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BACKGROUND & AIMS: This study assessed the effects of the glucagon-like peptide-1 (GLP-1)/glucagon receptor co-agonist efinopegdutide relative to the selective GLP-1 receptor agonist semaglutide on liver fat content (LFC) in patients with non-alcoholic fatty liver disease (NAFLD). METHODS: This was a phase IIa, randomized, active-comparator-controlled, parallel-group, open-label study. A magnetic resonance imaging-estimated proton density fat fraction assessment was performed to determine LFC at screening and Week 24. Participants with an LFC of ≥10% at screening were randomized 1:1 to efinopegdutide 10 mg or semaglutide 1 mg, both administered subcutaneously once weekly for 24 weeks. Participants were stratified according to the concurrent diagnosis of type 2 diabetes mellitus (T2DM). Both drugs were titrated to the target dose over an 8-week time period. The primary efficacy endpoint was relative reduction from baseline in LFC (%) after 24 weeks of treatment. RESULTS: Among 145 randomized participants (efinopegdutide n = 72, semaglutide n = 73), 33.1% had T2DM. At baseline, mean BMI was 34.3 kg/m2 and mean LFC was 20.3%. The least squares (LS) mean relative reduction from baseline in LFC at Week 24 was significantly (p <0.001) greater with efinopegdutide (72.7% [90% CI 66.8-78.7]) than with semaglutide (42.3% [90% CI 36.5-48.1]). Both treatment groups had an LS mean percent reduction from baseline in body weight at Week 24 (efinopegdutide 8.5% vs. semaglutide 7.1%; p = 0.085). Slightly higher incidences of adverse events and drug-related adverse events were observed in the efinopegdutide group compared with the semaglutide group, primarily related to an imbalance in gastrointestinal adverse events. CONCLUSIONS: In patients with NAFLD, treatment with efinopegdutide 10 mg weekly led to a significantly greater reduction in LFC than semaglutide 1 mg weekly. CLINICAL TRIAL NUMBER: EudraCT: 2020-005136-30; NCT: 04944992. IMPACT AND IMPLICATIONS: Currently, there are no approved therapies for non-alcoholic steatohepatitis (NASH). The weight loss associated with glucagon-like peptide-1 (GLP-1) receptor agonists has been shown to decrease hepatic inflammation in patients with NASH. In addition to reducing liver fat content (LFC) indirectly through weight loss, glucagon receptor agonism may also reduce LFC by acting on the liver directly to stimulate fatty acid oxidation and reduce lipogenesis. This study demonstrated that treatment of patients with non-alcoholic fatty liver disease with the GLP-1/glucagon receptor co-agonist efinopegdutide (10 mg weekly) led to a significantly greater reduction in LFC compared to treatment with the GLP-1 receptor agonist semaglutide (1 mg weekly), suggesting that efinopegdutide may be an effective treatment for NASH.
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Receptor del Péptido 1 Similar al Glucagón , Enfermedad del Hígado Graso no Alcohólico , Humanos , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Diabetes Mellitus Tipo 2/complicaciones , Receptor del Péptido 1 Similar al Glucagón/agonistas , Receptor del Péptido 1 Similar al Glucagón/uso terapéutico , Hipoglucemiantes/efectos adversos , Enfermedad del Hígado Graso no Alcohólico/complicaciones , Enfermedad del Hígado Graso no Alcohólico/tratamiento farmacológico , Pérdida de PesoRESUMEN
OBJECTIVE: To assess the efficacy and safety of DPP-4 inhibition with sitagliptin in youth with type 2 diabetes (T2D). STUDY DESIGN: This was a 54-week, double-blind, randomized, controlled clinical trial evaluating the safety and efficacy of DPP-4 inhibition with sitagliptin 100 mg once daily as initial oral therapy in youth with T2D. The 190 participants, aged 10-17 years, had HbA1c 6.5%-10% (7.0%-10% if on insulin). All were negative for pancreatic autoantibodies and overweight/obese at screening or diagnosis. The trial was placebo controlled for the first 20 weeks, after which metformin replaced placebo. The primary efficacy endpoint was change from baseline in HbA1c at Week 20. RESULTS: Treatment groups were well balanced at baseline (mean ± SD HbA1c = 7.5% ± 1.0, BMI percentile = 97.1% ± 6.8, age = 14.0 years ± 2.0 [57.4% <15], 60.5% female). At Week 20, least squares mean changes from baseline in HbA1c were -0.01% (sitagliptin) and 0.18% (placebo); between-group difference (95% CI) = -0.19% (-0.68, 0.30), p = 0.448. At Week 54, the changes in HbA1c were 0.45% (sitagliptin) and -0.11 (placebo/metformin). There were no notable between-group differences in the adverse event profiles through Week 54. CONCLUSIONS: DPP-4 inhibition with sitagliptin did not provide significant improvement in glycemic control. In this study, sitagliptin was generally well tolerated with a safety profile similar to that reported in adults. (ClinicalTrials.gov: NCT01485614; EudraCT: 2011-002528-42).
