- Research article
- Open Access
- Open Peer Review
Inadequate glucose control in type 2 diabetes is associated with impaired lung function and systemic inflammation: a cross-sectional study
- Rodolfo J Dennis1, 3Email author,
- Dario Maldonado†2,
- Maria X Rojas†3,
- Pablo Aschner†4,
- Martin Rondón†3,
- Laura Charry†3 and
- Alejandro Casas†2
© Dennis et al; licensee BioMed Central Ltd. 2010
- Received: 22 October 2009
- Accepted: 26 July 2010
- Published: 26 July 2010
Inadequate glucose control may be simultaneously associated with inflammation and decreased lung function in type 2 diabetes. We evaluated if lung function is worse in patients with inadequate glucose control, and if inflammatory markers are simultaneously increased in these subjects.
Subjects were selected at the Colombian Diabetes Association Center in Bogotá. Pulmonary function tests were performed and mean residual values were obtained for forced expiratory volume (FEV1), forced vital capacity (FVC) and FEV1/FVC, with predicted values based on those derived by Hankinson et al. for Mexican-Americans. Multiple least-squares regression was used to adjust for differences in known determinants of lung function. We measured blood levels of glycosylated hemoglobin (HBA1c), interleukin 6 (IL-6), tumor necrosis factor (TNF-α), fibrinogen, ferritin, and C-reactive protein (C-RP).
495 diabetic patients were studied, out of which 352 had inadequate control (HBA1c > 7%). After adjusting for known determinants of lung function, those with inadequate control had lower FEV1 (-75.4 mL, IC95%: -92, -59; P < 0.0001) and FVC (-121 mL, IC95%: -134, -108; P < 0,0001) mean residuals, and higher FEV1/FVC (0.013%, IC95%: 0.009, 0.018, P < 0.0001) residuals than those with adequate control, as well as increased levels of all inflammatory markers (P < 0.05), with the exception of IL-6.
Subjects with type 2 diabetes and inadequate control had lower FVC and FEV1 than predicted and than those of subjects with adequate control. It is postulated that poorer pulmonary function may be associated with increased levels of inflammatory mediators.
- Lung Function
- Force Vital Capacity
- Diabetic Subject
- Wood Smoke
The association of type 2 diabetes with decreased lung function (measured by known determinants of pulmonary disability and death, such as FEV1), has received renewed attention [1, 2]. Inflammation, microangiopathy, and alterations in lung matrix proteins may all play a role. The first mechanism tends to unify the impairment seen in patients with emphysema with that seen in diabetes and cardiovascular disease; in this context, both type 2 diabetes and chronic lung disease, such as COPD, have been associated with increased levels of low-grade acute and chronic systemic inflammatory mediators and inflammatory markers [3–5]. Until recently, however, few studies had explored lung function among subgroups of diabetic subjects. It is likely that persistent inadequate glucose control over time may alter regulation of inflammatory pathways that are involved in the impairment of lung function [2, 6].
It is still unknown if inadequate glucose control in type 2 diabetes is simultaneously associated with a decrease in lung function and increased systemic levels of inflammatory markers. In this study, we compared type 2 diabetes subjects based on their glucose control profile (adequate vs. inadequate) and assessed differences in lung function (spirometry) and blood levels of five known systemic inflammatory markers.
This was a cross-sectional study. The sampling frame from which patients were selected was the Colombian Diabetes Association (ACD), a private institution in Bogota, Colombia, that provides basic and specialized ambulatory care for diabetic patients of all socio-economic strata. Patients need not be referred with any special degree of severity or case-mix. We invited to participate in the study both incident and prevalent diabetes patients of either sex, who were seen at the ACD between July 2005 and September 2007. Inclusion criteria were age between 35 and 65 years, and medical diagnosis of type 2 diabetes confirmed at ACM. The Latin-American Diabetes Association (ALAD) definition for type 2 diabetes (fasting glycemia equal to or greater than 126 mgr/dL, glycemia equal to or greater than 200 mgr/dL after a glucose load during a glucose tolerance test, or casual glucose blood levels of 200 mgr/dL or more), is the standardized definition used in the ACD . We excluded patients that met any of the following criteria: pregnancy, previous diagnosis of rheumatoid arthritis or collagen disease; cystic fibrosis, lung cancer or tuberculosis; thoracic, lung, or heart surgery; or deformities that would preclude conducting a reliable spirometric procedure.
