/economia , Registros Eletrônicos de Saúde , Feminino , Seguimentos , Hemoglobinas Glicadas/análise , Humanos , Hiperglicemia/economia , Hiperglicemia/terapia , Hipoglicemia/induzido quimicamente , Hipoglicemia/economia , Hipoglicemia/terapia , Insulina/efeitos adversos , Insulina/economia , Insulina/uso terapêutico , Insulina Glargina/efeitos adversos , Insulina Glargina/economia , Masculino , Pessoa de Meia-Idade , Aceitação pelo Paciente de Cuidados de Saúde , Estudos Retrospectivos , Estados UnidosRESUMO
This document represents the official position of the American Association of Clinical Endocrinologists and the American College of Endocrinology. Where there were no randomized controlled trials or specific U.S. FDA labeling for issues in clinical practice, the participating clinical experts utilized their judgment and experience. Every effort was made to achieve consensus among the committee members. Position statements are meant to provide guidance, but they are not to be considered prescriptive for any individual patient and cannot replace the judgment of a clinician.
Assuntos
Automonitorização da Glicemia , Glicemia/análise , Diabetes Mellitus Tipo 1/sangue , Endocrinologia , Automonitorização da Glicemia/instrumentação , Automonitorização da Glicemia/métodos , Consenso , Análise Custo-Benefício , Diabetes Mellitus Tipo 1/tratamento farmacológico , Hemoglobinas Glicadas/análise , Humanos , Hipoglicemia/sangue , Hipoglicemia/prevenção & controle , Hipoglicemiantes/uso terapêutico , Sistemas de Infusão de Insulina/economia , Reembolso de Seguro de Saúde/legislação & jurisprudência , Legislação como Assunto , Sensibilidade e Especificidade , Sociedades Médicas , Fatores de Tempo , Estados UnidosRESUMO
OBJECTIVE: FlexTouch® (FT) is a new prefilled insulin pen with no push-button extension and a low injection force used to deliver several basal insulins, including insulin degludec across a wide dose range (1 - 80 units with FT 100 IU/ml [FT100] and 2 - 160 units with 200 IU/ml [FT200]). This study was carried out to evaluate whether the novel features of FT affect the preferences of the device among patients with diabetes and healthcare professionals compared with the widely used SoloSTAR® pen. RESEARCH DESIGN AND METHODS: A multicenter, randomized, open-label, crossover study compared FT100 and FT200 with SoloSTAR. The study included patients with either type 1 (n = 22) or type 2 diabetes (n = 42), nurses (n = 32) and physicians (n = 32). Subjects were randomized to test each of the FT100, FT200 and SoloSTAR pens in a crossover set up. Subjects performed injections into a foam cushion at 4 - 6 different doses per device (2, 20, 40, 80, 120 and 160 IU). RESULTS: Overall, a significantly higher proportion of subjects, including dexterity-impaired and pen-naive patients, preferred to use FT100 (93.0%; 119/128) and FT200 (91.4%; 117/128) compared with 2.3% (3/128) and 3.9% (5/128) who preferred SoloSTAR (p < 0.001), respectively. CONCLUSION: FT100 and FT200 were preferred over SoloSTAR by nurses, physicians and patients with diabetes. This may be due to the novel design of FT, which improves ease of use, preference and confidence in delivering a complete, accurate dose of insulin, even at high doses.
