Abstract
Objectives
For patients with type 2 diabetes, newer antihyperglycaemic agents (AHA), including the dipeptidyl peptidase IV inhibitors (DPP4i), glucagon‐like peptide‐1 receptor agonists (GLP1RA) and sodium glucose co‐transporter 2 inhibitors (SGLT2i) offer a lower risk of hypoglycaemia relative to sulfonylurea or insulin. However, it is not clear how AHA compare to placebo on risk of any hypoglycaemia. This study evaluates the risk of any and severe hypoglycaemia with AHA and metformin relative to placebo.
Design
A systematic review and meta‐analysis was conducted of randomized, placebo‐controlled trials ≥12 weeks in duration. MEDLINE, Embase and the Cochrane Library were searched up to April 16, 2019. Studies allowing use of other diabetes medications were excluded. Mantel‐Haenszel risk ratio with 95% confidence intervals were used to pool estimates based on class of AHA and number of concomitant therapies used.
Patients
Eligible studies enrolled patients with type 2 diabetes ≥18 years of age.
Results
144 studies met our inclusion criteria. Any hypoglycaemia was not increased with AHA when used as monotherapy (DPP4i (RR 1.12; 95% CI 0.81‐1.56), GLP1RA (1.77; 0.91‐3.46), SGLT2i (1.34; 0.83‐2.15)), or as add‐on to metformin (DPP4i (0.95; 0.67‐1.35), GLP1RA (1.24; 0.80‐1.91), SGLT2i (1.29; 0.91‐1.83)) or as triple therapy (1.13; 0.67‐1.91). However, metformin monotherapy (1.73; 1.02‐2.94) and dual therapy initiation (3.56; 1.79‐7.10) was associated with an increased risk of any hypoglycaemia. Severe hypoglycaemia was rare not increased for any comparisons.
Conclusions
Metformin and the simultaneous initiation of dual therapy, but not AHA used alone or as single add‐on combination therapy, was associated with an increased risk of any hypoglycaemia relative to placebo.
Keywords: diabetes mellitus, type 2; dipeptidyl peptidase IV inhibitor; glucagon‐like peptide‐1 receptor agonist; hypoglycaemia; sodium glucose co‐transporter 2 inhibitor
Risk of any hypoglycaemia with newer antihyperglycaemic agents is not increased relative to placebo if used as monotherapy, dual therapy or triple therapy. Risk of any hypoglycaemia is increased relative to placebo with metformin monotherapy and when two agents are initiated simultaneously. Risk of severe hypoglycaemia is extremely rare and similar to placebo.

1. INTRODUCTION
For patients with type 2 diabetes and their physicians, fear of hypoglycaemia limits attainment of glycaemic targets,1, 2 increasing the risk of developing diabetes‐related complications.3 The last decade has witnessed a dramatic shift favouring the use of three newer classes of antihyperglycaemic agents (AHA) including the dipeptidyl peptidase IV inhibitors (DPP4i), glucagon‐like peptide‐1 receptor agonists (GLP1RA) and sodium glucose co‐transporter 2 inhibitors (SGLT2i).4 For patients with type 2 diabetes, these AHA lower blood glucose with the promise of lower hypoglycaemia risk.
Certainly, relative to sulfonylurea (SU) or insulin, the lower risk of hypoglycaemia with AHA is clear and widely accepted.5, 6, 7, 8, 9 However, relative to placebo, efficacy‐focused studies have been unable to delineate hypoglycaemia risk with these newer AHA, mainly due to the use of background SU and insulin. For instance, a number of systematic review and meta‐analyses have found a significantly higher risk of hypoglycaemia relative to placebo. To explain the increased risk with DPP4i,10, 11, 12, 13, 14, 15 GLP1RA14, 15, 16, 17, 18, 19 and SGLT2i,9, 20, 21, 22 authors have pointed to studies allowing background SU or insulin,17, 22 have conducted post hoc sensitivity analyses to exclude studies with SU or insulin11, 12, 13, 14, 16, 18, 20, 21, 23 or have left the findings unaddressed.9, 15, 19 Thus, a meta‐analysis with hypoglycaemia of newer AHA as the primary objective which a priori excludes studies allowing other background agents is necessary.
The unique mechanism of action of each class of AHA provides a low risk of hypoglycaemia.24, 25, 26 SGLT2i's augment glycosuria in a glucose‐dependent manner.27 Incretin‐based therapies, DPP4i and GLP1RA, increase glucagon‐like peptide 1 (GLP1) which in turn stimulates pancreatic insulin secretion in a glucose‐dependent manner.28, 29 Moreover, the enzyme DPP4 cleaves substrates beyond GLP1 including gastric inhibitory peptide (GIP).30, 31 Known to enhance glucagon counterregulation during hypoglycaemia, increased GIP with DPP4i may provide additional protection from hypoglycaemia risk.32 Unlike the newer AHA, metformin's mechanism of action is not believed to be glucose‐dependent. Hence, each class of AHA presents with a unique mechanism of action which may lead to differing risk of inflicting hypoglycaemia.
For severe hypoglycaemia, we anticipate the risk with AHA to be negligible given their glucose‐dependent mechanisms of action. Further, the strict inclusion criteria of randomized controlled trials make it unlikely that high‐risk patients, many of whom would also be at risk of experiencing a severe episode, would be enrolled. Nevertheless, given the clinical significance of a severe hypoglycaemia episode, its inclusion as an outcome is necessary. But despite its more frequent occurrence, little is known about less severe, mild to moderate or nonsevere hypoglycaemia.33 Nonsevere hypoglycaemia episodes increase the risk of subsequent34 and more severe events,35 direct and indirect costs, frequency of blood glucose monitoring and reduce work productivity and medication adherence.36, 37, 38, 39 Moreover, given the progressive nature of diabetes40 and involvement of multiple organs,41 patients eventually require multiple AHA to maintain glycemic control. Thus, refining our understanding of any hypoglycaemia risk with AHA, particularly when used as dual or triple therapy is of clinical importance.
To date, the heterogeneity of hypoglycaemia definitions, especially of nonsevere events, has deterred comparative research on this important adverse outcome. In 2005, an overarching definition of hypoglycaemia was suggested as; “all episodes of an abnormally low plasma glucose concentration that exposes the individual to potential harm”.42 It has been argued that a single definition to encompass all the varying severities, blood glucose values, symptom perception, monitoring, reporting and ascertainment of events is not appropriate.43 Following the Diabetes Complication and Control Trial (DCCT), severe hypoglycaemia has typically been defined as requiring external assistance44 with or without blood glucose documentation. The International Hypoglycaemia Study Group, in a joint position statement with the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD) now recommends a blood glucose concentration of <3.9 mmol/L to denote an alert value, <3.0 mmol/L to indicate a serious episode, and requiring external assistance, a severe episode.45
Systematic review and meta‐analyses allow for sufficient power to evaluate low‐frequency outcomes. However, pooling estimates of rare adverse events compared to efficacy end‐points presents with its own unique challenges.46 For instance, consensus is lacking on the optimal pooling methods and handling of studies with zero events in both arms.47 Some argue that studies with zero events lack information and its inclusion may negate an otherwise statistical finding.48 Others claim exclusion of studies with zero events does not consider all the available evidence and may overestimate risk.49 Recently, inclusion of studies with zero events has fostered support50 and providing results of both analyses has been recommended.48
In this systematic review and meta‐analysis, we evaluate the risk of any and severe hypoglycaemia in patients with type 2 diabetes relative to placebo in studies which only permit the use of metformin, DPP4i, GLP1RA or SGLT2i administered alone or in any combination with each other.
2. MATERIALS AND METHODS
The protocol for this meta‐analysis is registered with the International Prospective Register of Systematic Reviews (PROSPERO), number CRD42018095458 and follows the 2015 Preferred Reporting Items for Systematic Review and Meta‐Analysis Protocols (PRISMA‐P) guidelines51 as well as PRISMA harms.47
2.1. Data sources and searches
We undertook a systematic review and meta‐analysis of randomized controlled trials published in the English language. Electronic searches of MEDLINE (since 1946), Embase (since 1947) and the Cochrane Library were conducted from inception up to 16 April 2019. References of relevant studies were also manually searched. Validated search strings for “randomized controlled trials”,52, 53 combined with MeSH and text terms for “type 2 diabetes,” along with brand and generic names for AHA were used. As suggested by the PRISMA Harms group,47 the term for the harms (ie “hypoglycaemia” or “hypoglycaemia”) was not included in the search string to avoid exclusion of potentially eligible studies reporting on this outcome within a supplementary appendix. The MEDLINE search string can be found in the Appendix S1.54
2.2. Study selection
Two investigators (SK and LL) conducted independent title and abstract screening. If the study met eligibility criteria or if it was unclear, full text of the article was assessed for eligibility. A third reviewer (SWT) was approached for any unresolved disagreements. Only data from the initial study phase where double blinding was maintained was eligible. For studies with multiple or companion publications, only the primary reference or the reference reporting on hypoglycaemia was considered.
Studies were considered for inclusion if they were as follows: (a) randomized, placebo‐controlled trials, (b) conducted in patients with type 2 diabetes ≥18 years of age, (c) evaluated hypoglycaemia risk, (d) with metformin, DPP4i, GLP1RA or SGLT2i as monotherapy or any combination of these AHA and (e) were ≥12 weeks in duration. A minimum 12‐week duration was selected to reflect the efficacy (ie, HbA1c lowering) focus typical of most studies. Exclusion criteria included studies that were as follows: (a) cross‐over design, (b) conducted in healthy individuals or patients with type 1 diabetes, (c) compared to active‐control only, (d) were less than 12 weeks in duration and (e) allowed the use of any other AHA as background therapy such as acarbose, bile‐acid sequestrants, bromocriptine, insulin, meglitinides, SU or thiazolidinediones.
2.3. Data extraction and quality assessment
Two reviewers (SK and PJD) independently extracted study and patient characteristics of included studies in a prepiloted table. Differences were resolved through consensus. The primary outcome of any hypoglycaemia was captured irrespective of definition, severity, time of day, blood glucose value or documentation. The secondary outcome of severe hypoglycaemia was defined based on recent recommendations as a blood glucose value of <3.0 mmol/L (<54 mg/dL),45 or described as major, or as requiring medical or third party assistance.
The Cochrane Risk of Bias (RoB) tool was used to assess the quality of each study using the six domains of selection, performance, detection, attrition and reporting bias. For the seventh domain of “other bias,” we considered the risk of confounding due to use of rescue therapy. Publication bias was assessed using funnel plots of each trials effect size against standard error if ≥10 studies were available per outcome. The overall quality for each outcome was assessed according to the Grading of Recommendations Assessment Development and Evaluation (GRADE) approach55 using a Summary of Findings (SoF) table as described in the Cochrane handbook.52 By considering the overall RoB, including inconsistency, indirectness and imprecision across studies, a level of certainty was determined for our findings.
2.4. Data synthesis and analysis
For the primary and secondary outcomes, we compared the use of metformin and each class of AHA as monotherapy or as each class of AHA added‐on to metformin background relative to placebo. Studies in which a second AHA was added to a nonmetformin background, or initiated dual therapy (ie, two AHA simultaneously administered to treatment naïve or previously treated patients undergoing a washout) or triple therapy (ie, third AHA added to dual background therapy) were evaluated separately.
Using REVMAN 5.3, we pooled the dichotomous outcome of patients experiencing hypoglycaemia using the Mantel‐Haenszel method if ≥2 studies were available per comparison. In anticipation of the heterogeneity of hypoglycaemia, including the differing definitions, study durations, potential molecule‐specific differences and doses, we used the random effects model. Given the harms objective of our study, for the primary analysis, we evaluated the risk ratio and 95% confidence intervals (CI) by considering studies with hypoglycaemia in at least one treatment arm to obtain a more conservative estimate. To allow for the evaluation of all available data, including studies with zero hypoglycaemia in both arms, we conducted an a priori sensitivity analyses using risk difference. We also planned to evaluate the robustness of our findings using different effect measures and analyses methods.
