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. 2022 Mar 17;12:4606. doi: 10.1038/s41598-022-08376-w

Risk factors for reoperation after lumbar spine surgery in a 10-year Korean national health insurance service health examinee cohort

Sung Hyun Noh 1,2, Pyung Goo Cho 1, Keung Nyun Kim 2,3, Boeun Lee 4, Jae Kwang Lee 5, Sang Hyun Kim 1,
PMCID: PMC8931065  PMID: 35301349

Abstract

Degenerative lumbar spine disease is becoming increasingly prevalent in the aging population. Surgical treatment is the standard treatment modality for intractable cases, but the reoperation rate remains high. We conducted this study to longitudinally evaluate the impact of health risk factors on the risk of lumbar spine reoperation in Koreans aged over 40 years. Subjects aged > 40 years who underwent their first lumbar spinal surgery between January 2005 and December 2008 were selected and followed up until 2015. A total of 6300 people were included. The reoperation rate during the 10-year follow-up period was 13.2% (831/6300 patients). The reoperation rate was the highest in patients in their 60 s (15.4%, P < 0.05). The reoperation rates were also significantly higher in men (vs. women: 14.7% vs. 11.7%, P < 0.05), smokers (vs. non-smokers: 15.2% vs. 12.7%, P < 0.05), alcohol drinkers (vs. non-drinkers: 14.7% vs. 12.4%, P < 0.05), and those with a higher Charlson Comorbidity Index (CCI) score (CCI 0, 11.6%; 1–2, 13.2%; and ≥ 3, 15%; P < 0.05). Among patients undergoing lumbar spine surgery, reoperation is performed in 13.2% of patients within 10 years. Male sex, age in the 60 s, alcohol use, smoking, higher Hgb and a high CCI score increased the risk of reoperation after lumbar spine operation.

Subject terms: Neurological disorders, Diseases, Health care, Medical research, Risk factors

Introduction

Degenerative lumbar spine disease is a common aging-related spinal disorder; its incidence is increasing in the current aging society1. Surgical treatment is established as the standard treatment modality for intractable cases2. The rate of lumbar spine surgery has increased by more than twofold owing to not only an increase in the prevalence of degenerative lumbar spine disease but also to improvements in surgical techniques, favorable outcomes, and an increase in the number of hospitals and surgeons3,4. However, some patients require reoperation because of complications including infection, fusion failure, and persistent pain and diseases related to progressive degenerative changes or an unrelated previous surgery5,6. Despite improvements in surgical skills and techniques, the reoperation rate remains unimproved, with a 10-year reoperation rate of approximately 20%7. Considering the high prevalence and chronicity of degenerative lumbar spine disease, it is important to understand the risk factors affecting reoperation1.

Population-based studies have shown the longitudinal trends in the lumbar reoperation rate and its relationships with coexisting diseases, demographic characteristics, primary operation type, and preoperative spinal pathology8. However, research on the influence of lifestyle-related factors including smoking, drinking, and exercise on the risk of reoperation after lumbar surgery is lacking. The Korean National Health Insurance Service (NHIS) covers the health insurance of approximately 96% of Koreans aged > 40 years9. All insured persons and their dependents are encouraged to participate in a periodic, mostly biennial, general health examination. Data from these examinations are then periodically collected by the NHIS-Health Screening Cohort (NHIS-HEALS) to obtain a large dataset on factors such as smoking, drinking, height, weight, blood pressure, and basic biochemical data9. The present study aimed to longitudinally evaluate the impact of health risk factors on lumbar spine reoperation among Koreans aged over 40 years.

Methods

Study design and data source

This retrospective study was approved by the Institutional Review Board of the hospital (Ajou University Institutional Review Board and Ethics Committee 2021-01-009). All methods were performed in accordance with the relevant guidelines and regulations. All participants agreed to fill out an informed consent form. The Korean NHIS database was used to create cohorts of all Korean health examinees who underwent the biennial health examination. The NHIS, a single insurance company, was started in 2006 by consolidating more than 366 medical insurance organizations for efficient system operation in Korea10.

All insured individuals and their dependents are classified as insured employees, insured self-employed individuals, or medical aid beneficiaries. They are encouraged to participate in a general health examination, usually conducted every other year9. The NHIS-HEALS database includes demographic and medical treatment data as well as information on health risk factors such as smoking, drinking, height, weight, blood pressure, fasting blood glucose levels, and exercise9.

