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Liang Y, Zhang Z, Zheng J, Wang Y, He J, Zhao J, Su L. Association of incretin-based therapies with hepatobiliary disorders among patients with type 2 diabetes: a case series from the FDA adverse event reporting system. Endocr Connect 2024; 13:e240404. [PMID: 39404734 PMCID: PMC11623261 DOI: 10.1530/ec-24-0404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 10/15/2024] [Indexed: 11/27/2024]
Abstract
Aim Incretin therapies, including dipeptidyl peptidase-4 inhibitors (DPP-4is) and glucagon-like peptide-1 receptor agonists (GLP-1RAs), are crucial for type 2 diabetes treatment. Evidence of their association with gallbladder, biliary diseases, and liver injury remains inconsistent. This study evaluated the association between incretin therapies and hepatobiliary adverse events using the FDA's Adverse Event Reporting System (FAERS) data. Methods Case reports involving incretin therapies and hepatobiliary events from January 2006 to December 2023 were extracted from FAERS. The association between these agents and hepatobiliary adverse events (hAEs) was analyzed using reporting odds ratios and empirical Bayesian geometric means. Descriptive analyses were conducted to characterize the demographic and clinical features of the hAE cases. Additionally, subgroup analyses calculated reporting odds ratios to evaluate the strength of the association between specific incretin drugs and hAEs. Results Among 68,351 case reports associated with incretin-based therapies, 1327 (1.941%) involved hepatobiliary adverse events. DPP-4 inhibitors demonstrated statistically significant associations with multiple hepatobiliary events, like cholelithiasis, chronic cholecystitis, and biliary diseases. In contrast, GLP-1 receptor agonists showed weaker associations, primarily linked to gallbladder and biliary disease risks. Subgroup analyses revealed stronger positive correlations with hepatobiliary events for liraglutide and semaglutide among GLP-1 agonists, and for sitagliptin, linagliptin, and vildagliptin among DPP-4 inhibitors. The pooled reporting odds ratio of 2.85 indicated a positive correlation between these drugs and studied adverse events. Conclusions This study found statistically significant associations between DPP-4 inhibitors and hepatobiliary adverse events like cholelithiasis and cholecystitis. GLP-1 agonists showed weaker gallbladder/biliary disorder links but higher acute cholecystitis risk. Subgroup analyses revealed varying correlations among specific drugs, potentially dose-dependent. Further large-scale studies are needed to evaluate class effect differences and elucidate mechanisms for guiding clinical use.
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Affiliation(s)
- Yankun Liang
- School of Pharmaceutical Sciences, Jinan University, Guangzhou, Guangdong, China
| | - Zhenpo Zhang
- School of Pharmaceutical Sciences, Jinan University, Guangzhou, Guangdong, China
| | - Jingping Zheng
- School of Pharmaceutical Sciences, Jinan University, Guangzhou, Guangdong, China
| | - Yuting Wang
- School of Pharmaceutical Sciences, Jinan University, Guangzhou, Guangdong, China
| | - Jiaxin He
- Guangdong Food and Drug Vocational College, Guangzhou, Guangdong, China
| | - Juanzhi Zhao
- Department of Pharmacy, The Fifth Affiliated Hospital, Sun Yat-Sen University, Zhuhai, Guangdong, China
| | - Ling Su
- School of Pharmaceutical Sciences, Jinan University, Guangzhou, Guangdong, China
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Verma SK, Huang J, Hutchinson HG, Estevez I, Kuang K, Reynolds SL, Schneeweiss S. Statin Use and Severe Acute Liver Injury Among Patients with Elevated Alanine Aminotransferase. Clin Epidemiol 2022; 14:1535-1545. [PMID: 36540900 PMCID: PMC9759991 DOI: 10.2147/clep.s385712] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Accepted: 11/30/2022] [Indexed: 06/15/2024] Open
Abstract
INTRODUCTION While serious liver injury among statin users is extremely rare, baseline liver enzyme testing is still recommended prior to initiating therapy. The benefit of such screening should be reevaluated based on empirical evidence. This study compared the risk of severe acute liver injury (SALI) between statin initiators with an elevated ALT (>35U/L) matched to statin initiators with a normal ALT level (≤35U/L). Statin initiators with an elevated ALT were additionally compared against matched non-users. METHODS The study created cohorts from Optum and MarketScan claims data. Exposed and comparison cohorts were propensity score (PS) matched in each dataset and findings were pooled using meta-analysis. Proportional hazards regression was used to estimate hazard ratios (HRs), and a prespecified non-inferiority margin for SALI was set at a HR of 1.8. RESULTS 232,889 patients with elevated ALT were PS-matched to 232,889 with normal ALT level. The overall incidence rate of SALI was about 19/100,000 person-years among statin initiators. Statin initiators with elevated ALT had no meaningfully increased risk of SALI compared to those with normal ALT (HR=1.15; 95% CI 0.75 to 1.75). Comparing statin initiators with non-initiators with elevated ALT values equally yielded no increased risk (HR=0.76; 95% CI 0.52 to 1.11). CONCLUSION In this large population-based study, SALI in statin users was rare. Importantly, the results showed no evidence that baseline ALT status is a reliable indicator for an increased risk of severe liver injury among statin initiators.