A single pair‐wise comparison was used for dose‐ranging studies. For studies evaluating multiple interventions eligible for inclusion within the same pooled estimate, the shared placebo group was split to avoid a unit‐of‐analysis error.52 Tests of statistical heterogeneity were conducted using Chi2 and I 2 with P < .05 denoting statistical significance. As suggested by the Cochrane group, we considered heterogeneity to be unimportant if I 2 = 0%‐40%, moderate if I 2 = 30%‐60%, substantial if I 2 = 50%‐90% and considerable if I 2 = 75%‐100%.52
3. RESULTS
Of the 22 089 hits retrieved from our search, 144 studies56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199 met our inclusion criteria (Figure 1). An agreement value (κ) of 80% was achieved for studies requiring detailed analysis and extraction. Fourteen of these studies contained multiple intervention arms suitable for inclusion in more than 1 comparison (five studies were included in three comparisons89, 92, 106, 107, 151 and nine studies in two comparisons59, 86, 88, 102, 128, 129, 147, 159, 164). Only 1 of the 14 studies included a separate placebo arm for each intervention being evaluated.147 In 3 of the 14 multi‐intervention studies, the 2 AHA being evaluated were within the same class and thus pooled estimate, necessitating the need for the “shared” placebo to be split.88, 102, 128 Thus, in total, 163 studies (n = 53 713) were pooled for 10 comparisons; 9 studies (n = 2630 participants) in metformin monotherapy, 47 studies (n = 14 926) in DPP4i monotherapy, 11 studies in GLP1RA monotherapy (n = 2705), 19 studies in SGLT2i monotherapy (6647), 29 studies in DPP4i added to metformin (n = 9679), 11 studies in GLP1RA added to metformin (n = 4096), 18 studies in SGLT2i added to metformin (n = 7201), 5 studies in second AHA added to nonmetformin background (n = 953), 6 studies in dual therapy initiation (n = 2215) and 8 studies in triple therapy (n = 2661).
Figure 1.

Prisma flow diagram
A summary of study and patient characteristics is presented in Table 1. Characteristics of individual studies can be found in the Appendix S1.54 In short, most studies were efficacy‐focused with a duration of 12‐24 weeks. Mean age of patients was generally 50‐60 years with the widest range for DPP4i monotherapy and the oldest participants in the triple therapy studies. The majority of SGLT2i monotherapy and just under half of the DPP4i monotherapy studies were conducted in Asian patients. All five studies evaluating a second AHA added to a nonmetformin background were conducted in Japan where metformin is not preferentially recommended first line. Monotherapy studies comprised of participants with lower diabetes duration and baseline haemoglobin A1c (HbA1c). Both baseline HbA1c and change in HbA1c compared to placebo was highest with dual therapy initiation, whereas the smallest change in HbA1c was observed with triple therapy. Considering these differences, between group comparisons of hypoglycaemia risk were avoided.
Table 1.
Summary of characteristics of included studies
| Comparison group | Study duration in weeks (Range) | Mean age (Range) | % Male (Range) | Diabetes duration in years (Range) | Baseline HbA1c (Range) | Change in A1c vs placebo (Range) |
|---|---|---|---|---|---|---|
| Monotherapy | ||||||
| Metformin | 12‐36 | 52.2‐57.9 | 41.2‐73.5 | 1.0‐7.5 | 7.6‐9.0 | –0.55 to –1.3 |
| DPP4i | 12‐52 | 48.9‐72.1 | 36.4‐86.0 | 0.5‐8.6 | 6.7‐9.0 | –0.14 to –1.2 |
| GLP1RA | 12‐52 | 51.7‐60.0 | 31.4‐84.61 | 1.0‐8.87 | 7.1‐8.54 | –0.38 to –1.85 |
| SGLT2i | 12‐52 | 49.9‐60.6 | 41.3‐81.8 | 0.25‐7.8 | 7.46‐8.45 | –0.35 to –1.31 |
| Added to background metformin | ||||||
| DPP4i | 12‐52 | 51.6‐61.8 | 41.5‐73.7 | 0.45‐9.4 | 7.64‐9.3 | –0.30 to –1.1 |
| GLP1RA | 12‐52 | 50.4‐58.9 | 25.8‐77 | 0.63‐8.1 | 7.46‐8.6 | –0.1 to –2.1 |
| SGLT2i | 12‐26 | 51.7‐60.8 | 28.3‐74.5 | 4.2‐8.1 | 7.16‐8.46 | –0.17 to –1.30 |
| Second AHA added to non‐metformin background | 14‐24 | 54.1‐60.0 | 68.1‐83.1 | 6.5‐9.0 | 7.87‐8.4 | –0.82 to –1.14 |
| Dual therapy initiation | 24‐26 | 52.2‐56.4 | 42.3‐69.7 | 1.1‐6.8 | 8.21‐9.0 | –1.08 to –2.07 |
| Third AHA added to dual therapy background | 24‐26 | 54.3‐59.7 | 43.7‐65.4 | 5.64‐11.62 | 7.86‐8.5 | –0.35 to –0.89 |
Forest plots for any and severe hypoglycaemia can be found in the Appendix S1.54 In summary, the risk ratio of any hypoglycaemia (Figure 2) was low for all comparisons, occurring in ≤4.7% and ≤2.7% of AHA and placebo, respectively. A significantly higher risk of any hypoglycaemia compared to placebo was found with metformin monotherapy (RR 1.73; 95% CI 1.02‐2.94) and dual therapy initiation (3.56; 1.79‐7.10). The nonmetformin background therapy comparison was not pooled, since only one of the five included studies reported patients with events. Severe hypoglycaemia was rare and reported in less than 10% (15/161) of included studies. In studies reporting severe events, the incidence was similar, occurring in ≤1.0% and ≤1.1% with AHA and placebo, respectively. Only three comparisons had ≥2 studies with severe hypoglycaemia (Figure 3); DPP4i with metformin (RR 0.79; 0.23‐2.70), SGLT2i with metformin (0.46, 0.11‐1.92) and triple therapy (0.72; 0.11‐4.53).
Figure 2.

Summary forest plot for risk of any hypoglycaemia
Figure 3.

Summary forest plot for risk of severe hypoglycaemia
Inclusion of zero event studies decreased the incidence of any hypoglycaemia to ≤4.5% and ≤2.0% for AHA and placebo, respectively, and severe hypoglycaemia to ≤0.2% for either arm. The risk difference of severe hypoglycaemia was not increased with any AHA comparison relative to placebo. However, the risk difference of any hypoglycaemia when zero event studies were included resulted in a small, but statistically significant 1% increase with metformin monotherapy (RD 0.01; 0.0‐0.03), SGLT2i monotherapy (0.01; 0.0‐0.01), GLP1RA with metformin (0.01; 0.0‐0.02) and a 3% increase with dual therapy initiation (0.03; 0.01‐0.05). Results of including zero event studies using risk difference for any and severe hypoglycaemia are presented in the Appendix S1.54
Exploratory analyses using different effect measures and analyses methods did not significantly change our findings for severe hypoglycaemia. For any hypoglycaemia, metformin monotherapy and dual therapy initiation remained significantly increased irrespective of the effect measure, use of fixed effect model or inclusion of zero event studies. Use of risk difference without the inclusion of zero event studies resulted in a small but significant 1%‐2% increase in any hypoglycaemia with both fixed and random effects model with GLP1RA monotherapy ([RD, Random 0.02; 95% CI 0.00‐0.03], [RD, Fixed 0.02; 0.00‐0.04]), SGLT2i monotherapy ([RD, Random 0.01; 0.00‐0.01], [RD, Fixed 0.01; 0.00‐0.02]), GLP1RA with metformin ([RD, Random 0.02; 0.01‐0.03], [RD, Fixed 0.01; 0.00‐0.03]) and SGLT2i with metformin ([RD, Random 0.01; 0.00‐0.02], [RD, Fixed 0.01; 0.00‐0.02]). Inclusion of zero event studies using risk difference but with fixed effect model resulted in a small but significant increased risk of any hypoglycaemia for GLP1RA monotherapy (RD, Fixed 0.01; 0.00‐0.03) and SGLT2i with metformin (RD, Fixed 0.01; 0.00‐0.02) while maintaining the small but significantly increased risk observed with SGLT2i monotherapy (RD, Fixed 0.01; 0.00‐0.02) and GLP1RA with metformin (RD, Fixed 0.01; 0.00‐0.03). Use of odds ratio or risk ratio with either fixed or random effect model for any hypoglycaemia when zero event studies were included changed our statistically significant findings to nonsignificant or SGLT2i monotherapy and GLP1RA with metformin.
Risk of bias ratings for each included study is found in the Appendix S1.54 None of the included studies were deemed to have a high risk of selection bias resulting from random sequence generation. Most studies, however, did not describe how the sequence was generated. None of the studies were determined as having a high risk of bias for allocation concealment, despite most not providing details on method of concealment. Performance bias was considered low risk, given our inclusion criteria of double‐blind randomized controlled trials. All included studies were ranked high risk for detection bias for two reasons. First, although explicit mention of participant exclusion prerandomization due to history of hypoglycaemia was rare87, 117, 166 patients at high risk of hypoglycaemia may have still been excluded from study enrolment. Second, an adverse event in a placebo‐controlled trial may have been more likely to be attributed to treatment than placebo. For attrition bias, imbalances in the drop‐out rates were carefully considered, given our harms objective and placebo comparator. Safety (and efficacy) end‐points of included studies were reported on an intent‐to‐treat basis. Almost all (140/144) studies reported on drop‐out rates between treatment arms. Of these, one third of studies (42/140 or 30%) were considered high risk of attrition bias, either due to a higher drop‐out rates in the treatment compared to placebo arms58, 63, 65, 66, 67, 71, 73, 75, 77, 83, 85, 87, 91, 93, 99, 102, 104, 105, 106, 131, 133, 134, 139, 140, 141, 151, 152, 153, 161, 165, 168, 170, 176, 184, 185, 187, 191, 195, 196, 200 or specific mention of participant study withdrawal due to hypoglycaemia.58, 92, 95, 131, 175 Six studies were found to have a high risk of bias for selective reporting, either for providing only a range of hypoglycaemia outcomes76, 140 or reporting hypoglycaemia data only for the extension phase104 or insufficient details on the severity of episodes.56, 98, 154
For “other bias,” we considered inclusion of safety data after use of rescue therapy (ie, an additional agent for uncontrolled hyperglycaemia). Close to half (45%) of included studies did not report on rescue medication use making it difficult to determine whether it was permitted and included in the safety analyses. For most of the remaining studies, rescue therapy was permitted with varying criteria and those receiving rescue therapy were excluded from the safety and efficacy analyses. Studies allowing rescue therapy were therefore assigned a low risk of bias. However, in 12% (18/144) of studies, risk of confounding due to rescue therapy was considered high, given inclusion of safety data after initiation of rescue therapy.58, 61, 62, 65, 68, 72, 83, 91, 105, 107, 118, 135, 141, 167, 175, 186, 189, 199 Four studies specifically described hypoglycaemia occurrence after the initiation of rescue therapy and these patients were thus excluded from our pooled estimates. Of these four, a low155, 184 or unclear60, 79 risk of bias was assigned depending on whether all hypoglycaemia events were accounted for.
A definition of hypoglycaemia was provided in 63% of studies (95/144). As anticipated, the criteria, classification of severity and ascertainment of hypoglycaemia varied across studies, if reported. Severe hypoglycaemia was mostly defined as requiring assistance (medical or third party) without a need for blood glucose confirmation. Two studies did not describe the severity of hypoglycaemic episodes and were excluded from the pooled estimates of severe hypoglycaemia and assigned a high risk of bias for selective reporting.56, 154
Given the heterogeneity of hypoglycaemia definitions, we conducted a post hoc sensitivity analysis using a more conservative threshold of ≤3.1 mmol/L for severe events. Results are presented in the Appendix S1.54 Sixteen studies defined hypoglycaemia with a threshold of ≤3.1 mmol/L.57, 67, 73, 78, 90, 125, 128, 140, 143, 144, 146, 149, 150, 170, 174, 184 Hypoglycaemia did not occur in five of these studies. The significance of our findings did not change using this more conservative threshold for severe hypoglycaemia with DPP4i monotherapy (RR 1.03; 95% CI 0.17‐6.15), DPP4i with metformin background (1.10; 0.42‐2.89) and GLP1RA with metformin background (1.03; 0.46‐2.31).
