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1.
Diabetes Obes Metab ; 17(10): 956-64, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25962401

ABSTRACT

AIM: To assess time to insulin initiation among patients with type 2 diabetes mellitus (T2DM) treated with sitagliptin versus sulphonylurea as add-on to metformin. METHODS: This retrospective cohort study used GE Centricity electronic medical records and included patients aged ≥18 years with continuous medical records and an initial prescription of sitagliptin or sulphonylurea (index date) with metformin for ≥90 days during 2006-2013. Sitagliptin and sulphonylurea users were matched 1 : 1 using propensity score matching, and differences in insulin initiation were assessed using Kaplan-Meier curves and Cox regression. We used conditional logistic regression to examine the likelihood of insulin use 1-6 years after the index date for each year. RESULTS: Propensity score matching produced 3864 matched pairs. Kaplan-Meier analysis showed that sitagliptin users had a lower risk of insulin initiation compared with sulphonylurea users (p = 0.003), with 26.6% of sitagliptin users initiating insulin versus 34.1% of sulphonylurea users over 6 years. This finding remained significant after adjusting for baseline characteristics (hazard ratio 0.76, 95% confidence interval 0.65-0.90). Conditional logistic regression analyses confirmed that sitagliptin users were less likely to initiate insulin compared with sulphonylurea users [odds ratios for years 1-6: 0.77, 0.79, 0.81, 0.57, 0.29 and 0.75, respectively (p < 0.05 for years 4 and 5)]. CONCLUSIONS: In this real-world matched cohort study, patients with T2DM treated with sitagliptin had a significantly lower risk of insulin initiation compared with patients treated with sulphonylurea, both as add-on to metformin.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Drug Prescriptions/statistics & numerical data , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Metformin/administration & dosage , Sitagliptin Phosphate/administration & dosage , Sulfonylurea Compounds/administration & dosage , Aged , Drug Administration Schedule , Drug Therapy, Combination , Female , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Propensity Score , Retrospective Studies , Time Factors
2.
Int J Clin Pract ; 67(5): 449-54, 2013 May.
Article in English | MEDLINE | ID: mdl-23574104

ABSTRACT

AIM: This study was designed to determine if differences in baseline characteristics of patients with type 2 diabetes mellitus (T2DM) being treated with sitagliptin vs. other oral antihyperglycaemic agents (OAHA) during the initial 2 years following sitagliptin's introduction in the U.S. continued during the second 2 years of sitagliptin availability. METHODS: Patients with T2DM and at least one new prescription for sitagliptin or another OAHA from Oct 2006 to April 2010 were identified in an insurance claims database. Multivariate logistic regression adjusting for age, gender, treatment type (monotherapy, dual or triple therapy), new or existing T2DM diagnosis, and comorbidities and diabetes complications in the prior 12 months was used to estimate odds ratios for sitagliptin vs. other OAHAs. RESULTS: During 2006-2007 or 2008-2010, new sitagliptin users were older and more likely to be male, have prior diagnosis of T2DM, or initiating combination therapy compared with new users of other OAHAs. Prevalence of comorbidities and complications was consistently higher for new sitagliptin users across most of the conditions assessed during both time periods. CONCLUSIONS: New sitagliptin users consistently tended to be older and have greater comorbidity/complication burden compared with new users of other OAHAs. These differences in baseline characteristics persisted up to 4 years postapproval. This observation has significant implications for observational studies using electronic medical record or insurance claims databases. Appropriate adjustment is needed to try to control for potential confounding and channelling bias resulting from this non-random prescribing pattern, and the limitations of such analyses acknowledged.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/administration & dosage , Pyrazines/administration & dosage , Triazoles/administration & dosage , Administration, Oral , Adult , Age Distribution , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/epidemiology , Drug Prescriptions/statistics & numerical data , Drug Therapy, Combination , Female , Humans , Male , Middle Aged , Sitagliptin Phosphate , United States/epidemiology
3.
Diabetes Obes Metab ; 14(12): 1123-8, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22831166