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Affiliation(s)
- Santosh K Verma
- Science, Aetion, Inc, New York, NY, USA
- Department of Family Medicine and Community Health, University of Massachusetts Medical School, Worcester, MA, USA
| | - Joanna Huang
- Payer Evidence, AstraZeneca, Wilmington, DE, USA
| | | | | | | | | | - Sebastian Schneeweiss
- Science, Aetion, Inc, New York, NY, USA
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
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Pradhan R, Yin H, Yu OHY, Azoulay L. Incretin-Based Drugs and the Risk of Acute Liver Injury Among Patients With Type 2 Diabetes. Diabetes Care 2022; 45:2289-2298. [PMID: 35866685 DOI: 10.2337/dc22-0712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 06/18/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To determine whether the use of dipeptidyl peptidase 4 (DPP-4) inhibitors and glucagon-like peptide 1 receptor agonists (GLP-1 RAs), separately, is associated with an increased risk of acute liver injury compared with the use of sodium-glucose cotransporter 2 (SGLT-2) inhibitors. RESEARCH DESIGN AND METHODS We used the U.K. Clinical Practice Research Datalink linked with the Hospital Episode Statistics Admitted Patient Care and the Office for National Statistics databases to assemble two new-user, active-comparator cohorts. The first included 106,310 initiators of DPP-4 inhibitors and 27,277 initiators of SGLT-2 inhibitors, while the second included 9,470 initiators of GLP-1 RAs and 26,936 initiators of SGLT-2 inhibitors. Cox proportional hazards models with propensity score fine stratification weighting were used to estimate hazard ratios (HRs) and 95% CIs of acute liver injury. RESULTS Compared with SGLT-2 inhibitors, DPP-4 inhibitors were associated with a 53% increased risk of acute liver injury (HR 1.53, 95% CI 1.02-2.30). In contrast, GLP-1 RAs were not associated with an overall increased risk of acute liver injury (HR 1.11, 95% CI 0.57-2.16). However, an increased risk was observed among female users of both DPP-4 inhibitors (HR 3.22, 95% CI 1.67-6.21) and GLP-1 RAs (HR 3.23, 95% CI 1.44-7.25). CONCLUSIONS In this population-based study, DPP-4 inhibitors were associated with an increased risk of acute liver injury compared with SGLT-2 inhibitors in patients with type 2 diabetes. In contrast, an increased risk of acute liver injury was observed only among female GLP-1 RA users.
