| Literature DB >> 24459586 |
Eirini Tsakiridou1, Demosthenes Makris1, Vasiliki Chatzipantazi2, Odysseas Vlachos2, Grigorios Xidopoulos2, Olympia Charalampidou2, Georgios Moraitis3, Epameinondas Zakynthinos1.
Abstract
UNLABELLED: Objective. To evaluate whether diabetes mellitus (DM) and hemoglobin A1c (HbA1c) are risk factors for ventilator-associated pneumonia (VAP) and bloodstream infections (BSI) in critically ill patients. Methods. Prospective observational study; patients were recruited from the intensive care unit (ICU) of a general district hospital between 2010 and 2012. INCLUSION CRITERIA: ICU hospitalization >72 hours and mechanical ventilation >48 hours. HbA1c was calculated for all participants. DM, HbA1c, and other clinical and laboratory parameters were assessed as risk factors for VAP or BSI in ICU. Results. The overall ICU incidence of VAP and BSI was 26% and 30%, respectively. Enteral feeding OR (95%CI) 6.20 (1.91-20.17; P = 0.002) and blood transfusion 3.33 (1.23-9.02; P = 0.018) were independent risk factors for VAP. BSI in ICU (P = 0.044) and ICU mortality (P = 0.038) were significantly increased in diabetics. Independent risk factors for BSI in ICU included BSI on admission 2.45 (1.14-5.29; P = 0.022) and stroke on admission2.77 (1.12-6.88; P = 0.029). Sepsis 3.34 (1.47-7.58; P = 0.004) and parenteral feeding 6.29 (1.59-24.83; P = 0.009) were independently associated with ICU mortality. HbA1c ≥ 8.1% presented a significant diagnostic performance in diagnosing repeated BSI in ICU. Conclusion. DM and HbA1c were not associated with increased VAP or BSI frequency. HbA1c was associated with repeated BSI episodes in the ICU.Entities:
Year: 2013 PMID: 24459586 PMCID: PMC3891611 DOI: 10.1155/2013/279479
Source DB: PubMed Journal: Crit Care Res Pract ISSN: 2090-1305
Figure 1Flow chart of the study.
Baseline characteristics of all study groups as determined by hemoglobin A1c (HbA1c) and history.
| Nondiabetics | Diabetics | Diabetics with AGC | Diabetics with NGC | |
|---|---|---|---|---|
| Sex (male) | 70 (61%) | 38 (54%) | 26 (61%) | 12 (44%) |
| Age (years) | 63 ± 18 | 71 ± 10* | 70 ± 11 | 73 ± 8 |
| Apache II score | 23 ± 8 | 27 ± 6* | 26 ± 6 | 28 ± 6 |
|
| 28 ± 7* | 30 ± 6 | 30 ± 5 | 30 ± 7 |
| HbA1c (%) | 5,9 ± 0,4 | 7,7 ± 1,6* | 8,5 ± 1,6** | 6,5 ± 0,3 |
| Initial glucose (mg/dL) | 168 ± 71 | 248 ± 98* | 263 ± 107 | 223 ± 77 |
| Glucose of exit | 136 ± 60 | 146 ± 68 | 149 ± 70 | 142 ± 65 |
| Comorbidities | ||||
| Hypertension | 51 (45%) | 48 (69%)* | 28 (65%) | 20 (74%) |
| Hyperlipidemia | 20 (18%) | 23 (33%) | 15 (35%) | 8 (30%) |
| Cardiac disease | 40 (35%) | 48 (69%)* | 30 (70%) | 18 (67%) |
| Stroke | 12 (11%) | 11 (16%) | 5 (12%) | 6 (22%) |
| Chronic kidney disease | 5 (4%) | 11 (16%)* | 6 (14%) | 5 (19%) |
| Cancer | 11 (10%) | 2 (3%) | 2 (5%) | 0% |
| COPD | 22 (19%) | 15 (21%) | 11 (26%) | 4 (15%) |
| Other | 32 (28%) | 18 (26%) | 11 (26%) | 7 (26%) |
| Category of admission | ||||
| Cardiac disorders | 16 (14%) | 18 (26%) | 8 (30%) | 10 (23%) |
| Neurologic disorders | 23 (20%) | 13 (19%) | 3 (11%) | 10 (23%) |
| Respiratory failure | 42 (37%) | 28 (40%) | 10 (37%) | 18 (42%) |
| Sepsis | 2 (2%) | 6 (9%) | 3 (11%) | 3 (7%) |
|
| 15 (13%) | 2 (3%) | 2 (7%) | 0% |
| Surgical | 9 (8%) | 3 (4%) | 1 (4%) | 2 (5%) |
| Other | 7 (6%) | 0% | 0% | 0% |
Data are presented as n (%) or mean (±SD). Differences between the analyzed groups of the study were evaluated by t-test or χ 2 test as appropriate.