Patient selection

Individuals aged > 40 years who underwent their first lumbar spinal surgery between January 2005 and December 2008 were selected and followed-up until 2015. The inclusion criteria were patients who underwent open discectomy (OD), decompressive laminectomy, percutaneous endoscopic lumbar discectomy (PELD), and spinal fusion to treat degenerative lumbar disease. The exclusion criteria were patients who underwent lumbar spine surgery in the previous 3 years (2002–2004) and lumbar spine surgery for fractures, infections, tumors, or inflammatory disease. Among the 6473 patients identified, 173 patients who underwent the surgery in the previous 3 years (2002–2004, n = 75) and who had undergone lumbar spinal surgery for fractures, infections, tumors, or inflammatory disease (n = 98) were excluded. Finally, a total of 6300 people were enrolled, and 831 of them underwent revision surgery. The patient selection flowchart is shown in Fig. 1.

Figure 1.

Figure 1

Cohort definition. Individuals aged > 40 years who underwent their first lumbar spinal surgery between January 2005 and December 2008 were selected and followed-up until 2015. Among the 6473 patients identified, 173 patients who underwent the surgery in the previous 3 years (2002–2004, n = 75) and who had undergone lumbar spinal surgery for fractures, infections, tumors, or inflammatory disease (n = 98) were excluded. Therefore, a total of 6300 patients were enrolled, and 831 of them underwent revision surgery.

Variables

The operation codes were standardized to file claims for medical fees to the NHIS. Lumbar spine-related surgery included OD, laminectomy, PELD, and spinal fusion. The specific surgical level was not evaluated as the claims data did not specify the detailed surgical level. Thus, reoperation in this study was presumed to include surgery at both the index level and another lumbar level6. Reoperation was defined as lumbar surgery in the follow-up period after a diagnosis of lumbar degenerative disease. Variables were identified using the International Classification of Diseases, Tenth Revision (ICD-10) codes. Lumbar spine diseases included lumbar disc herniation (codes: M4720-9, M5410, M5412, M5413, M5419, and M511), lumbar spinal stenosis without spondylolisthesis (codes: M4800 and M4805-8), lumbar spinal stenosis with spondylolisthesis (codes: M431 and M4315), and lumbar spondylolysis (codes: M430 and M4306-9). Lumbar spine surgery included OD (code N1493), which contains medial lamino-facetectomy, biportal endoscopic discectomy, and biportal endoscopic decompression; laminectomy (codes: N1499 and N2499), PELD (code N1494); and spinal fusion (codes: N0466, N1466, N0469, N2470, N1460, and N1469).

Comorbidities were evaluated using the modified Charlson Comorbidity Index (CCI) presented by Quan et al.11 Coexisting disease was defined as three or more visits to an outpatient clinic or at least 2 days of hospitalization with a diagnosis specified following the Major Disease Code of the year of enrollment12. Age was divided into five groups: 40 s, 50 s, 60 s, 70 s, and ≥ 80 s. Residence was divided into 16 categories based on the registration address. Eligibility for health insurance was classified into six categories: 1, regional member household head; 2, regional member household member; 5, employee; 6, dependent of an employee; 7, household head; and 8, household member.

Insurance premiums were divided into 11 levels according to income, with the level increasing with increasing income. Participants were categorized according to smoking status as non-smoker (no smoking or a history of smoking with cessation) and current (active smoking). Alcohol use was categorized as no (do not drink) and yes (drink 2–3 times a month, 1–2 times a week, 3–4 times a week, and every day). The frequency of exercise was divided into three categories: 1 (no exercise), 2 (≥ 30 min, 1–2 times a week or 3–4 times a week), and 3 (≥ 30 min daily or 5–6 times a week).

Statistical analysis

Patient characteristics were presented as the mean ± standard deviation for continuous variables and the frequency (percentage) for categorical variables. The cumulative incidence and 95% confidence interval (95% CI) of reoperation were calculated using a nonparametric method. Pearson’s chi-square test was performed to investigate differences between the reoperation group and non-reoperation group. The significant influencing factors of reoperation were identified according to hazard ratios and 95% CIs obtained via univariate and multivariate Cox proportional hazard regression analyses. The covariates used for multivariate are sex, age, BMI, smoking, alcohol drinking, exercise, blood sugar, total cholesterol, hemoglobin, and CCI. All statistical analyses were performed using SPSS (version 23.0, SPSS, Chicago, IL, USA) and SAS (version 9.2, SAS, Cary, NC, USA). A P-value < 0.05 was considered statistically significant.

