| Literature DB >> 33149252 |
L M Teo1,2, W Y Lim3, Y Ke4, I K L Sia5, C H Gui5, H R Abdullah6,7.
Abstract
Type 2 Diabetes Mellitus (DM) is a chronic disease with high prevalence worldwide. Using glycated haemoglobin (HbA1c) as a surrogate for potential pre-DM and DM conditions, our primary objective was to determine the HbA1c epidemiology in non-cardiac elective surgical patients in Singapore. Our secondary aim was to identify risk factors associated with elevated HbA1c. We conducted a prospective, observational single-centre study in adult patients. HbA1c screening was performed. Patient demographics and comorbidities were recorded. Patients were divided into those with HbA1C ≤ 6.0% and HbA1C ≥ 6.1%. Regression analyses were performed to identify associated factors. Subgroup analysis was performed comparing patients with HbA1C ≥ 6.1% and HbA1C ≥ 8.0%. Of the 875 patients recruited, 182 (20.8%) had HbA1c ≥ 6.1%, of which 32 (3.7%) had HbA1c ≥ 8%. HbA1C ≥ 6.1% was associated with Indian ethnicity [1.07 (1.01-1.13), p = 0.023], BMI > 27.5 [1.07 (1.02-1.11), p = 0.002], higher preoperative random serum glucose [1.03 (1.02-1.04), p < 0.001], pre-existing diagnosis of DM [1.85 (1.75-1.96), p < 0.001] and prediabetes [1.44 (1.24-1.67), p < 0.001], and peripheral vascular disease [1.30 (1.10-1.54), p = 0.002]. HbA1c ≥ 8% had an additional association with age > 60 years [0.96 (0.93-0.99), p = 0.017]. The prevalence of elevated HbA1c is high among the surgical population. Targeted preoperative HbA1c screening for at-risk elective surgical patients reduces cost, allowing focused use of healthcare resources.Entities:
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Year: 2020 PMID: 33149252 PMCID: PMC7642441 DOI: 10.1038/s41598-020-76105-2
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Patient demographics stratified by HbA1C cut-off of 6.0%.
| HbA1C ≤ 6.0% (N = 693) | HbA1C ≥ 6.1% (N = 182) | Total (N = 875) | p value | Missing | |
|---|---|---|---|---|---|
| Age | 49.6 (16.4) | 61.6 (11.9) | 52.1 (16.3) | < 0.001 | |
| Gender (female) | 346 (49.9) | 74 (40.7) | 420 (48.0) | 0.026 | |
| Chinese | 497 (71.7) | 116 (63.7%) | 613 (70.1) | 0.002 | |
| Malay | 75 (10.8) | 23 (12.6%) | 98 (11.2) | ||
| Indian | 68 (9.8) | 35 (19.2%) | 103 (11.8) | ||
| Others | 53 (7.6) | 8 (4.4%) | 61 (7.0) | ||
| BMI | 25.4 (5.2) | 28.8 (5.9) | 26.1 (5.5) | < 0.001 | |
| ASA 1 | 159 (22.9) | 3 (1.6) | 162 (18.5) | < 0.001 | |
| ASA 2 | 461 (66.5) | 120 (65.9) | 581 (66.4) | ||
| ASA 3 and 4 | 73 (10.5) | 59 (32.4) | 132 (15.1) | ||
| METs < 4 | 10 (1.5) | 14 (8.4) | 24 (2.9) | < 0.001 | 53 |
