Skip to main content

Advertisement

Log in

Surgeon volume and the risk of deep surgical site infection following open reduction and internal fixation of closed tibial plateau fracture

  • Original Paper
  • Published:
International Orthopaedics Aims and scope Submit manuscript

Abstract

Background

Emerging evidences supported that the surgeon case volume significantly affected post-operative complications or outcomes following a range of elective or non-elective orthopaedic surgery; no data has been available for surgically treated tibial plateau fractures. We aimed to investigate the relationship between surgeon volume and the risk of deep surgical site infection (DSSI) following open reduction and internal fixation (ORIF) of closed tibial plateau fracture.

Methods

This was a further analysis of the prospectively collected data. Adult patients undergoing ORIF procedure for closed tibial plateau fracture between January 2016 and December 2019 were included. Surgeon volume was defined as the number of surgically treated tibial fractures in the preceding 12 months and dichotomized on the basis of the optimal cut-off value determined by the receiver operating characteristic (ROC) curve. The outcome was DSSI within one year post-operatively. Multiple multivariate logistic models were constructed for “drilling down” adjustment of confounders. Sensitivity and subgroup analyses were performed to assess the robustness of outcome and identify the “optimal” subgroups.

Results

Among 742 patients, 20 (2.7%) had a DSSI and 17 experienced re-operations. The optimal cut-off value for case volume was nine, and the low-volume surgeon was independently associated with 2.9-fold (OR, 2.9; 95%CI, 1.1 to 7.5) increased risk of DSSI in the totally adjusted multivariate model. The sensitivity analyses restricted to patients with original BMI data or those operated within 14 days after injury did not alter the outcomes (OR, 2.937, and 95%CI, 1.133 to 7.615; OR, 2.658, and 95%CI, 1.018 to 7.959, respectively). The subgroup analyses showed a trend to higher risk of DSSI for type I–IV fractures (OR, 4.6; 95%CI, 0.9 to 27.8) classified as Schatzker classification and substantially higher risk in patients with concurrent fractures (OR, 6.1; 95%CI, 1.0 to 36.5).

Conclusion

The surgeon volume is independently associated with the rate of DSSI, and a number of ≥ nine cases/year are necessarily kept for reducing DSSIs; patients with concurrent fractures should be preferentially operated on by high-volume surgeons.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Data availability

All the data will be available upon motivated request to the corresponding author of the present paper.

References

  1. Epstein N, Chandran S, Chou L (2012) Current concepts review: intra-articular fractures of the calcaneus. Foot Ankle Int 33(1):79–86. https://doi.org/10.3113/fai.2012.0079

    Article  PubMed  Google Scholar 

  2. Zhang YZ (2016) Fractures of the tibia/fibula. In: Zhang YZ (ed) Clinical epidemiology of orthopaedic trauma, 2nd edn. Thieme, Stuttgart, pp 245–276

  3. Zhu Y, Liu S, Zhang X, Chen W, Zhang Y (2017) Incidence and risks for surgical site infection after adult tibial plateau fractures treated by ORIF: a prospective multicentre study. Int Wound J 14(6):982–988. https://doi.org/10.1111/iwj.12743

    Article  PubMed  PubMed Central  Google Scholar 

  4. Ruffolo MR, Gettys FK, Montijo HE, Seymour RB, Karunakar MA (2015) Complications of high-energy bicondylar tibial plateau fractures treated with dual plating through 2 incisions. J Orthop Trauma 29(2):85–90. https://doi.org/10.1097/bot.0000000000000203

    Article  PubMed  Google Scholar 

  5. Colman M, Wright A, Gruen G, Siska P, Pape HC, Tarkin I (2013) Prolonged operative time increases infection rate in tibial plateau fractures. Injury 44(2):249–252. https://doi.org/10.1016/j.injury.2012.10.032

    Article  PubMed  Google Scholar 

  6. Henkelmann R, Frosch KH, Mende M, Gensior TJ, Ull C, Braun PJ, Katthagen C, Glaab R, Hepp P (2021) Risk factors for deep surgical site infection in patients with operatively treated tibial plateau fractures: a retrospective multicenter study. J Orthop Trauma 35(7):371–377. https://doi.org/10.1097/bot.0000000000002011