Results

Patient characteristics

A total of 6300 patients (3076 [49%] men and 3224 [51%] women) with a mean age of 60.5 ± 9.1 years were evaluated. The patients’ clinicodemographic characteristics are described in Table 1. Most of the patients were in their 60 s, followed by those in their 50 s, 70 s, and 40 s, with the minority being in their 80 s. Lumbar spinal stenosis with spondylolisthesis (61%) was the most common diagnosis, followed by lumbar disc herniation (28%), lumbar spinal stenosis without spondylolisthesis (7%), and lumbar spondylolysis (4%). The most common surgical approach was OD (43%), followed by spinal fusion (39%), laminectomy (14%), and PELD (4%).

Table 1.

Patient demographics.

Category Number
Sex
Male 3076 (49%)
Female 3224 (51%)
Diagnosis
Lumbar disc herniation 1739 (28%)
Lumbar spinal stenosis without spondylolisthesis 466 (7%)
Lumbar spinal stenosis with spondylolisthesis 3840 (61%)
Lumbar spondylolysis 255 (4%)
Surgical method
Open discectomy 2696 (43%)
PELD 242 (4%)
Fusion 2433 (39%)
Laminectomy 929 (14%)
Age, years
40 ~ 49 908 (14%)
50 ~ 59 2007 (32%)
60 ~ 69 2272 (36%)
70 ~ 79 1047 (17%)
80 ~  66 (1%)
Residence
Seoul 940 (15%)
Pusan 356 (6%)
Daegu 248 (4%)
Incheon 330 (4%)
Gwangju 204 (3%)
Daejeon 224 (4%)
Ulsan 161 (3%)
Gyeonggi-do 1212 (19%)
Gangwon-do 244 (4%)
Chungbuk-do 237 (4%)
Chungnam-do 420 (7%)
Jeonbuk-do 371 (6%)
Jeonnam-do 420 (7%)
Gyeongbuk-do 441 (7%)
Gyeongnam-do 433 (6%)
Jeju-do 59 (1%)
Insuracne eligibility
1 1254 (19%)
2 861 (17%)
5 1211 (18%)
6 2834 (44%)
7 111 (1.5%)
8 29 (0.5%)
Health insurance premium
Medical benefit 140 (2%)
1 392 (6%)
2 365 (6%)
3 384 (6%)
4 479 (8%)
5 480 (8%)
6 625 (10%)
7 645 (10%)
8 727 (11%)
9 981 (15%)
10 1082 (18%)
BMI, kg/m2
 < 20 345 (5%)
20 <  < 25 3320 (52%)
25 <  2635 (43%)
Smoking
Yes 1158 (18%)
No 5142 (82%)
Alcohol drinking
Yes 2194 (35%)
No 4106 (65%)
Exercise
1 3737 (59%)
2 1846 (29%)
3 717 (12%)
CCI
0 1650 (26%)
1–2 3258 (51%)
 ≥ 3 1392 (23%)
Blood sugar (mg/dl) 100.49 ± 30.43
Total Cholesterol (mg/dl) 202.15 ± 38.14
Hemoglobin (g) 13.78 ± 1.44

PELD, Percutaneous endoscopic lumbar discectomy; BMI, Body mass index;

CCI, Charlson comorbidity index.

Comparisons between the no reoperation and reoperation groups

Reoperation was needed in 831 of the 6300 patients (13.2%). The overall 1-, 2-, 3-, 5-, and 11-year cumulative incidence rates of reoperation were 3.2%, 4.8%, 6.3%, 9.1%, and 13.2%, respectively. Table 2 shows the patient characteristics according to the occurrence of reoperation. In total, 453 of the 3076 male patients (14.7%) and 376 of the 3224 female patients (11.7%) underwent reoperation, with the rate being significantly higher in men than in women (P = 0.0004). Meanwhile, although the reoperation rates were higher, the difference did not reach significance in those with lumbar spinal stenosis with spondylolisthesis (14.3%) and those who underwent PELD as the first surgery (22.3%). However, the reoperation rates were significantly higher in the 60 s group than in the other age groups (15.5%, P = 0.0022), in smokers than in non-smokers (15.2% vs 12.7%, P = 0.0254), in alcohol drinkers than in non-alcohol drinkers (14.7% vs 12.4%, P = 0.0086), and in those with a high CCI score than in those with a low CCI score (CCI 0: 11.6%; CCI 1–2, 13.2%; CCI ≥ 3, 15%; P = 0.0202). The other factors did not show significant difference.