The study protocol was approved by the Clinical Research Ethics Committee at Fundación Cardioinfantil in Bogotá.
Based on previous results comparing diabetic patients against controls, we expected mean residual values larger than -60 mL for the FEV1  and mean standard deviations between 100 ml and 250 ml in adults over 21 years old . With a type I error probability of 5% and a power of 80%, we estimated a required sample size required of 500 subjects. The study included 495 subjects.
A respiratory questionnaire, previously translated into Colombian Spanish, and validated in other already published research projects , was used for screening. Once a case of type 2 diabetes was deemed as potentially eligible, the subject was invited to participate and to give informed consent. Baseline information was collected by interview following a standardized data collection form. The participant was then given an appointment for a second visit the next day for blood sampling to measure fasting glucose, HBA1c, levels of circulating inflammatory mediators and markers (IL-6, TNF-α, Fibrinogen, Ferritin, C-RP). Spirometry was also performed in the second visit, as well as height, weight (barefoot and with lightweight indoor clothing), and body-mass index measurements. The spirometer used (Vitalograph, UK) met all American Thoracic Society recommended criteria .
Blood samples were taken after a minimum of 6 hours fasting (except insulin-dependent diabetics) using vacuum tubes, centrifuged and processed on a daily basis for glucose fasting levels, HBA1c, fibrinogen and ferritin, following standard daily laboratory operating procedures. A set of serum samples were stored at -20°C for a maximum of two months for other analyses. TNF-α, IL-6, and high sensitivity C-RP were measured by a solid phase, enzyme labeled, chemiluminescent sequential inmunometric assay method, using the Immulite 1000 analyzer (EURO/DPC Ltd, Llanberis, UK). A total of seven runs in batches were carried out during the course of the study. Each run for C-RP, TNF and IL-6 was processed in duplicate, and met standard specific control assays provided by the manufacturer, two for TNF-α and IL-6 (high and low), and three for C-RP (high, intermediate and low).
Data management and statistical analysis
Data collected was recorded in a previously designed database using ACCESS (Office 2000). All statistical analyses were performed with SAS software programs (SAS Institute, NC). To assess the association of diabetes control as measured with HBA1c levels and mean systemic values of inflammatory markers, we categorized HBA1c values into equal or less than 7% and greater than 7%, and tested for significance with the t-test. We selected this cutoff point a priori because it is usually selected in clinical practice to discriminate between appropriate and inappropriate control , although some patients may be optimally controlled at slightly higher HbA1c values. A p value < 0.05 on a two-sided test was considered significant. Bi-variate analyses included the χ2 test for categorical/nominal data, and the independent t-test or its non-parametric equivalent. Predicted FEV1, FVC and FEV1/FVC values adjusted for age, sex and height were obtained for every subject, based on the prediction equations obtained by Hankinson et al for Mexican-Americans , which have provided good fit to Colombian subjects, based on previous studies by our group .
Residual values (observed minus predicted) were obtained for FEV1, FVC and FEV1/FVC in each subject, negative values representing lower than expected pulmonary function. We also used least-squares multiple linear regression models to further adjust mean residual values for smoking history (current, past, none), body mass index, exposure to indoor wood-smoke inhalation, to assess the significance of interaction terms, and the inclusion of inflammation markers. We also looked at the association between glucose control, lung function and inflammatory markers, by stratifying HBA1c values into quintiles, and tested for statistical significance with ANOVA.