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Affiliation(s)
- Richeek Pradhan
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada.,Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada
| | - Hui Yin
- Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada
| | - Oriana H Y Yu
- Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada.,Division of Endocrinology, Jewish General Hospital, Montreal, Quebec, Canada
| | - Laurent Azoulay
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada.,Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada.,Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec, Canada
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Scheen AJ. Efficacy / safety balance of DPP-4 inhibitors versus SGLT2 inhibitors in elderly patients with type 2 diabetes. DIABETES & METABOLISM 2021; 47:101275. [PMID: 34481962 DOI: 10.1016/j.diabet.2021.101275] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 08/07/2021] [Indexed: 12/14/2022]
Abstract
Dipeptidyl peptidase-4 inhibitors (DPP-4is) and sodium-glucose cotransporter type 2 inhibitors (SGLT2is) offer new options for the oral management of type 2 diabetes mellitus (T2DM), with the advantage in the elderly population to be devoid of a high risk of hypoglycaemia. SGLT2is have also shown benefits regarding cardiovascular (heart failure) and renal protection, including in patients with T2DM aged ≥ 65 years while DPP-4is have only proved cardiovascular and renal safety without superiority compared with placebo. The glucose-lowering efficacy of the two pharmacological classes is almost similar including in older patients with T2DM. However, the tolerance and safety profile may be highly different and overall more favourable with DPP-4is than with SGLT2is. Some adverse events have been reported with SGLT2is which may be more prevalent or severe in older patients than in younger patients. The present comprehensive review focuses on the benefit/risk balance in the elderly population with T2DM by comparing the profile of DPP-4is and SGLT2is regarding the following potential issues: metabolic disorders (hypoglycaemia and diabetic ketoacidosis); cardiac and vascular issues (atheromatous cardiovascular disease, heart failure, volume reduction hypotension, and lower limb amputations); renal endpoints including acute renal injury; risk of infections; digestive disorders; bone and skin adverse events; and cancer risk. Both DPP-4is and SGLT2is have their own advantages and disadvantages. Personalised treatment is recommended based upon the efficacy/safety profile of each drug class and individual patient characteristics that may be markedly different among the heterogeneous population of older individuals with T2DM.
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Affiliation(s)
- André J Scheen
- Division of Clinical Pharmacology, Centre for Interdisciplinary Research on Medicines (CIRM), University of Liège, Liège, Belgium; Division of Diabetes, Nutrition and Metabolic Disorders, Department of Medicine, CHU Liège, Liège, Belgium.
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Cardiovascular Safety and Benefits of Noninsulin Antihyperglycemic Drugs for the Treatment of Type 2 Diabetes Mellitus: Part 2. Cardiol Rev 2021; 28:219-235. [PMID: 32271194 DOI: 10.1097/crd.0000000000000311] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Ideal drugs to improve outcomes in type 2 diabetes mellitus (T2DM) are those with antiglycemic efficacy, as well as cardiovascular safety that has to be determined in appropriately designed cardiovascular outcome trials as mandated by regulatory agencies. The more recent antihyperglycemic medications have shown promise with regards to cardiovascular disease (CVD) risk reduction in T2DM patients at a high cardiovascular risk. Sodium glucose cotransporter-2 inhibitors and glucagon-like peptide-1 receptor agonists are associated with better cardiovascular outcomes and mortality in T2DM patients than are dipeptidylpeptidase-4 inhibitors, leading to the Food and Drug Administration's approval of empagliflozin to reduce mortality, and of liraglutide to reduce CVD risk in high-risk T2DM patients. For heart failure outcomes, sodium glucose cotransporter-2 inhibitors are beneficial, while glucagon-like peptide-1 receptor agonists and dipeptidyl peptidase-4 inhibitors are neutral. Ongoing and planned randomized controlled trials of these newer drugs should clarify the possibility of class effects and of CVD risk reduction benefits in low-moderate cardiovascular risk patients. While we eagerly await the results on ongoing studies, these medications should be appropriately prescribed in T2DM patients with baseline CVD or those at a high CVD risk after carefully evaluating the elevated risk for adverse events like gastrointestinal disturbances, bladder cancer, genital infections, and amputations. Studies to understand the pleotropic and novel pathophysiological mechanisms demonstrated by the sodium glucose cotransporter-2 inhibitors will shed light on the effects of the modulation of microvascular, inflammatory, and thrombotic milieu for improving the CVD risk in T2DM patients. This is part 2 of the series on noninsulin antihyperglycemic drugs for the treatment of T2DM.
