| Literature DB >> 25289645 |
Beate Karges1, Joachim Rosenbauer2, Thomas Kapellen3, Verena M Wagner4, Edith Schober5, Wolfram Karges1, Reinhard W Holl6.
Abstract
BACKGROUND: Severe hypoglycemia is a major complication of insulin treatment in patients with type 1 diabetes, limiting full realization of glycemic control. It has been shown in the past that low levels of hemoglobin A1c (HbA1c), a marker of average plasma glucose, predict a high risk of severe hypoglycemia, but it is uncertain whether this association still exists. Based on advances in diabetes technology and pharmacotherapy, we hypothesized that the inverse association between severe hypoglycemia and HbA1c has decreased in recent years. METHODS ANDEntities:
Mesh:
Substances:
Year: 2014 PMID: 25289645 PMCID: PMC4188517 DOI: 10.1371/journal.pmed.1001742
Source DB: PubMed Journal: PLoS Med ISSN: 1549-1277 Impact factor: 11.069
Characteristics of patients with type 1 diabetes treated between 1995 and 2012.
| Characteristic | Result |
|
| 37,539 |
|
| |
| 1 to 5.9 y | 981 (2.6%) |
| 6 to 11.9 y | 8,637 (23.0%) |
| 12 to 20 y | 27,921 (74.4%) |
|
| 52.6% |
|
| 14.4±3.8 |
|
| 6.2±3.2 |
|
| 8.3%±1.6% (67±13) |
|
| 0.6±0.9 |
|
| |
| 1–3 insulin injection time points per day | 2,914 (7.8%) |
| ≥4 insulin injection time points per day | 24,027 (64.0%) |
| Insulin pump therapy | 10,598 (28.2%) |
|
| 0.89±0.29 |
|
| 0.6±0.2 |
|
| 20,248 (54.0%) |
|
| 12,955 (34.5%) |
|
| 4.9±1.8 |
*DCCT reference range 4.05%–6.05%.
HbA1c as predictor of severe hypoglycemia and hypoglycemic coma per year, expressed as relative risk per 1% HbA1c decrease.
| Year | Severe Hypoglycemia | Hypoglycemic Coma | ||||||
| Model 1 | Model 2 | Model 1 | Model 2 | |||||
| RR (95% CI) |
| RR (95% CI) |
| RR (95% CI) |
| RR (95% CI) |
| |
| 1995 | 1.28 (1.19–1.37) | <0.001 | 1.27 (1.19–1.36) | <0.001 | 1.39 (1.23–1.56) | <0.001 | 1.39 (1.23–1.56) | <0.001 |
| 1996 | 1.26 (1.18–1.35) | <0.001 | 1.26 (1.18–1.34) | <0.001 | 1.36 (1.22–1.52) | <0.001 | 1.36 (1.22–1.52) | <0.001 |
| 1997 | 1.25 (1.18–1.32) | <0.001 | 1.24 (1.17–1.32) | <0.001 | 1.34 (1.21–1.48) | <0.001 | 1.34 (1.21–1.48) | <0.001 |
| 1998 | 1.23 (1.17–1.30) | <0.001 | 1.23 (1.17–1.30) | <0.001 | 1.31 (1.20–1.44) | <0.001 | 1.31 (1.20–1.44) | <0.001 |
| 1999 | 1.22 (1.16–1.28) | <0.001 | 1.22 (1.16–1.28) | <0.001 | 1.29 (1.18–1.40) | <0.001 | 1.29 (1.19–1.40) | <0.001 |
| 2000 | 1.20 (1.15–1.26) | <0.001 | 1.20 (1.15–1.26) | <0.001 | 1.26 (1.17–1.36) | <0.001 | 1.27 (1.17–1.36) | <0.001 |