BMI: body mass index, COPD: chronic obstructive pulmonary disease, NGC: normal glucose control, AGC: abnormal glucose control.
*P < 0.05 between diabetics and nondiabetics.
**P < 0.05 between diabetics with AGC and diabetics with NGC.
Microbiology of ventilator-associated pneumonia (VAP) including a second episode in each analyzed group of the study.
| Nondiabetics | Diabetics | Diabetics with NGC | |
|---|---|---|---|
|
| 6 (19%) | 1 (8%) | 2 (20%) |
|
| 4 (13%) | 1 (8%) | 1 (10%) |
|
| 4 (13%) | 1 (8%) | 0 |
|
| 2 (6%) | 1 (8%) | 0 |
|
| 13 (41%) | 3 (25%) | 5 (50%) |
|
| 1 (3%) | 0 | 1 (10%) |
|
| 0 | 0 | 1 (10%) |
| Total gram-negative bacteria |
|
|
|
| CNS | 1 (3%)* | 3 (25%) | 0 |
| MSSA | 1 (3%) | 0 | 0 |
|
| 0* | 2 (17%) | 0** |
| Total gram-positive bacteria |
|
|
|
Data are presented as n (%).
CNS: coagulase negative Staphylococci, MSSA: methicillin sensitive Staphylococcus aureus, NGC: normal glucose control, AGC: abnormal glucose control.
*P < 0.05 between diabetics with AGC and nondiabetics.
**P < 0.05 between diabetics with AGC and diabetics with NGC.
Risk factors for ventilator-associated pneumonia (VAP).
| Patients with VAP | Patients without VAP | OR | 95% CI |
| |
|---|---|---|---|---|---|
| Age (years) | 65 ± 14 | 66 ±17 | 0.568 | ||
|
| 28 ± 5 | 28 ± 8 | 0.956 | ||
| Apache II score | 24 ± 5 | 25 ± 8 | 0.733 | ||
| Sex (male) | 29 (62%) | 79 (58%) | 1.183 | 0.600–2.332 | 0.628 |
| Diabetes Mellitus | 20 (43%) | 50 (37%) | 1.289 | 0.656–2.531 | 0.461 |
| HbA1c ≥ 7% | 12 (26%) | 31 (23%) | 1.172 | 0.544–2.527 | 0.685 |
| Hypertension | 20 (43%) | 79 (58%) | 0.544 | 0.278–1.063 | 0.073 |
| Hyperlipidemia | 9 (19%) | 34 (25%) | 0.717 | 0.315–1.635 | 0.428 |
| Cardiac disease | 15 (32%) | 73 (53%) | 0.411 | 0.204–0.827 | 0.011 |
| COPD | 7 (15%) | 30 (22%) | 0.624 | 0.254–1.534 | 0.301 |
| Chronic kidney disease | 4 (9%) | 12 (9%) | 0.969 | 0.297–3.164 | 0.958 |
| Stroke | 5 (11%) | 18 (13%) | 0.787 | 0.275–2.252 | 0.655 |
| Cancer | 3 (6%) | 10 (7%) | 0.866 | 0.228–3.290 | 0.832 |
| Other | 12 (26) | 38 (28%) | 0.893 | 0.420–1.900 | 0.769 |
| Enteral feeding | 36 (77%) | 46 (34%) | 6.474 | 3.020–13.881 | <0.001 |
| Parenteral feeding | 43 (92%) | 79 (58%) | 7.892 | 2.683–23.221 | <0.001 |
| Blood transfusion in ICU | 17 (36%) | 18 (13%) | 3.746 | 1.727–8.127 | 0.001 |
| Corticosteroids in ICU | 17 (36%) | 30 (22%) | 2.021 | 0.984–4.151 | 0.053 |
| BSI in ICU | 13 (28%) | 16 (12%) | 2.892 | 1.267–6.597 | 0.009 |
| Infection on admission | 22 (47%) | 50 (37%) | 1.531 | 0.783–2.993 | 0.211 |
| BSI on admission | 14 (30%) | 22 (16%) | 2.218 | 1.023–4.808 | 0.041 |
| Previous surgery | 7 (15%) | 18 (13%) | 1.152 | 0.450–2.973 | 0.762 |
| Preceding intake of antibiotics | 23 (49%) | 52 (38%) | 1.567 | 0.803–3.055 | 0.186 |
| Preceding corticosteroid treatment | 1 (2%) | 7 (5%) | 0.404 | 0.048–3.371 | 0.387 |
| Previous hospitalization | 21 (45%) | 55 (40%) | 1.204 | 0.617–2.351 | 0.586 |
Data are presented as n (%) or mean (±SD).
VAP: ventilator-associated pneumonia, ICU: intensive care unit, BMI: body mass index, COPD: chronic obstructive pulmonary disease, BSI: bloodstream infections.