Evidence of heterogeneity was rejected since for the primary and secondary outcomes of any and severe hypoglycaemia, the Chi2 P‐value was >.05 for all comparisons. Further, I 2 values were zero, suggesting unimportant heterogeneity between sample estimates. Between study variance Tau2 was also zero for all comparisons in the primary analysis. However, when studies with zero events were included for the outcome of any hypoglycaemia, I 2 changed to unimportant (37% for metformin monotherapy, 13% for GLP1RA monotherapy, 11% for SGLT2i monotherapy, 6% for GLP1RA with metformin background) and substantial (68% for dual therapy initiation) heterogeneity. For comparison with 10 or more studies included, evidence of funnel plot asymmetry was not observed. Heterogeneity statistics and funnel plots are presented in the Appendix S1.54
Summary of Findings (SoF) table can be found in the Appendix S1.54 Certainty for any hypoglycaemia was downgraded once to moderate for all comparisons based on potential detection bias of a harm outcome in placebo‐controlled trial. A second downgrade resulting in a low degree of certainty was applied to metformin monotherapy, GLP1RA monotherapy, GLP1RA with metformin background and triple therapy due to concerns of attrition bias. However, for severe hypoglycaemia, a high degree of certainty was found for all comparisons, given its rare occurrence and consistency of results with other effect measures.
4. DISCUSSION
In this systematic review and meta‐analysis, the risk of any hypoglycaemia with newer AHA was not increased relative to placebo when used alone, with metformin background or as triple therapy. However, use of metformin monotherapy as well as the simultaneous addition of 2 AHA was associated with a small increased risk of any hypoglycaemia. Further, this study reaffirms the extremely low risk of severe hypoglycaemia with metformin or any AHA.
All three classes of AHA including DPP4i, GLP1RA and SGLT2i have each described their own unique glucose‐dependent mechanism of action and hypoglycaemia counterregulation whereby the risk of hypoglycaemia is minimized. However, metformin's mechanism of action is not fully understood and its lower risk of hypoglycaemia has only been discussed in relation to SU or insulin.201 Our findings corroborate those seen in the United Kingdom Diabetes Study (UKPDS) where metformin was found to have a higher rate of hypoglycaemia relative to diet alone.202 Nevertheless, metformin remains the most trusted therapy for patients with type 2 diabetes around the world. It is not clear why dual therapy initiation of AHA was found to have an increased risk of any hypoglycaemia relative to placebo but studies evaluating intensive glycemic lowering have all shown an increased risk of hypoglycaemia, albeit with older medications known to increase hypoglycaemia risk.203 Of note, all six studies included in the dual therapy initiation group included metformin. Further, participants in the dual therapy initiation group presented with high baseline HbA1c, possibly reflecting a more “difficult‐to‐treat” population. Although it is often assumed that the risk of hypoglycaemia is increased with low baseline HbA1c levels, evidence to suggest high baseline HbA1c as a risk factor for hypoglycaemia is accumulating,204, 205 and a U‐shaped relationship is likely.206
Results of our sensitivity analyses using different risk measures and effect models were exploratory in nature and not adjusted for multiplicity. Nevertheless, more significant results were observed when risk difference was used and moreover when zero event studies were excluded. However, despite allowing for the inclusion of zero event studies, use of risk difference for rare outcomes has been criticized for lacking statistical power.207 Additional guidance on the inclusion or exclusion of zero event trials and the optimal statistical pooling methods for patient‐important adverse outcomes is required.
Strengths of our study include being the first systematic review and meta‐analysis specifically designed to evaluate the risk of any hypoglycaemia with three classes of AHA, and metformin relative to placebo in patients with type 2 diabetes. By excluding studies which allow the use of therapies known to increase risk (ie, SU, insulin), we have aimed to improve the estimation of hypoglycaemia risk with newer AHA when used alone or in combination with each other compared to placebo. Second, beyond severe events, we pooled estimates of the more frequent incidence of nonsevere hypoglycaemia. Given the harms focus of our analysis, we conducted post hoc sensitivity analyses using a more conservative blood glucose threshold of ≤3.1 (compared to <3.0 mmol/L). In addition, the inclusion of studies with zero events allowed for risk estimations considering all relevant data. Finally, our study provides hypoglycaemia risk estimates for metformin and AHA mono‐, dual and triple therapy, as well as dual therapy initiation, scenarios commonly seen in the current clinical management of patients with type 2 diabetes.
There were a number of limitations to this study. As anticipated, the definitions of hypoglycaemia were heterogenous and included varying classifications of severity, symptomology, documentation, ascertainment, collection, reporting and handling of patients with hypoglycaemia.43, 208 To overcome this, our primary outcome was any hypoglycaemia, irrespective of the definitions and classifications used by each study. Future analyses using equivalent, internationally agreed upon definitions and ascertainment of hypoglycaemia, especially of nonsevere events, are needed. We included only studies published in the English language and evaluation of hypoglycaemia risk with AHA from unpublished studies (ie, the grey literature) and studies published in other languages is warranted. In addition, generalizations of our findings from controlled clinical trials to the real‐world may be limited as patients at risk of hypoglycaemia may have been excluded from clinical trial enrolment or lost to follow‐up. Further, all but one study194 was sponsored by the pharmaceutical industry. However, a recent Cochrane review found that while pharmaceutical sponsored studies were more likely to report on favourable efficacy outcomes, they were not necessarily more likely to report on more favourable safety outcomes, compared to nonpharmaceutical sponsored studies.209 Finally, many older patients and those with a longer duration of diabetes often fail to perceive symptoms of hypoglycaemia.210 Since some studies relied on patient reports of hypoglycaemia without blood glucose documentation, asymptomatic events may have been missed. Future studies using new continuous glucose monitoring devices will play a key role in improving our evaluation of hypoglycaemia risk, particularly of asymptomatic events, both in the real‐world and clinical trial setting.
In conclusion, in patients with type 2 diabetes, the risk of any hypoglycaemia was increased relative to placebo with metformin monotherapy and dual therapy initiation, but not with newer AHA used as mono‐, dual or triple therapy. Risk of severe hypoglycaemia is extremely low and similar to placebo with metformin and newer AHA.
CONFLICT OF INTEREST
Ms Kamalinia initiated her Master's degree while an employee of Merck Canada Inc. with educational support but has since left to focus on her studies. Merck Canada Inc did not play any role in the conception of the research question, protocol development, data synthesis or interpretation. Dr RGJ reports personal fees from Merck, AZ, Novo Nordisk, Lilly/BI and Janssen, outside the submitted work. Ms LL, Mr PJD and Dr BRS declare no competing interests. Dr SWT reports grants from Eli Lilly, Astra Zeneca, AbbVie and Bayer for participation in international contract research studies as well as honoraria for speaker's bureaus from Servier and Valeant during the conduct of the study and has had travel reimbursed by the Novartis Foundation.
AUTHOR CONTRIBUTIONS
SWT conceived the research question. SK developed the protocol and search strategy. SK and LL selected studies. SK and PJD extracted study level data. SK wrote the first draft and all authors provided review, revision and approval of the final draft.
RESEARCH INVOLVING HUMAN PARTICIPANTS AND/OR ANIMALS AND INFORMED CONSENT
Ethics approval and patient consent were not required for this analysis.
Supporting information
ACKNOWLEDGEMENTS
A special acknowledgement to my programme advisory committee members, Drs Josse, Shah and Tobe whose support and guidance since the inception of this research project has been instrumental.
Kamalinia S, Josse RG, Donio PJ, Leduc L, Shah BR, Tobe SW. Risk of any hypoglycaemia with newer antihyperglycaemic agents in patients with type 2 diabetes: A systematic review and meta‐analysis. Endocrinol Diab Metab. 2020;3:e00100 10.1002/edm2.100
DATA AVAILABILITY STATEMENT
The data that support the findings of this study are openly available in https://doi.org/10.5683/SP2/0QDTJX
REFERENCES
- 1. Leiter L, Yale J‐F, Chiasson JL, Harris S, Kleinstiver P, Sauriol L. Assessment of the impact of fear of hypoglycemic episodes on glycemic and hypoglycemic management. Can J Diabetes. 2005;29(3):1-7. [Google Scholar]
- 2. Walz L, Pettersson B, Rosenqvist U, Deleskog A, Journath G, Wandell P. Impact of symptomatic hypoglycemia on medication adherence, patient satisfaction with treatment, and glycemic control in patients with type 2 diabetes. Patient Prefer Adherence. 2014;8:593‐601. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Paul SK, Klein K, Thorsted BL, Wolden ML, Khunti K. Delay in treatment intensification increases the risks of cardiovascular events in patients with type 2 diabetes. Cardiovasc Diabetol. 2015;14:100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Lipska KJ, Yao X, Herrin J, et al. Trends in drug utilization, glycemic control, and rates of severe hypoglycemia, 2006–2013. Diabetes Care. 2017;40(4):468‐475. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. Palmer SC, Mavridis D, Nicolucci A, et al. Comparison of clinical outcomes and adverse events associated with glucose‐lowering drugs in patients with type 2 diabetes: a meta‐analysis. JAMA. 2016;316(3):313‐324. [DOI] [PubMed] [Google Scholar]
- 6. Foroutan N, Muratov S, Levine M. Safety and efficacy of dipeptidyl peptidase‐4 inhibitors vs sulfonylurea in metformin‐based combination therapy for type 2 diabetes mellitus: systematic review and meta‐analysis. Clin Invest Med. 2016;39(2):E48‐E62. [DOI] [PubMed] [Google Scholar]
- 7. Zhang Y, Hong J, Chi J, Gu W, Ning G, Wang W. Head‐to‐head comparison of dipeptidyl peptidase‐IV inhibitors and sulfonylureas – a meta‐analysis from randomized clinical trials. Diabetes Metab Res Rev. 2014;30(3):241‐256. [DOI] [PubMed] [Google Scholar]