| METs 4–10 | 177 (27.0) | 43 (25.9) | 220 (26.8) | ||
| METs > 10 | 469 (71.5) | 109 (65.7) | 578 (70.3) | ||
| Inpatient | 503 (72.8) | 142 (78.5) | 645 (74.0) | 0.122 | 3 |
| Day surgery | 188 (27.2) | 39 (21.5) | 227 (26.0) | ||
| Hemoglobin (g dL−1) | 13.7 (1.6) | 13.4 (1.6) | 13.6 (1.6) | 0.006 | |
| Preoperative Random Serum Glucose (mmol L−1) | 5.5 (1.2) | 8.4 (3.3) | 6.1 (2.2) | < 0.001 | |
| Creatinine (μmol L-1) | 76.2 (71.4) | 106.1 (122.3) | 82.4 (85.3) | < 0.001 | |
| HbA1C value (%) | 5.4 (0.4) | 7.2 (1.2) | 5.74 (0.97) | < 0.001 | |
| Smoker | 66 (9.5) | 14 (7.7) | 80 (9.1) | 0.743 | |
| General Surgery | 194 (28.0) | 45 (24.7) | 239 (27.3) | 0.378 | |
| Urology | 85 (12.3) | 35 (19.2) | 120 (13.7) | 0.015 | |
| Gynecology | 74 (10.7) | 9 (4.9) | 83 (9.5) | 0.019 | |
| Vascular | 18 (2.6) | 20 (11.0) | 38 (4.3) | < 0.001 | |
| Orthopaedics | 233 (33.6) | 58 (31.9) | 291 (33.3) | 0.655 | |
| Subspecialty surgeries | 110 (15.9) | 20 (11.0) | 130 (14.9) | 0.099 | |
| Preexisting diabetes mellitus | 31 (4.5) | 136 (74.7) | 167 (19.1) | < 0.001 | |
| Pre-diabetes | 6 (0.9) | 9 (4.9) | 15 (1.7) | < 0.001 | |
| Hypertension | 167 (24.1) | 128 (70.3) | 295 (33.7) | < 0.001 | |
| Previous stroke | 11 (1.6%) | 18 (9.9%) | 29 (3.3%) | < 0.001 | |
| Previous AMI | 17 (2.5%) | 26 (14.3%) | 43 (4.9%) | < 0.001 | |
| Peripheral vascular disease | 1 (0.1%) | 12 (6.6%) | 13 (1.5%) | < 0.001 | |
| COPD | 4 (0.6%) | 4 (2.2%) | 8 (0.9%) | 0.041 | |
Values are mean (SD) or number (proportions).
Mann Whitney U test for continuous variable and Chi Square Test—for discrete variable. Mean or count (± SD or %).
BMI Body Mass Index, ASA American society of Anaesthesiologists physical status classification, MET metabolic equivalents, OHGA Oral Hypoglycemic agents, AMI Acute myocardial infarction, COPD Chronic obstructive pulmonary disease, ACE Angiotensin-Converting Enzyme, ARB Angiotensin II receptor blocker.
Univariable and Multivariable analysis of those significant for HbA1C ≥ 6.1%.
| HbA1C ≥ 6.1% | HbA1C ≥ 8.0% | |||||
|---|---|---|---|---|---|---|
| Univariable | Multivariable | Univariable | Multivariable | |||
| p value | p value | OR (95% Cl) | p value | p value | OR (95% Cl) | |
| < 40 | Reference | 0.723 | 1.01 (0.96–1.06) | Reference | 0.965 | 1.00 (0.97–1.03) |
| 40–60 | < 0.001 | 0.370 | 1.03 (0.97–1.09) | 0.068 | 0.017 | 0.96 (0.93–0.99) |
| > 60 | < 0.001 | 0.339 | ||||
| Gender (female) | 0.0259 | 0.557 | 0.99 (0.95–1.03) | 0.492 | ||
| Chinese | Reference | 0.863 | 1.01 (0.95–1.07) | Reference | 0.308 | 1.00 (0.98–1.06) |
