Age at type 2 diabetes onset and glycaemic control: results from the National Health and Nutrition Examination Survey (NHANES) 2005–2010
Seth A. Berkowitz
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James B. Meigs
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Deborah J. Wexler
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D. J. Wexler Diabetes Center, Department of Medicine, Massachusetts General Hospital/Harvard Medical School
,
Boston, MA, USA
Aims/hypothesis We tested the hypothesis that age younger than 65 years at type 2 diabetes diagnosis is associated with worse subsequent glycaemic control. Methods A cross-sectional analysis of data from participants in the 2005-2010 National Health and Nutrition Examination Survey was performed. For adults with self-reported diabetes, we dichotomised age at diabetes diagnosis as younger (<65 years) vs older (65 years). The primary outcome of interest was HbA1c >9.0% (75 mmol/mol). Secondary outcomes were HbA1c >8.0% (64 mmol/mol) and >7.0% (53 mmol/mol). We used multivariable logistic regression for analysis. Results Among 1,438 adults with diabetes, a higher proportion of those <65 years at diagnosis compared with those 65 at diagnosis had an HbA1c >9.0% (14.4% vs 2.5%, p <0.001). After adjustment for sex, race/ethnicity, education, income, insurance, usual source of care, hyperglycaemia medication, duration of diabetes, family history, BMI and waist circumference, age <65 years at diagnosis remained significantly associated with greater odds of HbA1c >9.0% (OR 3.22, 95% CI 1.54, 6.72), HbA1c >8.0% (OR 2.72, 95% CI 1.43, 5.16) and HbA1c >7.0% (OR 1.92, 95% CI 1.18, 3.11). The younger group reported fewer comorbidities, but were less likely to report good health (OR 0.54, 95% CI 0.36, 0.83). Conclusions/interpretation Younger age at type 2 diabetes diagnosis is significantly associated with worse subsequent glycaemic control. Because patients who are younger at diagnosis have fewer competing comorbidities and complications, safe, aggressive, individualised treatment could benefit this higher-risk group.
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Abbreviations
CDC Centers for Disease Control and Prevention
CHF Congestive heart failure
COPD Chronic obstructive pulmonary disease
CVA Cerebrovascular accident
ESRD End stage renal disease
NHANES National Health and Nutrition Examination
Survey
Patient-centredness is a priority in type 2 diabetes care [1].
With increasing recognition that the benefits and burdens of
treatment differ by patient population, identifying subgroups
at high risk of poor outcomes is an important goal, which may
facilitate population management for diabetes. In this sense,
different phenotypes of type 2 diabetes may identify
populations that may need and benefit from more intensive
interventions.
Mounting evidence suggests that those with onset of type 2
diabetes in early or mid-adult life, compared with those with
onset at an older age (65 or older), may have a more severe
disease course, with increased risk of microvascular
complications and worse glycaemic control [25]. While these
differences in severity of dysglycaemia may be due to known
risk factors such as longer duration of diabetes and higher
BMI, they may also reflect more significant insulin deficiency
in those diagnosed at younger ages. In this study we tested the
hypothesis that those diagnosed at a younger age would have
worse glycaemic control, even after adjustment for duration of
diabetes, higher BMI and other known risk factors for worse
glycaemic control.
Data source and study sample
We conducted a cross-sectional analysis combining three
cycles of the National Health And Nutrition Examination Survey
(NHANES). NHANES is a series of epidemiological
surveillance surveys conducted by the Centers for Disease Control
and Prevention (CDC) in community-dwelling participants
[6]. Trained interviewers meet participants in their homes
and administer a structured questionnaire in English, Spanish
or with an interpreter. Participants then travel to a mobile
examination centre (MEC) for physical examination and
blood draws for laboratory analysis. Data are collected in
2-year cycles, which can be pooled to allow ascertainment
of a larger number of cases. For this analysis, we pooled
cycles in order to have enough participants diagnosed with
diabetes at an older age and to allow robust adjustment for
potential confounders. Full methodological details of
NHANES have been previously published [6].
Our study included all adult (age >20 years) NHANES
participants from 20052010 with diabetes [7]. We excluded
participants who were pregnant at the time of examination. To
minimise inclusion of type 1 diabetes patients, we excluded
patients who were diagnosed before the age of 30 and started
on insulin around the time of diagnosis. This approach is in
accordance with previous evaluations of NHANES data [8, 9].
A participant was considered to have diabetes if he or she
answered Yes to the question Other than during pregnancy,
have you ever been told by a doctor or healthcare professional
that you have diabetes or sugar diabetes? This method has
been used in previous studies [1012] and CDC publications
[13]. Sensitivity of this measure has been reported to be >95%
in previous NHANES analyses [9], and specificity has been
reported to be as high, at 97% [11]. We did not include
participants with biochemical but not self-reported diabetes
because age at diagnosis could not be determined in these
cases.
The Partners HealthCare Human Research Committee
exempted this study from institutional review board review.
Age at diabetes onset For this study, we dichotomised age at
type 2 diabetes diagnosis as occurring in younger adult life
(age <65 years) compared with older adult life (age 65 years)
based on patient self-report. This dichotomisation was based
on previous observations of differential effects of diabetes on
health status by age in this range [3, 14]. In exploratory
analyses, we also treated age at diagnosis as a continuous
variable.
Outcomes We used HbA1c percentage as a measure of
glycaemic control. Our primary outcome of interest was
whether the HbA1c value was >9.0% (75 mmol/mol), which
represents out-of-control hyperglycaemia for all patients [15].
In order determine whether glycaemic control was worse at
other commonly used thresholds [15], we conducted
secondary analyses using outcomes of HbA1c above or below 8.0%
(64 mmol/mol) and 7.0% (53 mmol/mol).
To determine whether age at diabetes diagnosis was
associated with comorbidity, we used responses on previously
validated self-report items [6] for end stage renal disease
(ESRD), current asthma diagnosis, congestive heart failure
(CHF), CHD, chronic obstructive pulmonary disease
(COPD), cerebrovascular accident (CVA) and history of
malignancy of any kind. We also considered the health status of
patients with the question Would you say your health in
general is excellent, very good, good, fair, or poor?. We
dichotomised this question into good (excellent, very good
or good) vs poor (fair or poor) health [14]. Response to this
item correlates highly with a range of health outcomes
[1620].
Demographic and socioeconomic variables We considered
several demographic and socioeconomic variables that (...truncated)