- 8. Levin PA, Nguyen H, Wittbrodt ET, Kim SC. Glucagon‐like peptide‐1 receptor agonists: a systematic review of comparative effectiveness research. Diabetes Metab Syndr Obes. 2017;10:123‐139. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Storgaard H, Gluud LL, Bennett C, et al. Benefits and harms of sodium‐glucose co‐transporter 2 inhibitors in patients with type 2 diabetes: a systematic review and meta‐analysis. PLoS ONE. 2016;11(11):e0166125. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Monami M, Cremasco F, Lamanna C, Marchionni N, Mannucci E. Predictors of response to dipeptidyl peptidase‐4 inhibitors: evidence from randomized clinical trials. Diabetes Metab Res Rev. 2011;27(4):362‐372. [DOI] [PubMed] [Google Scholar]
- 11. Park H, Park C, Kim Y, Rascati KL. Efficacy and safety of dipeptidyl peptidase‐4 inhibitors in type 2 diabetes: meta‐analysis. Ann Pharmacother. 2012;46(11):1453‐1469. [DOI] [PubMed] [Google Scholar]
- 12. Goossen K, Graber S. Longer term safety of dipeptidyl peptidase‐4 inhibitors in patients with type 2 diabetes mellitus: systematic review and meta‐analysis. Diabetes Obes Metab. 2012;14(12):1061‐1072. [DOI] [PubMed] [Google Scholar]
- 13. Esposito K, Chiodini P, Maiorino MI, Bellastella G, Capuano A, Giugliano D. Glycaemic durability with dipeptidyl peptidase‐4 inhibitors in type 2 diabetes: a systematic review and meta‐analysis of long‐term randomised controlled trials. BMJ Open. 2014;4(6):e005442. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Howse PM, Chibrikova LN, Twells LK, Barrett BJ, Gamble JM. Safety and efficacy of incretin‐based therapies in patients with type 2 diabetes mellitus and CKD: a systematic review and meta‐analysis. Am J Kidney Dis. 2016;68(5):733‐742. [DOI] [PubMed] [Google Scholar]
- 15. Fakhoury WK, Lereun C, Wright D. A meta‐analysis of placebo‐controlled clinical trials assessing the efficacy and safety of incretin‐based medications in patients with type 2 diabetes. Pharmacology. 2010;86(1):44‐57. [DOI] [PubMed] [Google Scholar]
- 16. Monami M, Marchionni N, Mannucci E. Glucagon‐like peptide‐1 receptor agonists in type 2 diabetes: a meta‐analysis of randomized clinical trials. Eur J Endocrinol. 2009;160(6):909‐917. [DOI] [PubMed] [Google Scholar]
- 17. Amori RE, Lau J, Pittas AG. Efficacy and safety of incretin therapy in type 2 diabetes: systematic review and meta‐analysis. JAMA. 2007;298(2):194‐206. [DOI] [PubMed] [Google Scholar]
- 18. Esposito K, Mosca C, Brancario C, Chiodini P, Ceriello A, Giugliano D. GLP‐1 receptor agonists and HBA1c target of <7% in type 2 diabetes: meta‐analysis of randomized controlled trials. Curr Med Res Opin. 2011;27(8):1519‐1528. [DOI] [PubMed] [Google Scholar]
- 19. Broglio F, Mannucci E, Napoli R, et al. Beneficial effect of lixisenatide after 76 weeks of treatment in patients with type 2 diabetes mellitus: a meta‐analysis from the GetGoal programme. Diabetes Obes Metab. 2017;19(2):248‐256. [DOI] [PubMed] [Google Scholar]
- 20. Monami M, Nardini C, Mannucci E. Efficacy and safety of sodium glucose co‐transport‐2 inhibitors in type 2 diabetes: a meta‐analysis of randomized clinical trials. Diabetes Obes Metab. 2014;16(5):457‐466. [DOI] [PubMed] [Google Scholar]
- 21. Musso G, Gambino R, Cassader M, Pagano G. A novel approach to control hyperglycemia in type 2 diabetes: sodium glucose co‐transport (SGLT) inhibitors: systematic review and meta‐analysis of randomized trials. Ann Med. 2012;44(4):375‐393. [DOI] [PubMed] [Google Scholar]
- 22. Liu XY, Zhang N, Chen R, Zhao JG, Yu P. Efficacy and safety of sodium‐glucose cotransporter 2 inhibitors in type 2 diabetes: a meta‐analysis of randomized controlled trials for 1 to 2 years. J Diabetes Complications. 2015;29(8):1295‐1303. [DOI] [PubMed] [Google Scholar]
- 23. Esposito K, Cozzolino D, Bellastella G, et al. Dipeptidyl peptidase‐4 inhibitors and HbA1c target of <7% in type 2 diabetes: meta‐analysis of randomized controlled trials. Diabetes Obes Metab. 2011;13(7):594‐603. [DOI] [PubMed] [Google Scholar]
- 24. Degn KB, Brock B, Juhl CB, et al. Effect of intravenous infusion of exenatide (synthetic exendin‐4) on glucose‐dependent insulin secretion and counterregulation during hypoglycemia. Diabetes. 2004;53(9):2397‐2403. [DOI] [PubMed] [Google Scholar]
- 25. Nauck MA, Heimesaat MM, Behle K, et al. Effects of glucagon‐like peptide 1 on counterregulatory hormone responses, cognitive functions, and insulin secretion during hyperinsulinemic, stepped hypoglycemic clamp experiments in healthy volunteers. J Clin Endocrinol Metab. 2002;87(3):1239‐1246. [DOI] [PubMed] [Google Scholar]
- 26. Abdul‐Ghani MA, Norton L, Defronzo RA. Role of sodium‐glucose cotransporter 2 (SGLT 2) inhibitors in the treatment of type 2 diabetes. Endocr Rev. 2011;32(4):515‐531. [DOI] [PubMed] [Google Scholar]
- 27. Bakris GL, Fonseca VA, Sharma K, Wright EM. Renal sodium‐glucose transport: role in diabetes mellitus and potential clinical implications. Kidney Int. 2009;75(12):1272‐1277. [DOI] [PubMed] [Google Scholar]
- 28. Nauck MA, Kleine N, Orskov C, Holst JJ, Willms B, Creutzfeldt W. Normalization of fasting hyperglycaemia by exogenous glucagon‐like peptide 1 (7–36 amide) in type 2 (non‐insulin‐dependent) diabetic patients. Diabetologia. 1993;36(8):741‐744. [DOI] [PubMed] [Google Scholar]
- 29. Deacon CF. Therapeutic strategies based on glucagon‐like peptide 1. Diabetes. 2004;53(9):2181‐2189. [DOI] [PubMed] [Google Scholar]
- 30. Creutzfeldt W. The incretin concept today. Diabetologia. 1979;16(2):75‐85. [DOI] [PubMed] [Google Scholar]
- 31. Ussher JR, Drucker DJ. Cardiovascular biology of the incretin system. Endocr Rev. 2012;33(2):187‐215. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Christensen MB, Calanna S, Holst JJ, Vilsboll T, Knop FK. Glucose‐dependent insulinotropic polypeptide: blood glucose stabilizing effects in patients with type 2 diabetes. J Clin Endocrinol Metab. 2014;99(3):E418‐E426. [DOI] [PubMed] [Google Scholar]
- 33. Ostenson CG, Geelhoed‐Duijvestijn P, Lahtela J, Weitgasser R, Markert Jensen M, Pedersen‐Bjergaard U. Self‐reported non‐severe hypoglycaemic events in Europe. Diabet Med. 2014;31(1):92‐101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Majumdar SR, Hemmelgarn BR, Lin M, McBrien K, Manns BJ, Tonelli M. Hypoglycemia associated with hospitalization and adverse events in older people: population‐based cohort study. Diabetes Care. 2013;36(11):3585‐3590. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Sreenan S, Andersen M, Thorsted BL, Wolden ML, Evans M. Increased risk of severe hypoglycemic events with increasing frequency of non‐severe hypoglycemic events in patients with type 1 and type 2 diabetes. Diabetes Ther. 2014;5(2):447‐458. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Brod M, Christensen T, Thomsen TL, Bushnell DM. The impact of non‐severe hypoglycemic events on work productivity and diabetes management. Value Health. 2011;14(5):665‐671. [DOI] [PubMed] [Google Scholar]
- 37. Farmer A, Balman E, Gadsby R, et al. Frequency of self‐monitoring of blood glucose in patients with type 2 diabetes: association with hypoglycaemic events. Curr Med Res Opin. 2008;24(11):3097‐3104. [DOI] [PubMed] [Google Scholar]
- 38. Goldstein D, Chodick G, Shalev V, Thorsted BL, Elliott L, Karasik A. Use of healthcare services following severe hypoglycemia in patients with diabetes: analysis of real‐world data. Diabetes Ther. 2016;7(2):295‐308. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Harris S, Khunti, Landin‐Olsson M, et al. Descriptions of health states associated with increasing severity and frequency of hypoglycemia: a patient‐level perspective. Patient Prefer Adherence. 2013;7:925‐936. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40. Kahn SE, Porte D Jr. Islet dysfunction in non‐insulin‐dependent diabetes mellitus. Am J Med. 1988;85(5a):4‐8. [DOI] [PubMed] [Google Scholar]
- 41. Defronzo RA. Banting Lecture. From the triumvirate to the ominous octet: a new paradigm for the treatment of type 2 diabetes mellitus. Diabetes. 2009;58(4):773‐795. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Defining and reporting hypoglycemia in diabetes: a report from the American Diabetes Association Workgroup on Hypoglycemia. Diabetes Care. 2005;28(5):1245‐1249. [DOI] [PubMed] [Google Scholar]
- 43. Iqbal A, Heller S. Managing hypoglycaemia. Best Pract Res Clin Endocrinol Metab. 2016;30(3):413‐430. [DOI] [PubMed] [Google Scholar]
- 44. Diabetes Control and Complications Trial (DCCT): results of feasibility study. The DCCT Research Group. Diabetes Care. 1987;10(1):1‐19. [DOI] [PubMed] [Google Scholar]
- 45. International Hypoglycaemia Study Group . Glucose concentrations of less than 3.0 mmol/L (54 mg/dL) should be reported in clinical trials: a joint position statement of the American Diabetes Association and the European Association for the Study of Diabetes. Diabetes Care. 2017;40(1):155‐157. [DOI] [PubMed] [Google Scholar]
- 46. Warren FC, Abrams KR, Golder S, Sutton AJ. Systematic review of methods used in meta‐analyses where a primary outcome is an adverse or unintended event. BMC Med Res Methodol. 2012;12:64. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47. Zorzela L, Loke YK, Ioannidis JP, et al. PRISMA harms checklist: improving harms reporting in systematic reviews. BMJ. 2016;352:i157. [DOI] [PubMed] [Google Scholar]
- 48. Friedrich JO, Adhikari NK, Beyene J. Inclusion of zero total event trials in meta‐analyses maintains analytic consistency and incorporates all available data. BMC Med Res Methodol. 2007;7:5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Bhaumik DK, Amatya A, Normand S‐L, et al. Meta‐analysis of rare binary adverse event data. J Am Stat Assoc. 2012;107(498):555‐567. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50. Cheng J, Pullenayegum E, Marshall JK, Iorio A, Thabane L. Impact of including or excluding both‐armed zero‐event studies on using standard meta‐analysis methods for rare event outcome: a simulation study. BMJ Open. 2016;6(8):e010983. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51. Moher D, Shamseer L, Clarke M, et al. Preferred reporting items for systematic review and meta‐analysis protocols (PRISMA‐P) 2015 statement. Syst Rev. 2015;4:1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52. Higgins JPT, Green S, eds. Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0 [updated March 2011]. The Cochrane Collaboration; 2011. Available from www.handbook.cochrane.org [Google Scholar]
- 53. Wong SS, Wilczynski NL, Haynes RB. Developing optimal search strategies for detecting clinically sound treatment studies in EMBASE. J Med Libr Assoc. 2006;94(1):41‐47. [PMC free article] [PubMed] [Google Scholar]
- 54. Kamalinia S. Risk of Any Hypoglycemia with new antihyperglycemic agents in patients with type 2 diabetes: a systematic review and meta‐analysis. V1 ed: Scholars Portal Dataverse; 2019. 10.5683/SP2/0QDTJX [DOI]
- 55. Atkins D, Best D, Briss PA, et al. Grading quality of evidence and strength of recommendations. BMJ. 2004;328(7454):1490. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56. Agarwal P, Jindal C, Sapakal V. Efficacy and safety of teneligliptin in indian patients with inadequately controlled type 2 diabetes mellitus: a randomized, double‐blind study. Indian J Endocrinol Metab. 2018;22(1):41‐46. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57. Ahren B, Gomis R, Standl E, Mills D, Schweizer A. Twelve‐ and 52‐week efficacy of the dipeptidyl peptidase IV inhibitor LAF237 in metformin‐treated patients with type 2 diabetes. Diabetes Care. 2004;27(12):2874‐2880. [DOI] [PubMed] [Google Scholar]
