Literature DB >> 33867769

Thirty-Day Outcomes following Upper Extremity Flap Reconstruction.

Thomas Wright1, Daniel Donato2, Jacob Veith1, David Magno-Padron1, Jayant Agarwal1.   

Abstract

Introduction  Flap reconstructions of upper extremity defects are challenging procedures. It is important to understand the surgical outcomes of upper extremity flap reconstruction, as well as associations between preoperative/perioperative variables and complications. Materials and Methods  The National Surgical Quality Improvement Program (NSQIP) database was queried for patients from 2005 to 2016 who underwent flap reconstruction of an upper extremity defect. Patient and perioperative variables were collected for identified patients and assessed for associations with rates of any complication and major complications. Results  On multivariate analysis, American Society of Anesthesiologists (ASA) classification >2, bleeding disorder, preoperative steroid use, free flap reconstruction, wound classification other than clean, and nonplastic surgeon specialty were independently associated with any complications. Bleeding disorder, ASA classification >2, male gender, wound classification other than clean, and preoperative anemia were independently associated with major complications. Free flap reconstruction was associated with increased length of stay, operative time, any complications, transfusions, and unplanned reoperations. Conclusion  There is an association between complications in patients undergoing upper extremity free flap reconstruction and ASA classification >2, preoperative anemia, preoperative steroid use, bleeding disorders, and contaminated wounds. Male patients may require more thorough counseling in activity restriction following reconstruction. Free flaps for upper extremity reconstruction will require increased planning to reduce the chance of complications. Society of Indian Hand & Microsurgeons. All rights reserved. Thieme Medical and Scientific Publishers Pvt. Ltd., A-12, 2nd Floor, Sector 2, Noida-201301 UP, India.

Entities:  

Keywords:  30-day outcomes; microsurgery; upper extremity

Year:  2020        PMID: 33867769      PMCID: PMC8041497          DOI: 10.1055/s-0040-1715557

Source DB:  PubMed          Journal:  J Hand Microsurg        ISSN: 0974-3227


Introduction

Upper extremity soft tissue defects are a reconstructive challenge and can have a significant impact on an individual’s functionality and quality of life. 1 2 The majority of upper extremity defects are caused by trauma from agriculture or industrial accidents, and the most frequent permanent disability from these accidents is to the hands. 3 As reconstructive techniques have improved, a greater numbers of limbs are able to be salvaged, and the need for amputation continues to decrease. Frequently, with upper extremity trauma, tumor extirpation, and infection, the reconstructive surgeon is left with tissue defects requiring pedicled or free flaps to give the best chance for coverage of vital structures, obliteration of dead space, and return of form and function. 4 5 6 7 8 With increasing prevalence of flap reconstruction for soft tissue defects of the upper extremities, surgical outcomes data and predictors of complications are of paramount importance. 9 Outcomes following hand and wrist surgery have been documented in the literature, 10 but no literature exists specifically focusing on the outcomes of upper extremity flap procedures. Contemporary complication rates and the associated variables will assist the reconstructive surgeon with patient counseling and education. In this study, patient comorbidities, overall health status and flap type were assessed for their association with complications after upper extremity flap procedures. The American College of Surgeons (ACS) National Surgical Quality Improvement Program (NSQIP) database was used to determine patient factors related to any complications and major complications.

Materials and Methods

The data for this study was obtained using the ACS NSQIP database. Exemption from the Institutional Review Board was attained because the NSQIP data contains only deidentified patient information. ACS NSQIP obtains postoperative data for up to 30 days using a prospective, peer-controlled, validated database that accumulates information from ~680 participating sites in 2016. 11 The history and methods of the NSQIP database have been described in detail previously. 12 13 A retrospective study was conducted using the NSQIP database for patients undergoing soft tissue reconstruction of the upper extremity between 2005 and 2016.

Patient Identification

The NSQIP participant data files were obtained from 2005 through 2016. The database was queried for patients undergoing soft tissue reconstruction of the upper extremity. Patients were included who had a muscle, myocutaneous, or fasciocutaneous flap of the upper extremity using the Current Procedural Terminology (CPT) code 15736.Additionally, we included patients who had an upper extremity free flap, island flap, or neurovascular pedicle flap (CPT: 15740, 15750, 15756, 15757,15758) and also had an International Classification of Diseases (ICD-9 or ICD-10) code associated with upper extremity pathology ( Supplementary Tables S1 S2 , available in the online version).

