| Literature DB >> 24455308 |
Stephen Serio1, John M Clements2, Dawn Grauf3, Aziz M Merchant1.
Abstract
Aims. Preoperative diabetic and glycemic screening may or may not be cost effective. Although hyperglycemia is known to compromise surgical outcomes, the effect of a diabetic diagnosis on outcomes is poorly known. We examine the effect of diabetes on outcomes for general and vascular surgery patients. Methods. Data were collected from the Michigan Surgical Quality Collaborative for general or vascular surgery patients who had diabetes. Primary and secondary outcomes were 30-day mortality and 30-day overall morbidity, respectively. Binary logistic regression analysis was used to identify risk factors. Results. We identified 177,430 (89.9%) general surgery and 34,006 (16.1%) vascular surgery patients. Insulin and noninsulin diabetics accounted for 7.1% and 9.8%, respectively. Insulin and noninsulin dependent diabetics were not at increased risk for mortality. Diabetics are at a slight increased odds than non-diabetics for overall morbidity, and insulin dependent diabetics more so than non-insulin dependent. Ventilator dependence, 10% weight loss, emergent case, and ASA class were most predictive. Conclusions. Diabetics were not at increased risk for postoperative mortality. Insulin-dependent diabetics undergoing general or vascular surgery were at increased risk of overall 30-day morbidity. These data provide insight towards mitigating poor surgical outcomes in diabetic patients and the cost effectiveness of preoperative diabetic screening.Entities:
Year: 2013 PMID: 24455308 PMCID: PMC3888764 DOI: 10.1155/2013/963930
Source DB: PubMed Journal: ISRN Surg ISSN: 2090-5785
Study variables and demographics.
|
| Percent | |
|---|---|---|
| Dependent variables | ||
| 30-day mortality | 4083 | 1.9% |
| Any Major Post-Op Morbidity | 27533 | 13.0% |
| Independent variables | ||
| Diabetes | ||
| Not present | 175639 | 83.1% |
| Oral | 20747 | 9.8% |
| Insulin dependent | 15050 | 7.1% |
| Anesthesia technique | ||
| General | 185868 | 87.9% |
| Epidural | 978 | 0.5% |
| Spinal | 5462 | 2.6% |
| Regional | 1891 | 0.9% |
| Local | 56 | 0.0% |
| Monitored anesthesia care | 3002 | 1.4% |
| Other | 13668 | 6.5% |
| None | 511 | 0.2% |
| Surgical speciality | ||
| General | 177430 | 83.9% |
| Vascular | 34006 | 16.1% |
| Gender: male | 90088 | 42.6% |
| Smoking within 1 year | 50541 | 23.9% |
| Ventilator within 48 hours | 2057 | 1.0% |
| COPD | 12770 | 6.0% |
| Cardiac risk | 107498 | 50.8% |
| Dialysis | 4984 | 2.4% |
| Steroid use | 5825 | 2.8% |
| 10% weight loss | 3537 | 1.7% |
| Sepsis within 48 hours | ||
| None | 192081 | 90.8% |
| Sepsis | 5833 | 2.8% |
| Septic shock | 1827 | 0.9% |
| SIRS | 11695 | 5.5% |
| Emergent cases | 26543 | 12.6% |
| ASA class | ||
| No ASA class assigned | 2020 | 1.0% |
| No disturbance | 16381 | 7.7% |
| Mild disturbance | 96184 | 45.5% |
| Severe disturbance | 81339 | 38.5% |
| Life threatening | 14870 | 7.0% |
| Moribund | 642 | 0.3% |
| Wound classification | ||
| Clean | 111430 | 52.7% |
| Clean/contaminated | 68374 | 32.3% |
| Contaminated | 17147 | 8.1% |
| Dirty/infected | 14485 | 6.9% |
COPD: chronic obstructive pulmonary disease, ASA: American Society of Anesthesiologists, and SIRS: systemic inflammatory response syndrome.
Logistic regression models for predicting 30-day mortality.