SUBJECT CHARACTERISTICS (n (%), mean ± sd)
INADEQUATE CONTROL (n = 352)
ADEQUATE CONTROL (n = 143)
53.21 ± 7.81
54.53 ± 7.61
160.60 ± 10.40
161.42 ± 9.16
72.82 ± 14.43
73.80 ± 13.13
5.70 ± 5.86
7.14 ± 6.83
EXPOSURE TO DUST, LIFETIME
EXPOSURE TO GASES, LIFETIME
EXPOSURE TO WOODSMOKE, LIFETIME
PULMONARY FUNCTION (n (%), mean ± sd)
INADEQUATE CONTROL HBA1c>7% (n = 352)
ADEQUATE CONTROL (n = 143)
2.68 ± 0.73
2.77 ± 0.69
3.36 ± 0.94
3.51 ± 0.86
80.57 ± 6.50
79.21 ± 6.90
FEV1 < 70% EXPECTED VALUE (*)
FVC < 70% EXPECTED VALUE (*)
FEV1/FVC < 70% EXPECTED VALUE (*)
INFLAMMATORY MARKERS (mean ± sd)
INADEQUATE CONTROL HBA1c>7% (n = 352)
ADEQUATE CONTROL (n = 143)
2.75 ± 5.82
1.52 ± 2.01
163.05 ± 150.24
130.90 ± 114.87
444.09 ± 116.99
422.68 ± 98.23
3.91 ± 3.65
3.56 ± 2.65
9.03 ± 5.35
7.98 ± 5.01
Relationship between glucose control and pulmonary function
MEAN RESIDUAL PULMONARY FUNCTION (*) AND STRATIFICATION BY SMOKING HISTORY (**)
DIFFERENCE IN MEAN RESIDUALS
rFEV 1 /FVC
Table 4 also shows mean residual values stratified by categories of smoking history. There was a tendency to have lower mean residuals with past or present exposure to cigarette smoke, especially in those with inadequate glucose control. No interaction term between BMI, cigarette smoking status, and glucose control in their joint effect on lung function was significant (data not shown). The inclusion of all five inflammation markers to the models did not significantly change results. The only marker significantly associated with residual lung function, after adjustment for all other variables in the models, was C-RP (p = 0.04). Similarly, time elapsed since diabetes diagnosis did not affect point estimates for mean residual values of FEV1, FVC or FEV1/FVC.
QUINTILES OF HBA1c VALUES AND RELATION WITH RESIDUAL LUNG FUNCTION (*) AND MEAN INFLAMMATORY MARKER LEVELS
< = 6.60
7.51 - 8.60
8.61 - 10.40
n = 107
n = 92
n = 103
n = 97
n = 96
rFEV 1 (ml)
Results of this study show that those diabetic subjects with inadequate glucose control over the past several weeks as measured with HBA1c, have lower pulmonary function than those with adequate control. These differences were not explained by usual determinants of lung function such as age, height, sex, cigarette smoking or other lifetime exposures. Subjects with inadequate control also had significantly higher levels of inflammatory markers (TNF-α, ferritin, fibrinogen, and C-RP), although, there is no clear dose-effect relation. We selected these markers, including IL-6, because increased levels of these inflammatory cytokines (IL-6 and TNF-α), as well as downstream proteins such as C-RP, ferritin and fibrinogen, have been implicated in the inflammatory response seen in COPD and diabetes.
