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Facility Volume Thresholds for Optimization of Short- and Long-Term Outcomes in Patients Undergoing Hepatectomy for Primary Liver Tumors

  • Original Article
  • Published:
Journal of Gastrointestinal Surgery

Abstract

Background

Volume-outcome relationships have been described for a variety of surgical procedures. We aimed to define the facility volume threshold at which postoperative mortality after hepatectomy was optimal.

Methods

We determined volume percentiles for institutions performing hepatectomy for any primary liver tumor within the National Cancer Database (2004–2017). Marginal structural logistic regression defined the volume percentile (Vmin) at which the odds of 90-day mortality were optimally reduced in patients with hepatocellular carcinoma (HCC) or intrahepatic cholangiocarcinoma (ICC). Short-term postoperative and survival outcomes were compared between patients treated at facilities above and below Vmin.

Results

Thresholds for the 10th/25th/50th/75th/90th percentiles were 2/7/26/46/59 hepatectomies/year. A total of 17,833 patients underwent resection of HCC or ICC. The 90-day postoperative mortality was optimized at the 75th percentile for all hepatectomies (IP-weighted OR = 0.67, 95% CI = 0.52–0.87) and major hepatectomy (IP-weighted OR = 0.62, 95% CI = 0.49–0.80). Seven of 446 facilities met the Vmin threshold. The odds of 30-day mortality were also reduced for all hepatectomies (IP-weighted OR = 0.55, 95% CI = 0.42–0.73) and major hepatectomy (IP-weighted OR = 0.58, 95% CI = 0.41–0.75). There were no differences in length of stay or 30-day readmission rate. Patients with HCC or ICC treated at facilities ≥ 10th percentile had an associated improvement in overall survival.

Conclusions

Resection of HCC and ICC is performed at a large number of facilities. Postoperative mortality is optimally reduced at facilities performing at least 46 liver operations annually. Regionalization of surgical care among patients with primary liver malignancies to high-volume centers may result in improved outcomes.

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References

  1. Benson AB, Abbott DE, Anaya DA, Anders R, Bachini M, Burgoyne A, et al. NCCN Guidelines Version 2.2022 Hepatobiliary Cancers. 2022.

  2. Ciria R, Cherqui D, Geller DA, Briceno J, Wakabayashi G. Comparative Short-term Benefits of Laparoscopic Liver Resection. Ann Surg 2016;263:761–77. https://doi.org/10.1097/SLA.0000000000001413.

    Article  PubMed  Google Scholar 

  3. Duarte VC, Coelho FF, Valverde A, Danoussou D, Kruger JAP, Zuber K, et al. Minimally invasive versus open right hepatectomy: comparative study with propensity score matching analysis. BMC Surg 2020;20:260. https://doi.org/10.1186/s12893-020-00919-0.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Saito Y, Yamada S, Imura S, Morine Y, Ikemoto T, Iwahashi S, et al. A learning curve for laparoscopic liver resection: an effective training system and standardization of technique. Transl Gastroenterol Hepatol 2018;3:45–45. https://doi.org/10.21037/tgh.2018.07.03.

  5. Nomi T, Fuks D, Kawaguchi Y, Mal F, Nakajima Y, Gayet B. Learning curve for laparoscopic major hepatectomy. British Journal of Surgery 2015;102:796–804. https://doi.org/10.1002/bjs.9798.

    Article  CAS  PubMed  Google Scholar 

  6. Wang B, Shelat VG, Chow JJL, Huey TCW, Low JK, Woon WWL, et al. Prehabilitation Program Improves Outcomes of Patients Undergoing Elective Liver Resection. Journal of Surgical Research 2020;251:119–25. https://doi.org/10.1016/j.jss.2020.01.009.