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Beachler DC, de Luise C, Jamal-Allial A, Yin R, Taylor DH, Suzuki A, Lewis JH, Freston JW, Lanes S. Real-world safety of palbociclib in breast cancer patients in the United States: a new user cohort study. BMC Cancer 2021; 21:97. [PMID: 33494720 PMCID: PMC7831235 DOI: 10.1186/s12885-021-07790-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 01/05/2021] [Indexed: 02/06/2023] Open
Abstract
Background There is limited real-world safety information on palbociclib for treatment of advanced stage HR+/HER2- breast cancer. Methods We conducted a cohort study of breast cancer patients initiating palbociclib and fulvestrant from February 2015 to September 2017 using the HealthCore Integrated Research Database (HIRD), a longitudinal claims database of commercial health plan members in the United States. The historical comparator cohort comprised patients initiating fulvestrant monotherapy from January 2011 to January 2015. Propensity score matching and Cox regression were used to estimate hazard ratios for various safety events. For acute liver injury (ALI), additional analyses and medical record validation were conducted. Results There were 2445 patients who initiated palbociclib including 566 new users of palbociclib-fulvestrant, and 2316 historical new users of fulvestrant monotherapy. Compared to these historical new users of fulvestrant monotherapy, new users of palbociclib-fulvestrant had a greater than 2-fold elevated risk for neutropenia, leukopenia, thrombocytopenia, stomatitis and mucositis, and ALI. Incidence of anemia and QT prolongation were more weakly associated, and incidences of serious infections and pulmonary embolism were similar between groups after propensity score matching. After adjustment for additional ALI risk factors, the elevated risk of ALI in new users of palbociclib-fulvestrant persisted (e.g. primary ALI algorithm hazard ratio (HR) = 3.0, 95% confidence interval (CI) = 1.1–8.4). Conclusions This real-world study found increased risks of several adverse events identified in clinical trials, including neutropenia, leukopenia, and thrombocytopenia, but no increased risk of serious infections or pulmonary embolism when comparing new users of palbociclib-fulvestrant to fulvestrant monotherapy. We observed an increased risk of ALI, extending clinical trial findings of significant imbalances in grade 3/4 elevations of alanine aminotransferase (ALT). Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-07790-z.
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Affiliation(s)
- Daniel C Beachler
- HealthCore, Inc., 123 Justison Street, Suite 200, Wilmington, DE, 19801, USA.
| | | | - Aziza Jamal-Allial
- HealthCore, Inc., 123 Justison Street, Suite 200, Wilmington, DE, 19801, USA
| | | | - Devon H Taylor
- HealthCore, Inc., 123 Justison Street, Suite 200, Wilmington, DE, 19801, USA
| | - Ayako Suzuki
- Duke University School of Medicine, Durham, NC, USA
| | - James H Lewis
- Georgetown University School of Medicine, Washington, DC, USA
| | - James W Freston
- University of Connecticut Health Center, Farmington, CT, USA
| | - Stephan Lanes
- HealthCore, Inc., 123 Justison Street, Suite 200, Wilmington, DE, 19801, USA
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Kumar R, Bhargava P, Suchal K, Bhatia J, Arya DS. Targeting AGE-RAGE signaling pathway by Saxagliptin prevents myocardial injury in isoproterenol challenged diabetic rats. Drug Dev Res 2021; 82:589-597. [PMID: 33458850 DOI: 10.1002/ddr.21779] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 12/07/2020] [Accepted: 12/19/2020] [Indexed: 12/11/2022]
Abstract
The role of Saxagliptin in diabetes-associated cardiovascular complications is controversial. This study aimed to investigate whether Saxagliptin could prevent Isoproterenol-induced myocardial changes in diabetic rats and to identify the possible mechanism as well. The high-fat diet/low-dose Streptozotocin-induced type 2 diabetic rats were divided into 3 groups: the control group (0.25% CMC for 28 days), the Isoproterenol group (85 mg/kg Isoproterenol for the last 2 days plus 0.25% CMC for 28 days), and the treatment group (10 mg/kg Saxagliptin for 28 days plus 85 mg/kg Isoproterenol for the last 2 days). Hemodynamic measurements were performed, and samples were examined for RAGE and NF-κB expressions, histopathological and ultrastructural changes, AGEs level, myocardial injury markers, oxidative stress, and apoptosis. Saxagliptin significantly recovered cardiac function (p < .001), reverted myocardial injury and oxidative stress levels back to the control value (p < .05 to p < .001). Saxagliptin alleviates Isoproterenol-induced myocardial injury in diabetic rats by suppressing AGE-RAGE pathway.