The limitations of our approach should be discussed. Although selection bias is a possibility, we minimized it by selecting all consecutive cases with diabetes with no particular severity of disease, duration, or case-mix. Confounding bias is not likely in our study, as we adjusted the results for known determinants of lung function, such as age, height and sex, as well as smoking history. Persistent confounding by smoking may be possible given that we did not quantify the intensity of lifetime exposure (i.e. pack-years). However, the likelihood of this is low, because the intensity of current cigarette exposure seemed to be lower in those with inadequate control. Although those diabetic subjects with poorer control also had longer disease duration, adjustment for time elapsed from diagnosis did not change results. Given that we assessed diabetes duration by patient history, however, we cannot exclude persistent confounding and non-differential misclassification as a possible explanation for this finding. Finally, by taking both incident and prevalent cases of diabetes, our results may be confounded by the effects of treatment and by survivor bias, but both biases, if present, would have tended to decrease the magnitude of the effect sizes seen in this study. Classification bias is not likely to have altered our results, as all subjects met pre-determined criteria for diabetes, and both the definition of control (HBA1c) and cut-off point selected to define inadequate control (greater than 7%) were established a priori. Some recall bias may have been possible with respect to past medical history and respiratory exposures, but, even if present, these are more likely to have been non-differential between those with adequate and inadequate glucose control (subjects were not aware of the hypothesis under study).
From a clinical perspective, the importance of changes in lung function has usually been judged as the rate of change over time, derived from observational cohorts or clinical trials. Thus, it is difficult to fairly assess the significance of the magnitude of change observed in this study, given the cross-sectional approach. This study confirms previous findings of decreased lung function in diabetic subjects and in those with insulin resistance [2, 6, 14]. Davis et al and McKeever et al recently reported decreased lung function in diabetic subjects, and convincingly showed that this decrease is associated with inadequate diabetes control, which is consistent with our study results [6, 15]. However, our study goes further to show that some inflammatory markers are elevated in patients with simultaneous inadequate control and decreased lung function, suggesting a potential association. Mechanisms related to chronic hyperglycemia may involve both the formation of oxygen radicals and their effect on pulmonary vasculature or the alveolar-capillary membrane, and the secondary effect of systemic inflammation seen in diabetic patients [16–19]; both mechanisms need not be mutually exclusive. The second mechanism tends to equate the impairment seen in patients with emphysema with that seen in diabetes and cardiovascular disease, through inflammatory mediators . In addition to the wealth of literature available on endothelial damage and cardiovascular events, recent studies have shown that systemic inflammation markers such as ferritin , fibrinogen [21, 22], and C-RP are increased in subjects with type 2 diabetes as indicators of prognosis, as well as inflammation mediators associated with insulin resistance such as IL-1, IL-6, and TNF-α .
It should be highlighted that the impairment seen in our study is more consistent with a restrictive lung disorder. Although not a uniform finding, this has been previously described in other studies [1, 24, 25]. This suggests a causal pathway (or pathways) for inflammation different from that in emphysema and COPD. Alteration of matrix proteins seen in DM due to the formation of advanced glycosylation end products and subsequent inflammation in the lungs  has been suggested, and may provide such a pathway.
Diabetic subjects with inadequate glucose control have lower pulmonary function than those with adequate control, a difference not explained by usual determinants of lung function. Similarly, those subjects with inadequate control also had significantly higher levels of inflammation markers (TNF-α, Ferritin, Fibrinogen, and C-RP), suggesting a potential association. Our results need to be confirmed by longitudinal studies (given that diabetic control is a time-dependent variable). Hopefully, it can also be shown that better glucose control can result not only in no further decrease in lung function but also in attenuation of the inflammatory response. Our findings, however, should make clinicians more aware of this association and add to the necessity of advising diabetic patients of the need for adequate glucose control.
This study was made possible by funding from COLCIENCIAS, Colombia, Code 2239-04-16300. An abstract of the full study was presented at the European Respiratory Society 19th annual congress, Vienna, September 2009. We are indebted to Maria Esguerra, Andrea Fonseca, Rubby Guanes and Martha Rios, for their unstinting work in all study procedures, and to Hector Restrepo, epidemiologist, for his work in data cleaning, management, and analysis. We also thank Carlos Torres MD, for his review of a previous version of this manuscript.
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