| Variable | Model 1—entire sample | Model 2—diabetics with general surgery subgroup | Model 3—diabetics with vascular surgery subgroup |
|---|---|---|---|
| Model | |||
| 0.333 | 0.300 | 0.165 | |
| Odds ratio (95% CI) | Odds ratio (95% CI) | Odds ratio (95% CI) | |
| Diabetes | |||
| Nondiabetic | Reference category | ||
| Diabetic—oral | 0.78 (0.70, 0.86)* | Reference category | Reference category |
| Diabetic—insulin | 0.83 (0.75, 0.92)* | 1.18 (1.00, 1.39) | 1.06 (0.83, 1.35) |
| Anesthesia technique | |||
| General | Reference category | Reference category | Reference category |
| Epidural | 0.46 (0.24, 0.91)* | 0.00 (0.00, | 0.85 (0.34, 2.11) |
| Spinal | 0.87 (0.68, 1.09) | 0.25 (0.06, 1.01) | 1.25 (0.85, 1.82) |
| Regional | 0.48 (0.30, 0.76)* | 1.08 (0.14, 8.16) | 0.29 (0.11, 0.79) |
| Local | 0.43 (0.19, 0.95)* | 0.00 (0.00, | 0.09 (0.003, 2.33) |
| Monitored anesthesia care | 0.78 (0.64, 0.96)* | 0.97 (0.62, 1.51) | 0.96 (0.62, 1.49) |
| Other | 1.06 (0.46, 2.44) | 1.14 (0.15, 8.69) | 0.00 (0.00, |
| None | 3.60 (1.03, 12.6)* | 0.00 (0.00, | 0.00 (0.00, |
| Surgical specialty: vascular | 1.57 (1.42, 1.72)* | ||
| Male gender | 0.99 (0.92, 1.06) | 1.15 (0.98, 1.35) | 0.92 (0.75, 1.16) |
| Ventilator dependent | 2.19 (1.93, 2.49)* | 2.13 (1.63, 2.79)* | 3.54 (2.13, 5.88)* |
| COPD | 1.61 (1.47, 1.76)* | 1.54 (1.26, 1.88)* | 1.54 (1.17, 2.02)* |
| Cardiac risk factors | 1.57 (1.43, 1.72)* | 1.18 (0.91, 1.152) | 1.49 (0.87, 2.53) |
| On dialysis | 1.39 (1.24, 1.56)* | 1.85 (1.46, 2.35)* | 1.88 (1.46, 2.42)* |
| Steroid use | 1.31 (1.16, 1.48)* | 1.29 (0.98, 1.70) | 1.15 (0.73, 1.8) |
| 10% weight loss | 2.81 (2.45, 3.22)* | 2.73 (1.98, 3.77)* | 2.25 (1.24, 4.08)* |
| Sepsis | |||
| None | Reference category | Reference category | Reference category |
| Sepsis | 2.62 (2.32, 2.96)* | 2.49 (1.92, 3.23)* | 1.84 (1.26, 2.68)* |
| Septic shock | 3.39 (2.93, 3.94)* | 3.89 (2.85, 5.34)* | 3.42 (1.91, 6.14)* |
| SIRS | 2.30 (2.08, 2.55)* | 2.13 (1.67, 2.73)* | 1.80 (1.29, 2.53)* |
| Emergent case | 2.33 (2.15, 2.53)* | 2.09 (1.73, 2.53)* | 2.35 (1.78, 3.11)* |
| ASA class | |||
| No ASA class assigned | Reference category | 0.00 (0.00, | Reference category |
| No disturbance | 0. 44 (0.014, 0.14)* | 0.00 (0.00, | 0.00 (0.00, |
| Mild disturbance | 0.20 (0.08, 0.49)* | 0.06 (0.033, 0.107)* | 0.21 (0.005, 8.64)* |
| Severe disturbance | 1.53 (0.62, 3.78) | 0.20 (0.13, 0.32)* | 0.41 (0.11, 15.2)* |
| Life threatening | 5.40 (2.19, 13.2)* | 0.64 (0.42, 0.99)* | 0.89 (0.024, 33.0)* |
| Moribund | 13.6 (5.44, 33.9)* | Reference category** | 5.37 (0.13, 217.5)* |
| Wound classification | |||
| Clean | Reference category | Reference category | Reference category |
| Clean/contaminated | 2.01 (1.82, 2.22)* | 2.40 (1.87, 3.09)* | 2.03 (1.39, 2.96)* |
| Contaminated | 1.88 (1.66, 2.14)* | 2.45 (1.80, 3.33)* | 1.34 (0.89, 2.02) |
| Dirty/infected | 1.78 (1.58, 1.99)* | 2.37 (1.76, 3.18)* | 0.99 (0.71, 1.40) |
Values expressed as odds ratios (95% confidence intervals x, y). *Significance at P < 0.05. **Moribund category is used as the reference category as there were no cases designated as “not assigned” or “no disturbance” and odds ratios could not be calculated in reference to these categories. COPD: chronic obstructive pulmonary disease, ASA: American Society of Anesthesiologists, SIRS: systemic inflammatory response syndrome, and CI: confidence interval.