Variables

We identified patient and perioperative variables that were associated with 30-day complication rates. Variables selected for analysis included patient demographics (age, gender, and body mass index [BMI]), comorbidities (diabetes, smoking, hypertension, bleeding disorders, pr eoperative steroid use, whether the patient was already admitted to the hospital, and American Society of Anesthesiologists [ASA] classification). ASA classification is based on the anesthesiologist’s assessment of the patient’s systemic health and is assigned at the time of surgery. 14 Patients were also assessed for preoperative anemia (hematocrit <30) and malnutrition (albumin <3.5). Perioperative details were collected and included type of procedure and specialty of the surgeon performing the operation.

Outcomes

The dependent variables included a variety of complications within 30 days of the index surgery. Our primary outcome was any complication. Secondary outcomes included wound complications, medical complications, and major complications. Wound complications included dehiscence, superficial wound infection, wound infection, and organ space infection. Medical complications were categorized into neurologic, cardiac, renal, respiratory, venous thromboembolism and infectious. Major complications were defined as any complication requiring unplanned readmission or reoperation, flap/graft failure, deep organ space infection, or death. Regarding the outcome variable “flap/graft failure,” national discrepancies in the NSQIP data recording led to inaccuracies in this outcome variable. Prior to 2010, flap/graft failure was included as a complication. However, beyond 2010 this variable was inaccurately recorded in the NSQIP database and not included in total complications. 15 Patients were also evaluated for length of postoperative stay and operative time. We also performed a subgroup analysis of patients undergoing free flap reconstruction compared with pedicled flaps to examine differences in complications.

Statistical Analysis

All statistical analyses were performed using SAS Version 9.4 (Cary, North Carolina, United States). Cross-tabulation and descriptive analyses were performed to characterize demographic information and identify missing or deficient variables. Univariate associations were calculated using chi-square analysis and Fisher’s exact tests where appropriate. Multivariate logistic regression models were created to identify independent associations of any complication and major complications and to adjust for confounders. Patients were stratified for age and operative time based on quartile. BMI was stratified based on weight classification (<18.5 underweight, 18.5—<25 normal, 25—<30 overweight, 30—<35 class I obesity, 35—<40 class II obesity, ≥40 class III obesity). For the multivariable model, age ≥ 55 years, operative time in the longest quartile (>200 minutes), BMI > 25, and ASA class >2 were included in the analysis. Odds ratios with their 95% confidence intervals and p -values were determined for these models, with a p -value of less than 0.05 set as significant.

Results

Patient Demographics

Between 2005 and 2016, 825 upper extremity soft tissue reconstruction operations were identified in the NSQIP database. Free flaps were performed in 151 patients (18.3%) and pedicled flaps in 674 patients (81.7%). Men and women represented 61 and 39%, respectively. A total of 77% of patients were white and 56% of patients had an ASA class of either 1 or 2. Most procedures were performed by plastic surgeons (58%) under general anesthesia (88%) involving nonclean surgical wounds (88%) ( Table 1 ). Other than plastic surgery, orthopaedic surgery was the next most common specialty performing the reconstructions, followed by vascular surgery and general surgery.
Table 1

Patient demographics, comorbidities, and perioperative details of patients with any complication