    Article  PubMed  Google Scholar 

  7. Melendez JA, Arslan V, Fischer ME, Wuest D, Jarnagin WR, Fong Y, et al. Perioperative Outcomes of Major Hepatic Resections Under Low Central Venous Pressure Anesthesia: Blood Loss, Blood Transfusion, and the Risk of Postoperative Renal Dysfunction. J Am Coll Surg 1998;187:620–5. https://doi.org/10.1016/S1072-7515(98)00240-3.

    Article  CAS  PubMed  Google Scholar 

  8. Chen H, Merchant M, Didolkar M. Hepatic resection using intermittent vascular inflow occlusion and low central venous pressure anesthesia improves morbidity and mortality. Journal of Gastrointestinal Surgery 2000;4:162–7. https://doi.org/10.1016/S1091-255X(00)80052-9.

    Article  CAS  PubMed  Google Scholar 

  9. Fung AKY, Chong CCN, Lai PBS. ERAS in minimally invasive hepatectomy. Ann Hepatobiliary Pancreat Surg 2020;24:119–26. https://doi.org/10.14701/ahbps.2020.24.2.119.

  10. Hallet J, Jerath A, Turgeon AF, McIsaac DI, Eskander A, Zuckerman J, et al. Association Between Anesthesiologist Volume and Short-term Outcomes in Complex Gastrointestinal Cancer Surgery. JAMA Surg 2021;156:479. https://doi.org/10.1001/jamasurg.2021.0135.

    Article  PubMed  PubMed Central  Google Scholar 

  11. Hue JJ, Bachman KC, Worrell SG, Gray KE, Linden PA, Towe CW. Outcomes of robotic esophagectomies for esophageal cancer by hospital volume: an analysis of the national cancer database. Surg Endosc 2021;35:3802–10. https://doi.org/10.1007/s00464-020-07875-z.

    Article  PubMed  Google Scholar 

  12. Hue JJ, Sugumar K, Markt SC, Hardacre JM, Ammori JB, Rothermel LD, et al. Facility volume-survival relationship in patients with early-stage pancreatic adenocarcinoma treated with neoadjuvant chemotherapy followed by pancreatoduodenectomy. Surgery 2021;170:207–14. https://doi.org/10.1016/j.surg.2020.12.003.

    Article  PubMed  Google Scholar 

  13. Ju MR, Blackwell J-M, Zeh HJ, Yopp AC, Wang SC, Porembka MR. Redefining High-Volume Gastric Cancer Centers: The Impact of Operative Volume on Surgical Outcomes. Ann Surg Oncol 2021;28:4839–47. https://doi.org/10.1245/s10434-021-09655-y.

    Article  PubMed  Google Scholar 

  14. Huo YR, Phan K, Morris DL, Liauw W. Systematic review and a meta-analysis of hospital and surgeon volume/outcome relationships in colorectal cancer surgery. J Gastrointest Oncol 2017;8:534–46. https://doi.org/10.21037/jgo.2017.01.25.

  15. Lu C-C, Chiu C-C, Wang J-J, Chiu Y-H, Shi H-Y. Volume–Outcome Associations after Major Hepatectomy for Hepatocellular Carcinoma: a Nationwide Taiwan Study. Journal of Gastrointestinal Surgery 2014;18:1138–45. https://doi.org/10.1007/s11605-014-2513-5.

    Article  PubMed  Google Scholar 

  16. Mokdad AA, Zhu H, Marrero JA, Mansour JC, Singal AG, Yopp AC. Hospital Volume and Survival After Hepatocellular Carcinoma Diagnosis. American Journal of Gastroenterology 2016;111:967–75. https://doi.org/10.1038/ajg.2016.181.

    Article  PubMed  Google Scholar 

  17. Uhlig J, Sellers CM, Khan SA, Cha C, Kim HS. Hepatocellular carcinoma: Impact of academic setting and hospital volume on patient survival. Surg Oncol 2019;31:111–8. https://doi.org/10.1016/j.suronc.2019.10.009.

