| Literature DB >> 28761214 |
Lorenzo Rinaldo1, Brandon A McCutcheon1, Hannah Gilder1, Panagiotis Kerezoudis1, Meghan Murphy1, Patrick Maloney1, Ahmed Hassoon2, Mohamad Bydon1.
Abstract
IN BRIEF Diabetes has been associated with the incidence of back pain. However, the relationship between markers of diabetes progression and back pain has not been studied. The objective of this study was to correlate clinical and laboratory measures of diabetes disease severity to the presence of back pain to provide insight into the relationship between these conditions. Findings showed that markers of diabetes disease progression were associated with the presence of back pain, suggesting that uncontrolled diabetes may contribute to the development of chronic back pain.Entities:
Year: 2017 PMID: 28761214 PMCID: PMC5510921 DOI: 10.2337/cd16-0011
Source DB: PubMed Journal: Clin Diabetes ISSN: 0891-8929
Patient Demographic and Operative Characteristics
| Patients for Whom Data Were Available ( | Percentage of Patients for Whom Data Were Available (%) | Value | |
|---|---|---|---|
| Mean age at diabetes diagnosis (years [SD]) | 67,132 | 100.00 | 63.2 (14.8) |
| Mean diabetes duration (days [SD]) | 67,132 | 100.00 | 2,602.8 (1137.0) |
| Mean BMI (kg/m2 [SD]) | 59,688 | 88.9 | 34.5 (9.0) |
| Sex ( | 67,132 | 100.00 | |
| Male | 37,907 (56.5) | ||
| Female | 29,225 (43.5) | ||
| Back status category ( | 67,132 | 100.00 | 57,064 (85.0) |
| No CBP | 9,137 (13.6) | ||
| CBP, no surgery | 931 (1.4) | ||
| CBP, surgery | |||
| Diabetes type ( | 67,132 | 100.00 | |
| Type 1 | 4,924 (7.3) | ||
| Type 2 | 62,208 (92.7) | ||
| Medication use ( | 67,132 | 100.00 | |
| Insulin | 30,912 (46.0) | ||
| Metformin | 26,993 (40.2) | ||
| Comorbidities ( | 67,132 | 100.00 | |
| Neuropathy | 9,772 (14.6) | ||
| Retinopathy | 7,295 (10.9) | ||
| Hypertension | 43,975 (65.5) | ||
| Mean laboratory values | 51,219 | 76.3 | 7.5 (1.9) |
| A1C (% [SD]) | 49,393 | 73.6 | 131.13 (96.3) |
| LDL cholesterol (mg/dL [SD]) | 50,905 | 75.8 | 40.47 (14.2) |
| HDL cholesterol (mg/dL [SD]) | 51,639 | 76.9 | 267.07 (365.3) |
| Triglycerides (mg/dL [SD]) | 51,725 | 77.1 | 218.66 (69.9) |
| Total cholesterol (mg/dL [SD]) | 63,313 | 94.3 | 1.79 (1.8) |
| Serum creatinine (mg/dL [SD]) | 25,346 | 37.8 | 315.52 (1,483.8) |
| Urine albumin/creatinine (mg/g [SD]) |
Mean of highest (or lowest, in the case of HDL) recorded value.