| 2001 | 1.19 (1.14–1.24) | <0.001 | 1.19 (1.14–1.24) | <0.001 | 1.24 (1.16–1.33) | <0.001 | 1.24 (1.16–1.33) | <0.001 |
| 2002 | 1.18 (1.13–1.22) | <0.001 | 1.18 (1.13–1.22) | <0.001 | 1.22 (1.14–1.29) | <0.001 | 1.22 (1.15–1.30) | <0.001 |
| 2003 | 1.16 (1.12–1.20) | <0.001 | 1.17 (1.13–1.21) | <0.001 | 1.19 (1.13–1.26) | <0.001 | 1.20 (1.13–1.27) | <0.001 |
| 2004 | 1.15 (1.11–1.18) | <0.001 | 1.15 (1.12–1.19) | <0.001 | 1.17 (1.11–1.24) | <0.001 | 1.17 (1.11–1.24) | <0.001 |
| 2005 | 1.14 (1.10–1.17) | <0.001 | 1.14 (1.11–1.17) | <0.001 | 1.15 (1.09–1.21) | <0.001 | 1.15 (1.09–1.21) | <0.001 |
| 2006 | 1.12 (1.09–1.15) | <0.001 | 1.13 (1.10–1.16) | <0.001 | 1.13 (1.07–1.19) | <0.001 | 1.13 (1.07–1.19) | <0.001 |
| 2007 | 1.11 (1.08–1.14) | <0.001 | 1.12 (1.08–1.15) | <0.001 | 1.11 (1.05–1.17) | <0.001 | 1.11 (1.05–1.17) | <0.001 |
| 2008 | 1.10 (1.06–1.13) | <0.001 | 1.10 (1.07–1.14) | <0.001 | 1.09 (1.03–1.15) | 0.005 | 1.09 (1.03–1.15) | 0.004 |
| 2009 | 1.08 (1.05–1.12) | <0.001 | 1.09 (1.06–1.13) | <0.001 | 1.07 (1.00–1.14) | 0.047 | 1.07 (1.00–1.14) | 0.040 |
| 2010 | 1.07 (1.03–1.11) | <0.001 | 1.08 (1.04–1.12) | <0.001 | 1.05 (0.98–1.12) | 0.201 | 1.05 (0.98–1.12) | 0.181 |
| 2011 | 1.06 (1.02–1.10) | <0.001 | 1.07 (1.03–1.11) | 0.002 | 1.03 (0.95–1.11) | 0.497 | 1.03 (0.95–1.11) | 0.463 |
| 2012 | 1.05 (1.00–1.09) | 0.050 | 1.06 (1.01–1.10) | 0.016 | 1.01 (0.93–1.10) | 0.856 | 1.01 (0.93–1.10) | 0.816 |
RRs with 95% CIs derived from regression models with severe hypoglycemia or hypoglycemic coma as the dependent variable and using continuous terms for HbA1c and treatment year. Model 1 adjusted for HbA1c, treatment year, sex, age, and diabetes duration, and with a term for interaction between HbA1c and treatment year; model 2 additionally adjusted for insulin treatment regimen (1–3 or ≥4 insulin injection time points per day, or insulin pump therapy). p-Values from Wald tests refer to RRs. Wald test for trend in RR per 1% HbA1c decrease: p<0.001 for severe hypoglycemia and coma in models 1 and 2.
Figure 1Relative risk for severe hypoglycemia and hypoglycemic coma by HbA1c category for each treatment year.
RRs (with 95% CIs) are derived from regression analyses with severe hypoglycemia (A) or hypoglycemic coma (B) as the dependent variable, modeling treatment year (x-axis) as a continuous term and HbA1c as a categorical term and including a term for interaction between treatment year and HbA1c, adjusted for sex, age, and diabetes duration. 2012 is the reference year (RR 1.0). Conversion for HbA1c [mmol/mol] = (HbA1c [percent] − 2.15) ×10.929.
