The Impact of Location on De Novo Spondylodiscitis: Regions Matter but Are Secondary to Comorbidities
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Data Source
2.2. Population
2.3. Outcomes
2.4. Statistical Analysis
3. Results
3.1. Demographics
3.2. Outcomes
3.3. Multivariable Analysis Evaluating the Effect of Location on Readmission Rates
3.4. Multivariable Analysis Evaluating the Effect of Location on In-Hospital Mortality
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
SD | Spondylodiscitis |
ICD-10 | International Classification of Diseases, 10th Revision |
NRD | Nationwide Readmissions Database |
HCUP | Healthcare Cost and Utilization Project |
CCSR | Clinical Classifications Software Refined |
LOS | Length of Stay |
aOR | Adjusted Odds Ratio |
CI | Confidence Interval |
SITE | Spinal Infection Treatment Evaluation Score |
COVID-19 | Coronavirus Disease 2019 |
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Cervical N = 467 | Cervico-Thoracal N = 32 | Thoracal N = 1120 | Thoraco-Lumbar N = 157 | Lumbar N = 2414 | Lumbo-Sacral N = 407 | Sacral N = 884 | Not Specified N = 66 | p-Value | |
---|---|---|---|---|---|---|---|---|---|
N (%) or | Mean (± SD) | ||||||||
Patient demographics | |||||||||
Age (years) | 57.36 ± 13.83 | 61.06 ± 11.42 | 58.96 ± 14.84 | 65.71 ± 15.44 | 61.51 ± 15.53 | 55.90 ± 15.29 | 61.28 ± 18.72 | 59.56 ± 16.03 | <0.001 |
Male | 302 (64.67) | 24 (75.00) | 684 (61.07) | 89 (56.69) | 1502 (62.22) | 247 (60.69) | 435 (49.21) | 41 (62.12) | <0.001 |
Elixhauser in-hospital mortality index | –0.34 ± 9.63 | 1.78 ± 9.52 | –0.34 ± 9.03 | 0.24 ± 10.41 | –0.72 ± 9.27 | –1.54 ± 9.07 | 0.39 ± 9.24 | 0.59 ± 8.28 | <0.001 |
Elixhauser 30-day readmission index | 5.94 ± 6.12 | 6.72 ± 5.93 | 5.74 ± 5.64 | 6.05 ± 5.78 | 5.50 ± 5.61 | 5.09 ± 5.26 | 4.78 ± 5.30 | 4.12 ± 5.68 | 0.293 |
Admission details | |||||||||
Non-elective admission | 438 (93.79) | 30 (93.75) | 1050 (93.75) | 147 (93.63) | 2266 (93.87) | 382 (93.86) | 827 (93.55) | 58 (87.88) | 0.699 |
Length of stay (days) | 11.15 ± 11.23 | 22.44 ± 42.47 | 11.53 ± 12.47 | 11.59 ± 15.01 | 11.20 ± 13.58 | 9.89 ± 9.89 | 12.39 ± 18.35 | 8.44 ± 10.04 | 0.019 |
Comorbidities | |||||||||
Obesity | 55 (11.78) | * | 182 (16.25) | 24 (15.29) | 412 (17.07) | 56 (13.76) | 125 (14.14) | 11 (16.67) | 0.149 |
Diabetes mellitus type 2 | 124 (26.55) | 11 (34.38) | 359 (32.05) | 53 (33.76) | 732 (30.32) | 86 (21.13) | 197 (22.29) | 13 (19.70) | <0.001 |
Hypertension | 276 (59.10) | 21 (65.63) | 727 (64.91) | 109 (69.43) | 1575 (65.24) | 221 (54.30) | 521 (58.94) | 46 (69.70) | <0.001 |
Depression | 56 (11.99) | * | 152 (13.57) | 22 (14.01) | 358 (14.83) | 66 (16.22) | 120 (13.57) | 10 (15.15) | 0.496 |
Autoimmune disease | 24 (5.14) | * | 40 (3.57) | 10 (6.37) | 108 (4.47) | 21 (5.16) | 23 (2.60) | * | 0.047 |
Chronic lung disease | 87 (18.63) | * | 240 (21.43) | 25 (15.92) | 443 (18.35) | 63 (15.48) | 133 (15.05) | * | 0.015 |
Thyroid disease | 98 (20.99) | * | 174 (15.54) | 22 (14.01) | 363 (15.04) | 61 (15.00) | 178 (20.14) | * | <0.001 |
Heart failure | 60 (12.85) | * | 165 (14.73) | 29 (18.47) | 349 (14.46) | 42 (10.32) | 109 (12.33) | * | 0.040 |
Renal failure | 48 (10.28) | * | 95 (8.48) | 12 (7.64) | 170 (7.04) | 21 (5.16) | 29 (3.28) | * | <0.001 |
Liver failure | * | * | * | * | * | * | * | * | 0.945 |
Cervical N = 467 | Cervico-Thoracal N = 32 | Thoracal N = 1120 | Thoraco-Lumbar N = 157 | Lumbar N = 2414 | Lumbo-Sacral N = 407 | Sacral N = 884 | Not Specified N = 66 | p-Value | |
---|---|---|---|---|---|---|---|---|---|
