Literature DB >> 32021221

Risk Factors of Pulmonary Complications After Minimally Invasive Surgery for Elderly Patients with Vertebral Compression Fractures.

Hua-Xing Zhang1,2, Yong Shen3, Jia Chen2, Long Zhang2, Wei Lin1.   

Abstract

PURPOSE: To determine the risk factors for pulmonary complications after minimally invasive surgery in elderly patients with vertebral compression fractures (VCFs).
METHODS: A total of 233 elderly patients (age ≥ 65 years) with VCFs, who underwent percutaneous vertebroplasty (PVP) or percutaneous kyphoplasty (PKP) surgery at Hebei General Hospital from January 2011 to December 2016, were retrospectively analyzed. Risk factors and the effects of the model were determined by univariate logistic regression analyses and the receiver operating characteristic (ROC) curve, respectively. A risk assessment scale was established based on the risk factors, as well as physiological and surgical scores for mortality and morbidity. The risk assessment scale prospectively evaluated risk factors of pulmonary complications after minimally invasive surgery for elderly patients with VCFs from January to June 2017.
RESULTS: 27 patients were diagnosed with pulmonary complications (27/233, 11.59%). There were statistically significant differences between patients with and without pulmonary complications in terms of age, body mass index (BMI), smoking, cardiovascular diseases and old fractures between patients with and without pulmonary complications (P < 0.05). Logistic regression analysis showed that smoking, cardiovascular diseases and old fractures were risk factors (P < 0.05) and area under the curve was 0.738 (95% confidence intervals (CI): 0.648-0.828). 53 elderly patients with VCFs were assessed, 5 of them occurred pulmonary complications. Areas under the curve of preoperative and total risk assessment values were all 0.925.
CONCLUSION: Significant risk factors of pulmonary complications were BMI, cardiovascular diseases and old fractures for patients aged 65 years or elderly with VCFs after minimally invasive surgery. The risk assessment scale gained high accuracy.
© 2020 Zhang et al.

Entities:  

Keywords:  elderly patients; pulmonary complications; risk factors; vertebral compression fractures

Year:  2020        PMID: 32021221      PMCID: PMC6970106          DOI: 10.2147/TCRM.S231383

Source DB:  PubMed          Journal:  Ther Clin Risk Manag        ISSN: 1176-6336            Impact factor:   2.423


Introduction

Vertebral compression fractures (VCFs) may be defined as either a radiographic or a symptomatic clinical event, it was with a high prevalence in females (≥ 50 years).1 Patients with VCFs may experience severe and prolonged pain that can markedly affect the quality of life. Percutaneous vertebroplasty (PVP) and percutaneous kyphoplasty (PKP) are minimally invasive methods of treating VCFs. PVP is used to stabilize the fracture through injecting polymethylmethacrylate (PMMA) into the vertebral body. PKP uses a balloon to raise the vertebral body height firstly and then inject PMMA. A systematic review suggested that minimally invasive surgery decreased blood loss, operative time, and complication rates in comparison to standard open spine surgery.2 PVP and PKP are two preferred surgeries for elderly patients with VCFs, for the benefits of smaller trauma and shorter needed time.3–5 Some studies have reported that elderly patients (aged 65 years or elderly) have a significantly increased risk of postoperative infection, of which pulmonary complications are particularly common in clinical treatment.6,7 For example, complications of pulmonary embolism (PE), infection and paraplegia would occur after PVP and PKP.8–10 More underlying diseases, bigger trauma after spinal surgery and longer operation time are all risk factors for increased incidence of postoperative pulmonary complications.11–13 The occurrence of postoperative pulmonary complications significantly increased the in-hospital morbidity and mortality, as well as prolonged hospitalization, increased costs, and compromised quality of life.12,14–17 However, the risk factors of pulmonary complications after minimally invasive surgery for elderly patients with VCFs have not been reported and no risk assessment table established. Lee et al have reported that age and surgical invasiveness were significant risk factors for patients who underwent spine procedures to infect complications during the perioperative period.13 Specialists believed that quantitative indicators based on these risk factors can help clinicians to stratify the risk of perioperative complications in patients undergoing spinal surgery.13,17 After stratifying the risk factors, measures of prevention and treatment of perioperative complications were determined. All of these results could be used to establish prediction models whereby the probability of a postoperative complication can be predicted for each patient who undergoes spine surgery. Therefore, in this study, elderly patients (age ≥ 65 years) with VCFs, who underwent PVP or PKP at Hebei General Hospital from January 2011 to December 2016, were included. It might be the first time to determine risk factors of pulmonary complications after minimally invasive surgery for elderly patients with VCFs by univariate and binary logistic regression analyses. A risk assessment scale for such patients attempted to be established based on the relevant literature and our findings, which may be efficient for doctors and nurses to assess the risk of postoperative pulmonary complications.