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Affiliation(s)
- Rajiv Kumar
- Department of Pharmacology, All India Institute of Medical Sciences, New Delhi, India
| | - Poorva Bhargava
- Department of Pharmacology, All India Institute of Medical Sciences, New Delhi, India
| | - Kapiil Suchal
- Department of Pharmacology, All India Institute of Medical Sciences, New Delhi, India
| | - Jagriti Bhatia
- Department of Pharmacology, All India Institute of Medical Sciences, New Delhi, India
| | - Dharamvir Singh Arya
- Department of Pharmacology, All India Institute of Medical Sciences, New Delhi, India
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Stoian AP, Sachinidis A, Stoica RA, Nikolic D, Patti AM, Rizvi AA. The efficacy and safety of dipeptidyl peptidase-4 inhibitors compared to other oral glucose-lowering medications in the treatment of type 2 diabetes. Metabolism 2020; 109:154295. [PMID: 32553739 DOI: 10.1016/j.metabol.2020.154295] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Revised: 06/07/2020] [Accepted: 06/11/2020] [Indexed: 12/16/2022]
Abstract
INTRODUCTION The dipeptidyl peptidase-4 inhibitors (DPP-4is), which belong to the class of incretin-based medications, are recommended as second or third-line therapies in guidelines for the management of type 2 diabetes mellitus. They have a favorable drug tolerability and safety profile compared to other glucose-lowering agents. OBJECTIVE This review discusses data concerning the use of DPP-4is and their cardiovascular profile, and gives an updated comparison with the other oral glucose-lowering medications with regards to safety and efficacy. Currently available original studies, abstracts, reviews articles, systematic reviews and meta-analyses were included in the review. DISCUSSION DPP4is are moderately efficient in decreasing the HbA1c by an average of 0.5% as monotherapy, and 1.0% in combination therapy with other drugs. They have a good tolerability and safety profile compared to other glucose-lowering drugs. However, there are possible risks pertaining to acute pancreatitis and pancreatic cancer. CONCLUSION Cardiovascular outcome trials thus far have proven the cardiovascular safety for ischemic events in patients treated with sitagliptin, saxagliptin, alogliptin, linagliptin and vildagliptin. Data showing increased rate of hospitalisation in the case of saxagliptin did not seem to be a class effect.
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Affiliation(s)
- Anca Pantea Stoian
- Department of Diabetes, Nutrition and Metabolic Diseases, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Alexandros Sachinidis
- PROMISE Department, School of Medicine, University of Palermo, Palermo, Italy; 2nd Propedeutic Department of Internal Medicine, Medical School, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Roxana Adriana Stoica
- Department of Diabetes, Nutrition and Metabolic Diseases, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Dragana Nikolic
- PROMISE Department, School of Medicine, University of Palermo, Palermo, Italy
| | - Angelo Maria Patti
- PROMISE Department, School of Medicine, University of Palermo, Palermo, Italy
| | - Ali A Rizvi
- Division of Endocrinology, Metabolism, and Lipids, Emory University School of Medicine, Atlanta, GA, USA.
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Iskander C, Cherney DZ, Clemens KK, Dixon SN, Harel Z, Jeyakumar N, McArthur E, Muanda FT, Parikh CR, Paterson JM, Tangri N, Udell JA, Wald R, Garg AX. Use of sodium-glucose cotransporter-2 inhibitors and risk of acute kidney injury in older adults with diabetes: a population-based cohort study. CMAJ 2020; 192:E351-E360. [PMID: 32392523 PMCID: PMC7145366 DOI: 10.1503/cmaj.191283] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/30/2020] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND Regulatory agencies warn about the risk of acute kidney injury (AKI) after the initiation of sodium-glucose cotransporter-2 (SGLT2) inhibitors. Our objective was to quantify the 90-day risk of AKI in older adults after initiation of SGLT2 inhibitors in routine clinical practice. METHODS We conducted a population-based retrospective cohort study in Ontario, Canada, involving adults with diabetes who were aged 66 years or older and who were newly dispensed either an SGLT2 inhibitor or a dipeptidyl peptidase-4 (DPP4) inhibitor in an outpatient setting between 2015 and 2017. We used inverse probability of treatment weighting based on a propensity score to balance the 2 groups on measured baseline characteristics. The primary outcome was 90-day risk of a hospital encounter (i.e., visit to the emergency department or admission to hospital) with AKI, which we defined by a 50% or greater increase in the concentration of serum creatinine from the baseline value or an absolute increase of at least 27 μmol/L after an SGLT2 or DDP4 inhibitor was dispensed. We obtained weighted risk ratios using modified Poisson regression and weighted risk differences using binomial regression. RESULTS We included 39 094 patients with a median age of 70 (interquartile range 68-74) years in the study. Relative to new use of a DPP4 inhibitor, initiation of a SGLT2 inhibitor was associated with a lower 90-day risk of a hospital encounter with AKI: 216 events in 19 611 patients (1.10%) versus 388 events in 19 483 patients (1.99%); weighted risk ratio 0.79 (95% confidence interval 0.64-0.98). INTERPRETATION In routine care of older adults, new use of SGLT2 inhibitors compared with use of DPP4 inhibitors was associated with a lower risk of AKI. Together with previous evidence, our findings suggest that regulatory warnings about AKI risk with SGLT2 inhibitors are unwarranted.