N (%) or | Mean (± SD) | ||||||||
Readmission | 146 (31.3) | 15 (46.88) | 392 (35.0) | 55 (35.03) | 839 (34.8) | 139 (34.14) | 324 (36.65) | 28 (42.42) | 0.387 |
Time to readmission (days) | 35.33 ± 23.85 | 42.47 ± 27.60 | 34.68 ± 23.14 | 34.87 ± 24.68 | 34.50 ± 22.05 | 33.02 ± 22.94 | 41.07 ± 22.73 | 29.89 ± 23.47 | 0.002 |
In-hospital mortality | * | * | * | * | 25 (1.04) | * | 25 (2.83) | * | <0.001 |
Factor | aOR | 95% CI | p-Value |
---|---|---|---|
Cervical | 0.73 | 0.58–0.92 | 0.007 |
Cervico-thoracal | 1.53 | 0.74–3.18 | 0.256 |
Thoracal | 0.96 | 0.83–1.13 | 0.646 |
Thoraco-lumbar | 1.05 | 0.74–1.49 | 0.794 |
Lumbo-sacral | 0.97 | 0.77–1.23 | 0.824 |
Sacral | 1.08 | 0.91–1.28 | 0.371 |
Not specified | 1.48 | 0.88–2.47 | 0.136 |
Covariates | |||
Age (years) | 0.99 | 0.99–0.99 | <0.001 |
Male | 1.14 | 1.01–1.29 | 0.028 |
Autoimmune disease | 0.80 | 0.59–1.08 | 0.139 |
Depression | 1.14 | 0.97–1.34 | 0.115 |
Chronic lung disease | 1.11 | 0.96–1.29 | 0.153 |
Obesity | 0.85 | 0.72–1.00 | 0.047 |
Heart failure | 1.88 | 1.57–2.24 | <0.001 |
Thyroid disease | 3.62 | 3.11–4.21 | <0.001 |
Hypertension | 1.22 | 1.07–1.40 | 0.004 |
Diabetes mellitus type 2 | 1.00 | 0.87–1.14 | 0.958 |
Liver failure | 2.25 | 0.47–10.81 | 0.312 |
Renal failure | 1.85 | 1.47–2.33 | <0.001 |
Factor | aOR | 95% CI | p-Value |
---|---|---|---|
Cervical | 1.42 | 0.53–3.81 | 0.484 |
Cervico-thoracal | 3.83 | 0.48–30.76 | 0.206 |
Thoracal | 0.78 | 0.35–1.75 | 0.543 |
Thoraco-lumbar | 2.62 | 0.97–7.11 | 0.059 |
Lumbo-sacral | 1.06 | 0.31–3.57 | 0.927 |
Sacral | 3.15 | 1.75–5.69 | <0.001 |
Age (years) | 1.07 | 1.05–1.09 | <0.001 |
Male | 1.32 | 0.80–2.19 | 0.277 |
Autoimmune disease | 0.32 | 0.04–2.38 | 0.268 |
Depression | 1.14 | 0.59–2.22 | 0.694 |
Chronic lung disease | 0.99 | 0.53–1.84 | 0.975 |
Obesity | 0.65 | 0.31–1.35 | 0.247 |
Heart failure | 1.49 | 0.83–2.66 | 0.181 |
Thyroid disease | 0.47 | 0.22–0.99 | 0.048 |
Hypertension | 0.78 | 0.42–1.45 | 0.430 |
Diabetes mellitus type 2 | 1.60 | 0.96–2.68 | 0.071 |
Renal failure | 3.40 | 1.77–6.53 | <0.001 |
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Gerstmeyer, J.; Gorbacheva, A.; Pierre, C.; Kraemer, M.; Gold, C.; Hogsett, C.; Minissale, N.; Godolias, P.; Schulte, T.L.; Schildhauer, T.A.; et al. The Impact of Location on De Novo Spondylodiscitis: Regions Matter but Are Secondary to Comorbidities. J. Clin. Med. 2025, 14, 3303. https://doi.org/10.3390/jcm14103303
Gerstmeyer J, Gorbacheva A, Pierre C, Kraemer M, Gold C, Hogsett C, Minissale N, Godolias P, Schulte TL, Schildhauer TA, et al. The Impact of Location on De Novo Spondylodiscitis: Regions Matter but Are Secondary to Comorbidities. Journal of Clinical Medicine. 2025; 14(10):3303. https://doi.org/10.3390/jcm14103303
Chicago/Turabian StyleGerstmeyer, Julius, Anna Gorbacheva, Clifford Pierre, Mark Kraemer, Colin Gold, Cameron Hogsett, Nick Minissale, Periklis Godolias, Tobias L. Schulte, Thomas A. Schildhauer, and et al. 2025. "The Impact of Location on De Novo Spondylodiscitis: Regions Matter but Are Secondary to Comorbidities" Journal of Clinical Medicine 14, no. 10: 3303. https://doi.org/10.3390/jcm14103303
APA StyleGerstmeyer, J., Gorbacheva, A., Pierre, C., Kraemer, M., Gold, C., Hogsett, C., Minissale, N., Godolias, P., Schulte, T. L., Schildhauer, T. A., Abdul-Jabbar, A., Oskouian, R. J., & Chapman, J. R. (2025). The Impact of Location on De Novo Spondylodiscitis: Regions Matter but Are Secondary to Comorbidities. Journal of Clinical Medicine, 14(10), 3303. https://doi.org/10.3390/jcm14103303