Patients and Methods

Patients

The research was approved by the ethics committee of Hebei General Hospital (NO. 201821). Written informed consent was obtained from all individual participants. Patients who underwent PVP or PKP at Hebei General Hospital from January 2011 to December 2016 were retrospectively collected and studied. Inclusion criteria of patients were as follows: 1) age ≥ 65 years; 2) fulfilled the follow-up no less than 1 year after surgery; 3) with VCFs; 4) diagnosed by PVP or PKP surgery. The exclusion criteria of patients were as follows: 1) with severe pulmonary disease before operation; 2) were diagnosed with combining fractures in other parts; 3) had incomplete data; 4) age < 65 years.

Diagnostic of VCFs and Pulmonary Complication

VCFs were diagnosed by imaging tests such as X-ray or computed tomography (CT) scan. According to the imaging test, vertebral morphology changes, such as flattening, wedge change and pedicle damage, were defined as VCFs. Fractures within 3 weeks were considered as fresh fractures, and fractures older than 3 weeks were considered to be old fractures. The time of fracture was judged by the patients’ self-reported injury and the earliest diagnosis imaging of VCFs. In the present study, fever, pulmonary inflammation, upper respiratory tract infection, venous thrombosis of lower extremity, urinary infection, pleural effusion, arrhythmia and gastrointestinal discomfort were all the complications after operation. Pulmonary complication was diagnosed by patients’ symptoms of pulmonary inflammation, upper respiratory tract infection, pulmonary embolism and pleural effusion.

PVP or PKP Surgery

PVP and PKP are the preferred treatment for elderly patients with VCFs. PVP is a process of injecting bone cement into the fractured vertebra under local anesthesia, which is performed under the guidance of fluoroscopy. A disposable bone biopsy needle or trocar is inserted into the vertebral body for operation through the safe path under imaging guiding.18,19 PVP is mainly used for VCFs with a small degree of fracture compression, not significant loss of vertebral height and inconspicuous kyphosis. PKP uses an expandable bone filler to restore the vertebral body and reach to its original height, as well as create a cavity to be filled with bone cement.18,19 PKP is mainly used for VCFs with significant loss of vertebral height and obvious kyphosis. PVP and PKP have no absolute differences in surgical indications. In addition, patients’ income will also affect the choice of surgical methods, because PKP is more expensive than PVP surgery.

Risk Factors

Gender, age, body mass index (BMI), smoking, alcohol abuse, diabetes, cardiovascular diseases, prior spine surgery, surgical procedure, surgical site, surgical levels, old fractures, preoperative hospitalization days, hospitalization days and grade of visual analogue score (VSA) were used to analyze the risk factors of pulmonary complications after minimally invasive surgery for elderly patients with VCFs. The duration of old fractures are defined as ≥ 3 weeks.

Establishment of the Risk Assessment Scale

A risk assessment scale about elderly patients (age ≥ 65 years) with VCFs after treating by PVP or PKP surgery was established based on physiological and surgical scores for mortality and morbidity as well as our finding14 (Table 3). Assessment indicators included age, BMI, smoking duration, the number of combined diseases, duration of VCFs, bed rest duration. The highest score was 19 of all these indicators (Table 3). Preoperative hospitalization days, type of anesthesia, duration of operation would also be involved in postoperative evaluation. Each index owned scores which are separated by three levels, 1 point, 2 point and 3 point, respectively. The highest total score is 28 points (Table 3). A total of 53 elderly patients with VCFs were enrolled in the study to test the accuracy of the risk assessment scale. Inclusion criteria: 1) age ≥ 65 years; 2) patients with VCFs who would be treated with PVP or PKP; 3) in general good condition; 4) patients without bedridden. Exclusion criteria: 1) patients with severe pulmonary disease before operation; 2) combining with fractures other than the spine; 3) requiring other operations.
Table 3

Risk Assessment Scale of Pulmonary Complications After Minimally Invasive Surgery for Elderly Patients with VCFs