- 58. Ahren B, Leguizamo Dimas A, Miossec P, Saubadu S, Aronson R. Efficacy and safety of lixisenatide once‐daily morning or evening injections in type 2 diabetes inadequately controlled on metformin (GetGoal‐M). Diabetes Care. 2013;36(9):2543‐2550. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59. Amin NB, Wang X, Jain SM, Lee DS, Nucci G, Rusnak JM. Dose‐ranging efficacy and safety study of ertugliflozin, a sodium‐glucose co‐transporter 2 inhibitor, in patients with type 2 diabetes on a background of metformin. Diabetes Obes Metab. 2015;17(6):591‐598. [DOI] [PubMed] [Google Scholar]
- 60. Aschner P, Kipnes MS, Lunceford JK, Sanchez M, Mickel C, Williams‐Herman DE. Effect of the dipeptidyl peptidase‐4 inhibitor sitagliptin as monotherapy on glycemic control in patients with type 2 diabetes. Diabetes Care. 2006;29(12):2632‐2637. [DOI] [PubMed] [Google Scholar]
- 61. Bailey CJ, Gross JL, Pieters A, Bastien A, List JF. Effect of dapagliflozin in patients with type 2 diabetes who have inadequate glycaemic control with metformin: a randomised, double‐blind, placebo‐controlled trial. Lancet. 2010;375(9733):2223‐2233. [DOI] [PubMed] [Google Scholar]
- 62. Bailey CJ, Iqbal N, T'Joen C, List JF. Dapagliflozin monotherapy in drug‐naive patients with diabetes: a randomized‐controlled trial of low‐dose range. Diabetes Obes Metab. 2012;14(10):951‐959. [DOI] [PubMed] [Google Scholar]
- 63. Barnett AH, Patel S, Harper R, et al. Linagliptin monotherapy in type 2 diabetes patients for whom metformin is inappropriate: an 18‐week randomized, double‐blind, placebo‐controlled phase III trial with a 34‐week active‐controlled extension. Diabetes Obes Metab. 2012;14(12):1145‐1154. [DOI] [PubMed] [Google Scholar]
- 64. Barzilai N, Guo H, Mahoney EM, et al. Efficacy and tolerability of sitagliptin monotherapy in elderly patients with type 2 diabetes: a randomized, double‐blind, placebo‐controlled trial. Curr Med Res Opin. 2011;27(5):1049‐1058. [DOI] [PubMed] [Google Scholar]
- 65. Bolinder J, Ljunggren Ö, Kullberg J, et al. Effects of dapagliflozin on body weight, total fat mass, and regional adipose tissue distribution in patients with type 2 diabetes mellitus with inadequate glycemic control on metformin. J Clin Endocrinol Metab. 2012;97(3):1020‐1031. [DOI] [PubMed] [Google Scholar]
- 66. Bolli GB, Munteanu M, Dotsenko S, et al. Efficacy and safety of lixisenatide once daily vs. placebo in people with type 2 diabetes insufficiently controlled on metformin (GetGoal‐F1). Diabet Med. 2014;31(2):176‐184. [DOI] [PubMed] [Google Scholar]
- 67. Bosi E, Camisasca RP, Collober C, Rochotte E, Garber AJ. Effects of vildagliptin on glucose control over 24 weeks in patients with type 2 diabetes inadequately controlled with metformin. Diabetes Care. 2007;30(4):890‐895. [DOI] [PubMed] [Google Scholar]
- 68. Bryson A, Jennings PE, Deak L, Paveliu FS, Lawson M. The efficacy and safety of teneligliptin added to ongoing metformin monotherapy in patients with type 2 diabetes: a randomized study with open label extension. Expert Opin Pharmacother. 2016;17(10):1309‐1316. [DOI] [PubMed] [Google Scholar]
- 69. Charbonnel B, Karasik A, Liu J, Wu M, Meininger G, Sitagliptin Study 020 Group . Efficacy and safety of the dipeptidyl peptidase‐4 inhibitor sitagliptin added to ongoing metformin therapy in patients with type 2 diabetes inadequately controlled with metformin alone. Diabetes Care. 2006;29(12):2638‐2643. [DOI] [PubMed] [Google Scholar]
- 70. Chen Y, Ning G, Wang C, et al. Efficacy and safety of linagliptin monotherapy in Asian patients with inadequately controlled type 2 diabetes mellitus: a multinational, 24‐week, randomized, clinical trial. J Diabetes Investig. 2015;6(6):692‐698. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71. Chiasson JL, Naditch L. The synergistic effect of miglitol plus metformin combination therapy in the treatment of type 2 diabetes. Diabetes Care. 2001;24(6):989‐994. [DOI] [PubMed] [Google Scholar]
- 72. Dagogo‐Jack S, Liu J, Eldor R, et al. Efficacy and safety of the addition of ertugliflozin in patients with type 2 diabetes mellitus inadequately controlled with metformin and sitagliptin: the VERTIS SITA2 placebo‐controlled randomized study. Diabetes Obes Metab. 2018;20(3):530‐540. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73. Davies M, Pieber TR, Hartoft‐Nielsen ML, Hansen OKH, Jabbour S, Rosenstock J. Effect of oral semaglutide compared with placebo and subcutaneous semaglutide on glycemic control in patients with type 2 diabetes: a randomized clinical trial. JAMA. 2017;318(15):1460‐1470. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74. DeFronzo RA, Goodman AM. Efficacy of metformin in patients with non‐insulin‐dependent diabetes mellitus. The Multicenter Metformin Study Group. N Engl J Med. 1995;333(9):541‐549. [DOI] [PubMed] [Google Scholar]
- 75. DeFronzo RA, Ratner RE, Han J, Kim DD, Fineman MS, Baron AD. Effects of exenatide (exendin‐4) on glycemic control and weight over 30 weeks in metformin‐treated patients with type 2 diabetes. Diabetes Care. 2005;28(5):1092‐1100. [DOI] [PubMed] [Google Scholar]
- 76. DeFronzo RA, Fleck PR, Wilson CA, Mekki Q. Efficacy and safety of the dipeptidyl peptidase‐4 inhibitor alogliptin in patients with type 2 diabetes and inadequate glycemic control: a randomized, double‐blind, placebo‐controlled study. Diabetes Care. 2008;31(12):2315‐2317. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 77. DeFronzo RA, Hissa MN, Garber AJ, et al. The efficacy and safety of saxagliptin when added to metformin therapy in patients with inadequately controlled type 2 diabetes with metformin alone. Diabetes Care. 2009;32(9):1649‐1655. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78. Dejager S, Razac S, Foley JE, Schweizer A. Vildagliptin in drug‐naive patients with type 2 diabetes: a 24‐week, double‐blind, randomized, placebo‐controlled, multiple‐dose study. Horm Metab Res. 2007;39(3):218‐223. [DOI] [PubMed] [Google Scholar]
- 79. Del Prato S, Barnett AH, Huisman H, Neubacher D, Woerle HJ, Dugi KA. Effect of linagliptin monotherapy on glycaemic control and markers of beta‐cell function in patients with inadequately controlled type 2 diabetes: a randomized controlled trial. Diabetes Obes Metab. 2011;13(3):258‐267. [DOI] [PubMed] [Google Scholar]
- 80. Derosa G, Cicero AFG, Franzetti IG, et al. A randomized, double‐blind, comparative therapy evaluating sitagliptin versus glibenclamide in type 2 diabetes patients already treated with pioglitazone and metformin: a 3‐year study. Diabetes Technol Ther. 2013;15(3):214‐222. [DOI] [PubMed] [Google Scholar]
- 81. Derosa G, Ragonesi PD, Carbone A, et al. Vildagliptin added to metformin on beta‐cell function after a euglycemic hyperinsulinemic and hyperglycemic clamp in type 2 diabetes patients. Diabetes Technol Ther. 2012;14(6):475‐484. [DOI] [PubMed] [Google Scholar]
- 82. Derosa G, Cicero AFG, Franzetti IG, et al. Effects of exenatide and metformin in combination on some adipocytokine levels: a comparison with metformin monotherapy. Can J Physiol Pharmacol. 2013;91(9):724‐732. [DOI] [PubMed] [Google Scholar]
- 83. Ferrannini E, Ramos SJ, Salsali A, Tang W, List JF. Dapagliflozin monotherapy in type 2 diabetic patients with inadequate glycemic control by diet and exercise: a randomized, double‐blind, placebo‐controlled, phase 3 trial. Diabetes Care. 2010;33(10):2217‐2224. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84. Ferrannini E, Seman L, Seewaldt‐Becker E, Hantel S, Pinnetti S, Woerle HJ. A phase IIb, randomized, placebo‐controlled study of the SGLT2 inhibitor empagliflozin in patients with type 2 diabetes. Diabetes Obes Metab. 2013;15(8):721‐728. [DOI] [PubMed] [Google Scholar]
- 85. Fonseca VA, Alvarado‐Ruiz R, Raccah D, Boka G, Miossec P, Gerich JE. Efficacy and safety of the once‐daily GLP‐1 receptor agonist lixisenatide in monotherapy: a randomized, double‐blind, placebo‐controlled trial in patients with type 2 diabetes (GetGoal‐Mono). Diabetes Care. 2012;35(6):1225‐1231. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86. Fonseca VA, Ferrannini E, Wilding JP, et al. Active‐ and placebo‐controlled dose‐finding study to assess the efficacy, safety, and tolerability of multiple doses of ipragliflozin in patients with type 2 diabetes mellitus. J Diabetes Complications. 2013;27(3):268‐273. [DOI] [PubMed] [Google Scholar]
- 87. Forst T, Uhlig‐Laske B, Ring A, et al. Linagliptin (BI 1356), a potent and selective DPP‐4 inhibitor, is safe and efficacious in combination with metformin in patients with inadequately controlled type 2 diabetes. Diabet Med. 2010;27(12):1409‐1419. [DOI] [PubMed] [Google Scholar]
- 88. Gantz I, Okamoto T, Ito Y, et al. A randomized, placebo‐ and sitagliptin‐controlled trial of the safety and efficacy of omarigliptin, a once‐weekly dipeptidyl peptidase‐4 inhibitor, in Japanese patients with type 2 diabetes. Diabetes Obes Metab. 2017;19(11):1602‐1609. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89. Goldstein BJ, Feinglos MN, Lunceford JK, Johnson J, Williams‐Herman DE, Sitagliptin 036 Study Group . Effect of initial combination therapy with sitagliptin, a dipeptidyl peptidase‐4 inhibitor, and metformin on glycemic control in patients with type 2 diabetes. Diabetes Care. 2007;30(8):1979‐1987. [DOI] [PubMed] [Google Scholar]
- 90. Goodman M, Thurston H, Penman J. Efficacy and tolerability of vildagliptin in patients with type 2 diabetes inadequately controlled with metformin monotherapy. Horm Metab Res. 2009;41(5):368‐373. [DOI] [PubMed] [Google Scholar]
- 91. Grunberger G, Chang A, Garcia Soria G, Botros FT, Bsharat R, Milicevic Z. Monotherapy with the once‐weekly GLP‐1 analogue dulaglutide for 12 weeks in patients with type 2 diabetes: dose‐dependent effects on glycaemic control in a randomized, double‐blind, placebo‐controlled study. Diabet Med. 2012;29(10):1260‐1267. [DOI] [PubMed] [Google Scholar]
- 92. Haak T, Meinicke T, Jones R, Weber S, von Eynatten M, Woerle HJ. Initial combination of linagliptin and metformin improves glycaemic control in type 2 diabetes: a randomized, double‐blind, placebo‐controlled study. Diabetes Obes Metab. 2012;14(6):565‐574. [DOI] [PubMed] [Google Scholar]
- 93. Han K‐A, Chon S, Chung CH, et al. Efficacy and safety of ipragliflozin as an add‐on therapy to sitagliptin and metformin in Korean patients with inadequately controlled type 2 diabetes mellitus: a randomized controlled trial. Diabetes Obes Metab. 2018;20(10):2408‐2415. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 94. Hanefeld M, Herman GA, Wu M, Mickel C, Sanchez M, Stein PP. Once‐daily sitagliptin, a dipeptidyl peptidase‐4 inhibitor, for the treatment of patients with type 2 diabetes. Curr Med Res Opin. 2007;23(6):1329‐1339. [DOI] [PubMed] [Google Scholar]
- 95. Häring H‐U, Merker L, Seewaldt‐Becker E, et al. Empagliflozin as add‐on to metformin in patients with type 2 diabetes: a 24‐week, randomized, double‐blind, placebo‐controlled trial. Diabetes Care. 2014;37(6):1650‐1659. [DOI] [PubMed] [Google Scholar]