| Malay | 0.300 | 0.023 | 1.07 (1.01–1.13) | 0.054 | 0.003 | 1.10 (1.02- 1.09) |
| Indian | < 0.001 | 0.290 | 0.96 (0.90–1.03) | < 0.001 | 0.585 | 0.99 (0.95–1.03) |
| Others | 0.284 | 0.353 | ||||
| BMI 18.5—27.5 | Reference | Reference | ||||
| BMI < 18.5 | 0.043 | 0.378 | 0.96 (0.87–1.05) | 0.569 | 0.884 | 1.00 (0.95–1.07) |
| BMI > 27.5 | < 0.001 | 0.002 | 1.07 (1.02–1.11) | < 0.001 | 0.222 | 1.02 (0.99–1.04) |
| ASA 1 | Reference | Reference | ||||
| ASA 2 | < 0.001 | 0.778 | 1.01 (0.96–1.06) | 0.057 | 0.616 | 1.01 (0.98–1.04) |
| ASA 3 and 4 | < 0.001 | 0.749 | 1.01 (0.94–1.09) | < 0.001 | 0.725 | 1.01 (0.97–1.05) |
| MET 1–4 | Reference | Reference | ||||
| MET 4–10 | < 0.001 | 0.129 | 1.10 (0.97–1.24) | 0.151 | ||
| MET > 10 | < 0.001 | 0.733 | 1.02 (0.91–1.14) | 0.198 | ||
| > 13 | Reference | 0.599 | 1.01 (0.97–1.06) | Reference | 0.428 | 1.01 (0.99–1.04) |
| 11–13 | 0.009 | 0.130 | 0.93 (0.85–1.02) | 0.031 | 0.002 | 0.92 (0.88–0.97) |
| < 11 | 0.590 | 0.339 | ||||
| Preoperative random serum glucose (mmol/L) | < 0.001 | < 0.001 | 1.03 (1.02–1.04) | < 0.001 | < 0.001 | 1.03 (1.02–1.04) |
| Creatinine | < 0.001 | 0.860 | 1.00 (1.00–1.00) | 0.393 | ||
| Diabetes mellitus | < 0.001 | < 0.001 | 1.85 (1.75–1.96) | < 0.001 | < 0.001 | 1.09 (1.05–1.13) |
| Prediabetes | < 0.001 | < 0.001 | 1.44 (1.24–1.67) | 0.455 | ||
| Hypertension | < 0.001 | 0.094 | 1.04 (0.99–1.09) | < 0.001 | 0.069 | 0.97 (0.95- 1.00) |
| Previous stroke | < 0.001 | 0.553 | 0.97 (0.87–1.08) | < 0.001 | 0.150 | 1.05 (0.99–1.12) |
| Previous AMI | < 0.001 | 0.301 | 1.05 (0.96–1.15) | < 0.001 | 0.315 | 1.03 (0.98–1.09) |
| Peripheral vascular disease | < 0.001 | 0.002 | 1.30 (1.10–1.54) | < 0.001 | 0.016 | 1.13 (1.03–1.24) |
| COPD | 0.041 | 0.422 | 0.92 (0.76–1.12) | 0.169 | ||
BMI Body Mass Index, ASA American society of Anesthesiologists physical status classification, MET metabolic equivalents, AMI Acute myocardial infarction, COPD Chronic obstructive pulmonary disease.
Figure 1Comparison of preoperative HbA1c and glucose level in patients with DM (blue) and without DM (red). Each dot represents a single patient. HbA1c glycated haemoglobin, DM diabetes mellitus.
Medications in those diagnosed with DM.
| HbA1C ≤ 6.0%(N = 31) | HbA1C ≥ 6.1% (N = 136) | Total (N = 167) | p value | |
|---|---|---|---|---|
| < 0.001 | ||||
| OHGA | 15 (48.4%) | 102 (75.0%) | 117 (70.1%) | |
| Insulin | 2 (6.5%) | 4 (2.9%) | 6 (3.6%) | |
| OHGA + insulin | 0 (0.0%) | 15 (11.0%) | 15 (9.0%) | |
| Diet | 14 (45.2%) | 15 (11.0%) | 29 (17.4%) | |
Values are number (proportions).
DM diabetes mellitus, OHGA oral hypoglycemic agents.