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Diabetes Mellitus Tipo 2/tratamiento farmacológico , Seguridad del Paciente/normas , Fosfato de Sitagliptina/farmacología , Administración Oral , Adolescente , Glucemia/análisis , Niño , Diabetes Mellitus Tipo 2/fisiopatología , Método Doble Ciego , Quimioterapia Combinada/métodos , Quimioterapia Combinada/estadística & datos numéricos , Femenino , Hemoglobina Glucada/análisis , Humanos , Hipoglucemiantes/farmacología , Hipoglucemiantes/uso terapéutico , Masculino , Metformina/farmacología , Metformina/uso terapéutico , Seguridad del Paciente/estadística & datos numéricos , Fosfato de Sitagliptina/uso terapéutico , Resultado del TratamientoRESUMEN
OBJECTIVE: To assess the efficacy and safety of sitagliptin in youth with type 2 diabetes (T2D) inadequately controlled with metformin ± insulin. STUDY DESIGN: Data were pooled from two 54-week, double-blind, randomized, placebo-controlled studies of sitagliptin 100 mg daily or placebo added onto treatment of 10- to 17-year-old youth with T2D and inadequate glycemic control on metformin ± insulin. Participants (N = 220 randomized and treated) had HbA1c 6.5%-10% (7.0%-10% if on insulin), were overweight/obese at screening or diagnosis and negative for pancreatic autoantibodies. The primary endpoint was change from baseline in HbA1c at Week 20. RESULTS: Treatment groups were well balanced at baseline (mean HbA1c = 8.0%, BMI = 30.9 kg/m2 , age = 14.4 years [44.5% <15], 65.9% female). The dose of background metformin was >1500 mg/day for 71.8% of participants; 15.0% of participants were on insulin therapy. At Week 20, LS mean changes from baseline (95% CI) in HbA1c for sitagliptin/metformin and placebo/metformin were -0.58% (-0.94, -0.22) and -0.09% (-0.43, 0.26), respectively; difference = -0.49% (-0.90, -0.09), p = 0.018; at Week 54 the LS mean (95% CI) changes were 0.35% (-0.48, 1.19) and 0.73% (-0.08, 1.54), respectively. No meaningful differences between the adverse event profiles of the treatment groups emerged through Week 54. CONCLUSIONS: These results do not suggest that addition of sitagliptin to metformin provides durable improvement in glycemic control in youth with T2D. In this study, sitagliptin was generally well tolerated with a safety profile similar to that reported in adults. (ClinicalTrials.gov: NCT01472367, NCT01760447; EudraCT: 2011-002529-23/2014-003583-20, 2012-004035-23).