- 96. Home P, Shankar RR, Gantz I, et al. A randomized, double‐blind trial evaluating the efficacy and safety of monotherapy with the once‐weekly dipeptidyl peptidase‐4 inhibitor omarigliptin in people with type 2 diabetes. Diabetes Res Clin Pract. 2018;138:253‐261. [DOI] [PubMed] [Google Scholar]
- 97. Hong S, Park C‐Y, Han KA, et al. Efficacy and safety of teneligliptin, a novel dipeptidyl peptidase‐4 inhibitor, in Korean patients with type 2 diabetes mellitus: a 24‐week multicentre, randomized, double‐blind, placebo‐controlled phase III trial. Diabetes Obes Metab. 2016;18(5):528‐532. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 98. Ikeda S, Takano Y, Cynshi O, et al. A novel and selective sodium‐glucose cotransporter‐2 inhibitor, tofogliflozin, improves glycaemic control and lowers body weight in patients with type 2 diabetes mellitus. Diabetes Obes Metab. 2015;17(10):984‐993. [DOI] [PubMed] [Google Scholar]
- 99. Inagaki N, Kondo K, Yoshinari T, Maruyama N, Susuta Y, Kuki H. Efficacy and safety of canagliflozin in Japanese patients with type 2 diabetes: a randomized, double‐blind, placebo‐controlled, 12‐week study. Diabetes Obes Metab. 2013;15(12):1136‐1145. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 100. Inagaki N, Kondo K, Yoshinari T, Takahashi N, Susuta Y, Kuki H. Efficacy and safety of canagliflozin monotherapy in Japanese patients with type 2 diabetes inadequately controlled with diet and exercise: a 24‐week, randomized, double‐blind, placebo‐controlled, phase III study. Expert Opin Pharmacother. 2014;15(11):1501‐1515. [DOI] [PubMed] [Google Scholar]
- 101. Inagaki N, Onouchi H, Sano H, Funao N, Kuroda S, Kaku K. SYR‐472, a novel once‐weekly dipeptidyl peptidase‐4 (DPP‐4) inhibitor, in type 2 diabetes mellitus: a phase 2, randomised, double‐blind, placebo‐controlled trial. Lancet Diabetes Endocrinol. 2014;2(2):125‐132. [DOI] [PubMed] [Google Scholar]
- 102. Inagaki N, Onouchi H, Maezawa H, Kuroda S, Kaku K. Once‐weekly trelagliptin versus daily alogliptin in Japanese patients with type 2 diabetes: a randomised, double‐blind, phase 3, non‐inferiority study. Lancet Diabetes Endocrinol. 2015;3(3):191‐197. [DOI] [PubMed] [Google Scholar]
- 103. Iwamoto Y, Taniguchi T, Nonaka K, et al. Dose‐ranging efficacy of sitagliptin, a dipeptidyl peptidase‐4 inhibitor, in Japanese patients with type 2 diabetes mellitus. Endocr J. 2010;57(5):383‐394. [DOI] [PubMed] [Google Scholar]
- 104. Jabbour SA, Hardy E, Sugg J, Parikh S. Dapagliflozin is effective as add‐on therapy to sitagliptin with or without metformin: a 24‐week, multicenter, randomized, double‐blind, placebo‐controlled study. Diabetes Care. 2014;37(3):740‐750. [DOI] [PubMed] [Google Scholar]
- 105. Ji L, Ma J, Li H, et al. Dapagliflozin as monotherapy in drug‐naive Asian patients with type 2 diabetes mellitus: a randomized, blinded, prospective phase III study. Clin Ther. 2014;36(1):84‐100.e9. [DOI] [PubMed] [Google Scholar]
- 106. Ji L, Han P, Wang X, et al. Randomized clinical trial of the safety and efficacy of sitagliptin and metformin co‐administered to Chinese patients with type 2 diabetes mellitus. J Diabetes Investig. 2016;7(5):727‐736. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 107. Ji L, Li L, Kuang J, et al. Efficacy and safety of fixed‐dose combination therapy, alogliptin plus metformin, in Asian patients with type 2 diabetes: a phase 3 trial. Diabetes Obes Metab. 2017;19(5):754‐758. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 108. Ji L, Liu Y, Miao H, et al. Safety and efficacy of ertugliflozin in Asian patients with type 2 diabetes mellitus inadequately controlled with metformin monotherapy: VERTIS Asia. Diabetes Obes Metab. 2019;21(6):1474‐1482. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 109. Jung CH, Park C‐Y, Ahn K‐J, et al. A randomized, double‐blind, placebo‐controlled, phase II clinical trial to investigate the efficacy and safety of oral DA‐1229 in patients with type 2 diabetes mellitus who have inadequate glycaemic control with diet and exercise. Diabetes Metab Res Rev. 2015;31(3):295‐306. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 110. Kadowaki T, Kondo K. Efficacy, safety and dose‐response relationship of teneligliptin, a dipeptidyl peptidase‐4 inhibitor, in Japanese patients with type 2 diabetes mellitus. Diabetes Obes Metab. 2013;15(9):810‐818. [DOI] [PubMed] [Google Scholar]
- 111. Kadowaki T, Tajima N, Odawara M, Nishii M, Taniguchi T, Ferreira JC. Addition of sitagliptin to ongoing metformin monotherapy improves glycemic control in Japanese patients with type 2 diabetes over 52 weeks. J Diabetes Investig. 2013;4(2):174‐181. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 112. Kadowaki T, Haneda M, Inagaki N, et al. Empagliflozin monotherapy in Japanese patients with type 2 diabetes mellitus: a randomized, 12‐week, double‐blind, placebo‐controlled, phase II trial. Adv Ther. 2014;31(6):621‐638. [DOI] [PubMed] [Google Scholar]
- 113. Kadowaki T, Inagaki N, Kondo K, et al. Efficacy and safety of canagliflozin as add‐on therapy to teneligliptin in Japanese patients with type 2 diabetes mellitus: results of a 24‐week, randomized, double‐blind, placebo‐controlled trial. Diabetes Obes Metab. 2017;19(6):874‐882. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 114. Kadowaki T, Inagaki N, Kondo K, et al. Efficacy and safety of teneligliptin added to canagliflozin monotherapy in Japanese patients with type 2 diabetes mellitus: a multicentre, randomized, double‐blind, placebo‐controlled, parallel‐group comparative study. Diabetes Obes Metab. 2018;20(2):453‐457. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 115. Kaku K, Inoue S, Matsuoka O, et al. Efficacy and safety of dapagliflozin as a monotherapy for type 2 diabetes mellitus in Japanese patients with inadequate glycaemic control: a phase II multicentre, randomized, double‐blind, placebo‐controlled trial. Diabetes Obes Metab. 2013;15(5):432‐440. [DOI] [PubMed] [Google Scholar]
- 116. Kaku K, Kiyosue A, Inoue S, et al. Efficacy and safety of dapagliflozin monotherapy in Japanese patients with type 2 diabetes inadequately controlled by diet and exercise. Diabetes Obes Metab. 2014;16(11):1102‐1110. [DOI] [PubMed] [Google Scholar]
- 117. Kaku K, Watada H, Iwamoto Y, et al. Efficacy and safety of monotherapy with the novel sodium/glucose cotransporter‐2 inhibitor tofogliflozin in Japanese patients with type 2 diabetes mellitus: a combined phase 2 and 3 randomized, placebo‐controlled, double‐blind, parallel‐group comparative study. Cardiovasc Diabetol. 2014;13:65. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 118. Kaku K, Haneda M, Tanaka Y, et al. Linagliptin as add‐on to empagliflozin in a fixed‐dose combination in Japanese patients with type 2 diabetes: glycaemic efficacy and safety profile in a two‐part, randomized, placebo‐controlled trial. Diabetes Obes Metab. 2019;21(1):136‐145. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 119. Kashiwagi A, Kazuta K, Yoshida S, Nagase I. Randomized, placebo‐controlled, double‐blind glycemic control trial of novel sodium‐dependent glucose cotransporter 2 inhibitor ipragliflozin in Japanese patients with type 2 diabetes mellitus. J Diabetes Investig. 2014;5(4):382‐391. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 120. Kashiwagi A, Kazuta K, Takinami Y, Yoshida S, Utsuno A, Nagase I. Ipragliflozin improves glycemic control in Japanese patients with type 2 diabetes mellitus: the BRIGHTEN study. Diabetol Int. 2015;6(1):8‐18. [Google Scholar]
- 121. Kashiwagi A, Kazuta K, Goto K, Yoshida S, Ueyama E, Utsuno A. Ipragliflozin in combination with metformin for the treatment of Japanese patients with type 2 diabetes: ILLUMINATE, a randomized, double‐blind, placebo‐controlled study. Diabetes Obes Metab. 2015;17(3):304‐308. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 122. Kawamori R, Inagaki N, Araki E, et al. Linagliptin monotherapy provides superior glycaemic control versus placebo or voglibose with comparable safety in Japanese patients with type 2 diabetes: a randomized, placebo and active comparator‐controlled, double‐blind study. Diabetes Obes Metab. 2012;14(4):348‐357. [DOI] [PubMed] [Google Scholar]
- 123. Kawamori R, Haneda M, Suzaki K, et al. Empagliflozin as add‐on to linagliptin in a fixed‐dose combination in Japanese patients with type 2 diabetes: glycaemic efficacy and safety profile in a 52‐week, randomized, placebo‐controlled trial. Diabetes Obes Metab. 2018;20(9):2200‐2209. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 124. Kikuchi M, Abe N, Kato M, Terao S, Mimori N, Tachibana H. Vildagliptin dose‐dependently improves glycemic control in Japanese patients with type 2 diabetes mellitus. Diabetes Res Clin Pract. 2009;83(2):233‐240. [DOI] [PubMed] [Google Scholar]
- 125. Kim D, MacConell L, Zhuang D, et al. Effects of once‐weekly dosing of a long‐acting release formulation of exenatide on glucose control and body weight in subjects with type 2 diabetes. Diabetes Care. 2007;30(6):1487‐1493. [DOI] [PubMed] [Google Scholar]
- 126. Kim MK, Rhee E‐J, Han KA, et al. Efficacy and safety of teneligliptin, a dipeptidyl peptidase‐4 inhibitor, combined with metformin in Korean patients with type 2 diabetes mellitus: a 16‐week, randomized, double‐blind, placebo‐controlled phase III trial. Diabetes Obes Metab. 2015;17(3):309‐312. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 127. Kumar KP, Jain SM, Tou C, Schützer K‐M. Saxagliptin as initial therapy in treatment‐naive Indian adults with type 2 diabetes mellitus inadequately controlled with diet and exercise alone: a randomized, double‐blind, placebo‐controlled, phase IIIb clinical study. Int J Diabetes Dev Countries. 2014;34(4):201‐209. [Google Scholar]
- 128. Lingvay I, Desouza CV, Lalic KS, et al. A 26‐week randomized controlled trial of semaglutide once daily versus liraglutide and placebo in patients with type 2 diabetes suboptimally controlled on diet and exercise with or without metformin. Diabetes Care. 2018;41(9):1926‐1937. [DOI] [PubMed] [Google Scholar]
- 129. List JF, Woo V, Morales E, Tang W, Fiedorek FT. Sodium‐glucose cotransport inhibition with dapagliflozin in type 2 diabetes. Diabetes Care. 2009;32(4):650‐657. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 130. Lu CH, Min KW, Chuang LM, Kokubo S, Yoshida S, Cha BS. Efficacy, safety, and tolerability of ipragliflozin in Asian patients with type 2 diabetes mellitus and inadequate glycemic control with metformin: results of a phase 3 randomized, placebo‐controlled, double‐blind, multicenter trial. J Diabetes Investig. 2016;7(3):366‐373. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 131. Ludvik B, Frías JP, Tinahones FJ, et al. Dulaglutide as add‐on therapy to SGLT2 inhibitors in patients with inadequately controlled type 2 diabetes (AWARD‐10): a 24‐week, randomised, double‐blind, placebo‐controlled trial. Lancet Diabetes Endocrinol. 2018;6(5):370‐381. [DOI] [PubMed] [Google Scholar]
- 132. Madsbad S, Schmitz O, Ranstam J, Jakobsen G, Matthews DR. Improved glycemic control with no weight increase in patients with type 2 diabetes after once‐daily treatment with the long‐acting glucagon‐like peptide 1 analog liraglutide (NN2211): a 12‐week, double‐blind, randomized, controlled trial. Diabetes Care. 2004;27(6):1335‐1342. [DOI] [PubMed] [Google Scholar]