Logistic regression models for predicting 30-day morbidity.
| Variable | Model 4—entire sample | Model 5—diabetics with general surgery sub-group | Model 6—diabetics with vascular surgery sub-group |
|---|---|---|---|
| Model | |||
| 0.225 | 0.204 | 0.111 | |
| Odds ratio (95% CI) | Odds ratio (95% CI) | Odds ratio (95% CI) | |
| Diabetes | |||
| Nondiabetic | Reference category | ||
| Diabetic—oral | 0.96 (0.92, 1.01) | Reference category | Reference category |
| Diabetic—insulin | 1.11 (1.06, 1.16)* | 1.20 (1.12, 1.29)* | 1.24 (1.12, 1.38)* |
| Anesthesia technique | |||
| General | Reference category | Reference category | Reference category |
| Epidural | 0.97 (0.80, 1.12) | 1.11 (0.51, 2.36) | 1.13 (0.81, 1.57) |
| Spinal | 0.63 (0.57, 0.69)* | 0.57 (0.41, 0.80)* | 1.08 (0.91, 1.29) |
| Regional | 0.39 (0.33, 0.47)* | 0.66 (0.28, 1.57)* | 0.39 (0.29, 0.53)* |
| Local | 0.32 (0.23, 0.43)* | 0.33 (0.15, 0.75)* | 0.36 (0.14, 0.91)* |
| Monitored anesthesia care | 0.38 (0.34, 0.41)* | 0.34 (0.27, 0.44)* | 0.44 (0.35, 0.56)* |
| Other | 0.28 (0.17, 0.46)* | 0.00 (0.00, | 0.56 (0.19, 1.66) |
| None | 1.09 (0.50, 2.37) | 1.08 (0.12, 10.2) | 1.44 (0.19, 10.9) |
| Surgical specialty: vascular | 1.69 (1.62, 1.75)* | ||
| Male gender | 1.01 (0.98, 1.03) | 1.00 (.095, 1.09) | 0.90 (0.78, 0.94)* |
| Ventilator dependent | 3.24 (2.87, 3.65)* | 3.19 (2.47, 4.13)* | 4.22 (2.61, 6.81)* |
| COPD | 1.43 (1.37, 1.50)* | 1.60 (1.43, 1.78)* | 1.41 (1.23, 1.61)* |
| Cardiac risk factors | 1.27 (1.23, 1.31)* | 1.24 (1.12, 1.36)* | 1.33 (1.09, 1.63)* |
| On dialysis | 0.91 (0.84, 0.98)* | 1.13 (0.95, 1.33) | 1.02 (0.89, 1.17) |
| Steroid use | 1.48 (1.39, 1.59)* | 1.47 (1.25, 1.72)* | 1.07 (0.85, 1.36) |
| 10% weight loss | 2.24 (2.07, 2.42)* | 2.22 (1.84, 2.67)* | 1.47 (1.04, 2.09)* |
| Sepsis | |||
| None | Reference category | Reference category | Reference category |
| Sepsis | 1.84 (1.72, 1.97)* | 1.89 (1.62, 2.19)* | 1.65 (1.34, 2.03)* |
| Septic shock | 2.73 (2.40, 3.10)* | 3.42 (2.60, 4.49)* | 1.98 (1.21, 3.22)* |
| SIRS | 1.63 (1.55, 1.71)* | 1.59 (1.40, 1.81)* | 1.70 (1.41, 2.04)* |
| Emergent case | 1.57 (1.51, 1.63)* | 1.50 (1.35, 1.66)* | 1.82 (1.54, 2.14)* |
| ASA class | |||
| No ASA class assigned | Reference category | Reference category | Reference category |
| No disturbance | 0.42 (0.29, 0.60)* | 0.60 (0.17, 2.08 | 3.39 (0.68, 16.9) |
| Mild disturbance | 1.00 (0.70, 1.42) | 0.68 (0.25, 1.85) | 1.72 (0.54, 5.42) |
| Severe disturbance | 2.29 (1.62, 3.26)* | 1.19 (0.44, 3.24) | 2.26 (0.73, 6.95) |
| Life threatening | 4.92 (3.46, 7.00)* | 2.51 (0.92, 6.86) | 3.99 (1.29, 12.3)* |
| Moribund | 5.85 (3.92, 8.73)* | 1.92 (0.64, 5.78) | 10.0 (2.37, 42.3)* |
| Wound classification | |||
| Clean | Reference category | Reference category | Reference category |
| Clean/contaminated | 1.99 (1.93, 2.07)* | 1.99 (1.82, 2.16)* | 1.32 (1.07, 1.63)* |
| Contaminated | 1.98 (1.88, 2.08)* | 2.31 (2.02, 2.63)* | 1.31 (1.06, 1.62)* |
| Dirty/infected | 2.38 (2.25, 2.51)* | 2.46 (2.15, 2.81)* | 1.15 (0.98, 1.35) |
Values expressed as odds ratios (95% confidence intervals x, y). *Significance at P < 0.05. COPD: chronic obstructive pulmonary disease, ASA: American Society of Anesthesiologists, SIRS: systemic inflammatory response syndrome, and CI: confidence interval.