Surgical Procedures
| Mean Age | Sex | Diabetes | Mean Diabetes Duration (days [SD]) | |||
|---|---|---|---|---|---|---|
| Male (%) | Female (%) | Type 1 (%) | Type 2 (%) | |||
| All procedures | 65.5 (14.0) | 60.4 | 39.6 | 4.3 | 95.7 | 643.8 (2,724.4) |
| Decompressive laminectomy | 70.3 (13.9) | 66.1 | 33.9 | 3.1 | 96.9 | 927.7 (3,854.6) |
| Lumbar discectomy | 60.5 (14.3) | 57.5 | 42.5 | 5.6 | 94.4 | 407.6 (1,504.5) |
| Posterior thoracolumbar fusion | 65.3 (10.7) | 49.0 | 51.0 | 3.9 | 96.1 | 553.8 (1,359.3) |
| Anterior thoracolumbar fusion | 60.2 (11.1) | 68.0 | 32.0 | 4.0 | 96.0 | 335.2 (898.2) |
| Posterior cervical fusion | 66.5 (11.1) | 66.7 | 33.3 | 5.6 | 94.4 | 436.2 (1,397.6) |
| Anterior cervical fusion | 58.2 (11.3) | 57.7 | 42.3 | 7.7 | 92.3 | 287.0 (1,519.9) |
| Atlanto-axial fusion | 54.0 (7.8) | 66.7 | 33.3 | 0.0 | 100.0 | 471 (1,701.2) |
Bivariate Analysis
| Diabetes, No CBP | Diabetes and CBP | Diabetes, CBP, and Spinal Surgery | ||
|---|---|---|---|---|
| Total patients with diabetes by category ( | 57,064 (100.0) | 9,137 (100.0) | 931 (100.0) | |
| Type 1 diabetes ( | 4,461 (7.8) | 423 (4.6) | 40 (4.3) | |
| Type 2 diabetes ( | 52,603 (92.2) | 8,714 (95.5) | 891 (95.7) | |
| Female sex ( | 24,359 (42.7) | 4,497 (49.2) | 369 (39.6) | |
| Neuropathy ( | 7,637 (13.4) | 1,837 (20.1) | 298 (32.0) | |
| Retinopathy ( | 5,811 (10.2) | 1,346 (14.7) | 138 (14.8) | |
| Hypertension ( | 35,840 (62.8) | 7,310 (80.0) | 825 (88.6) | |
| Insulin use ( | 26,255 (46.0) | 4,185 (45.8) | 472 (50.7) | |
| Metformin use ( | 21,912 (38.4) | 4,558 (49.9) | 523 (56.2) | |
| Age at diabetes diagnosis (years) | 63.1 | 63.5 | 63.7 | |
| Diabetes duration (days) | 2,554.6 | 2,857.0 | 3,065.7 | |
| BMI (kg/m2) | 34.1 | 36.7 | 36.6 | |
| A1C (%) | 7.4 | 7.8 | 7.8 | |
| LDL cholesterol (mg/dL) | 122.8 | 168.7 | 166.6 | |
| HDL cholesterol (mg/dL) | 40.9 | 38.5 | 36.7 | |
| Triglycerides (mg/dL) | 256.0 | 314.0 | 364.3 | |
| Total cholesterol (mg/dL) | 214.9 | 235.9 | 237.7 | |
| Serum creatinine (mg/dL) | 1.8 | 1.9 | 1.8 | |
| Urine albumin/creatinine (mg/g) | 306.5 | 352.4 | 255.2 |
Mean of highest (or lowest, in the case of HDL) recorded value. Boldface P values indicate statistical significance.
Results of Multivariable Logistic Regression Analysis
| Log Odds | 95% CI | ||
|---|---|---|---|
| Type 2 diabetes | 0.251 | 0.091–0.411 | |
| Female sex | 0.332 | 0.265–0.399 | |
| Neuropathy | 0.282 | 0.194–0.369 | |
| Retinopathy | –0.016 | –0.110 to 0.078 | |
| Hypertension | 0.359 | 0.264–0.454 | |
| Insulin use | –0.2 | –0.274 to –0.127 | |
| Metformin use | 0.116 | 0.046–0.187 | |
| Age at diabetes diagnosis | 0.01 | 0.007–0.013 | |
| Diabetes duration | 0.0002 | 0.0001–0.0002 | |
| BMI | 0.018 | 0.015–0.022 | |
| A1C | 0.055 | 0.037–0.073 | |
| LDL cholesterol | 0.004 | 0.003–0.004 | |
| HDL cholesterol | –0.007 | –0.01 | |
| Triglycerides | 0.0001 | 0.00005–0.0002 | |
| Type 2 diabetes | 0.24 | –0.212 to 0.693 | |
| Female sex | –0.018 | –0.206 to 0.170 | |
| Neuropathy | 0.995 | 0.787–1.204 | |
| Retinopathy | –0.471 | –0.716 to –0.225 | |
| Hypertension | 0.852 | 0.514–1.189 | |
| Insulin use | 0.057 | –0.146 to 0.260 | |
| Metformin use | 0.378 | 0.175–0.580 | |
| Age at diabetes diagnosis | 0.007 | –0.0004 to 0.015 | |
| Duration of diabetes | 0.0004 | 0.0003–0.0005 | |
| BMI | 0.01 | 0.001–0.020 | |
| A1C | –0.028 | –0.810 to 0.024 | |
| LDL cholesterol | 0.004 | 0.003–0.005 | |
| HDL cholesterol | –0.013 | –0.022 to –0.004 | |
| Triglycerides | 0.0003 | 0.0001–0.0004 | |
Boldface P values indicate statistical significance.