No complication ( n = 674) % Any complication ( n = 151) % Overall ( n = 825) %p -Value
Abbreviations: ASA, American Society of Anesthesiologists; BMI, body mass index.
Female27040.15435.832439.3
 Male40459.99764.250160.70.357
Age
 Youngest 25% (<39)23835.36140.429936.2
 25–50% (39–48)16224.02516.618722.7
 50–75% (48–59)13119.43523.216620.1
 Oldest 25% (>59)14321.23019.917321.00.18
BMI
 0—<18.5233.4106.6334.0
 1—18.5–25.019228.55033.124229.3
 2—25.0–3024336.15033.129335.5
 3—30–35.012118.02113.914217.2
 4—35.0–40669.8138.6799.6
 5—>40294.374.6364.40.33
Bleeding disorder131.9117.3242.9 0.002
 No66198.114092.780197.1
Preoperative steroids223.3149.3364.4 0.003
 No65296.713790.778995.6
Hypertension—no23534.95435.828935.00.851
 No43965.19764.253665.0
Smoker17526.04932.522427.20.107
 No49974.010267.560172.8
Diabetic6810.11912.68710.50.38
 No60689.913287.473889.5
Renal failure131.974.6202.40.072
 No66198.114495.480597.6
ASA classification0.000.0
 18813.1127.910012.1
 231947.34630.536544.2
 324836.88254.333040.0
 4192.8117.3303.6 <0.001
Operative time (minutes)
 Shortest 25% (<107)14822.0117.315919.3
 25–75% (108–199)26539.34630.531137.7
 Longest 25% (> 200)10816.05033.115819.2 <0.001
Albumin
 ≥3.519929.53523.223428.4
 <3.5426.22717.9698.4
 Missing43364.28958.952263.3 <0.001
Hematocrit
 <3047570.59462.356969.0
 >30284.22516.6536.4
 Missing17125.43221.220324.6 <0.001
Wound classification
Clean47386.27613.854966.6
Clean contaminated6967343310312.5
Contaminated7882.11717.99511.5
Dirty/infected5469.22430.8789.5 <0.001
Pedicled flap55882.810670.266480.5
Free flap10615.74529.815118.3 <0.001
Skin graft14120.93623.817721.5
 No53379.111576.264878.50.443
Plastic surgery41561.66442.447958.1
Other specialty25938.48757.634641.9 <0.001
Among the patients who underwent flap coverage, 151 (18.3%) suffered a complication and 64 (7.3%) suffered a major complication within 30 days of their index procedure. Of these, 36 patients had an unplanned readmission and 33 had a reoperation. Some patients had both an unplanned readmission and unplanned reoperation ( Table 2 ).
Table 2

Subgroup analysis of complications in free flap patients

Complications Free Flap ( n = 151) % Pedicled ( n = 674) % Overall ( n = 825) %p -Value
Abbreviation: VTE, venous thromboembolism
 Mortality00.040.640.51
 Any complication4529.810615.715112.8 <0.001
Major complication159.9497.7647.30.311
 Unplanned readmission74.6294.3364.40.827
 Unplanned reoperation127.9213.1334.0 0.011
Medical complication42.6284.2323.90.489
 Neurological00.000.000.0
 Cardiac00.000.000.0
 Renal00.010.110.1
 Respiratory32.0121.8151.8
 VTE00.030.430.4
 Infection10.7152.2161.9
Wound complication53.3456.7506.10.133
 Superficial infection42.6162.4202.4
 Wound infection00.060.960.7
 Organ space infection00.050.750.6
 Dehiscence10.7152.2161.9
Transfusion3019.9385.6688.2 < 0.001

Univariate Analysis

Preoperative bleeding disorder, preoperative steroid use, ASA classification >2, preoperative anemia, free flap reconstruction, operative time > 199 minutes, wound classification other than clean, and reconstruction performed by a nonplastic surgeon were all associated with any complications ( Table 1 ). Male gender, bleeding disorder, ASA classification > 2, preoperative anemia, wound classification other than clean and nonplastic surgeon performing the reconstruction were all associated with major complications ( Table 3 ). Albumin level was excluded from multivariate analysis because a majority of patients were missing the value.
Table 3

Patient demographics, comorbidities, and perioperative details of patients with any major complication