- 133. Mathieu C, Ranetti AE, Li D, et al. Randomized, double‐blind, phase 3 trial of triple therapy with dapagliflozin add‐on to saxagliptin plus metformin in type 2 diabetes. Diabetes Care. 2015;38(11):2009‐2017. [DOI] [PubMed] [Google Scholar]
- 134. Matthaei S, Catrinoiu D, Celiński A, et al. Randomized, double‐blind trial of triple therapy with saxagliptin add‐on to dapagliflozin plus metformin in patients with type 2 diabetes. Diabetes Care. 2015;38(11):2018‐2024. [DOI] [PubMed] [Google Scholar]
- 135. Miller S, Krumins T, Zhou H, et al. Ertugliflozin and sitagliptin co‐initiation in patients with type 2 diabetes: the VERTIS SITA randomized study. Diabetes Ther. 2018;9(1):253‐268. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 136. Miyagawa J, Odawara M, Takamura T, Iwamoto N, Takita Y, Imaoka T. Once‐weekly glucagon‐like peptide‐1 receptor agonist dulaglutide is non‐inferior to once‐daily liraglutide and superior to placebo in Japanese patients with type 2 diabetes: a 26‐week randomized phase III study. Diabetes Obes Metab. 2015;17(10):974‐983. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 137. Mohan V, Yang W, Son H‐Y, et al. Efficacy and safety of sitagliptin in the treatment of patients with type 2 diabetes in China, India, and Korea. Diabetes Res Clin Pract. 2009;83(1):106‐116. [DOI] [PubMed] [Google Scholar]
- 138. Moretto T, Milton D, Ridge T, et al. Efficacy and tolerability of exenatide monotherapy over 24 weeks in antidiabetic drug‐naive patients with type 2 diabetes: a randomized, double‐blind, placebo‐controlled, parallel‐group study. Clin Ther. 2008;30(8):1448‐1460. [DOI] [PubMed] [Google Scholar]
- 139. Nauck MA, Ellis GC, Fleck PR, Wilson CA, Mekki Q. Efficacy and safety of adding the dipeptidyl peptidase‐4 inhibitor alogliptin to metformin therapy in patients with type 2 diabetes inadequately controlled with metformin monotherapy: a multicentre, randomised, double‐blind, placebo‐controlled study. Int J Clin Pract. 2009;63(1):46‐55. [DOI] [PubMed] [Google Scholar]
- 140. Nauck MA, Petrie JR, Sesti G, et al. A phase 2, randomized, dose‐finding study of the novel once‐weekly human GLP‐1 analog, semaglutide, compared with placebo and open‐label liraglutide in patients with type 2 diabetes. Diabetes Care. 2016;39(2):231‐241. [DOI] [PubMed] [Google Scholar]
- 141. Nauck MA, Stewart MW, Perkins C, et al. Efficacy and safety of once‐weekly GLP‐1 receptor agonist albiglutide (HARMONY 2): 52 week primary endpoint results from a randomised, placebo‐controlled trial in patients with type 2 diabetes mellitus inadequately controlled with diet and exercise. Diabetologia. 2016;59(2):266‐274. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 142. Nonaka K, Kakikawa T, Sato A, et al. Efficacy and safety of sitagliptin monotherapy in Japanese patients with type 2 diabetes. Diabetes Res Clin Pract. 2008;79(2):291‐298. [DOI] [PubMed] [Google Scholar]
- 143. Odawara M, Hamada I, Suzuki M. Efficacy and safety of vildagliptin as add‐on to metformin in japanese patients with type 2 diabetes mellitus. Diabetes Ther. 2014;5(1):169‐181. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 144. Odawara M, Yoshiki M, Sano M, Hamada I, Lukashevich V, Kothny W. Efficacy and safety of a single‐pill combination of vildagliptin and metformin in Japanese patients with type 2 diabetes mellitus: a randomized, double‐blind, placebo‐controlled trial. Diabetes Ther. 2015;6(1):17‐27. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 145. Pan CY, Yang W, Tou C, Gause‐Nilsson I, Zhao J. Efficacy and safety of saxagliptin in drug‐naive Asian patients with type 2 diabetes mellitus: a randomized controlled trial. Diabetes Metab Res Rev. 2012;28(3):268‐275. [DOI] [PubMed] [Google Scholar]
- 146. Pan C, Xing X, Han P, et al. Efficacy and tolerability of vildagliptin as add‐on therapy to metformin in Chinese patients with type 2 diabetes mellitus. Diabetes Obes Metab. 2012;14(8):737‐744. [DOI] [PubMed] [Google Scholar]
- 147. Pan C, Han P, Ji Q, et al. Efficacy and safety of alogliptin in patients with type 2 diabetes mellitus: a multicentre randomized double‐blind placebo‐controlled phase 3 study in mainland China, Taiwan, and Hong Kong. J Diabetes. 2017;9(4):386‐395. [DOI] [PubMed] [Google Scholar]
- 148. Park J, Park SW, Yoon KH, et al. Efficacy and safety of evogliptin monotherapy in patients with type 2 diabetes and moderately elevated glycated haemoglobin levels after diet and exercise. Diabetes Obes Metab. 2017;19(12):1681‐1687. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 149. Pi‐Sunyer FX, Schweizer A, Mills D, Dejager S. Efficacy and tolerability of vildagliptin monotherapy in drug‐naive patients with type 2 diabetes. Diabetes Res Clin Pract. 2007;76(1):132‐138. [DOI] [PubMed] [Google Scholar]
- 150. Pratley R, Jauffret‐Kamel S, Galbreath E, Holmes D. Twelve‐week monotherapy with the DPP‐4 inhibitor vildagliptin improves glycemic control in subjects with type 2 diabetes. Horm Metab Res. 2006;38(06):423‐428. [DOI] [PubMed] [Google Scholar]
- 151. Pratley RE, Fleck P, Wilson C. Efficacy and safety of initial combination therapy with alogliptin plus metformin versus either as monotherapy in drug‐naive patients with type 2 diabetes: a randomized, double‐blind, 6‐month study. Diabetes Obes Metab. 2014;16(7):613‐621. [DOI] [PubMed] [Google Scholar]
- 152. Qiu R, Capuano G, Meininger G. Efficacy and safety of twice‐daily treatment with canagliflozin, a sodium glucose co‐transporter 2 inhibitor, added on to metformin monotherapy in patients with type 2 diabetes mellitus. J Clin Transl Endocrinol. 2014;1(2):54‐60. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 153. Ratner RE, Rosenstock J, Boka G. Dose‐dependent effects of the once‐daily GLP‐1 receptor agonist lixisenatide in patients with type 2 diabetes inadequately controlled with metformin: a randomized, double‐blind, placebo‐controlled trial. Diabet Med. 2010;27(9):1024‐1032. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 154. Raz I, Hanefeld M, Xu L, Caria C, Williams‐Herman D, Khatami H. Efficacy and safety of the dipeptidyl peptidase‐4 inhibitor sitagliptin as monotherapy in patients with type 2 diabetes mellitus. Diabetologia. 2006;49(11):2564‐2571. [DOI] [PubMed] [Google Scholar]
- 155. Raz I, Chen YU, Wu M, et al. Efficacy and safety of sitagliptin added to ongoing metformin therapy in patients with type 2 diabetes. Curr Med Res Opin. 2008;24(2):537‐550. [DOI] [PubMed] [Google Scholar]
- 156. Rhee EJ, Lee WY, Yoon KH, et al. A multicenter, randomized, placebo‐controlled, double‐blind phase II trial evaluating the optimal dose, efficacy and safety of LC 15–0444 in patients with type 2 diabetes. Diabetes Obes Metab. 2010;12(12):1113‐1119. [DOI] [PubMed] [Google Scholar]
- 157. Ristic S, Byiers S, Foley J, Holmes D. Improved glycaemic control with dipeptidyl peptidase‐4 inhibition in patients with type 2 diabetes: vildagliptin (LAF237) dose response. Diabetes Obes Metab. 2005;7(6):692‐698. [DOI] [PubMed] [Google Scholar]
- 158. Rodbard HW, Seufert J, Aggarwal N, et al. Efficacy and safety of titrated canagliflozin in patients with type 2 diabetes mellitus inadequately controlled on metformin and sitagliptin. Diabetes Obes Metab. 2016;18(8):812‐819. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 159. Roden M, Weng J, Eilbracht J, et al. Empagliflozin monotherapy with sitagliptin as an active comparator in patients with type 2 diabetes: a randomised, double‐blind, placebo‐controlled, phase 3 trial. Lancet Diabetes Endocrinol. 2013;1(3):208‐219. [DOI] [PubMed] [Google Scholar]
- 160. Rosenstock J, Sankoh S, List JF. Glucose‐lowering activity of the dipeptidyl peptidase‐4 inhibitor saxagliptin in drug‐naive patients with type 2 diabetes. Diabetes Obes Metab. 2008;10(5):376‐386. [DOI] [PubMed] [Google Scholar]
- 161. Rosenstock J, Aguilar‐Salinas C, Klein E, et al. Effect of saxagliptin monotherapy in treatment‐naive patients with type 2 diabetes. Curr Med Res Opin. 2009;25(10):2401‐2411. [DOI] [PubMed] [Google Scholar]
- 162. Rosenstock J, Reusch J, Bush M, Yang F, Stewart M. Potential of albiglutide, a long‐acting GLP‐1 receptor agonist, in type 2 diabetes: a randomized controlled trial exploring weekly, biweekly, and monthly dosing. Diabetes Care. 2009;32(10):1880‐1886. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 163. Rosenstock J, Lewin AJ, Norwood P, et al. Efficacy and safety of the dipeptidyl peptidase‐4 inhibitor PF‐734200 added to metformin in type 2 diabetes. Diabet Med. 2011;28(4):464‐469. [DOI] [PubMed] [Google Scholar]
- 164. Rosenstock J, Aggarwal N, Polidori D, et al. Dose‐ranging effects of canagliflozin, a sodium‐glucose cotransporter 2 inhibitor, as add‐on to metformin in subjects with type 2 diabetes. Diabetes Care. 2012;35(6):1232‐1238. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 165. Rosenstock J, Seman LJ, Jelaska A, et al. Efficacy and safety of empagliflozin, a sodium glucose cotransporter 2 (SGLT2) inhibitor, as add‐on to metformin in type 2 diabetes with mild hyperglycaemia. Diabetes Obes Metab. 2013;15(12):1154‐1160. [DOI] [PubMed] [Google Scholar]
- 166. Rosenstock J, Cefalu WT, Lapuerta P, et al. Greater dose‐ranging effects on A1C levels than on glucosuria with LX4211, a dual inhibitor of SGLT1 and SGLT2, in patients with type 2 diabetes on metformin monotherapy. Diabetes Care. 2015;38(3):431‐438. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 167. Rosenstock J, Frias J, Páll D, et al. Effect of ertugliflozin on glucose control, body weight, blood pressure and bone density in type 2 diabetes mellitus inadequately controlled on metformin monotherapy (VERTIS MET). Diabetes Obes Metab. 2018;20(3):520‐529. [DOI] [PubMed] [Google Scholar]
- 168. Ross SA, Rafeiro E, Meinicke T, Toorawa R, Weber‐Born S, Woerle HJ. Efficacy and safety of linagliptin 2.5 mg twice daily versus 5 mg once daily in patients with type 2 diabetes inadequately controlled on metformin: a randomised, double‐blind, placebo‐controlled trial. Curr Med Res Opin. 2012;28(9):1465‐1474. [DOI] [PubMed] [Google Scholar]
- 169. Ross S, Thamer C, Cescutti J, Meinicke T, Woerle HJ, Broedl UC. Efficacy and safety of empagliflozin twice daily versus once daily in patients with type 2 diabetes inadequately controlled on metformin: a 16‐week, randomized, placebo‐controlled trial. Diabetes Obes Metab. 2015;17(7):699‐702. [DOI] [PubMed] [Google Scholar]
- 170. Scherbaum WA, Schweizer A, Mari A, et al. Efficacy and tolerability of vildagliptin in drug‐naive patients with type 2 diabetes and mild hyperglycaemia*. Diabetes Obes Metab. 2008;10(8):675‐682. [DOI] [PubMed] [Google Scholar]
- 171. Schumm‐Draeger PM, Burgess L, Koranyi L, Hruba V, Hamer‐Maansson JE, de Bruin TW. Twice‐daily dapagliflozin co‐administered with metformin in type 2 diabetes: a 16‐week randomized, placebo‐controlled clinical trial. Diabetes Obes Metab. 2015;17(1):42‐51. [DOI] [PubMed] [Google Scholar]