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Diabetes Mellitus Tipo 2/tratamiento farmacológico , Seguridad del Paciente/normas , Fosfato de Sitagliptina/farmacología , Administración Oral , Adolescente , Glucemia/análisis , Niño , Diabetes Mellitus Tipo 2/fisiopatología , Método Doble Ciego , Quimioterapia Combinada/métodos , Quimioterapia Combinada/estadística & datos numéricos , Femenino , Hemoglobina Glucada/análisis , Humanos , Hipoglucemiantes/farmacología , Hipoglucemiantes/uso terapéutico , Masculino , Metformina/farmacología , Metformina/uso terapéutico , Seguridad del Paciente/estadística & datos numéricos , Fosfato de Sitagliptina/uso terapéutico , Resultado del TratamientoRESUMEN
AIMS: To characterize the glycaemic efficacy and safety of initiation of the dipeptidyl peptidase-4 inhibitor sitagliptin during metformin dose escalation in people with type 2 diabetes (T2D) not at glycated haemoglobin (HbA1c) goal on a sub-maximal dose of metformin. MATERIALS AND METHODS: Study participants with HbA1c ≥58 mmol/mol and ≤97 mmol/mol (≥7.5% and ≤11.0%) while on 1000 mg/d metformin were randomized to sitagliptin 100 mg once daily or placebo. All were to uptitrate metformin to 2000 mg/d. A longitudinal data analysis model was used to test the primary hypothesis that sitagliptin is superior to placebo when initiated during uptitration of metformin in reducing HbA1c at week 20. [ClinicalTrials.gov Identifier: NCT02791490, EudraCT: 2015-004224-59] RESULTS: A total of 458 participants (mean HbA1c 71.1 mmol/mol [8.7%], T2D duration 6.3 years) were treated. After 20 weeks, the least squares (LS) mean changes from baseline in HbA1c were -12.1 mmol/mol (-14.0, -10.1) (-1.10% [-1.28, -0.93]) and -7.6 mmol/mol (-9.6, -5.6) (-0.69% [-0.88, -0.51]) with sitagliptin and placebo, respectively; the between-group difference in LS mean changes from baseline HbA1c was -4.5 mmol/mol (-6.5, -2.5) (-0.41% [-0.59, -0.23]); P < 0.001. The likelihood of having HbA1c <53 mmol/mol (<7.0%) at week 20 was higher in the sitagliptin group than in the placebo group in the overall population (relative risk 1.7, P = 0.002) and in those with a baseline HbA1c ≥69 mmol/mol (≥8.5%) (relative risk 2.4, P = 0.026). There were no notable differences between groups with regard to adverse events overall, hypoglycaemia events, changes in body weight or other safety variables. CONCLUSION: In participants not at HbA1c goal on a sub-maximal dose of metformin, addition of sitagliptin at the time of metformin dose uptitration improved glycaemic response and HbA1c goal attainment, with similar safety and tolerability, compared to metformin uptitration alone.
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Diabetes Mellitus Tipo 2/tratamiento farmacológico , Metformina/administración & dosificación , Fosfato de Sitagliptina/administración & dosificación , Adulto , Anciano , Glucemia/efectos de los fármacos , Glucemia/metabolismo , Diabetes Mellitus Tipo 2/sangre , Relación Dosis-Respuesta a Droga , Método Doble Ciego , Esquema de Medicación , Quimioterapia Combinada , Femenino , Hemoglobina Glucada/análisis , Hemoglobina Glucada/efectos de los fármacos , Humanos , Masculino , Metformina/efectos adversos , Persona de Mediana Edad , Fosfato de Sitagliptina/efectos adversos , Factores de Tiempo , Resultado del TratamientoRESUMEN
