Skip to main content
Log in

Association of standardized liver volume and body mass index with outcomes of minimally invasive liver resections

  • Original Article
  • Published:
Surgical Endoscopy Aims and scope Submit manuscript

Abstract

Introduction

While minimally invasive liver resections (MILR) have demonstrated advantages in improved post-operative recovery, widespread adoption is hampered by inherent technical difficulties. Our study attempts to analyze the role of anthropometric measures in MILR-related outcomes.

Methods

Between 2012 and 2020, 676 consecutive patients underwent MILR at the Singapore General Hospital of which 565 met study criteria and were included. Patients were stratified based on Body Mass Index (BMI) as well as Standardized Liver Volumes (SLV). Associations between BMI and SLV to selected peri-operative outcomes were analyzed using restricted cubic splines.

Results

A BMI of ≥ 29 was associated with increase in blood loss [Mean difference (MD) 69 mls, 95% CI 2 to 137] as well as operative conversions [Relative Risk (RR) 1.63, 95% CI 1.02 to 2.62] among patients undergoing MILR while a SLV of 1600 cc or higher was associated with an increase in blood loss (MD 30 mls, 95% CI 10 to 49). In addition, a BMI of ≤ 20 was associated with an increased risk of major complications (RR 2.25, 95% 1.16 to 4.35). The magnitude of differences observed in these findings increased with each unit change in BMI and SLV.

Conclusion

Both BMI and SLV were useful anthropometric measures in predicting peri-operative outcomes in MILR and may be considered for incorporation in future difficulty scoring systems for MILR.

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.

Similar content being viewed by others

References

  1. Goh BKP, Syn N, Teo JY, Guo YX, Lee SY, Cheow PC, Chow PKH, Ooi L, Chung AYF, Chan CY (2019) Perioperative outcomes of laparoscopic repeat liver resection for recurrent HCC: Comparison with open repeat liver resection for recurrent HCC and laparoscopic resection for primary HCC. World J Surg 43(3):878–885

    Article  Google Scholar 

  2. Yin Z, Fan X, Ye H, Yin D, Wang J (2013) Short- and long-term outcomes after laparoscopic and open hepatectomy for hepatocellular carcinoma: a global systematic review and meta-analysis. Ann Surg Oncol 20(4):1203–1215

    Article  Google Scholar 

  3. Goh BKP, Lee SY, Koh YX, Kam JH, Chan CY (2020) Minimally invasive major hepatectomies: a Southeast Asian single institution contemporary experience with its first 120 consecutive cases. ANZ J Surg 90(4):553–557

    Article  Google Scholar 

  4. Cheek SM, Geller DA (2016) The learning curve in laparoscopic major hepatectomy: what is the magic number? JAMA Surg 151(10):929

    Article  Google Scholar 

  5. Goh BK, Wang ZK, Koh YX, Lim KI (2021) Evolution and trends in the adoption of laparoscopic liver reseciton in Singapore: analysis of 300 cases. Ann Acad Med Singap 50:742–750

    Article  Google Scholar 

  6. Nomi T, Fuks D, Kawaguchi Y, Mal F, Nakajima Y, Gayet B (2015) Learning curve for laparoscopic major hepatectomy. Br J Surg 102(7):796–804

    Article  CAS  Google Scholar 

  7. Halls MC, Berardi G, Cipriani F, Barkhatov L, Lainas P, Harris S, D’Hondt M, Rotellar F, Dagher I, Aldrighetti L et al (2018) Development and validation of a difficulty score to predict intraoperative complications during laparoscopic liver resection. Br J Surg 105(9):1182–1191

    Article  CAS  Google Scholar 

  8. Goh BKP, Syn N, Lee SY, Koh YX, Teo JY, Kam JH, Cheow PC, Jeyaraj PR, Chow PK, Ooi LL et al (2020) Impact of liver cirrhosis on the difficulty of minimally-invasive liver resections: a 1:1 coarsened exact-matched controlled study. Surg Endosc 35:5231

    Article  Google Scholar 

  9. Casadei K, Kiel J (2021) Anthropometric measurement. In: StatPearls. Treasure Island, Florida

  10. Foo LL, Vijaya K, Sloan RA, Ling A (2013) Obesity prevention and management: Singapore’s experience. Obes Rev 14(Suppl 2):106–113

    Article  Google Scholar 

  11. Yu X, Yu H, Fang X (2016) The impact of body mass index on short-term surgical outcomes after laparoscopic hepatectomy, a retrospective study. BMC Anesthesiol 16(1):29