- 172. Scott R, Wu M, Sanchez M, Stein P. Efficacy and tolerability of the dipeptidyl peptidase‐4 inhibitor sitagliptin as monotherapy over 12 weeks in patients with type 2 diabetes. Int J Clin Pract. 2007;61(1):171‐180. [DOI] [PubMed] [Google Scholar]
- 173. Scott R, Loeys T, Davies MJ, Engel SS. Efficacy and safety of sitagliptin when added to ongoing metformin therapy in patients with type 2 diabetes. Diabetes Obes Metab. 2008;10(10):959‐969. [DOI] [PubMed] [Google Scholar]
- 174. Seino Y, Rasmussen MF, Zdravkovic M, Kaku K. Dose‐dependent improvement in glycemia with once‐daily liraglutide without hypoglycemia or weight gain: a double‐blind, randomized, controlled trial in Japanese patients with type 2 diabetes. Diabetes Res Clin Pract. 2008;81(2):161‐168. [DOI] [PubMed] [Google Scholar]
- 175. Seino Y, Fujita T, Hiroi S, Hirayama M, Kaku K. Efficacy and safety of alogliptin in Japanese patients with type 2 diabetes mellitus: a randomized, double‐blind, dose‐ranging comparison with placebo, followed by a long‐term extension study. Curr Med Res Opin. 2011;27(9):1781‐1792. [DOI] [PubMed] [Google Scholar]
- 176. Seino Y, Miyata Y, Hiroi S, Hirayama M, Kaku K. Efficacy and safety of alogliptin added to metformin in Japanese patients with type 2 diabetes: a randomized, double‐blind, placebo‐controlled trial with an open‐label, long‐term extension study. Diabetes Obes Metab. 2012;14(10):927‐936. [DOI] [PubMed] [Google Scholar]
- 177. Seino Y, Inagaki N, Miyahara H, et al. A randomized dose‐finding study demonstrating the efficacy and tolerability of albiglutide in Japanese patients with type 2 diabetes mellitus. Curr Med Res Opin. 2014;30(6):1095‐1106. [DOI] [PubMed] [Google Scholar]
- 178. Seino Y, Sasaki T, Fukatsu A, Ubukata M, Sakai S, Samukawa Y. Dose‐finding study of luseogliflozin in Japanese patients with type 2 diabetes mellitus: a 12‐week, randomized, double‐blind, placebo‐controlled, phase II study. Curr Med Res Opin. 2014;30(7):1231‐1244. [DOI] [PubMed] [Google Scholar]
- 179. Seino Y, Sasaki T, Fukatsu A, Sakai S, Samukawa Y. Efficacy and safety of luseogliflozin monotherapy in Japanese patients with type 2 diabetes mellitus: a 12‐week, randomized, placebo‐controlled, phase II study. Curr Med Res Opin. 2014;30(7):1219‐1230. [DOI] [PubMed] [Google Scholar]
- 180. Shankar RR, Inzucchi SE, Scarabello V, et al. A randomized clinical trial evaluating the efficacy and safety of the once‐weekly dipeptidyl peptidase‐4 inhibitor omarigliptin in patients with type 2 diabetes inadequately controlled on metformin monotherapy. Curr Med Res Opin. 2017;33(10):1853‐1860. [DOI] [PubMed] [Google Scholar]
- 181. Shestakova MV, Wilding JPH, Wilpshaar W, Tretter R, Orlova VL, Verbovoy AF. A phase 3 randomized placebo‐controlled trial to assess the efficacy and safety of ipragliflozin as an add‐on therapy to metformin in Russian patients with inadequately controlled type 2 diabetes mellitus. Diabetes Res Clin Pract. 2018;146:240‐250. [DOI] [PubMed] [Google Scholar]
- 182. Sheu W‐H, Gantz I, Chen M, et al. Safety and efficacy of omarigliptin (MK‐3102), a novel once‐weekly DPP‐4 inhibitor for the treatment of patients with type 2 diabetes. Diabetes Care. 2015;38(11):2106‐2114. [DOI] [PubMed] [Google Scholar]
- 183. Softeland E, Meier JJ, Vangen B, Toorawa R, Maldonado‐Lutomirsky M, Broedl UC. Empagliflozin as add‐on therapy in patients with type 2 diabetes inadequately controlled with linagliptin and metformin: a 24‐week randomized, double‐blind, parallel‐group trial. Diabetes Care. 2017;40(2):201‐209. [DOI] [PubMed] [Google Scholar]
- 184. Sorli C, Harashima S‐I, Tsoukas GM, et al. Efficacy and safety of once‐weekly semaglutide monotherapy versus placebo in patients with type 2 diabetes (SUSTAIN 1): a double‐blind, randomised, placebo‐controlled, parallel‐group, multinational, multicentre phase 3a trial. Lancet Diabetes Endocrinol. 2017;5(4):251‐260. [DOI] [PubMed] [Google Scholar]
- 185. Stenlöf K, Cefalu WT, Kim K‐A, et al. Efficacy and safety of canagliflozin monotherapy in subjects with type 2 diabetes mellitus inadequately controlled with diet and exercise. Diabetes Obes Metab. 2013;15(4):372‐382. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 186. Taskinen M‐R, Rosenstock J, Tamminen I, et al. Safety and efficacy of linagliptin as add‐on therapy to metformin in patients with type 2 diabetes: a randomized, double‐blind, placebo‐controlled study. Diabetes Obes Metab. 2011;13(1):65‐74. [DOI] [PubMed] [Google Scholar]
- 187. Terauchi Y, Satoi Y, Takeuchi M, Imaoka T. Monotherapy with the once weekly GLP‐1 receptor agonist dulaglutide for 12 weeks in Japanese patients with type 2 diabetes: dose‐dependent effects on glycaemic control in a randomised, double‐blind, placebo‐controlled study. Endocr J. 2014;61(10):949‐959. [DOI] [PubMed] [Google Scholar]
- 188. Terra SG, Somayaji V, Schwartz S, et al. A dose‐ranging study of the DPP‐IV inhibitor PF‐734200 added to metformin in subjects with type 2 diabetes. Exp Clin Endocrinol Diabetes. 2011;119(07):401‐407. [DOI] [PubMed] [Google Scholar]
- 189. Terra SG, Focht K, Davies M, et al. Phase III, efficacy and safety study of ertugliflozin monotherapy in people with type 2 diabetes mellitus inadequately controlled with diet and exercise alone. Diabetes Obes Metab. 2017;19(5):721‐728. [DOI] [PubMed] [Google Scholar]
- 190. Vilsboll T, Zdravkovic M, Le‐Thi T, et al. Liraglutide, a long‐acting human glucagon‐like peptide‐1 analog, given as monotherapy significantly improves glycemic control and lowers body weight without risk of hypoglycemia in patients with type 2 diabetes. Diabetes Care. 2007;30(6):1608‐1610. [DOI] [PubMed] [Google Scholar]
- 191. Wang W, Yang J, Yang G, et al. Efficacy and safety of linagliptin in Asian patients with type 2 diabetes mellitus inadequately controlled by metformin: a multinational 24‐week, randomized clinical trial. J Diabetes. 2016;8(2):229‐237. [DOI] [PubMed] [Google Scholar]
- 192. White JL, Buchanan P, Li J, Frederich R. A randomized controlled trial of the efficacy and safety of twice‐daily saxagliptin plus metformin combination therapy in patients with type 2 diabetes and inadequate glycemic control on metformin monotherapy. BMC Endocr Disord. 2014;14:17. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 193. Wilding JP, Ferrannini E, Fonseca VA, Wilpshaar W, Dhanjal P, Houzer A. Efficacy and safety of ipragliflozin in patients with type 2 diabetes inadequately controlled on metformin: a dose‐finding study. Diabetes Obes Metab. 2013;15(5):403‐409. [DOI] [PubMed] [Google Scholar]
- 194. Wu W, Li Y, Chen X, et al. Effect of linagliptin on glycemic control in chinese patients with newly‐diagnosed, drug‐naive type 2 diabetes mellitus: a randomized controlled trial. Med Sci Monit. 2015;21:2678‐2684. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 195. Yang W, Pan CY, Tou C, Zhao J, Gause‐Nilsson I. Efficacy and safety of saxagliptin added to metformin in Asian people with type 2 diabetes mellitus: a randomized controlled trial. Diabetes Res Clin Pract. 2011;94(2):217‐224. [DOI] [PubMed] [Google Scholar]
- 196. Yang W, Guan Y, Shentu Y, et al. The addition of sitagliptin to ongoing metformin therapy significantly improves glycemic control in Chinese patients with type 2 diabetes. J Diabetes. 2012;4(3):227‐237. [DOI] [PubMed] [Google Scholar]
- 197. Yang SJ, Min KW, Gupta SK, et al. A multicentre, multinational, randomized, placebo‐controlled, double‐blind, phase 3 trial to evaluate the efficacy and safety of gemigliptin (LC15‐0444) in patients with type 2 diabetes. Diabetes Obes Metab. 2013;15(5):410‐416. [DOI] [PubMed] [Google Scholar]
- 198. Yang HK, Min KW, Park SW, et al. A randomized, placebo‐controlled, double‐blind, phase 3 trial to evaluate the efficacy and safety of anagliptin in drug‐naive patients with type 2 diabetes. Endocr J. 2015;62(5):449‐462. [DOI] [PubMed] [Google Scholar]
- 199. Yang W, Han P, Min K‐W, et al. Efficacy and safety of dapagliflozin in Asian patients with type 2 diabetes after metformin failure: a randomized controlled trial. J Diabetes. 2016;8(6):796‐808. [DOI] [PubMed] [Google Scholar]
- 200. Ross SA, Caballero AE, Del Prato S, et al. Initial combination of linagliptin and metformin compared with linagliptin monotherapy in patients with newly diagnosed type 2 diabetes and marked hyperglycaemia: a randomized, double‐blind, active‐controlled, parallel group, multinational clinical trial. Diabetes Obes Metab. 2015;17(2):136‐144. [DOI] [PubMed] [Google Scholar]
- 201. Maruthur NM, Tseng E, Hutfless S, et al. Diabetes medications as monotherapy or metformin‐based combination therapy for type 2 diabetes: a systematic review and meta‐analysis. Ann Intern Med. 2016;164(11):740‐751. [DOI] [PubMed] [Google Scholar]
- 202. Wright AD, Cull CA, Macleod KM, Holman RR. Hypoglycemia in type 2 diabetic patients randomized to and maintained on monotherapy with diet, sulfonylurea, metformin, or insulin for 6 years from diagnosis: UKPDS73. J Diabetes Complications. 2006;20(6):395‐401. [DOI] [PubMed] [Google Scholar]
- 203. Ray KK, Seshasai SRK, Wijesuriya S, et al. Effect of intensive control of glucose on cardiovascular outcomes and death in patients with diabetes mellitus: a meta‐analysis of randomised controlled trials. Lancet. 2009;373(9677):1765‐1772. [DOI] [PubMed] [Google Scholar]
- 204. Pathak RD, Schroeder EB, Seaquist ER, et al. Hypoglycemia requiring medical intervention in a large cohort of adults with diabetes receiving care in U.S. integrated health care delivery systems: 2005–2011. Diabetes Care. 2016;39(3):363‐370. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 205. Miller ME, Bonds DE, Gerstein HC, et al. The effects of baseline characteristics, glycaemia treatment approach, and glycated haemoglobin concentration on the risk of severe hypoglycaemia: post hoc epidemiological analysis of the ACCORD study. BMJ. 2010;340:b5444. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 206. Lipska KJ, Warton EM, Huang ES, et al. HbA1c and risk of severe hypoglycemia in type 2 diabetes: the Diabetes and Aging Study. Diabetes Care. 2013;36(11):3535‐3542. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 207. Bradburn MJ, Deeks JJ, Berlin JA, Russell LA. Much ado about nothing: a comparison of the performance of meta‐analytical methods with rare events. Stat Med. 2007;26(1):53‐77. [DOI] [PubMed] [Google Scholar]
- 208. Balijepalli C, Druyts E, Siliman G, Joffres M, Thorlund K, Mills EJ. Hypoglycemia: a review of definitions used in clinical trials evaluating antihyperglycemic drugs for diabetes. Clin Epidemiol. 2017;9:291‐296. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 209. Lundh A, Lexchin J, Mintzes B, Schroll JB, Bero L. Industry sponsorship and research outcome: systematic review with meta‐analysis. Intensive Care Med. 2018;44(10):1603‐1612. [DOI] [PubMed] [Google Scholar]
- 210. Bremer JP, Jauch‐Chara K, Hallschmid M, Schmid S, Schultes B. Hypoglycemia unawareness in older compared with middle‐aged patients with type 2 diabetes. Diabetes Care. 2009;32(8):1513‐1517. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The data that support the findings of this study are openly available in https://doi.org/10.5683/SP2/0QDTJX