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Affiliation(s)
- Carina Iskander
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man.
| | - David Z Cherney
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man
| | - Kristin K Clemens
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man
| | - Stephanie N Dixon
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man
| | - Ziv Harel
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man
| | - Nivethika Jeyakumar
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man
| | - Eric McArthur
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man
| | - Flory Tsobo Muanda
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man
| | - Chirag R Parikh
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man
| | - J Michael Paterson
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man
| | - Navdeep Tangri
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man
| | - Jacob A Udell
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man
| | - Ron Wald
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man
| | - Amit X Garg
- Departments of Epidemiology and Biostatistics (Iskander, Clemens, Dixon, Jeyakumar, Muanda, Garg), and Medicine (Clemens, Garg), Western University, London, Ont.; Department of Medicine, Division of Nephrology (Cherney), Toronto General Hospital, University of Toronto; Department of Physiology, and Banting and Best Diabetes Centre (Cherney), University of Toronto; Division of Nephrology (Harel, Wald), St. Michael's Hospital; Faculty of Medicine (Udell), University of Toronto; Cardiovascular Division (Udell), Department of Medicine and Women's College Research Institute, Women's College Hospital, Toronto, Ont.; Toronto, Ont.; ICES (Clemens, Dixon, Jeyakumar, McArthur, Muanda, Paterson, Garg), London, Ont.; Division of Nephrology (Parikh), School of Medicine, Johns Hopkins University, Baltimore, Md.; Department of Internal Medicine (Tangri), Max Rady College of Medicine, University of Manitoba; Seven Oaks General Hospital (Tangri), Chronic Disease Innovation Centre, Winnipeg, Man
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10
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Saine ME, Carbonari DM, Newcomb CW, Gallagher AM, Blak BT, Roy JA, Wood J, Cardillo S, Hennessy S, Strom BL, Lo Re V. Concordance of hospitalizations between Clinical Practice Research Datalink and linked Hospital Episode Statistics among patients treated with oral antidiabetic therapies. Pharmacoepidemiol Drug Saf 2019; 28:1328-1335. [PMID: 31328342 DOI: 10.1002/pds.4853] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 06/11/2019] [Accepted: 06/12/2019] [Indexed: 01/31/2023]
Abstract
PURPOSE The ability of the Clinical Practice Research Datalink (CPRD) to ascertain all-cause hospitalizations remains unknown. We determined the proportion of hospitalizations in CPRD that were also recorded in Hospital Episode Statistics (HES), and vice versa, among patients initiating oral antidiabetic (OAD) therapy. METHODS We conducted a retrospective cohort study from October 2009 to September 2012 among OAD-treated patients registered with general practitioners who contribute to CPRD and consent to HES linkage. In CPRD, we identified initial hospitalizations for each calendar year by an Inpatient Referral, Consultation Type code, or Read code indicating an inpatient episode and determined if an admission date was recorded in HES within ±30 days. We then identified initial HES admission dates and determined if a hospitalization was documented in CPRD within ±30 days. Sensitivity analyses were conducted utilizing HES discharge, rather than admission, dates. RESULTS Among 8574 OAD-treated HES-linked patients in CPRD, 6574 initial hospitalizations across the study period were identified in CPRD, and 5188 (78.9% [95% CI, 77.9%-79.9%]) were confirmed by a HES admission date within ±30 days (median difference, ±3 days [IQR, 1-7 days]). Among 8609 initial hospital admissions in HES, 4803 (55.7% [95% CI, 54.7%-56.8%]) hospitalizations were recorded in CPRD within ±30 days (median difference, ±4 days [IQR, 1-9 days]). Similar results were observed using HES discharge dates. CONCLUSION A substantial minority of patient-level hospitalization data are nonconcordant between HES and CPRD. Pharmacoepidemiologic studies within CPRD that seek to identify hospitalizations should consider linkage with HES to ensure adequate ascertainment of inpatient events.