StageItemsGrading Rules and ScoresScore
123
Preoperative assessment1. Age (years)65–7475–84≥ 85
2. BMI18–2324–29≥ 30, < 18
3. Smoking duration (years)< 1011–20≥ 21
4.1 Combined diseases (number)12≥ 3
4.2 Chronic pulmonary diseasesYes
5. Duration of VCFs (days)≤ 78–20≥ 21
6. Bed rest duration (days)≤ 78–20≥ 21
Preoperative assessment scores
Postoperative assessment7. Preoperative LOS12≥ 3
8. Type of anesthesiaLocalSpinalGeneral
9. Duration of operation (minutes)> 30> 60> 90
Total scores

Abbreviations: BMI, body mass index; Combined diseases, diabetes mellitus, chronic cardiovascular and cerebrovascular diseases; LOS, length of stay.

Univariate Analysis of Related Factors Between Patients with and Without Pulmonary Complications Abbreviations: PC, pulmonary complications; NPC, no pulmonary complications; CI, confidence intervals; BMI, body mass index; PKP, percutaneous kyphoplasty; PVP, percutaneous vertebroplasty; LOS, length of stay; VSA, visual analogue score. Unconditional Binary Logistic Regression Analysis of Risk Factors for Pulmonary Complications Abbreviations: CI, confidence intervals; BMI, body mass index. Risk Assessment Scale of Pulmonary Complications After Minimally Invasive Surgery for Elderly Patients with VCFs Abbreviations: BMI, body mass index; Combined diseases, diabetes mellitus, chronic cardiovascular and cerebrovascular diseases; LOS, length of stay.

Statistical Analysis

Statistical analysis was performed using SPSS 21.0 (IBM). Continuous variables were expressed as means ± standard deviation and analyzed by independent samples T test. χ2 test was used for categorical and discrete variables. Risk factors were searched by unconditional binary logistic regression, which were independent variables with univariate analysis of P < 0.05, and the dependent variables were with or without pulmonary complication. The ROC curve was used to evaluate the effect of the logistic regression model. P value of less than 0.05 was considered significant.

Results

A total of 249 patients were enrolled in this study. However, among them, 13 patients with severe pulmonary disease before operation and 3 patients without following up were excluded. Finally, a total of 233 patients were included in this retrospective study, among which 27 patients (11.59%) had pulmonary complications after surgery including pleural effusion in 7 patients and pulmonary infection in 20 patients. These 27 patients were 78.89±7.65 years old and included 11 females and 16 males. The remaining 206 patients (88.41%) without pulmonary complications were 75.56±6.62 years and included 148 females and 58 males. There were statistically significant differences between patients with and without pulmonary complications in terms of age, BMI, smoking, cardiovascular diseases, old fractures (P < 0.05, Table 1).
Table 1

Univariate Analysis of Related Factors Between Patients with and Without Pulmonary Complications

Risk FactorsPC (n=27)NPC (n=206)Odds Ratio95% CIP-value
Gender
 Male11581.7540.768–4.0050.178
 Female16148
Age78.89±7.6575.56±6.620.606–6.0460.017
 BMI25.19±2.8423.56±3.050.397–2.8410.01
Smoking
 Yes11472.3261.010–5.3540.043
 No16159
Alcohol abuse
 Yes4350.850.277–2.6100.992
 No23171
Diabetes
 Yes6361.3490.508–3.5800.736
 No21170
Cardiovascular diseases
 Yes19992.5671.075–6.1280.029
 No8107
Prior spine surgery
 Yes5580.580.210–1.6040.289
 No22148
Surgical procedure
 PKP9471.6910.713–4.0120.229
 PVP18159
Surgical site
 Thoracic11860.78
 Lumbar13105
 Thoracic + LumbarLumbar Lumbar Lumbar315
Surgical levels
 1221511.6030.579–4.4400.361
 ≥ 2555
Older fractures
 Yes7203.2551.226–8.6430.031
 No20186
Preoperative LOS2.85±3.491.92±1.72−0.470–2.3290.185
Total LOS5.59±4.725.79±6.49−2.741–2.3540.881
Grade of VSA
 ≤ 5221581.3370.480–3.7110.577
 > 5548

Abbreviations: PC, pulmonary complications; NPC, no pulmonary complications; CI, confidence intervals; BMI, body mass index; PKP, percutaneous kyphoplasty; PVP, percutaneous vertebroplasty; LOS, length of stay; VSA, visual analogue score.