    Article  PubMed  Google Scholar 

  18. Choti M, Bowman H, Pitt H, Sosa J, Sitzmann J, Cameron J, et al. Should hepatic resections be performed at high-volume referral centers? Journal of Gastrointestinal Surgery 1998;2:11–20. https://doi.org/10.1016/S1091-255X(98)80098-X.

    Article  CAS  PubMed  Google Scholar 

  19. Begg CB, Cramer LD, Hoskins WJ, Brennan MF. Impact of Hospital Volume on Operative Mortality for Major Cancer Surgery. JAMA 1998;280:1747–51. https://doi.org/10.1001/jama.280.20.1747.

    Article  CAS  PubMed  Google Scholar 

  20. Dimick JB, Cowan JA, Knol JA, Upchurch Gilbert R. Hepatic Resection in the United States. Archives of Surgery 2003;138:185. https://doi.org/10.1001/archsurg.138.2.185.

    Article  PubMed  Google Scholar 

  21. Olthof PB, Elfrink AKE, Marra E, Belt EJT, van den Boezem PB, Bosscha K, et al. Volume–outcome relationship of liver surgery: a nationwide analysis. British Journal of Surgery 2020;107:917–26. https://doi.org/10.1002/bjs.11586.

    Article  CAS  PubMed  Google Scholar 

  22. American College of Surgeons: The National Cancer Database 2016 PUF Data Dictionary n.d.

  23. Curtis LH, Hammill BG, Eisenstein EL, Kramer JM, Anstrom KJ. Using Inverse Probability-Weighted Estimators in Comparative Effectiveness Analyses With Observational Databases. Med Care 2007;45:S103–7. https://doi.org/10.1097/MLR.0b013e31806518ac.

    Article  PubMed  Google Scholar 

  24. Austin PC, Stuart EA. Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies. Stat Med 2015;34:3661–79. https://doi.org/10.1002/sim.6607.

    Article  PubMed  PubMed Central  Google Scholar 

  25. Tennant PWG, Murray EJ, Arnold KF, Berrie L, Fox MP, Gadd SC, et al. Use of directed acyclic graphs (DAGs) to identify confounders in applied health research: review and recommendations. Int J Epidemiol 2021;50:620–32. https://doi.org/10.1093/ije/dyaa213.

    Article  PubMed  Google Scholar 

  26. Hao S, Reis HL, Quinn AW, Snyder RA, Parikh AA. Prehabilitation for Older Adults Undergoing Liver Resection: Getting Patients and Surgeons Up to Speed. J Am Med Dir Assoc 2022;23:547–54. https://doi.org/10.1016/j.jamda.2022.01.077.

    Article  PubMed  Google Scholar 

  27. Junejo MA, Mason JM, Sheen AJ, Moore J, Foster P, Atkinson D, et al. Cardiopulmonary exercise testing for preoperative risk assessment before hepatic resection. British Journal of Surgery 2012;99:1097–104. https://doi.org/10.1002/bjs.8773.

    Article  CAS  PubMed  Google Scholar 

  28. Dunne DFJ, Jack S, Jones RP, Jones L, Lythgoe DT, Malik HZ, et al. Randomized clinical trial of prehabilitation before planned liver resection. British Journal of Surgery 2016;103:504–12. https://doi.org/10.1002/bjs.10096.

    Article  CAS  PubMed  Google Scholar 

  29. Agarwal V, Divatia J v. Enhanced recovery after surgery in liver resection: current concepts and controversies. Korean J Anesthesiol 2019;72:119–29. https://doi.org/10.4097/kja.d.19.00010.

  30. Birkmeyer JD, Siewers AE, Finlayson EVA, Stukel TA, Lucas FL, Batista I, et al. Hospital Volume and Surgical Mortality in the United States. New England Journal of Medicine 2002;346:1128–37. https://doi.org/10.1056/NEJMsa012337.