AIMS: To compare the effects of continuing versus discontinuing sitagliptin when initiating and intensively titrating insulin glargine. MATERIALS AND METHODS: Eligible patients had inadequately controlled type 2 diabetes on metformin (≥1500 mg/d) in combination with a dipeptidyl peptidase-4 (DPP-4) inhibitor and/or a sulphonylurea. Those on metformin + sitagliptin were directly randomized; all others were switched to metformin + sitagliptin (discontinuing other DPP-4 inhibitors and sulphonylureas) and stabilized during a run-in period. At randomization, patients were allocated to continuing sitagliptin or discontinuing sitagliptin, with both groups initiating insulin glargine and titrating to a target fasting glucose of 4.0 to 5.6 mmol/L. RESULTS: A total of 743 participants (mean glycated haemoglobin [HbA1c] 72.6 mmol/mol [8.8%], disease duration 10.8 years), were treated. After 30 weeks, the mean HbA1c and least squares (LS) mean change from baseline in HbA1c were 51.4 mmol/mol (6.85%) and -20.5 mmol/mol (-1.88%) in the sitagliptin group and 56.4 mmol/mol (7.31%) and -15.5 mmol/mol (-1.42%) in the placebo group; the difference in LS mean changes from baseline HbA1c was -5.0 mmol/mol (-0.46%; P < 0.001). The percentage of participants with HbA1c <53 mmol/mol (<7.0%) was higher (54% vs. 35%) and the mean daily insulin dose was lower (53 vs. 61 units) in the sitagliptin group. Despite lower HbA1c, event rates and incidences of hypoglycaemia were not higher in the sitagliptin group. Adverse events overall and changes from baseline in body weight were similar between the two treatment groups. CONCLUSION: When initiating insulin glargine therapy, continuation of sitagliptin, compared with discontinuation, resulted in a clinically meaningful greater reduction in HbA1c without an increase in hypoglycaemia. ClinicalTrials.gov Identifier: NCT02738879.
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Deprescripciones , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Inhibidores de la Dipeptidil-Peptidasa IV/uso terapéutico , Hipoglucemiantes/uso terapéutico , Insulina Glargina/uso terapéutico , Metformina/uso terapéutico , Fosfato de Sitagliptina/uso terapéutico , Anciano , Diabetes Mellitus Tipo 2/metabolismo , Método Doble Ciego , Quimioterapia Combinada , Femenino , Hemoglobina Glucada/metabolismo , Humanos , Hipoglucemia/inducido químicamente , Análisis de los Mínimos Cuadrados , Masculino , Persona de Mediana Edad , Resultado del TratamientoRESUMEN
AIM: To compare the efficacy and safety of the dipeptidyl peptidase-4 inhibitor sitagliptin with the sodium-glucose transporter-2 inhibitor dapagliflozin in patients with type 2 diabetes and mild renal insufficiency. MATERIALS AND METHODS: Patients with HbA1c ≥7.0 to ≤9.5% (≥53 to ≤80 mmol/mol) and estimated glomerular filtration rate ≥60 to <90 mL/min/1.73m2 on metformin (≥1500 mg/d) ± sulfonylurea were randomized to sitagliptin 100 mg (n = 307) or dapagliflozin 5 mg titrated to 10 mg (n = 306) once daily for 24 weeks. A longitudinal data analysis model was used to test the primary hypothesis that sitagliptin is non-inferior to dapagliflozin in reducing HbA1c at Week 24, with superiority to be tested if non-inferiority is met. ClinicalTrials.gov NCT02532855. RESULTS: Baseline mean HbA1c (% [mmol/mol]) was 7.7 (60.9) and 7.8 (61.2), and mean eGFR (mL/min/1.73m2 ) was 79.4 and 76.9 for the sitagliptin and dapagliflozin groups, respectively. After 24 weeks, the between-group difference in least squares mean (95% CI) changes from baseline in HbA1c was -0.15% (-0.26, -0.04) (-1.67 mmol/mol [-2.86, -0.48]), P = 0.006, meeting the prespecified criteria for declaring both non-inferiority and superiority of sitagliptin versus dapagliflozin. The HbA1c goal of <7% (<53 mmol/mol) was met by 43% (sitagliptin) and 27% (dapagliflozin) of patients. No meaningful between-group difference was observed in a pre-specified analysis of 2-hour incremental postprandial glucose excursion. A review of adverse events (AEs) was notable for a lower incidence of drug-related AEs with sitagliptin compared with dapagliflozin. CONCLUSIONS: In patients with type 2 diabetes, mild renal insufficiency and inadequate glycaemic control on metformin ± sulfonylurea, sitagliptin treatment resulted in greater improvement in glycaemic control compared with dapagliflozin and was generally well tolerated.