No complication ( n = 761) % Complication ( n = 64) % Overall ( n = 825) %p -Value
Abbreviations: ASA, American Society of Anesthesiologists; BMI, body mass index.
Female30940.61523.432439.3
 Male45259.44976.650160.7 0.003
Age
 Youngest 25% (<39)27736.42234.429936.2
 25–50% (39–48)17523.01218.818722.7
 50–75% (48–59)15019.71625.016620.1
 Oldest 25% (>59)15920.91421.917321.00.709
BMI category0.00.0
 0—<18.5293.846.3334.0
 1—18.5–25.021928.82335.924229.3
 2—25.0–3027135.62234.429335.5
 3—30–35.013117.21117.214217.2
 4—35.0–407810.211.6799.6
 5—>40334.334.7364.40.33
Bleeding disorder162.1812.5242.9
 No74597.95687.580197.1 <0.001
Preoperative steroids314.157.8364.4
 No73095.95992.278995.60.19
Hypertension26234.42742.228935.0
 No49965.63757.853665.00.221
Smoker20326.72132.822427.2
 Nonsmoker55873.34367.260172.80.306
Diabetes7810.2914.18710.5
 No68389.85585.973889.50.393
Renal failure172.234.7202.4
 No74497.86195.380597.60.198
ASA classification0.00.000.0
 19612.646.310012.1
 234745.61828.136544.2
 329338.53757.833040.0
 4253.357.8303.6 0.003
Operative time (minutes)
 Shortest 25% (<107)15422.853.315919.3
 25–75% (108–199)28942.92214.631137.7
 Longest 25% (> 200)14120.91711.315819.20.07
Albumin
 ≥3.521728.51726.623428.4
 <3.5557.21421.9698.4
 Missing48964.33351.652263.3 <0.001
Hematocrit
 <3053069.63960.956969.0
 >30395.11421.9536.4
 Missing19225.21117.220324.6 <0.001
Wound classification
Clean52194.9285.154966.6
Clean contaminated8481.61918.510312.5
Contaminated8993.766.39511.5
Dirty/Infected6785.91114.1789.5 <0.001
Free flap13617.91523.415118.3
 Pedicled62582.14976.667481.70.311
Skin graft16121.21625.017721.5
 No60078.84875.064878.50.443
Plastics44558.53453.147958.1
 Other specialty31641.53046.934641.9 <0.001

Multivariate Analysis

Multivariate regression identified variables independently associated with total and major complications following upper extremity soft tissue reconstruction ( Table 4 ). ASA classification >2, steroid use, bleeding disorder, free flap reconstruction, preoperative anemia, wound classification other than clean, and nonplastic surgeon specialty were independently associated with any complications. Male gender, ASA classification >2, bleeding disorders, wound classification other than clean, and preoperative anemia were independently associated with major complications.
Table 4

Multivariate analysis of patients

Any complication ( n = 151) Major complication ( n = 64)
OR95% CIp -Value OR95% CIp -Value
Abbreviations: ASA, American Society of Anesthesiologists; CI, confidence interval; OR, odds ratio.
Male1.190.8–1.780.2892.121.23–3.680.003
Old age0.930.55–1.590.673
ASA classification > 21.631.2–2.210.0071.571.07–2.290.02
Obesity0.900.58–1.390.707
Diabetes0.840.43–1.620.666
Smoking1.210.79–1.840.363
Hypertension0.720.5–1.140.156
Steroid use2.611.22–5.60.006
Bleeding disorders3.141.28–7.710.0224.361.67–11.350.002
Associated skin graft0.930.59–1.470.877
Free flap3.372.11–5.37<.001
Malnutrition1.860.98–3.520.084
Anemia2.211.13–4.310.0313.421.65–7.090.001
Specialty (other than plastic surgery)1.491.2–1.86<.0011.040.76–1.420.806
Wound classification other than clean2.011.32–3.070.0012.121.23–3.680.007
Subgroup analysis of free flap versus nonfree flap reconstruction is shown in Table 5 . Rate of any complications, reoperation, and transfusions were all found to be higher in free flap reconstructions. The rate of major complication was not significantly higher in free flap reconstructions. Free flap reconstruction took an average of 270 minutes longer than nonfree flap reconstruction. Free flap reconstruction was also associated with a 2.6 day longer hospitalization compared with nonfree flap reconstruction ( Table 5 ).
Table 5

Subgroup analysis of operative time and length of stay in free flap patients

MeanMedianSDp -Value
Abbreviation: SD, standard deviation.
Operative time (minutes)
Nonfree flap ( n = 674) 167.93116.5154.99
Free flap ( n = 151) 437.25454176.77<0.001
Length of stay (days)
Nonfree flap ( n = 674) 3.97110.27
Free flap ( n = 151) 6.5864.960.002