    Article  PubMed  Google Scholar 

  31. Syed ST, Gerber BS, Sharp LK. Traveling Towards Disease: Transportation Barriers to Health Care Access. J Community Health 2013;38:976–93. https://doi.org/10.1007/s10900-013-9681-1.

    Article  PubMed  PubMed Central  Google Scholar 

  32. Onega T, Duell EJ, Shi X, Wang D, Demidenko E, Goodman D. Geographic access to cancer care in the U.S. Cancer 2008;112:909–18. https://doi.org/10.1002/cncr.23229.

  33. Wallace R, Hughes-Cromwick P, Mull H, Khasnabis S. Access to Health Care and Nonemergency Medical Transportation. Transportation Research Record: Journal of the Transportation Research Board 2005;1924:76–84. https://doi.org/10.1177/0361198105192400110.

    Article  Google Scholar 

  34. Starbird LE, DiMaina C, Sun C-A, Han H-R. A Systematic Review of Interventions to Minimize Transportation Barriers Among People with Chronic Diseases. J Community Health 2019;44:400–11. https://doi.org/10.1007/s10900-018-0572-3.

    Article  PubMed  PubMed Central  Google Scholar 

  35. Hue JJ, Paukovits JL, Bingmer K, Sugumar K, Onders RP, Hardacre JM. Medicare reimbursement for common general surgery procedures has declined over the last decade. The American Journal of Surgery 2022;223:550–3. https://doi.org/10.1016/j.amjsurg.2021.10.040.

    Article  PubMed  Google Scholar 

  36. Satarasinghe P, Shah D, Koltz MT. The Perception and Impact of Relative Value Units (RVUs) and Quality-of-Care Compensation in Neurosurgery: A Literature Review. Healthcare 2020;8:526. https://doi.org/10.3390/healthcare8040526.

    Article  PubMed  PubMed Central  Google Scholar 

  37. Conrad DA. The Theory of Value-Based Payment Incentives and Their Application to Health Care. Health Serv Res 2015;50:2057–89. https://doi.org/10.1111/1475-6773.12408.

    Article  PubMed  PubMed Central  Google Scholar 

  38. Slater BJ, Collings AT, Corvin C, Kandel JJ. Value-based surgery physician compensation model – review of the literature. J Pediatr Surg 2022. https://doi.org/10.1016/j.jpedsurg.2022.01.009.

    Article  PubMed  PubMed Central  Google Scholar 

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Authors and Affiliations

Authors

Contributions

- Kelly Hoerger—project development, manuscript writing/editing, approval of the final version.

- Jonathan J. Hue—project development, data analysis, manuscript writing/editing, approval of the final version.

- Mohamedraed Elshami—data analysis, manuscript writing/editing, approval of the final version.

- John B. Ammori—manuscript writing/editing, approval of the final version.

- Jeffrey M. Hardacre—manuscript writing/editing, approval of the final version.

- Jordan M. Winter—manuscript writing/editing, approval of the final version.

- Lee M. Ocuin—project development, data analysis, manuscript writing/editing, approval of the final version.

Corresponding author

Correspondence to Lee M. Ocuin.

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Supplementary Information

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Supplemental Figure 1.

Directed acyclic graph depicting the relationship between facility volume and 90-day postoperative mortality of patients with HCC or ICC after conditioning on the shown confounders. (PNG 600 kb)

High resolution image (EPS 2688 kb)

Supplemental Figure 2.

Summary of the number of facilities above and below each percentile threshold for total liver surgery volume within the NCDB (2004-2017). (PNG 168 kb)

High resolution image (EPS 2756 kb)

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Hoerger, K., Hue, J.J., Elshami, M. et al. Facility Volume Thresholds for Optimization of Short- and Long-Term Outcomes in Patients Undergoing Hepatectomy for Primary Liver Tumors. J Gastrointest Surg 27, 273–282 (2023). https://doi.org/10.1007/s11605-022-05541-4

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