ABSTRACT

AIM: To examine the impact of diabetes duration, chronic pancreatitis and other factors on pancreatic cancer risk. METHODS: This retrospective cohort study using the UK General Practice Research Database compared pancreatic cancer incidence and risk in patients with type 2 diabetes mellitus (T2DM) versus patients without diabetes. Multivariate Cox regression adjusting for age, sex, history of chronic pancreatitis, gallbladder disease, obesity, smoking and alcohol use and Charlson comorbidity index was used to estimate hazard ratio (HR) [95% confidence interval, CI]. Analyses were repeated using various time windows for diabetes duration. RESULTS: A total of 1903 incident pancreatic cancers were identified, 436 in patients with T2DM (78.76 per 100 000 person-years [95% CI: 71.54, 86.51]) and 1467 in patients without diabetes (11.46 per 100 000 person-years [10.88, 12.06]). Pancreatic cancer risk was significant for T2DM (adjusted HR 1.80 [1.52, 2.14]), increasing age, history of chronic pancreatitis and tobacco use. For patients with chronic pancreatitis and T2DM, the adjusted HR was 12.12 [6.02, 24.40]. Incidence was highest in patients with ≥5 year duration of T2DM. In patient populations with duration of T2DM ranging from ≥1 to ≥5 years, adjusted HRs remained significant but point estimates attenuated slightly with longer duration of T2DM. CONCLUSIONS: Patients with T2DM had an 80% increased risk of pancreatic cancer versus patients without diabetes. Patients with T2DM and chronic pancreatitis were 12 times more likely to develop pancreatic cancer.


Subject(s)
Diabetes Mellitus, Type 2/complications , Gallstones/complications , Hypoglycemic Agents/adverse effects , Pancreatic Neoplasms/etiology , Pancreatitis, Chronic/etiology , Adult , Aged , Aged, 80 and over , Alcohol Drinking/adverse effects , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/physiopathology , Female , Humans , Male , Middle Aged , Pancreatic Neoplasms/epidemiology , Pancreatic Neoplasms/physiopathology , Pancreatitis, Chronic/physiopathology , Proportional Hazards Models , Retrospective Studies , Risk Factors , Smoking/adverse effects , Time Factors
4.
Diabet Med ; 28(9): 1078-81, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21843304

ABSTRACT

AIMS: The Finnish Diabetes Risk Score (FINDRISC) is widely used for risk stratification in Type 2 diabetes prevention programmes. Estimates of ß-cell function vary widely in people without diabetes and reduced insulin secretion has been described in people at risk for diabetes. The aim of this analysis was to evaluate FINDRISC as a tool to characterize reduced ß-cell function in individuals without known diabetes. METHODS: In this population-based cohort from the Hoorn municipal registry, subjects received an oral glucose tolerance test and a meal tolerance test on separate days, in random order, within 2 weeks. One hundred and eighty-six subjects, age 41-66 years, with no known Type 2 diabetes were included. Of those, 163 (87.6%) had normal glucose metabolism and 23 (12.4%) had abnormal glucose metabolism (19 with impaired glucose metabolism; four with newly diagnosed Type 2 diabetes based on study results). Insulin sensitivity and ß-cell function (classical: insulinogenic index; ratio of areas under insulin/glucose curves; model-based: glucose sensitivity; rate sensitivity; potentiation) estimates were calculated from oral glucose tolerance test and meal tolerance test data. RESULTS: FINDRISC was associated with insulin sensitivity (r = -0.41, P < 0.0001), insulin/glucose areas under the curve (meal tolerance test: r = 0.29, P < 0.0001; oral glucose tolerance test: r = 0.21, P = 0.01) and potentiation factor (meal tolerance test: r = 0.21, P = 0.01). After adjusting for insulin sensitivity, these associations with ß-cell function were no longer significant. CONCLUSIONS: After adjustment for insulin sensitivity, FINDRISC was not associated with reduced ß-cell function in subjects without known Type 2 diabetes. While insulin secretion and insulin sensitivity are both components in Type 2 diabetes development, insulin sensitivity appears to be the dominant component behind the association between FINDRISC and diabetes risk.


Subject(s)
Blood Glucose/metabolism , Diabetes Mellitus, Type 2/epidemiology , Insulin-Secreting Cells/metabolism , Adult , Aged , Cohort Studies , Diabetes Mellitus, Type 2/metabolism , Female , Finland/epidemiology , Glucose Tolerance Test , Humans , Male , Middle Aged , Risk Factors , Surveys and Questionnaires
5.
Arch Pediatr Adolesc Med ; 155(8): 909-14, 2001 Aug.
Article in English | MEDLINE | ID: mdl-11483118