Meaningful factors (age, BMI, smoking, cardiovascular diseases, old fractures) and risk factors (smoking and age) considered by clinical experts were added to unconditional binary logistic regression analysis. Logistic regression analysis showed that BMI, cardiovascular diseases and old fractures were risk factors of pulmonary complications after PVP or PKP surgery for elderly patients with VCFs. (P < 0.05, Table 2). Area under the receiver operating characteristic curve (AUC) can be used to measure the reliability of the model, with values close to 1.0 indicating high diagnostic accuracy.13,20 AUC was 0.738 (95% CI: 0.648–0.828, Figure 1), which meant the above indicators were reliability.
Table 2

Unconditional Binary Logistic Regression Analysis of Risk Factors for Pulmonary Complications

Risk FactorsβOR95% CIStandardized ErrorWald χ2P-value
BMI1.0322.8071.14–6.940.4624.9990.025
Cardiovascular diseases1.6225.0651.72–14.880.5508.7100.003
Older fractures1.2143.3681.45–7.830.4317.9510.005

Abbreviations: CI, confidence intervals; BMI, body mass index.

Figure 1

Area under the curve of the predicted meaningful and risk factors.

Area under the curve of the predicted meaningful and risk factors. Based on Physiological and Operative Severity Score for the Enumeration of Mortality and Morbidity (POSSUM),13,21 a risk assessment table was established for patients in this study (Table 3). There were 9 evaluation indicators including preoperative and postoperative evaluation indicators. Age, BMI, smoking duration, number of combined diseases, duration of vertebral compression fractures and bed rest duration were preoperative evaluation indicators. The postoperative evaluation indicators include preoperative hospitalization days, type of anesthesia and duration of operation were postoperative evaluation indicators. Each index scored 1, 2 and 3 points, respectively. The highest total score was 28 (Table 3). 53 elderly patients with VCFs were assessed from January to June 2017, among them 5 patients occurred pulmonary complications after PVP or PKP (3 patients with pleural effusion and 2 patients with pulmonary infection) (Table 4). The 5 patients with pulmonary complications aged from 72 to 94 years (average 84.6 years) and included 3 males and 2 females. The 48 patients without pulmonary complications aged from 65 to 90 years (average 74.3 years) and included 9 males and 39 females. The ages ranged from 90 to 65, with an average age of 74.3. Risk assessment table was used to assess the specific values (Table 4). All the above data were analyzed by ROC curve and the area under the curve could evaluate the accuracy of the assessment. Area under the curve of preoperative and total risk assessment values were all 0.925, which revealed the evaluation with high accuracy (Figures 2 and 3). Risk assessment values suggested that patients with preoperative assessment scores more than 10.5 or total of over 14.5 had a high risk of complications (Tables 5 and 6).
Table 4

Scores of 53 Patients Assessed by Assessment Table

VariableAssignmentPC (5 Cases)NPC (48 Cases)
GenderMale39
Female239
Age (years)65–74128
75–84214
≥ 8526
BMI18–23112
24–29434
≥ 30, < 1802
Smoking duration (years)No smoking236
< 1006
10–2031
≥ 2105
Combined diseases (number)1012
2212
306
≥ 337
Chronic pulmonary diseasesYes32
Duration of VCFs (days)≤ 7 days120
7–20117
≥ 21311
Bed rest duration (days)≤ 7 days341
7–2007
≥ 2120
Preoperative LOS1225
2010
≥ 3313
Type of anesthesiaLocal anesthesia548
Spinal anesthesia00
General anesthesia00
Duration of operation (minutes)> 30 mins339
> 60 mins29
> 90 mins00

Abbreviations: Combined diseases, diabetes mellitus, chronic cardiovascular and cerebrovascular diseases; VCFs, vertebral compression fractures; LOS, length of stay; PC, pulmonary complications; NPC, no pulmonary complications.

Figure 2

Area under the curve of preoperative risk assessment values.

Figure 3

Area under the curve of total risk assessment values.