Assuntos
Diabetes Mellitus Tipo 1/tratamento farmacológico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Hipoglicemiantes/administração & dosagem , Insulina de Ação Prolongada/administração & dosagem , Adulto , Idoso , Estudos Cross-Over , Sistemas de Liberação de Medicamentos/instrumentação , Feminino , Pessoal de Saúde/estatística & dados numéricos , Humanos , Hipoglicemiantes/farmacocinética , Injeções/instrumentação , Insulina de Ação Prolongada/uso terapêutico , Masculino , Pessoa de Meia-Idade , Enfermeiras e Enfermeiros/estatística & dados numéricos , Preferência do Paciente , Médicos/estatística & dados numéricosRESUMO
Spider neurotoxins are commonly used as pharmacological tools and are a popular source of novel compounds with therapeutic and agrochemical potential. Since venom peptides are inherently toxic, the host spider must employ strategies to avoid adverse effects prior to venom use. It is partly for this reason that most spider toxins encode a protective proregion that upon enzymatic cleavage is excised from the mature peptide. In order to identify the mature toxin sequence directly from toxin transcripts, without resorting to protein sequencing, the propeptide cleavage site in the toxin precursor must be predicted bioinformatically. We evaluated different machine learning strategies (support vector machines, hidden Markov model and decision tree) and developed an algorithm (SpiderP) for prediction of propeptide cleavage sites in spider toxins. Our strategy uses a support vector machine (SVM) framework that combines both local and global sequence information. Our method is superior or comparable to current tools for prediction of propeptide sequences in spider toxins. Evaluation of the SVM method on an independent test set of known toxin sequences yielded 96% sensitivity and 100% specificity. Furthermore, we sequenced five novel peptides (not used to train the final predictor) from the venom of the Australian tarantula Selenotypus plumipes to test the accuracy of the predictor and found 80% sensitivity and 99.6% 8-mer specificity. Finally, we used the predictor together with homology information to predict and characterize seven groups of novel toxins from the deeply sequenced venom gland transcriptome of S. plumipes, which revealed structural complexity and innovations in the evolution of the toxins. The precursor prediction tool (SpiderP) is freely available on ArachnoServer (http://www.arachnoserver.org/spiderP.html), a web portal to a comprehensive relational database of spider toxins. All training data, test data, and scripts used are available from the SpiderP website.
Assuntos
Peptídeos/química , Peptídeos/metabolismo , Proteólise , Venenos de Aranha/química , Venenos de Aranha/metabolismo , Aranhas , Máquina de Vetores de Suporte , Algoritmos , Sequência de Aminoácidos , Animais , Sítios de Ligação , Árvores de Decisões , Cadeias de Markov , Dados de Sequência MolecularRESUMO
OBJECTIVES: The primary objective of this study was to investigate the dosing accuracy of the new prefilled FlexTouch insulin pen (FT) in comparison to conventional vial and syringe (V&S) when used by patients (Pts), caregivers (CG) and healthcare professionals (HCPs). METHODS: A total of 120 subjects participated in the trial (40 diabetes patients aged 61 ± 11 [mean ± SD] yrs, 20 caregivers [parents and other relatives], 20 physicians, and 40 nurses/certified diabetes educators). The participants were introduced to the devices in randomized order and were asked to perform injections of 5, 25, 43 and 79 IU doses into laboratory tubes. Dosing accuracy was analyzed by weighing the tubes on a pharmaceutical balance and calculating the mean absolute deviation (MAD) from the intended doses. After completing a device assessment questionnaire, Patient Perception Questionnaire (PPQ), with questions regarding device design and performance, the procedure was repeated for the other device, and the patients were finally asked to complete a device preference questionnaire (DPQ). RESULTS: Dosing accuracy was significantly better for FT when used by any of the cohorts at all doses. (MAD ± SD for FT/V&S; 5 IU: 0.4 ± 0.4/0.6 ± 0.6 IU; 25 IU: 0.3 ± 0.4/0.7 ± 0.9 IU; 43 IU: 0.4 ± 0.4/0.9 ± 1.2 IU; 79 IU: 0.5 ± 0.5/1.7 ± 1.6 IU, p < 0.005 for all doses). Dosing accuracy with FT for all three subgroups was comparable (patients: 0.35-0.59 IU; HCP&CG: 0.29-0.54 IU; n.s.). Dosing accuracy with V&S for all three subgroups was not comparable: HCP and CG performed much better with V&S than patients and delivered the doses with significantly higher accuracy (range of mean MAD; patients: 0.81-2.54 IU; HCP&CG: 0.51-1.30 IU, p < 0.005 at all doses). FT was ranked superior to V&S for all aspects of the PPQ. In the DPQ, 93% of the patients voted for FT (neutral: 5%, V&S: 2%), (CG: 100%/0%/0%; HCPs: 85%/2%/13%; p < 0.001 in all cases). CONCLUSION: FT, compared to V&S, was more accurate at all tested doses and was used with similar accuracy by patients, HCPs, and CGs. Using questionnaires only, and without dexterity assessment, study participants rated FT higher than V&S in every component of the PPQ and the vast majority of them preferred FT. These findings may point to a better alternative for dosing accuracy and improved adherence when using the new prefilled insulin pen compared to V&S for insulin delivery in patients with diabetes.