    Article  PubMed  Google Scholar 

  7. Henkelmann R, Frosch KH, Glaab R, Lill H, Schoepp C, Seybold D, Josten C, Hepp P (2017) Infection following fractures of the proximal tibia - a systematic review of incidence and outcome. BMC Musculoskelet Disord 18(1):481–488. https://doi.org/10.1186/s12891-017-1847-z

    Article  PubMed  PubMed Central  Google Scholar 

  8. Clement RC, Strassle PD, Ostrum RF (2020) Does very high surgeon or hospital volume improve outcomes for hemiarthroplasty following femoral neck fractures? J Arthroplasty 35(5):1268–1274. https://doi.org/10.1016/j.arth.2019.11.044

    Article  PubMed  Google Scholar 

  9. Malik AT, Panni UY, Masri BA, Noordin S (2018) The impact of surgeon volume and hospital volume on postoperative mortality and morbidity after hip fractures: a systematic review. Int J Surg 54(Pt B):316–327. https://doi.org/10.1016/j.ijsu.2017.10.072

    Article  PubMed  Google Scholar 

  10. Okike K, Chan PH, Paxton EW (2017) Effect of surgeon and hospital volume on morbidity and mortality after hip fracture. J Bone Joint Surg Am 99(18):1547–1553. https://doi.org/10.2106/jbjs.16.01133

    Article  PubMed  Google Scholar 

  11. Pesenti S, Ecalle A, Peltier E, Choufani E, Blondel B, Jouve JL, Launay F (2018) Experience and volume are determinantive factors for operative management of supracondylar humeral fractures in children. J Shoulder Elbow Surg 27(3):404–410. https://doi.org/10.1016/j.jse.2017.10.014

    Article  PubMed  Google Scholar 

  12. Ravi B, Jenkinson R, Austin PC, Croxford R, Wasserstein D, Escott B, Paterson JM, Kreder H, Hawker GA (2014) Relation between surgeon volume and risk of complications after total hip arthroplasty: propensity score matched cohort study. BMJ 348:g3284–g3297. https://doi.org/10.1136/bmj.g3284

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Stewart CC, Brodke DJ, Morshed S (2019) Effect of surgeon and hospital volume on complications after operative tarsal fracture repair. J Orthop Trauma 33(11):e416–e421. https://doi.org/10.1097/bot.0000000000001586

    Article  PubMed  Google Scholar 

  14. Poeze M, Verbruggen JP, Brink PR (2008) The relationship between the outcome of operatively treated calcaneal fractures and institutional fracture load. A systematic review of the literature. J Bone Joint Surg Am 90(5):1013–21. https://doi.org/10.2106/jbjs.G.00604

    Article  PubMed  Google Scholar 

  15. Fischer C, Lingsma H, Klazinga N, Hardwick R, Cromwell D, Steyerberg E, Groene O (2017) Volume-outcome revisited: the effect of hospital and surgeon volumes on multiple outcome measures in oesophago-gastric cancer surgery. PLoS ONE 12(10):e0183955-e183965. https://doi.org/10.1371/journal.pone.0183955

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. McDermott AM, Wall DM, Waters PS, Cheung S, Sibbering M, Horgan K, Kearins O, Lawrence G, Patnick J, Kerin MJ (2013) Surgeon and breast unit volume-outcome relationships in breast cancer surgery and treatment. Ann Surg 258(5):808–13. https://doi.org/10.1097/SLA.0b013e3182a66eb0

    Article  PubMed  Google Scholar 

  17. Greenup RA, Obeng-Gyasi S, Thomas S, Houck K, Lane WO, Blitzblau RC, Hyslop T, Hwang ES (2018) The effect of hospital volume on breast cancer mortality. Ann Surg 267(2):375–381. https://doi.org/10.1097/sla.0000000000002095

    Article  PubMed  Google Scholar 

  18. Browne JA, Pietrobon R, Olson SA (2009) Hip fracture outcomes: does surgeon or hospital volume really matter? J Trauma 66(3):809–814. https://doi.org/10.1097/TA.0b013e31816166bb

    Article  PubMed  Google Scholar 

  19. Katz JN, Phillips CB, Baron JA, Fossel AH, Mahomed NN, Barrett J, Lingard EA, Harris WH, Poss R, Lew RA, Guadagnoli E, Wright EA, Losina E (2003) Association of hospital and surgeon volume of total hip replacement with functional status and satisfaction three years following surgery. Arthritis Rheum 48(2):560–568. https://doi.org/10.1002/art.10754