Discussion

The NSQIP database is designed and validated for use in improving quality across US hospitals, making it an ideal platform for assessing associations between outcomes and preoperative and perioperative risk factors. 12 13 16 17 Previous literature using this database identified the complication rate in hand and wrist surgery to be ~2.5% in a large cohort of 10,646 patients. 10 Injuries that require flap coverage for soft tissue defects are often more complex than the majority of hand/wrist operations. Therefore, higher complication rates may exist in upper extremity flap reconstruction than in general hand/wrist surgery. Our study supported this, noting that the rate of any complications in upper extremity flap coverage cases was 18.3%. This study represents a step towards identifying variables that could contribute to this high complication rate. Patient characteristics associated with any complication following upper extremity flap coverage included preoperative steroid use, bleeding disorder, preoperative anemia, ASA classification >2, and any wound classification other than clean. Patient characteristics associated with major complications were similar with male sex also associated and steroid use excluded. High ASA classification values have consistently been shown to be associated with complications in surgery, as well as in certain upper extremity operations. 18 19 20 Preoperative anemia and preoperative steroid use have been found to have associations with unplanned readmissions in hand surgery. 21 They likely represent characteristics of patients with poor overall functional status who should be optimized for their surgery and given close attention in the postoperative period. Bleeding disorders represent a difficult challenge in all surgery. Proper hemostasis, surgical technique, and postoperative care are paramount in preventing complications in patients with bleeding disorders. 22 23 Males are reported to have higher incidence of trauma to their hands and upper extremities than females, likely due to a higher chance of participation in activities with greater risk of upper extremity injury. 24 25 They may need to be counseled more closely to avoid risky use of their upper extremity during the rehabilitation period. Wounds considered “unclean” have an association with an increase in complications. Proper debridement and cleaning of wounds is one of the most important factors in success in upper extremity reconstruction. 7 Longer operative times were found to have higher complication rates as has been shown previously in the literature. 26 27 Careful planning and diligent communication in the operating room should be used to reduce anesthesia and operating times in these complex cases. Nonplastic surgeons had an independent association with any complications, though not major complications. Complex reconstructive cases should be reserved for the most skilled and experienced surgeons to maximize chances of success. Free flap reconstruction was associated with a higher total 30-day complication rate likely due to the increased complexity of the procedure, longer operative times on average, and longer hospital stays. The higher rate of transfusion associated with free flap procedures is likely related to the longer length of operative time required for free flap reconstruction and often larger surface area of injury. Transfusion has been previously shown not to be predictive of flap failure, suggesting free flaps should still be chosen over pedicled flaps if there is promise of greater restoration of form and function. 28 Free flaps were also associated with a greater rate of reoperation, likely due to operations requiring revision of the anastomosis or evacuation of hematoma. This should not deter surgeons from choosing these often superior reconstructive options but should encourage surgeons to practice careful preoperative planning and judicious intraoperative decision-making. As a retrospectively designed study, we are limited in our ability to make direct correlations between these risk factors and the complications of upper extremity flap reconstruction. NSQIP has gone through many refinements to become the thorough and validated dataset that it is, but we may still be missing variables that could confound our findings. First, we may not be capturing all complications, particularly those beyond the 30-day postoperative period captured by NSQIP. The inability to extract information regarding a patient’s time from injury to their reconstruction is another limitation inherent to NSQIP. Time of reconstruction is a subject that has been debated since the late 1980s and largely driven by the findings of Godina, which support early definitive reconstruction. 29 The 72 hours to reconstruction those authors put forth have been brought into question over the last decade, with other authors detailing that the reconstructive window can be extended past 72 hours. 30 31 The advent and implementation of vacuum-assisted closure therapy for wound management, for example, have been cited as one of the drivers to these recent findings; this is another intervention that would be difficult to accurately extract from NSQIP database. 32 Lee et al discussed the effect of a surgeon’s experience with extremity reconstruction, referencing his own findings and Godina’s earlier work as examples. Godina’s findings were limited by not controlling for his learning curve, exemplified by the 26 and 4% complication rates in his first and last 100 reconstructions, respectively. Lee et al found that flaps performed during his first era (1976–1996) were associated with higher rates of major complications when compared with the later era (1997–2016); this remained statistically significant on multivariate analysis as well. 30 In our present analysis, we were limited by the inability to extract and thus control for the experience a surgeon will gain over time, which could translate to differences in postoperative outcomes. However, we were able to assess trends in the complication rates over the study period, and we did not observe a difference in complication rates based on the year of reconstruction. We did reveal a significant association between lower overall complication rates and reconstructions performed by plastic surgeons. Therefore, the specialty of the reconstructive surgeon may serve as a better surrogate for surgeon experience if the assumption is made that plastic surgeons will have more experience with flap reconstructions than other specialties. Furthermore, the database limits our ability to identify and in turn differentiate complications based on the specific flap used in reconstruction. There is a need for future prospectively designed studies to compare complications in upper extremity reconstruction in certain patient groups and for specific flap types. As flap reconstruction in upper extremity defects becomes more common with improvements in surgical technique, understanding patient and surgical factors that could contribute to complications is of the utmost importance. This study provides some guidance in preparing for the complexities of upper extremity reconstruction. Careful planning is needed for patients with ASA classification >2, preoperative anemia, preoperative steroid use, bleeding disorders, and contaminated wounds. Male patients may require more thorough counseling in activity restriction following reconstruction. Free flaps may provide a better chance for restoration of form and function in certain defects. These more complex operations should be carefully planned and should be performed by the most experienced and skilled reconstructive surgeons to reduce operative time and chance of reoperation.
  30 in total