ABSTRACT

OBJECTIVE: To ascertain the cost-effectiveness and the benefit-cost ratios of a community-based hepatitis B vaccination catch-up project for Asian American children conducted in Philadelphia, Pa, from October 1, 1994, to February 11, 1996. DESIGN: Program evaluation. SETTING: South and southwest districts of Philadelphia. PARTICIPANTS: A total of 4384 Asian American children. INTERVENTIONS: Staff in the community-based organizations (1) educated parents about the hepatitis B vaccination, (2) enrolled physicians in the Vaccines for Children program, and (3) visited homes of children due for a vaccine dose. Staff in the Philadelphia Department of Public Health developed a computerized database; sent reminder letters for children due for a vaccine dose; and offered vaccinations in public clinics, health fairs, and homes. MAIN OUTCOME MEASURES: The numbers of children having received 1, 2, or 3 doses of vaccine before and after the interventions; costs incurred by the Philadelphia Department of Public Health and the community-based organizations for design, education, and outreach activities; the cost of the vaccination; cost-effectiveness ratios for intermediate outcomes (ie, per child, per dose, per immunoequivalent patient, and per completed series); discounted cost per discounted year of life saved; and the benefit-cost ratio of the project. RESULTS: For the completed series of 3 doses, coverage increased by 12 percentage points at a total cost of $268 660 for design, education, outreach, and vaccination. Costs per child, per dose, and per completed series were $64, $119, and $537, respectively. The discounted cost per discounted year of life saved was $11 525, and 106 years of life were saved through this intervention. The benefit-cost ratio was 4.44:1. CONCLUSION: Although the increase in coverage was modest, the intervention proved cost-effective and cost-beneficial.


Subject(s)
Asian/statistics & numerical data , Hepatitis B Vaccines/administration & dosage , Hepatitis B Vaccines/economics , Hepatitis B/prevention & control , Immunization Programs/economics , Adolescent , Child , Child, Preschool , Cost-Benefit Analysis , Female , Hepatitis B/ethnology , Humans , Immunization Programs/organization & administration , Male , Philadelphia , Program Development , Program Evaluation , Registries , Urban Population , Vaccination/standards , Vaccination/trends
6.
J Acquir Immune Defic Syndr ; 25(2): 130-9, 2000 Oct 01.
Article in English | MEDLINE | ID: mdl-11103043

ABSTRACT

CONTEXT: Fat redistribution (FR) occurring alone or in association with hyperlipidemia has been associated with protease inhibitors (PI) and nucleoside reverse transcriptase inhibitors (NRTIs); however, the relationship between FR features, relationship of FR to hyperlipidemia, and pathogenesis of FR is unknown. OBJECTIVE: To characterize the spectrum of FR, assess relationships among FR features, determine trends in occurrence of FR, and determine relationship of FR to hyperlipidemia. DESIGN: Review of postmarketing indinavir reports of FR in Merck & Co. Inc.'s database. SETTING AND PARTICIPANTS: 282 reports of FR among HIV-positive patients taking indinavir submitted through the passive postmarketing system to Merck through February 23, 1998. RESULTS: 282 FR reports were compared across 3 groups: fat accumulation (FA) only, FA with peripheral wasting (FA with PW), and peripheral wasting only (PWO). Of 282 reports, 56% (159 of 282) had FA only, 22% (63 of 282) had FA with PW, and 21% (60 of 282) had PWO. The proportions of reports of PWO was higher in men, whereas the proportion of reports of FA was higher in women. Blood lipids were provided in 93 of 282 reports; were elevated in 69 of 93, and were normal in 24 of 93 reports. Proportions of hyperlipidemia and hypertriglyceridemia reports were significantly higher in the PWO group versus FA only group (p =.024 and.003, respectively) and versus FA with/without PW groups (p =.038 and.005, respectively). Weight gain was more frequently reported in those with FA (100%) or FA with PW (68%), whereas weight loss was usually reported in those with PWO (83%). In all, 98% of patients reporting FR on indinavir for whom a concomitant drug history was available were also taking lamivudine, stavudine, or both. A higher proportion of patients reporting PWO (34 of 60; 56.7%) versus FA (42 of 159; 26.4%) only took both lamivudine and stavudine. CONCLUSIONS: Differences observed from analysis of cases in clinical features, gender, weight change, concomitant medications, and presence of hyperlipidemia among the three groups of FR cases reported to Merck suggests that PWO may be a distinct entity from other features of FR. The data suggest that certain antiretroviral combinations predispose HIV persons to development of FR.


Subject(s)
Adipose Tissue/physiopathology , HIV Infections/drug therapy , HIV Protease Inhibitors/adverse effects , Indinavir/adverse effects , Lipodystrophy/chemically induced , Adult , Aged , Body Composition , Databases, Factual , Drug Industry/economics , Drug Monitoring , Female , Humans , Male , Middle Aged
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