Multivariate analysis for risk factors for ventilator-associated pneumonia (VAP) in all analyzed patients.
| OR | 95% CI | Wald statistic |
| |
|---|---|---|---|---|
| BSI on admission | 2.557 | 0.823–7.942 | 2.637 | 0.104 |
| BSI in ICU | 1.229 | 0.412–3.667 | 0.137 | 0.712 |
| Blood transfusion in ICU | 3.327 | 1.227–9.022 | 5.576 | 0.018 |
| Enteral feeding | 6.205 | 1.909–20.170 | 9.210 | 0.002 |
| Parenteral feeding | 2.100 | 0.493–8.953 | 1.006 | 0.316 |
| Tracheostomy | 1.353 | 0.507–3.610 | 0.366 | 0.545 |
The Hosmer-Lemeshow statistic (calibration) was not significant: χ 2 = 9.667, df = 7, P = 0.208. Overall accuracy (discrimination), 85.8%. BSI: bloodstream infections, ICU: intensive care unit.
Risk factors for bloodstream infections (BSI)
| Patients with BSI | Patients without BSI | OR | 95% CI |
| |
|---|---|---|---|---|---|
| Age (years) | 66 ± 15 | 66 ± 16 | 0.845 | ||
|
| 29 ± 5 | 28 ± 8 | 0.789 | ||
| Apache II score | 25 ± 7 | 24 ± 8 | 0.746 | ||
| Sex (male) | 37 (67%) | 71 (55%) | 1.679 | 0.867–3.254 | 0.123 |
| Diabetes Mellitus | 27 (49%) | 43 (33%) | 1.929 | 1.014–3.669 | 0.044 |
| HbA1c ≥ 7% | 15 (27%) | 28 (22%) | 1.353 | 0.654–2.796 | 0.414 |
| Hypertension | 30 (55%) | 69 (54%) | 1.043 | 0.544–1.966 | 0.895 |
| Hyperlipidemia | 10 (18%) | 33 (26%) | 0.646 | 0.293–1.426 | 0.278 |
| Cardiac disease | 23 (42%) | 65 (50%) | 0.708 | 0.374–1.339 | 0.287 |
| COPD | 12 (22%) | 25 (19%) | 1.161 | 0.535–2.519 | 0.706 |
| Chronic kidney disease | 4 (7%) | 12 (9%) | 0.765 | 0.235–2.485 | 0.655 |
| Stroke | 12 (22%) | 11 (9%) | 2.944 | 1.230–7.286 | 0.013 |
| Cancer | 4 (7%) | 9 (7%) | 1.046 | 0.308–3.551 | 0.943 |
| Other | 16 (29) | 34 (26%) | 1.146 | 0.568–2.312 | 0.703 |
| Enteral feeding | 27 (49%) | 64 (50%) | 0.979 | 0.521–1.841 | 0.948 |
| Parenteral feeding | 48 (87%) | 115 (89%) | 0.835 | 0.317–2.197 | 0.714 |
| Blood transfusion in ICU | 13 (24%) | 26 (20%) | 1.226 | 0.576–2.612 | 0.597 |
| Corticosteroids in ICU | 15 (27%) | 35 (72%) | 1.007 | 0.496–2.047 | 0.984 |
| Previous infection in ICU | 17 (31%) | 26 (20%) | 1.772 | 0.866–3.625 | 0.115 |
| Infection on admission | 23 (42%) | 49 (38%) | 1.173 | 0.617–2.232 | 0.626 |
| BSI on admission | 17 (31%) | 19 (15%) | 2.590 | 1.22–5.489 | 0.011 |
| Previous surgery | 5 (9%) | 20 (16%) | 0.545 | 0.193–1.535 | 0.245 |
| Preceding intake of antibiotics | 21 (38%) | 54 (42%) | 0.858 | 0.449–1.638 | 0.642 |
| Preceding corticosteroid treatment | 4 (7%) | 4 (3%) | 2.451 | 0.590–10.177 | 0.204 |
| Previous hospitalization | 23 (42%) | 53 (41%) | 1.031 | 0.543–1.955 | 0.926 |
Data are presented as n (%) or mean (±SD).
ICU: intensive care unit, BMI: body mass index, COPD: chronic obstructive pulmonary disease, BSI: bloodstream infections.
Multivariate analysis for risk factors for bloodstream infections (BSI) in all analyzed patients.
| OR | 95% CI | Wald statistic |
| |
|---|---|---|---|---|
| BSI on admission | 2.452 | 1.136–5.295 | 5.217 | 0.022 |
| Diabetes mellitus | 1.802 | 0.928–3.501 | 3.026 | 0.082 |
| Stroke | 2.768 | 1.112–6.885 | 4.792 | 0.029 |
The Hosmer-Lemeshow statistic (calibration) was not significant: χ 2 = 9.446, df = 3, P = 0.124. Overall accuracy (discrimination), 75%. BSI: bloodstream infections.