Table 5

Test Result Variable(S): Preoperative Risk Assessment Values

Positive If Greater Than or Equal ToaSensitivity1 – Specificity
3.001.0001.000
4.501.0000.979
5.501.0000.917
6.501.0000.667
7.501.0000.479
8.501.0000.396
9.501.0000.250
10.501.0000.167
11.500.6000.083
12.500.2000.042
14.000.2000.000
16.000.0000.000

Notes: The test result variable(s): Preoperative has at least one tie between the positive and negative actual state groups. aThe smallest cutoff value is the minimum observed test value minus 1, and the largest cutoff value is the maximum observed test value plus 1. All the other cutoff values are the averages of two consecutive ordered observed test values.

Table 6

Test Result Variable(S): Total Risk Assessment Values

Positive If Greater Than or Equal ToaSensitivity1 – Specificity
6.001.0001.000
7.501.0000.979
8.501.0000.938
9.501.0000.750
10.501.0000.625
11.501.0000.479
12.501.0000.396
13.501.0000.292
14.501.0000.229
15.500.8000.146
16.500.6000.063
17.500.2000.021
18.500.2000.000
20.000.0000.000

Notes: The test result variable(s): Total has at least one tie between the positive and negative actual state groups. aThe smallest cutoff value is the minimum observed test value minus 1, and the largest cutoff value is the maximum observed test value plus 1. All the other cutoff values are the averages of two consecutive ordered observed test values.

Scores of 53 Patients Assessed by Assessment Table Abbreviations: Combined diseases, diabetes mellitus, chronic cardiovascular and cerebrovascular diseases; VCFs, vertebral compression fractures; LOS, length of stay; PC, pulmonary complications; NPC, no pulmonary complications. Test Result Variable(S): Preoperative Risk Assessment Values Notes: The test result variable(s): Preoperative has at least one tie between the positive and negative actual state groups. aThe smallest cutoff value is the minimum observed test value minus 1, and the largest cutoff value is the maximum observed test value plus 1. All the other cutoff values are the averages of two consecutive ordered observed test values. Test Result Variable(S): Total Risk Assessment Values Notes: The test result variable(s): Total has at least one tie between the positive and negative actual state groups. aThe smallest cutoff value is the minimum observed test value minus 1, and the largest cutoff value is the maximum observed test value plus 1. All the other cutoff values are the averages of two consecutive ordered observed test values. Area under the curve of preoperative risk assessment values. Area under the curve of total risk assessment values.

Discussion

The World Health Organization (WHO) has found that VCFs are the most common type of osteoporotic fractures, which mainly affect the elderly. In recent years, about 20 million patients are prone to affecting osteoporotic VCFs.22 VCFs would cause severe pain, confine spin activity and decrease quality of life. Treatments for VCFs include both nonsurgical and surgical treatment. Nonsurgical treatment includes the administration of anti-osteoporotic drugs, pain control, bed rest, support and physical therapy.1 However, more than 30% of patients are compelled to be hospitalized due to ineffective nonsurgical treatment.23,24 In addition, traditional spinal surgery has been abandoned due to the large trauma site and potentially high incidence of complications.25 Minimally invasive surgery, such as PVP and PKP, could be served as the preferred treatment for elderly patients with VCFs, which can effectively stabilize the spine, relieve pain and significantly improve the quality of life.2,25–27 However, complications such as pulmonary complications after minimally invasive surgery could lead to a straight decline in the survival rate of elderly patients with VCFs.8–10 Obesity, as a risk factor for pulmonary complications after spinal surgery, was also revealed to be a risk factor of PE after spinal surgery.6,28–31 Besides, hypertension and cardiovascular diseases were also identified as the risk factors of complication after spinal surgery.8,32–35 In the present study, we retrospectively evaluated elderly patients (≥ 65 years) diagnosed with VCFs who underwent PVP or PKP surgery. The incidence of pulmonary complications after surgery reached 11.59% in 233 enrolled patients. Age, BMI, smoking, cardiovascular diseases and old fractures were significantly different between patients with and without pulmonary complications. Logistic regression analysis showed that elderly average age, higher average BMI, old fractures, smoke, or have cardiovascular diseases were risk factors for elderly patients with VCFs. Patients with VCFs would suffer different degrees of back pain. Pain caused by fractures could limit the patients’ physical activities, and subsequently affect the respiratory movement of their lungs.36 When the fracture time is more than 3 weeks, delayed union or nonunion of fractures and even necrosis of vertebral body may occur. Patients with VCFs, especially elderly patients, are more likely to develop pulmonary infection if they stay in bed, as well as further increasing pulmonary complications after surgery. Therefore, the established risk assessment table in our study was necessary to prospectively evaluate the risk of pulmonary complications in elderly patients with VCFs. Moreover, the risk assessment table obtained a desirable accuracy (AUC = 0.925) and risk assessment values suggested that patients with preoperative assessment scores more than 10.5 or total above 14.5 had a higher risk of pulmonary complications. This study has several limitations. Firstly, the data were retrospectively collected in a single center which might lead to an unavoidable selection bias. Secondly, some other potential risk factors, such as operative duration, technical level of the operator, the type of compression fractures and so on, were not taken into consideration due to incomplete medical records. Furthermore, the sample sizes in this study are relatively small, and further study with a larger number of samples is warranted. These limitations notwithstanding, the risk factors of pulmonary complications after minimally invasive surgery for elderly patients with VCFs were determined for the first time in our study. Furthermore, the risk assessment table could assess the risk of postoperative pulmonary complications. In conclusion, targeted prevention interventions should be used to prevent pulmonary complications after minimally invasive surgery for elderly patients with VCFs, in order to comprehensively manage risk factors in the perioperative period. In our research, BMI, cardiovascular diseases and old fractures were defined as significant risk factors of pulmonary complications. The established risk assessment scale could help prospectively evaluated risk factors of pulmonary complications after minimally invasive surgery for elderly patients with VCFs.
  35 in total