Table 2.

Comparisons between the No reoperation and reoperation groups.

Category No reoperation (n = 5469) Reoperation (n = 831) P-value
Sex
Male 2623 453 (14.7%)
Female 2846 378 (11.7%) 0.0004*
Diagnosis
Lumbar disc herniation 1516 223 (12.8%)
Lumbar spinal stenosis without spondylolisthesis 440 26 (5.6%)
Lumbar spinal stenosis with spondylolisthesis 3291 549 (14.3%)
Lumbar spondylolysis 222 33 (12.9%) 0.5272
Surgical method
Open discectomy 2323 373 (13.8%)
PELD 188 54 (22.3%)
Fusion 2163 270 (11.1%)
Laminectomy 795 134 (14.4%) 0.4521
Age, years
40 ~ 49 804 104 (11.5%)
50 ~ 59 1771 236 (11.8%)
60 ~ 69 1921 351 (15.5%)
70 ~ 79 914 133 (12.7%)
80 ~  59 7 (10.6%) 0.0022*
Residence
Seoul 812 128
Pusan 312 44
Daegu 218 30
Incheon 292 38
Gwangju 179 25
Daejeon 187 37
Ulsan 143 18
Gyeonggi-do 1053 159
Gangwon-do 204 40
Chungbuk-do 204 33
Chungnam-do 369 51
Jeonbuk-do 312 59
Jeonnam-do 377 43
Gyeongbuk-do 380 61
Gyeongnam-do 372 61
Jeju-do 55 4 0.4379
Insuracne eligibility
1 1078 176
2 757 104
5 1047 164
6 2466 368
7 94 17
8 27 2 0.6406
Health insurance premium
Medical benefit 121 19
1 344 48
2 314 51
3 340 44
4 412 67
5 422 58
6 540 85
7 548 97
8 625 102
9 857 124
10 946 136 0.8635
BMI, kg/m2
 < 20 306 39 (11.3%)
20 <  < 25 2892 428 (12.9%)
25 <  2271 364 (13.8%) 0.3286
Smoking
Yes 982 176
No 4487 655 0.0254*
Alcohol drinking
Yes 1871 323
No 3598 508 0.0086*
Exercise
1 3250 487
2 1616 230
3 603 114 0.0627
CCI
0 1459 191
1–2 2827 431
 ≥ 3 1183 209 0.0202*
Blood sugar 100.57 ± 30.60 99.96 ± 29.29 0.5929
Total cholesterol 202.29 ± 38.42 201.27 ± 36.27 0.4569
Hemoglobin 13.76 ± 1.44 13.90 ± 1.42 0.086

PELD, Percutaneous endoscopic lumbar discectomy; BMI, Body mass index;

CCI, Charlson comorbidity index.

*Statistically significant.

Cumulative number and incidence of reoperation

Table 3 shows the cumulative number and incidence of reoperation. The overall cumulative incidence of reoperation was 3.2% at 1 year, 4.8% at 2 years, 6.3% at 3 years, 9.1% at 5 years, and 13.2% at 11 years.

Table 3.

Cumulative number and incidence of reoperation.

OD Lami PELD Fusion Total
3 month 47 11 10 10 78
6 month 78 15 12 23 128
1 year 117 31 16 39 203 (3.2%)
2 years 161 54 22 67 304 (4.8%)
3 years 199 67 33 98 397 (6.3%)
4 years 234 88 37 126 485 (7.7%)
5 years 272 102 40 162 576 (9.1%)
6 years 310 111 45 191 657 (10.4%)
7 years 334 124 47 221 726 (11.5%)
8 years 352 127 50 243 772 (12.3%)
9 years 368 131 51 259 809 (12.8%)
10 years 373 134 54 270 831 (13.2%)

OD, Open discectomy; Lami, Laminectomy; PELD, Percutaneous endoscopic lumbar discectomy.

Univariate and multivariate logistic regression analyses of factors influencing reoperation

The results of univariate and multivariate logistic regression analyses for the influencing factors of reoperation are shown in Table 4. Univariate logistic regression analysis identified hemoglobin count (P = 0.0251) and a CCI score of ≥ 3 as significant factors (P = 0.0188). However, only a CCI score of ≥ 3 was a significant factor in multivariate logistic regression analysis (P = 0.0208).