    Article  PubMed  Google Scholar 

  20. Jain NB, Hocker S, Pietrobon R, Guller U, Bathia N, Higgins LD (2005) Total arthroplasty versus hemiarthroplasty for glenohumeral osteoarthritis: role of provider volume. J Shoulder Elbow Surg 14(4):361–367. https://doi.org/10.1016/j.jse.2004.10.007

    Article  PubMed  Google Scholar 

  21. Brodke DJ, Morshed S (2021) Low surgeon and hospital volume increase risk of early conversion to total knee arthroplasty after tibial plateau fixation. J Am Acad Orthop Surg 29(1):25–34. https://doi.org/10.5435/jaaos-d-19-00403

    Article  PubMed  Google Scholar 

  22. Ma J, Qin J, Hu J, Shang M, Zhou Y, Liang N, Zhang Y, Zhu Y (2020) Incidence and hematological biomarkers associated with preoperative deep venous thrombosis following foot fractures. Foot Ankle Int 41(12):1563–1570. https://doi.org/10.1177/1071100720943844

    Article  PubMed  Google Scholar 

  23. Zhao K, Zhang J, Li J, Guo J, Meng H, Zhu Y, Zhang Y, Hou Z (2020) In-hospital postoperative pneumonia following geriatric intertrochanteric fracture surgery: incidence and risk factors. Clin Interv Aging 15:1599–1609. https://doi.org/10.2147/cia.S268118

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Ma J, Qin J, Shang M, Zhou Y, Zhang Y, Zhu Y (2020) Incidence and risk factors of preoperative deep venous thrombosis in closed tibial shaft fracture: a prospective cohort study. Arch Orthop Trauma Surg. https://doi.org/10.1007/s00402-020-03685-z

    Article  PubMed  Google Scholar 

  25. Meng H, Zhu Y, Zhang J, Li J, Zhao K, Zhang Y, Chen W (2021) Incidence and risk factor for preoperative deep vein thrombosis (DVT) in isolated calcaneal fracture, a prospective cohort study. Foot Ankle Surg 27(5):510–514. https://doi.org/10.1016/j.fas.2020.06.007

    Article  PubMed  Google Scholar 

  26. Liu D, Zhu Y, Chen W, Li M, Liu S, Zhang Y (2020) Multiple preoperative biomarkers are associated with incidence of surgical site infection following surgeries of ankle fractures. Int Wound J 17(3):842–850. https://doi.org/10.1111/iwj.13351

    Article  PubMed  PubMed Central  Google Scholar 

  27. Berríos-Torres SI, Umscheid CA, Bratzler DW, Leas B, Stone EC, Kelz RR, Reinke CE, Morgan S, Solomkin JS, Mazuski JE, Dellinger EP, Itani KMF, Berbari EF, Segreti J, Parvizi J, Blanchard J, Allen G, Kluytmans J, Donlan R, Schecter WP (2017) Centers for disease control and prevention guideline for the prevention of surgical site infection, 2017. JAMA Surg 152(8):784–791. https://doi.org/10.1001/jamasurg.2017.0904

    Article  PubMed  Google Scholar 

  28. Kim CY, Collier CD, Liu RW, Getty PJ (2019) Are limb-sparing surgical resections comparable to amputation for patients with pelvic chondrosarcoma? A case-control, propensity score-matched analysis of the National Cancer Database. Clin Orthop Relat Res 477(3):596–605. https://doi.org/10.1097/corr.0000000000000622

    Article  PubMed  PubMed Central  Google Scholar 

  29. Mandrekar JN (2010) Receiver operating characteristic curve in diagnostic test assessment. J Thorac Oncol 5(9):1315–1316. https://doi.org/10.1097/JTO.0b013e3181ec173d

    Article  PubMed  Google Scholar 

  30. Prabhakaran K, Gogna S, Lombardo G, Latifi R (2020) Venous thromboembolism in geriatric trauma patients-risk factors and associated outcomes. J Surg Res 254:327–333. https://doi.org/10.1016/j.jss.2020.05.008

    Article  PubMed  Google Scholar 

  31. Wang Z, Wang Y, Tian S, Tan Z, Deng X, Zhao K, Zheng Z, Chen W, Hou Z, Zhang Y (2021) Dual plating or dual plating combined with compression bolts for bicondylar tibial plateau fractures: a retrospective comparative study. Sci Rep 11(1):7768–7775. https://doi.org/10.1038/s41598-021-87510-6

