| Literature DB >> 27872861 |
Anna Horwitz1, Beáta Éva Petrovski2, Christian Torp-Pedersen3, Miriam Kolko4.
Abstract
Aims. To determine the association between treatment against diabetes mellitus (DM) and treatment with antiglaucomatous drugs in the entire Danish population and to investigate the comorbidity between DM and its complications with antiglaucomatous treatment. Methods. Retrospective nationwide cohort study with data over a 16-year follow-up period. The National Danish Registry of Medicinal Products Statistics was used to identify all claimed prescriptions for antiglaucomatous medication and DM drugs. ICD-10 classifications were furthermore used to identify comorbidities between antiglaucomatous medication and the DM complications, diabetic retinopathy (DR), and nephropathy. Results. A total of 6,343,747 individuals in the period between 1996 and 2012 were analyzed. The overall incidence rate of new-onset glaucoma patients was 0.07 per 1000 person-years for the reference population compared to 36 per 1000 person-years for all diagnosed DM cases. Patients treated with DM drugs had about two times higher relative risk of glaucoma, when adjusting for a range of factors. The presence of DR alone or in combination with nephropathy increased the risk of glaucoma. Conclusions. The present study reports a strong association between DM and onset of glaucoma treatment in the entire Danish population.Entities:
Mesh:
Substances:
Year: 2016 PMID: 27872861 PMCID: PMC5107855 DOI: 10.1155/2016/2684674
Source DB: PubMed Journal: J Diabetes Res Impact factor: 4.011
Figure 1Flowchart of diabetes mellitus and glaucoma in the Danish population in the period from 1996 to 2012. The National Danish Registry of Medicinal Products Statistics was used to identify all individuals who were treated with glaucoma medication and/or antidiabetic drugs.
Figure 2Incidence of diabetes mellitus, diabetic retinopathy, and glaucoma in the Danish population, in the period from 1996 to 2012, per 1000 individuals (‰). (a) Diabetes mellitus incidence. (b) Diabetic retinopathy incidence. (c) Glaucoma incidence.
Multivariable Cox regression model analyses showing the hazard ratios for glaucoma by antidiabetic drugs used in patients with DM. The effect of complications such as diabetic retinopathy and nephropathy was investigated, as well as the concomitant medications used, such as antihypertensive drugs. RAS: renin-angiotensin system; PE: parameter estimate; SE: standard error; HR: hazard ratio.
| Model | Age ≥ 40 years | All ages | ||||||
|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | |||||
| PE | HR | PE | HR | PE | HR | PE | HR | |
| DR | 0.33 |
| 0.45 |
| 0.34 |
| 0.44 |
|
| Diabetic nephropathy | −0.02 | 0.98 | 0.11 |
| 0.03 | 1.03 | 0.13 |
|
| Hypertension | 0.06 | 1.06 | 0.11 |
| ||||
| Gender | −0.01 | 0.99 | −0.01 | 0.99 | 0 | 1 | 0 | 1 |
| Nephropathy × DR | 0.34 |
| 0.34 |
| ||||
| Nephropathy × hypertension | 0.05 | 1.05 | 0.01 | 1.01 | ||||
| DR × hypertension | 0.1 | 1.1 | 0.08 | 1.08 | ||||
|
| ||||||||
| Biguanides | 0.17 | 1.18 | 0.17 | 1.19 | 0.24 | 1.27 | 0.24 | 1.28 |
| Combination | 0.64 |
| 0.66 |
| 0.71 |
| 0.73 |
|
| GLP-1-analogues and DDP-IV-inhibitors | −0.05 | 0.95 | −0.05 | 0.96 | 0.26 | 1.3 | 0.27 | 1.31 |
| Glitazones | 1.32 |
| 1.31 |
| 1.36 |
| 1.36 |
|
| Insulin and insulin analogues (slow) | 0.55 | 1.74 | 0.57 | 1.77 | 0.47 | 1.59 | 0.48 | 1.62 |
| Insulin and insulin analogues (slow combined with rapid) | 0.4 |
| 0.4 |
| 0.47 |
| 0.47 |
|
| Insulin and insulin analogues (intermediate) | 0 | 1 | 0.01 | 1.01 | 0.12 | 1.13 | 0.13 | 1.14 |
| Meglitinides | 0.27 | 1.31 | 0.27 | 1.31 | 0.35 |
| 0.36 |
|
| Sulphonylurea | 0.29 | 1.34 | 0.3 | 1.35 | 0.4 |
| 0.4 |
|
|
| 0.21 | 1.24 | 0.21 | 1.24 | 0.33 | 1.4 | 0.34 | 1.4 |
|
| ||||||||
| RAS + | −0.14 |
| −0.09 | 0.92 | ||||
| RAS + antiadrenergic | 0.52 |
| 0.56 |
| ||||
| RAS + Ccb | 0.19 |
| 0.23 |
| ||||
| RAS + Diu | 0.16 |
| 0.21 |
| ||||
| RAS + Vas | 0.23 | 1.26 | 0.24 |
| ||||
| RAS | −0.03 | 0.97 | 0.01 | 1.01 | ||||
| RAS + (other ≥ 2) | 0.11 | 1.12 | 0.17 |
| ||||
|
| −0.03 | 0.97 | 0.03 | 1.03 | ||||
| Other antihyp. drugs ≥ 2 | 0.09 | 1.09 | 0.15 | 1.16 | ||||
|
| ||||||||
| Age 50–59 years | 0.48 |
| 0.49 |
| ||||
| Age 60–69 years | 0.9 |
| 0.91 |
| ||||
| Age 70–79 years | 1.15 |
| 1.16 |
| ||||
| Age > 80 years | 1.11 |
| 1.12 |
| ||||
|
| ||||||||
| Age 21–40 years | 1.07 |
| 1.08 |
| ||||
| Age 41–60 years | 2.33 |
| 2.34 |
| ||||
| Age 61–80 years | 2.96 |
| 2.98 |
| ||||
| Age > 80 years | 3.04 |
| 3.06 |
| ||||
|
| ||||||||
| Number of individuals | 238,671 | 238,671 | 277,266 | 277,266 | ||||
p < 0.05, p < 0.01, and p < 0.001.
Figure 3Hazard ratios for glaucoma development in patients treated with antidiabetic drugs. A range of confounding factors, comorbidity, concomitant medications factors, age, and gender are being adjusted for. The underlying data represents patients ≥ 40 years of age. For data on the total diabetic population, see Table 2. HR: hazard ratio; N: number of individuals; events: number of patients with glaucoma; CL: confidence limit. Significant on the 5% level. Significant on the 1% level. Significant at the 0.1% level.
Duration analysis. The table shows the relative risk for developing glaucoma in patients treated with antidiabetic drugs in the Danish population (1996–2012). The model controls for complication with DR and age as well as calendar year fixed effects (omitted from the table). RR: relative risk; CI: confidence interval; anti-DM drug: antidiabetic drug.
| Model | 1 | 2 | 3 | 4 | 5 | 6 |
|---|---|---|---|---|---|---|
| Anti-DM drug | 5.13 | 5.11 | 5.16 | 1.81 | 2.05 | |
| DR | 4.69 | 1.93 | 1.97 | 1.86 | 1.82 | |
| Gender | 1.35 | 1.17 | 1.16 | |||
|
| ||||||
| Age | No | No | No | No | Yes | Yes |
| Calendar year | No | No | No | No | No | Yes |
p < 0.001.