1.  Perioperative morbidity and mortality after anterior, posterior, and anterior/posterior spine fusion surgery.

Authors:  Stavros G Memtsoudis; Vassilios I Vougioukas; Yan Ma; Licia K Gaber-Baylis; Federico P Girardi
Journal:  Spine (Phila Pa 1976)       Date:  2011-10-15       Impact factor: 3.468

2.  Quality assurance guidelines for percutaneous vertebroplasty.

Authors:  Afshin Gangi; Tarun Sabharwal; Farah G Irani; Xavier Buy; Jose P Morales; Andreas Adam
Journal:  Cardiovasc Intervent Radiol       Date:  2006 Mar-Apr       Impact factor: 2.740

3.  Osteoporotic vertebral compression fractures: surgery versus non-operative management.

Authors:  H Tang; J Zhao; C Hao
Journal:  J Int Med Res       Date:  2011       Impact factor: 1.671

4.  Morbid obesity increases cost and complication rates in spinal arthrodesis.

Authors:  Paul A Kalanithi; Robert Arrigo; Maxwell Boakye
Journal:  Spine (Phila Pa 1976)       Date:  2012-05-15       Impact factor: 3.468

Review 5.  Incidence of subsequent vertebral fracture after kyphoplasty.

Authors:  David Fribourg; Chris Tang; Parveen Sra; Rick Delamarter; Hyun Bae
Journal:  Spine (Phila Pa 1976)       Date:  2004-10-15       Impact factor: 3.468

6.  Incidence and risk factors for pneumonia following anterior cervical decompression and fusion procedures: an ACS-NSQIP study.

Authors:  Daniel D Bohl; Junyoung Ahn; Vincent J Rossi; Ehsan Tabaraee; Jonathan N Grauer; Kern Singh
Journal:  Spine J       Date:  2015-11-23       Impact factor: 4.166

7.  Incidence, risk factors, and mortality associated with aspiration in cervical spine surgery.

Authors:  Steven J Fineberg; Matthew Oglesby; Alpesh A Patel; Kern Singh
Journal:  Spine (Phila Pa 1976)       Date:  2013-09-01       Impact factor: 3.468

8.  Patient factors, comorbidities, and surgical characteristics that increase mortality and complication risk after spinal arthrodesis: a prognostic study based on 5,887 patients.

Authors:  Andrew J Schoenfeld; Paul A Carey; Andrew W Cleveland; Julia O Bader; Christopher M Bono
Journal:  Spine J       Date:  2013-04-09       Impact factor: 4.166

9.  Risk factors of postoperative pulmonary complications after minimally invasive anatomic resection for lung cancer.

Authors:  Rong Yang; Yihe Wu; Linpeng Yao; Jinming Xu; Siying Zhang; Chengli Du; Feng Chen
Journal:  Ther Clin Risk Manag       Date:  2019-02-04       Impact factor: 2.423

10.  Risk factors for pulmonary complications after spine surgery.

Authors:  Felix Imposti; Amy Cizik; Richard Bransford; Carlo Bellabarba; Michael J Lee
Journal:  Evid Based Spine Care J       Date:  2010-08
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