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Affiliation(s)
- M Elle Saine
- Center for Clinical Epidemiology and Biostatistics, Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
| | - Dena M Carbonari
- Center for Clinical Epidemiology and Biostatistics, Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Craig W Newcomb
- Center for Clinical Epidemiology and Biostatistics, Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Arlene M Gallagher
- Clinical Practice Research Datalink, Medicines and Healthcare Products Regulatory Agency, London, UK
| | | | - Jason A Roy
- Center for Clinical Epidemiology and Biostatistics, Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Rutgers Biomedical & Health Sciences, The State University of New Jersey, Newark, NJ, USA
| | - Jennifer Wood
- Department of Global Pharmacovigilance and Epidemiology, Bristol-Myers Squibb, Hopewell, NJ, USA
| | - Serena Cardillo
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sean Hennessy
- Center for Clinical Epidemiology and Biostatistics, Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Brian L Strom
- Center for Clinical Epidemiology and Biostatistics, Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Rutgers Biomedical & Health Sciences, The State University of New Jersey, Newark, NJ, USA
| | - Vincent Lo Re
- Center for Clinical Epidemiology and Biostatistics, Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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11
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Comparative Safety of Dipeptidyl Peptidase-4 Inhibitors Versus Sulfonylureas and Other Glucose-lowering Therapies for Three Acute Outcomes. Sci Rep 2018; 8:15142. [PMID: 30310100 PMCID: PMC6181978 DOI: 10.1038/s41598-018-33483-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Accepted: 09/28/2018] [Indexed: 12/16/2022] Open
Abstract
Although the glucose lowering effect of dipeptidyl peptidase-4 (DPP4) inhibitors is well established, several potential serious acute safety concerns have been raised including acute kidney injury, respiratory tract infections, and acute pancreatitis. Using the UK-based Clinical Practice Research Datalink (CPRD), we identified initiators (365-day washout period) of DPP4 inhibitors and relevant comparators including initiators of sulfonylureas, metformin, thiazolidinediones, and insulin between January 2007 and January 2016 to quantify the association between DPP4 inhibitors and three acute health events – acute kidney injury, respiratory tract infections, and acute pancreatitis. The associations between drug and study outcomes were estimated using Cox proportional hazard models adjusted for deciles of high-dimensional propensity scores and number of additional glucose lowering agents. After controlling for potential confounders, the risk was not significantly increased or decreased for initiators of DPP4 inhibitors compared to sulfonylureas (hazard ratio (HR) [95% confidence interval (CI)] for acute kidney injury: 0.81 [0.56–1.18]; HR for respiratory tract infections: 0.93 [0.84–1.04]; HR for acute pancreatitis 1.03 [0.42–2.52], metformin (HR for respiratory tract infection 0.91 [0.65–1.27]), thiazolidinediones (HR for acute kidney injury: 1.12 [0.60–2.10]; HR for respiratory tract infections: 1.02 [0.86–1.21]; HR for acute pancreatitis: 1.21 [0.25–5.72]), or insulin (HR for acute kidney injury: 1.40 [0.77–2.55]; HR for respiratory tract infections: 0.74 [0.60–0.92]; HR for acute pancreatitis: 1.01 [0.24–4.19]). Initiators of DPP4 inhibitors were associated with an increased risk of acute kidney injury when compared to metformin initiators (HR [95% CI] for acute kidney injury: 1.85 [1.10–3.12], although this association was attenuated when DPP4 inhibitor monotherapy was compared to metformin monotherapy exposure as a time-dependent variable (HR 1.39 [0.91–2.11]). Initiation of a DPP4 inhibitor was not associated with an increased risk of acute kidney injury, respiratory tract infections, or acute pancreatitis compared to sulfonylureas or other glucose-lowering therapies.