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Compuestos de Bencidrilo/uso terapéutico , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Glucósidos/uso terapéutico , Hipoglucemiantes/uso terapéutico , Insuficiencia Renal/etiología , Fosfato de Sitagliptina/uso terapéutico , Adulto , Anciano , Glucemia/efectos de los fármacos , Diabetes Mellitus Tipo 2/sangre , Diabetes Mellitus Tipo 2/complicaciones , Método Doble Ciego , Femenino , Tasa de Filtración Glomerular , Hemoglobina Glucada/efectos de los fármacos , Humanos , Riñón/fisiopatología , Análisis de los Mínimos Cuadrados , Masculino , Persona de Mediana Edad , Periodo Posprandial/efectos de los fármacos , Insuficiencia Renal/fisiopatología , Resultado del TratamientoRESUMEN
AIM: To compare the efficacy and safety of MK-1293 insulin glargine (Mk-Gla; 100 U/mL) with originator insulin glargine, Lantus (Sa-Gla), in people with type 1 diabetes mellitus (T1DM). MATERIALS AND METHODS: This phase 3, randomized, active-controlled, open-label, 52-week study (ClinicalTrials.gov NCT02059161) enrolled 508 people with T1DM (HbA1c ≤11.0%; 97 mmol/mol) taking basal and prandial insulin. Participants were randomized 1:1 to once-daily Mk-Gla (n = 245) or Sa-Gla (n = 263). Dose titration of basal insulin was by a pre-breakfast plasma glucose dosing algorithm. The primary efficacy objective was assessment of the non-inferiority of HbA1c change from baseline (margin of 0.40% [4.4 mmol/mol]) for Mk-Gla compared with Sa-Gla over 24 weeks. The primary safety objective was assessment of anti-insulin antibody development over 24 weeks. RESULTS: The least squares (LS) mean HbA1c change from baseline at week 24 was -0.62 (95% CI -0.79, -0.45)% (-6.8 [-8.7, -4.9] mmol/mol) and -0.66 (-0.82, -0.50)% (-7.2 [-9.0, -5.4] mmol/mol) for Mk-Gla and Sa-Gla. The LS mean HbA1c difference was 0.04 (-0.11, 0.19)% (0.4 [-1.2, 2.0] mmol/mol) for Mk-Gla minus Sa-Gla, meeting the primary and secondary objective criteria for non-inferiority and equivalence. Week 24 mean insulin glargine dose for Mk-Gla and Sa-Gla was 0.46 and 0.48 U/kg, respectively. Similarity of HbA1c response and basal insulin dose trajectory persisted over the 52 weeks. Safety and tolerability, including anti-insulin antibody responses, hypoglycaemia, adverse events and body weight, were similar between insulins over the 52-week study duration. CONCLUSIONS: Mk-Gla and Sa-Gla exhibited similar efficacy and safety over 52 weeks in people with T1DM. ClinicalTrials.gov: NCT02059161.