Table 4.

Univariate and multivariate logistic regression analyses of factors influencing reoperation.

Variable Univariable analysis Multivariable analysis
HR 95% CI P-value HR 95% CI P-value
Sex Female 1 1
Male 1.191 0.908–1.561 0.2064 0.978 0.658–1.453 0.911
Age 40 ~ 49 1 1
50 ~ 59 1.109 0.798–1.542 0.5365 1.084 0.776–1.515 0.6349
60 ~ 69 1.251 0.868–1.803 0.2301 1.191 0.814–1.742 0.3672
70 ~ 79 1.034 0.595–1.8 0.9045 1.017 0.573–1.805 0.9544
80 ~  1.322 0.183–9.548 0.7818 1.477 0.199–10.951 0.7031
BMI  < 20 1 1
20 <  < 25 1.272 0.667–2.424 0.4657 1.231 0.641–2.365 0.5332
25 <  1.448 0.755–2.778 0.2652 1.365 0.702–2.654 0.3594
Smoking No 1 1
Yes 1.204 0.893–1.624 0.2241 1.173 0.836–1.646 0.3553
Alcohol drinking No 1 1
Yes 1.099 0.844–1.43 0.4837 1.044 0.759–1.435 0.7918
Exercise 1 1 1
2 0.79 0.587–1.062 0.1187 0.753 0.556–1.02 0.0674
3 1.051 0.694–1.591 0.8142 1.023 0.673–1.554 0.9164
Blood sugar (mg/dl) 1.002 0.997–1.006 0.4223 1 0.995–1.005 0.9936
Total Cholesterol (mg/dl) 1 0.997–1.004 0.9437 1 0.996–1.003 0.8421
Hemoglobin (g) 1.11 1.013–1.216 0.0251* 1.12 0.993–1.262 0.0647
CCI 0 1 1
1 ~ 2 1.243 0.912–1.692 0.1681 1.253 0.915–1.716 0.159
 ≥ 3 1.616 1.083–2.412 0.0188* 1.635 1.078–2.481 0.0208*

HR, hazard ratio; CI, confidence interval, PELD, Percutaneous endoscopic lumbar discectomy; BMI, Body mass index; CCI, Charlson comorbidity index.

*Statistically significant.

Discussion

Data on the influence of lifestyle-related factors, including smoking, drinking, and exercise, on the risk of reoperation after lumbar surgery are limited. This study found that male sex, older age, alcohol use, smoking, and a high CCI score increased the risk of reoperation. To our best knowledge, this study is the first to longitudinally evaluate the impact of lifestyle habits and comorbidities on the risk of reoperation after spine surgery.

There are several studies on reoperation after the first spine surgery4,6,7,1315. Martin et al. assessed the rate of reoperation after decompression or fusion lumbar surgery using data of 26,675 patients registered in the Washington Administration database7. The cumulative incidence of reoperation was 19.0% over an 11-year follow-up period, and the reoperation rates did not differ according to diagnosis. Davis et al. reported that the average rate of reoperation after lumbar disc surgery was 6% over 10.8 years16. Vik et al.17 reported a reoperation rate of 24% over an 8-year follow-up period. Kim et al. showed an increasing trend in the cumulative reoperation rate after spine surgery in Korea in 2008, with the rate being 5.4% at 3 months, 7.4% at 1 year, 9% at 2 years, 10.5% at 3 years, 12.1% at 4 years, and 13.4% at 5 years4,6. In their consequent 10-year follow-up study, the overall cumulative incidence of reoperation after lumbar disc surgery was 4% at 1 year, 6% at 2 years, 8% at 3 years, 11% at 5 years, and 16% at 10 years18. Jung et al. similarly reported an increasing trend in the overall cumulative incidence of reoperation for spinal canal stenosis, with the rate being 3.7% at 1 year, 6.2% at 2 years, 8.3% at 3 years, 10.8% at 5 years, and 18.4% at 10 years19. In line with these findings, the overall cumulative incidence of reoperation in our study was 3.2% at 1 year, 4.8% at 2 years, 6.3% at 3 years, 9.1% at 5 years, and 13.2% at 11 years. Due to the use of NHIS-HEALS data, the reoperation rate was similar to those in other previous studies.