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12
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Abstract
INTRODUCTION Dipeptidyl peptidase-4 inhibitors (DPP-4is) are generally considered as glucose-lowering agents with a safe profile in type 2 diabetes. AREAS COVERED An updated review of recent safety data from randomised controlled trials, observational studies, meta-analyses, pharmacovigilance reports regarding alogliptin, linagliptin, saxagliptin, sitagliptin, and vildagliptin, with a special focus on risks of hypoglycemia, pancreatitis and pancreatic cancer, major cardiovascular events, hospitalisation for heart failure and other new safety issues, such as bone fractures and arthralgia. The safety of DPP-4i use in special populations, elderly patients, patients with renal impairment, liver disease or heart failure, will also be discussed. EXPERT OPINION The good tolerance/safety profile of DPP-4is has been largely confirmed, including in more fragile populations, with no gastrointestinal adverse effects and a minimal risk of hypoglycemia. DPP-4is appear to be associated with a small increased incidence of acute pancreatitis in placebo-controlled trials, although most observational studies are reassuring. Most recent studies with DPP-4is do not confirm the increased risk of hospitalisation for heart failure reported with saxagliptin in SAVOR-TIMI 53, but further post-marketing surveillance is still recommended. New adverse events have been reported such as arthralgia, yet a causal relationship remains unclear.
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Affiliation(s)
- André Jacques Scheen
- a Division of Diabetes, Nutrition and Metabolic Disorders, Department of Medicine , CHU Sart Tilman, University of Liège , Liège , Belgium.,b Division of Clinical Pharmacology , Center for Interdisciplinary Research on Medicines (CIRM) , Liège , Belgium
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13
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Saine ME, Gizaw M, Carbonari DM, Newcomb CW, Roy JA, Cardillo S, Esposito DB, Bhullar H, Gallagher AM, Strom BL, Lo Re V. Validity of diagnostic codes to identify hospitalizations for infections among patients treated with oral anti-diabetic drugs. Pharmacoepidemiol Drug Saf 2017; 27:1147-1150. [PMID: 29250905 DOI: 10.1002/pds.4368] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Revised: 10/11/2017] [Accepted: 11/12/2017] [Indexed: 01/18/2023]
Abstract
PURPOSE Identification of hospitalizations for infection is important for post-marketing surveillance of drugs, but the validity of using diagnosis codes to identify these events is unknown. Differentiating between hospitalization for and with infection is important, as the latter is common and less likely to arise from pre-admission exposure to drugs. We determined positive predictive values (PPVs) of diagnostic coding-based algorithms to identify hospitalization for infection among patients prescribed oral anti-diabetic drugs (OADs). METHODS We identified patients initiating OADs within 2 United States claims databases (Medicare, HealthCore Integrated Research DatabaseSM [HIRDSM ]) and 2 United Kingdom electronic medical record databases (Clinical Practice Research Datalink [CPRD], The Health Improvement Network [THIN]) from 2009 to 2014. To identify potential hospitalizations for infection, we selected patients with a hospital diagnosis of infection and, within 7 days prior to hospitalization, either an outpatient/emergency department visit with an infection diagnosis or outpatient antimicrobial treatment. Hospital records were reviewed by infectious disease specialists to adjudicate hospital admissions for infection. PPVs for confirmed outcomes were determined for each database. RESULTS Code-based algorithms to identify hospitalization for infection had PPVs exceeding 80% within Medicare (PPV, 83% [90/109]; 95% CI, 74-89%), HIRDSM (PPV, 89% [73/82]; 95% CI, 80-95%), and THIN (PPV, 86% [12/14]; 95% CI, 57-98%) but not within CPRD (PPV, 67% [14/21]; 95% CI, 43-85%). CONCLUSIONS Algorithms identifying hospitalization for infection utilizing hospital diagnoses along with antecedent outpatient/emergency infection diagnoses or antimicrobial therapy had sufficiently high PPVs for confirmed events within Medicare, HIRDSM , and THIN to enable their use for pharmacoepidemiologic research.
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Affiliation(s)
- M Elle Saine
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Division of Infectious Diseases, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Mona Gizaw
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Division of Infectious Diseases, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Dena M Carbonari
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Craig W Newcomb
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Jason A Roy
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Serena Cardillo
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | | | | | | | - Brian L Strom
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Rutgers Biomedical and Health Sciences, Rutgers, The State University of New Jersey, Newark, NJ, USA
| | - Vincent Lo Re
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Division of Infectious Diseases, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
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