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Diabetes Mellitus Tipo 1/tratamiento farmacológico , Hipoglucemiantes/administración & dosificación , Insulina Glargina/administración & dosificación , Adulto , Algoritmos , Glucemia/análisis , Diabetes Mellitus Tipo 1/sangre , Femenino , Hemoglobina Glucada/efectos de los fármacos , Humanos , Hipoglucemia/inducido químicamente , Hipoglucemiantes/inmunología , Anticuerpos Insulínicos/sangre , Anticuerpos Insulínicos/efectos de los fármacos , Insulina Glargina/inmunología , Análisis de los Mínimos Cuadrados , Masculino , Persona de Mediana Edad , Resultado del TratamientoRESUMEN
AIM: To compare the efficacy and safety of MK-1293 insulin glargine (Mk-Gla) and Lantus (Sa-Gla) in people with type 2 diabetes mellitus (T2DM). MATERIALS AND METHODS: This Phase 3, randomized, active-controlled, open-label, 24-week clinical trial (ClinicalTrials.gov number NCT02059187) enrolled 531 participants with T2DM (HbA1c ≤11.0%) either eligible for or currently taking basal insulin (≥10 U/day). Participants were randomized 1:1 to once-daily Mk-Gla (n = 263) or Sa-Gla (n = 263). Titration of insulin was guided by a fasting plasma glucose (FPG)-based dosing algorithm. The primary efficacy objective was to demonstrate the non-inferiority of change from baseline in HbA1c (margin of 0.40% [4.4 mmol/mol]) with Mk-Gla versus Sa-Gla after 24 weeks. The primary safety objective was anti-insulin antibody development after 24 weeks. RESULTS: For Mk-Gla and Sa-Gla, the least squares (LS) mean HbA1c change from baseline (95% CI) was -1.28 (-1.41, -1.15)% (-14.0 [-15.4, -12.6] mmol/mol) and -1.30 (-1.43, -1.18)% (-14.2 [-15.6, -12.8] mmol/mol). The LS mean HbA1c difference (Mk-Gla minus Sa-Gla) was 0.03 (-0.12, 0.18)% (0.3 [-1.4, 1.9] mmol/mol), meeting non-inferiority and equivalence (secondary objective) criteria. Insulin doses, FPG, and seven-point plasma glucose profiles were similar between groups. Safety and tolerability, including anti-insulin antibody responses, hypoglycaemia, adverse events and body weight, were similar between insulins. The efficacy and safety of Mk-Gla and Sa-Gla were similar both in participants who were insulin-treated or insulin-naïve at baseline. CONCLUSIONS: Mk-Gla and Sa-Gla demonstrated similar efficacy and safety over 24 weeks of treatment in people with T2DM.
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Diabetes Mellitus Tipo 2/tratamiento farmacológico , Hipoglucemiantes/administración & dosificación , Insulina Glargina/administración & dosificación , Anciano , Algoritmos , Glucemia/análisis , Diabetes Mellitus Tipo 2/sangre , Femenino , Hemoglobina Glucada/efectos de los fármacos , Humanos , Hipoglucemia/inducido químicamente , Anticuerpos Insulínicos/sangre , Anticuerpos Insulínicos/inmunología , Análisis de los Mínimos Cuadrados , Masculino , Persona de Mediana Edad , Resultado del TratamientoRESUMEN
INTRODUCTION: Older patients with type 2 diabetes (T2D) are at increased risk of diabetic nephropathy and mild renal insufficiency. This analysis compared the anti-hyperglycemic efficacy and safety of sitagliptin with dapagliflozin in patients ≥ 65 years of age with T2D and mild renal insufficiency. METHODS: This was a post hoc analysis of data from 410 patients ≥ 65 years old who participated in a 24-week, randomized, double-blind clinical trial (CompoSIT-R [comparison of sitagliptin with dapagliflozin in mild renal impairment]; NCT02532855) in T2D patients with mild renal insufficiency and on metformin ± a sulfonylurea; the primary efficacy end point was change in HbA1c at week 24. RESULTS: Treatment groups were well balanced at baseline (mean HbA1c = 7.7/7.7% and eGFR = 79/76 ml/min/1.73 m2 for sitagliptin/dapagliflozin). At week 24, LS mean (95% CI) change in HbA1c and percentage of patients with HbA1c < 7% were greater with sitagliptin, - 0.48% and 41%, respectively, compared with dapagliflozin, - 0.36% and 28%; between-group differences = - 0.12% (- 0.36, 0.01) and 12.8% (3.3, 22.2) for change in HbA1c and percentage with HbA1c < 7%, respectively. The sitagliptin group had greater reductions in PPG end points, while the dapagliflozin group had greater reductions in FPG. Treatments were generally well tolerated. There were fewer drug-related adverse events (AEs) with sitagliptin than with dapagliflozin but AE profiles were otherwise similar. CONCLUSIONS: In patients ≥ 65 years of age with T2D and mild renal insufficiency with inadequate glycemic control on metformin ± sulfonylurea, treatment with sitagliptin for 24 weeks resulted in improvement in HbA1c relative to treatment with dapagliflozin that is consistent with that previously observed in the overall population. Both treatments were generally well tolerated.