Assuntos
Cuidadores , Diabetes Mellitus Tipo 1/tratamento farmacológico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Hipoglicemiantes/administração & dosagem , Insulina/administração & dosagem , Enfermeiras e Enfermeiros , Médicos , Idoso , Estudos Cross-Over , Feminino , Humanos , Injeções Subcutâneas/instrumentação , Injeções Subcutâneas/métodos , Masculino , Pessoa de Meia-Idade , SeringasRESUMO
OBJECTIVE: FlexTouch * (FT) is a new prefilled insulin pen with no push-button extension at any set dose and a low activation force that is designed to improve ease of use and insulin administration. This paper reports the results of two usability studies assessing perceptions of FT compared with KwikPen (KP)and SoloStar (SS) among healthcare professionals (HCPs; both physicians and nurses) and people with diabetes (both insulin pen-experienced and insulin pen-naïve). RESEARCH DESIGN AND METHODS: Participants were randomly assigned to start with FT or KP in one study and FT or SS in the other. Participants performed injections at different doses (20, 40 and 60 International Units [IU] in the FT vs. KP study or 20, 40 and 80 IU in the FT vs. SS study) into a foam cushion before answering questions on ease of use, teaching and learning, confidence and preference. RESULTS: A total of 59 people with diabetes and 61 HCPs took part in the FT vs. SS study, and 79 people with diabetes and 81 HCPs took part in the FT vs. KP study. Considerably more patients and HCPs rated FT as very/fairly easy to inject with than KP or SS, particularly at the maximum dose (≥80% vs. ≤38% and ≤23%, respectively), and more were very/rather confident in the ability to manage daily insulin injections with FT than KP or SS. Overall, FT was rated significantly higher for ease of teaching and learning to use than KP or SS (all p < 0.001 vs. FT), and was preferred for teaching and learning compared with KP or SS (≥39% vs. ≤4% and ≤6%, respectively). More patients and HCPs would recommend FT (≥95%) than KP (≤72%) or SS (≤71%). The same pattern was generally seen across physicians, nurses, insulin pen-experienced and pen-naïve participants. CONCLUSIONS: The findings suggest that devices such as FT are easy to use and can be prescribed with relatively few training needs, which may improve ease of insulin initiation, increase pen use, and ultimately improve treatment adherence. A limitation of the usability questionnaire used in this study is that it did not assess the factors that influence preference. Further analyses could be conducted to determine the factors that appeal to different users.
Assuntos
Equipamentos e Provisões , Pessoal de Saúde , Insulina/administração & dosagem , Educação de Pacientes como Assunto , Pacientes , Seringas/estatística & dados numéricos , Diabetes Mellitus/tratamento farmacológico , Diabetes Mellitus/epidemiologia , Equipamentos e Provisões/provisão & distribuição , Pessoal de Saúde/estatística & dados numéricos , Humanos , Hipoglicemiantes/administração & dosagem , Injeções/instrumentação , Injeções Subcutâneas , Sistemas de Infusão de Insulina , Aprendizagem/fisiologia , Pacientes/estatística & dados numéricos , Relações Profissional-Paciente , Seringas/provisão & distribuição , EnsinoRESUMO
Continuous glucose monitoring (CGM) is a new tool that has recently become available to people with diabetes. Properly designing and conducting trials in order to answer important questions regarding the clinical usefulness of CGM is very difficult and fraught with many confounding variables and unique challenges. Initial clinical trials using older technology using retrospective data analysis have not shown unequivocal benefit; however, more recent data using real-time CGM suggest significant improvements in important clinical outcomes such as hemoglobin A1c, time spent in the hypo- and hyperglycemic range, glucose variability, quality of life, and perceived value to physicians and patients. Additional variables such as age of the subject and duration of sensor use have important implications in defining the benefits of CGM in a heterogeneous population with diabetes. This review will present the most relevant recent literature and comment on the methodological difficulties that have made this field challenging.