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Chang H, Zheng Z, Yu Y, Shao J, Zhang Y (2018) The use of bidirectional rapid reductor in minimally invasive treatment of bicondylar tibial plateau fractures: preliminary radiographic and clinical results. BMC Musculoskelet Disord 19(1):419–427. https://doi.org/10.1186/s12891-018-2343-9

    Article  PubMed  PubMed Central  Google Scholar 

  33. Sabatini L, Aprato A, Camazzola D, Bistolfi A, Capella M, Massè A (2021) Primary total knee arthroplasty in tibial plateau fractures: literature review and our institutional experience. Injury. https://doi.org/10.1016/j.injury.2021.02.006

    Article  PubMed  Google Scholar 

  34. Lavernia CJ (1998) Hemiarthroplasty in hip fracture care: effects of surgical volume on short-term outcome. J Arthroplasty 13(7):774–778. https://doi.org/10.1016/s0883-5403(98)90029-8

    Article  CAS  PubMed  Google Scholar 

  35. Katz JN, Barrett J, Mahomed NN, Baron JA, Wright RJ, Losina E (2004) Association between hospital and surgeon procedure volume and the outcomes of total knee replacement. J Bone Joint Surg Am 86(9):1909–1916. https://doi.org/10.2106/00004623-200409000-00008

    Article  PubMed  Google Scholar 

  36. Malik AT, Panni UY, Mirza MU, Tetlay M, Noordin S (2018) The impact of surgeon volume on patient outcome in spine surgery: a systematic review. Eur Spine J 27(3):530–542. https://doi.org/10.1007/s00586-017-5447-2

    Article  PubMed  Google Scholar 

  37. Vitale MA, Arons RR, Hyman JE, Skaggs DL, Roye DP, Vitale MG (2005) The contribution of hospital volume, payer status, and other factors on the surgical outcomes of scoliosis patients: a review of 3,606 cases in the State of California. J Pediatr Orthop 25(3):393–399. https://doi.org/10.1097/01.bpo.0000153880.05314.be

    Article  PubMed  Google Scholar 

  38. Sowden AJ, Deeks JJ, Sheldon TA (1995) Volume and outcome in coronary artery bypass graft surgery: true association or artefact? BMJ 311(6998):151–155. https://doi.org/10.1136/bmj.311.6998.151

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Mamidanna R, Ni Z, Anderson O, Spiegelhalter SD, Bottle A, Aylin P, Faiz O, Hanna GB (2016) Surgeon volume and cancer esophagectomy, gastrectomy, and pancreatectomy: a population-based study in England. Ann Surg 263(4):727–732. https://doi.org/10.1097/sla.0000000000001490

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

We are grateful to K. Z. and X. L. of the Department of Orthopaedics and to Q. W and X. Z. of the Department of Statistics and Applications for their kind assistance.

Funding

This study was supported by a 3–3-3 talent project for high-level talents of Hebei Province (No. A2017005073).

Author information

Authors and Affiliations

Authors

Contributions

Y. Z. and Q. Z. conceived the idea and designed the study. J. L, W. C. and Y. Zhu retrieved the data. S. Q. prepared the figures and tables. Y. Z. performed the statistical analyses. All the authors interpreted the data and contributed to preparation of the manuscript. Y. Zhu and S. Q. wrote the manuscript and contributed equally. Yuxuan Jia contributed to the revision of the manuscript.

Corresponding authors

Correspondence to Qi Zhang or Yingze Zhang.

Ethics declarations

Ethics approval

The study protocol was approved by the ethics committee of the Third Hospital of Hebei Medical University (No. 2014–015-1).

Consent to participate

Informed consent to participate in the SSIOS database and this study were obtained for every included patient, before the database was initiated.

Consent for publication

Informed consent to publish the relevant data was obtained for every included patient, before the database was initiated.

Conflict of interest

The authors declare no competing interests.

Additional information

Publisher’s note

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

Level of evidence: Prognostic, Level II

Yanbin Zhu and Shiji Qin are contributed equally to this work

Supplementary Information

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhu, Y., Qin, S., Jia, Y. et al. Surgeon volume and the risk of deep surgical site infection following open reduction and internal fixation of closed tibial plateau fracture. International Orthopaedics (SICOT) 46, 605–614 (2022). https://doi.org/10.1007/s00264-021-05221-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00264-021-05221-z

Keywords

Navigation