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INTRODUCTION: To assess the efficacy and safety profile of the dipeptidyl-peptidase-4 inhibitor sitagliptin in a population of self-identified Hispanic/Latino patients with type 2 diabetes. METHODS: Data were pooled from ten randomized, double-blind studies in which subjects were treated with sitagliptin 100 mg/day (as mono- or combination therapy) or placebo, and used to evaluate the glycemic efficacy, safety, and tolerability of sitagliptin compared with placebo after 24 weeks of treatment. RESULTS: A total of 804 Hispanic/Latino patients were included in the analysis. Baseline characteristics in the treatment groups were similar (mean baseline HbA1c of approximately 8.5%). The LS mean HbA1c changes from baseline were - 0.94% with sitagliptin and - 0.32% with placebo, and the between-group difference was - 0.62%, p < 0.001. After 24 weeks of treatment, 35% and 18% of subjects were at the HbA1c goal of < 7% in the sitagliptin and placebo groups, respectively. Body weight increased slightly in both treatment groups. Incidences of adverse events of hypoglycemia were similar and low (1.9% and 1.4% for sitagliptin and placebo, respectively) in both groups in studies in which insulin or sulfonylurea were not used and were similar (9% and 11% for sitagliptin and placebo, respectively) when all studies were included. Overall safety and tolerability of treatment with sitagliptin and placebo were similar. No clinically meaningful differences between the safety profile of sitagliptin in the Hispanic/Latino population analyzed here and broader populations previously evaluated were observed. CONCLUSION: In this pooled analysis of sitagliptin therapy vs placebo in Hispanic/Latino patients, sitagliptin provided significant improvement in glycemic control and was generally well tolerated. FUNDING: Merck & Co., Inc., Kenilworth, NJ, USA.
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Initial leads for drug development often originate from high-throughput screening (HTS), where hundreds of thousands of compounds are tested for biological activity. As the number of both targets for screening and compounds available for screening increase, there is a need to consider methods for making this process more efficient. One approach is to screen sequentially, whereby a relatively small set of compounds is assayed and the results are statistically analyzed to produce a mathematical model. The model is used to predict activity and select additional compounds for screening. The new compound bioassay results are added to the results for the initial set and a new model is determined. The process iterates. The focus of this review is on how to select the initial screening set (ISS). It is presumed that the size and quality of the initial set will affect the subsequent model building and, hence, the efficiency of finding active compounds.
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Sistemas de Liberación de Medicamentos/métodos , Diseño de Fármacos , Tecnología Farmacéutica/métodos , Algoritmos , Animales , Sistemas de Liberación de Medicamentos/estadística & datos numéricos , Sistemas de Liberación de Medicamentos/tendencias , Humanos , Relación Estructura-Actividad , Tecnología Farmacéutica/estadística & datos numéricos , Tecnología Farmacéutica/tendenciasRESUMEN
The concepts of diversity and similarity of molecules are widely used in quantitative methods for designing (selecting) a representative set of molecules and for analyzing the relationship between chemical structure and biological activity. We review methods and algorithms for design of a diverse set of molecules in the chemical space using clustering, cell-based partitioning, or other distance-based approaches. Analogous cell-based and clustering methods are described for analyzing drug-discovery data to predict activity in virtual screening. Some performance comparisons are made. The choice of descriptor variables to characterize chemical structure is also included in the comparative study. We find that the diversity of a selected set is quite sensitive to both the statistical selection method and the choice of molecular descriptors and that, for the dataset used in this study, random selection works surprisingly well in providing a set of data for analysis.