Review 1.  Versatility of the island forearm flap in the management of extensive skin defects of the hand.

Authors:  Panayotis N Soucacos; Aristides B Zoubos; Anastasios V Korompilias; Marios D Vekris
Journal:  Injury       Date:  2008-08-23       Impact factor: 2.586

2.  Longer Operative Time Is Associated With Increased Adverse Events After Anterior Cervical Diskectomy and Fusion: 15-Minute Intervals Matter.

Authors:  Nathaniel T Ondeck; Daniel D Bohl; Ryan P McLynn; Jonathan J Cui; Patawut Bovonratwet; Kern Singh; Jonathan N Grauer
Journal:  Orthopedics       Date:  2018-04-30       Impact factor: 1.390

3.  Does surgical quality improve in the American College of Surgeons National Surgical Quality Improvement Program: an evaluation of all participating hospitals.

Authors:  Bruce L Hall; Barton H Hamilton; Karen Richards; Karl Y Bilimoria; Mark E Cohen; Clifford Y Ko
Journal:  Ann Surg       Date:  2009-09       Impact factor: 12.969

4.  Timing of Microsurgical Reconstruction in Lower Extremity Trauma: An Update of the Godina Paradigm.

Authors:  Z-Hye Lee; John T Stranix; William J Rifkin; David A Daar; Lavinia Anzai; Daniel J Ceradini; Vishal Thanik; Pierre B Saadeh; Jamie P Levine
Journal:  Plast Reconstr Surg       Date:  2019-09       Impact factor: 4.730

5.  The American College of Surgeons National Surgical Quality Improvement Program Flap Failure Data Are Inaccurate after 2010.

Authors:  Alvin C Kwok; Christopher J Pannucci; Jayant P Agarwal
Journal:  Plast Reconstr Surg       Date:  2016-09       Impact factor: 4.730

Review 6.  Traumatic Wounds of the Upper Extremity: Coverage Strategies.

Authors:  Muhammad Mustehsan Bashir; Muhammad Sohail; Hussan Birkhez Shami
Journal:  Hand Clin       Date:  2018-02       Impact factor: 1.907

7.  Comparison of patient-reported outcomes after traumatic upper extremity amputation: Replantation versus prosthetic rehabilitation.

Authors:  Mitchell A Pet; Shane D Morrison; Jacob S Mack; Erika D Sears; Thomas Wright; Alisha D Lussiez; Kenneth R Means; James P Higgins; Jason H Ko; Paul S Cederna; Theodore A Kung
Journal:  Injury       Date:  2016-10-19       Impact factor: 2.586

Review 8.  Timing of traumatic upper extremity free flap reconstruction: a systematic review and progress report.

Authors:  Bridget L Harrison; Chrisovalantis Lakhiani; Michael R Lee; Michel Saint-Cyr
Journal:  Plast Reconstr Surg       Date:  2013-09       Impact factor: 4.730

Review 9.  Local flaps of the hand.

Authors:  Shady A Rehim; Kevin C Chung
Journal:  Hand Clin       Date:  2014-05       Impact factor: 1.907

10.  Successful implementation of the Department of Veterans Affairs' National Surgical Quality Improvement Program in the private sector: the Patient Safety in Surgery study.

Authors:  Shukri F Khuri; William G Henderson; Jennifer Daley; Olga Jonasson; R Scott Jones; Darrell A Campbell; Aaron S Fink; Robert M Mentzer; Leigh Neumayer; Karl Hammermeister; Cecilia Mosca; Nancy Healey
Journal:  Ann Surg       Date:  2008-08       Impact factor: 12.969

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