Relative risk for severe hypoglycemia and hypoglycemic coma per year from 1995 to 2012 by HbA1c category.
| HbA1c (Percent) | Severe Hypoglycemia | Hypoglycemic Coma | ||
| RR (95% CI) per Year |
| RR (95% CI) per Year |
| |
| 6.0%–6.9% | 0.96 (0.94–0.98) | <0.001 | 0.90 (0.87–0.93) | <0.001 |
| 0.97 (0.95–0.99) | 0.002 | 0.90 (0.87–0.94) | <0.001 | |
| 7.0%–7.9% | 0.96 (0.94–0.97) | <0.001 | 0.89 (0.87–0.91) | <0.001 |
| 0.96 (0.95–0.98) | <0.001 | 0.89 (0.87–0.92) | <0.001 | |
| 8.0%–8.9% | 1.00 (0.98–1.02) | 0.886 | 0.94 (0.91–0.97) | <0.001 |
| 1.01 (0.99–1.02) | 0.553 | 0.94 (0.91–0.97) | <0.001 | |
| ≥9.0% | 1.00 (0.98–1.02) | 0.907 | 0.96 (0.93–0.99) | 0.018 |
| 1.00 (0.99–1.02) | 0.713 | 0.96 (0.93–0.99) | 0.025 | |
Results calculated from regression models with severe hypoglycemia or hypoglycemic coma as the dependent variable, adjusted for treatment year (continuous term), HbA1c category, sex, age, and diabetes duration, and with a term for interaction between HbA1c and treatment year. RRs with 95% CIs. p-Values from Wald tests are related to RR. Conversion for HbA1c [mmol/mol] = (HbA1c [percent] − 2.15) ×10.929.
*Additionally adjusted for insulin treatment regimen (1–3 or ≥4 insulin injection time points per day, or insulin pump therapy).
Association of age, diabetes duration, and sex with severe hypoglycemia and hypoglycemic coma for 1995–2012, expressed as relative risk and annual change in relative risk.
| Risk Factor | Severe Hypoglycemia | Hypoglycemic Coma | ||
| RR (95% CI) |
| RR (95% CI) |
| |
|
| 0.944 (0.933–0.956) | <0.001 | 0.975 (0.955–0.996) | 0.018 |
| 0.938 (0.927–0.950) | <0.001 | 0.970 (0.950–0.991) | 0.005 | |
| 1.001 (0.998–1.004) | 0.488 | 1.006 (1.001–1.010) | 0.009 | |
| 1.000 (0.997–1.002) | 0.708 | 1.005 (1.001–1.010) | 0.027 | |
|
| 1.023 (1.008–1.038) | <0.001 | 1.012 (0.988–1.037) | 0.337 |
| 1.028 (1.013–1.043) | <0.001 | 1.013 (0.988–1.037) | 0.308 | |
| 0.999 (0.996–1.002) | 0.363 | 1.000 (0.995–1.004) | 0.863 | |
| 1.000 (0.997–1.003) | 0.932 | 1.001 (0.996–1.006) | 0.809 | |
|
| 1.168 (1.072–1.272) | <0.001 | 0.952 (0.823–1.102) | 0.511 |
| 1.169 (1.073–1.273) | <0.001 | 0.955 (0.825–1.105) | 0.533 | |
| 0.996 (0.979–1.013) | 0.646 | 0.981 (0.952–1.011) | 0.202 | |
| 0.998 (0.981–1.015) | 0.797 | 0.985 (0.955–1.015) | 0.315 | |
Results derived from regression models with severe hypoglycemia or hypoglycemic coma as the dependent variable, adjusted for treatment year (continuous term), HbA1c (continuous term), sex, age, and diabetes duration, and with a term for interaction between treatment year and HbA1c. p-Values from Wald tests refer to RRs. For assessment of changes in the association of variables with severe hypoglycemia and hypoglycemic coma between treatment years, regression models additionally included terms for interactions between treatment year by age, diabetes duration, and sex.
*Additionally adjusted for insulin treatment regimen (1–3 or ≥4 insulin injection time points per day, or insulin pump therapy).
Estimate represents the average annual change in RR (corresponds to a term for interaction with treatment year in models; p-values from Wald tests).