Several studies have proposed male sex as a risk factor for reoperation. Park et al.8 and Kim et al.18 reported higher rates of reoperation in men than in women. This could be because back pain is more common in male patients than in female patients20. Further, preoperative low back pain tends to be associated with worse surgical outcomes in patients with spinal disorders21. Consistently, we found significantly higher rates of reoperation in men than in women (14.7% vs 11.7%, P = 0.0004).

Several studies have published the reoperation rate according to the method of spine surgery. Martin et al.7 compared the rate of reoperation between fusion only and decompression only and found higher rates with the former approach (16.7% vs 15.8%). Kim et al. compared the 90-day reoperation rates among fusion, laminectomy, OD, endoscopic discectomy, and nucleolysis and found higher rates with laminectomy and lower rates with endoscopic discectomy than with OD. Meanwhile, there was no significant difference in the reoperation rate between the other surgical methods. Kim et al.18 also found a higher reoperation rate with PELD than with fusion, OD, and laminectomy. In the current study, the reoperation rate with PELD was 22.3%; laminectomy, 14.4%; OD, 13.8%; and fusion, 11.1%, with no significant differences.

Age is also proposed as a risk factor for reoperation. Kim et al.6 reported that age increases the risk of reoperation because of aging-related degenerative changes. In general, the reason for reoperation after spinal surgery is thought to be recurrence at the site of disc surgery or adjacent segment disease at the upper and lower levels or nonunion. Martin et al. compared the reoperation rates between patients aged ≤ 60 years and > 60 years and found significantly higher rates in those aged > 60 years7. Similarly, the rate of reoperation in our study was significantly higher in the 60 s group than in the other age groups. (P = 0.0022).

Alcohol use and smoking have been reported to influence the outcome of spinal reoperation2225. In the study by Anderson et al.22, 51% and 33% of patients with and without recurrent lumbar disc herniation (LDH) were smokers, respectively. Importantly, smoking had a significant effect on the recurrence of LDH (P < 0.05). Fritzell et al.25 also reported that smoking is a risk factor for no improvement in leg pain after the first surgery. Passias et al.23 found that alcohol consumption more than two times a week was a risk factor for pseudoarthrosis after spine surgery and eventually led to reoperation. In contrast, Elsamadicy et al.24 reported that alcohol use had no effect on the 30-day readmission or complication rates after adult spinal deformity surgery. In our study, alcohol consumption and smoking were significant risk factors for reoperation. (P = 0.0086/P = 0.0254).

The associations between comorbid diseases and the risk of reoperation after spinal surgery have been investigated in several studies4,6,8,19. Kim et al.6 reported that the presence of comorbidities increased the risk of reoperation within 90 days of spinal surgery. Park et al.8 also showed that comorbid diabetes was an important risk factor for reoperation. Jung et al.19 reported a higher reoperation rate in patients with a CCI score of 1–2 than in patients with a CCI score of 0. In our study, there was a trend toward a significantly higher rate of reoperation with increasing CCI scores (P = 0.0202). A multivariate analysis revealed that CCI score ≥ 3 was the only risk factor for reoperation (P = 0.0208).

As with other nationwide big data studies, our research has some limitations. First, we used the NHIS-HEALS cohort and not the entire population. Second, clinical information about pain levels, neurological condition, quality of life, functional outcomes, radiographic findings, the complexity of the operation, and the reasons for reoperation was not available. Third, analyzing the rate of reoperation can underestimate or overestimate the rate of surgical failure. Fourth, reoperation included secondary spinal surgery that was not specifically performed at the index level. Fifth, this was not a randomized comparative study; the choice of surgical method might have varied according to surgeon and facility. Sixth, the findings from this patient population from a national database may not be generalizable to an international population. However, unlike the nationwide cohorts and sample cohorts used in previous big data studies, the NHIS-HEALS cohort includes information on lifestyle factors and certain blood parameters. This study identified further risk factors associated with lumbar spine reoperation.

In conclusion, we found that among Korean patients aged > 40 years who undergo lumbar spine surgery, 13.2% undergo reoperation within 11 years. Male sex, age in the 60 s, alcohol use, smoking, higher Hgb, and a high CCI score increased the risk of reoperation. This information will be beneficial for lowering reoperation rates in these patients.

Author contributions

All authors made substantial intellectual contributions to this study to qualify as authors. Noh and Kim contributed to the study design, acquisition of data, analysis of data, and interpretation of results. All authors read and approved the final manuscript.

Competing interests

The authors declare no competing interests.

Footnotes

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

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