    Article  Google Scholar 

  12. Uchida H, Iwashita Y, Saga K, Takayama H, Watanabe K, Endo Y, Yada K, Ohta M, Inomata M (2016) Benefit of laparoscopic liver resection in high body mass index patients. World J Gastroenterol 22(10):3015–3022

    Article  CAS  Google Scholar 

  13. Kwan B, Waters PS, Keogh C, Cavallucci DJ, Oourke N, Bryant RD (2021) Body mass index and surgical outcomes in laparoscopic liver resections: a systematic review. ANZ J Surg 91:2296

    Article  Google Scholar 

  14. Ome Y, Hashida K, Yokota M, Nagahisa Y, Okabe M, Kawamoto K (2019) The safety and efficacy of laparoscopic hepatectomy in obese patients. Asian J Surg 42(1):180–188

    Article  Google Scholar 

  15. Toriguchi K, Hatano E, Sakurai T, Seo S, Taura K, Uemoto S (2015) Laparoscopic liver resection in obese patients. World J Surg 39(5):1210–1215

    Article  Google Scholar 

  16. Kawaguchi Y, Fuks D, Kokudo N, Gayet B (2018) Difficulty of laparoscopic liver resection: proposal for a new classification. Ann Surg 267(1):13–17

    Article  Google Scholar 

  17. Wakabayashi G (2016) What has changed after the Morioka consensus conference 2014 on laparoscopic liver resection? Hepatobiliary Surg Nutr 5(4):281–289

    Article  Google Scholar 

  18. Russolillo N, Maina C, Langella S, Lo Tesoriere R, Casella M, Ferrero A (2021) Impact of anthropometric data on technical difficulty of laparoscopic liver of resections of segments 7 and 8: the CHALLENGE index. Surg Endosc 35(9):5088–5095

    Article  Google Scholar 

  19. Goh BKP, Lee SY, Teo JY, Kam JH, Jeyaraj PR, Cheow PC, Chow PK, Ooi LL, Chung AY, Chan CY (2018) Changing trends and outcomes associated with the adoption of minimally-invasive hepatectomy: a contemporary single-institution experience with 400 consecutive resections. Surg Endosc 32(11):4658–4665

    Article  Google Scholar 

  20. Goh BK, Chan CY, Wong JS, Lee SY, Lee VT, Cheow PC, Chow PK, Ooi LL, Chung AY (2015) Factors associated with and outcomes of open conversion after laparoscopic minor hepatectomy: initial experience at a single institution. Surg Endosc 29(9):2636–2642

    Article  Google Scholar 

  21. Dindo D, Demartines N, Clavien PA (2004) Classification of surgical complications: a new proposal with evaluation in a cohort of 6336 patients and results of a survey. Ann Surg 240(2):205–213

    Article  Google Scholar 

  22. Belgihiti J, Clavien PA, Gadzijev E, Garden JO, Lau WY, Makuuchi M, Strong RW (2000) The Brisbane 2000 terminology of liver anatomy and resections. HPB (Oxford) 2:333–339

    Article  Google Scholar 

  23. Chin KM, Linn YL, Cheong CK, Koh YX, Teo JY, Chung AYF, Chan CY, Goh BKP (2021) Minimally invasive versus open right anterior sectionectomy and central hepatectomy for central liver malignancies: a propensity-score-matched analysis. ANZ J Surg 91(4):E174–E182

    Article  Google Scholar 

  24. Vauthey JN, Abdalla EK, Doherty DA, Gertsch P, Fenstermacher MJ, Loyer EM, Lerut J, Materne R, Wang X, Encarnacion A et al (2002) Body surface area and body weight predict total liver volume in Western adults. Liver Transpl 8(3):233–240

    Article  Google Scholar 

  25. Mosteller RD (1987) Simplified calculation of body-surface area. N Engl J Med 317(17):1098

    Article  CAS  Google Scholar 

  26. Goh BKP, Prieto M, Syn N, Koh YX, Teo JY, Lee SY, Chung AY, Chan CY (2020) Validation and comparison of the Iwate, IMM, Southampton and Hasegawa difficulty scoring systems for primary laparoscopic hepatectomies. HPB (Oxford) 23:770–776

    Article  Google Scholar 

  27. Lee SY, Goh BKP, Sepideh G, Allen JC, Merkow RP, Teo JY, Chandra D, Koh YX, Tan EK, Kam JH et al (2019) Laparoscopic liver resection difficulty score-a validation study. J Gastrointest Surg 23(3):545–555

    Article  Google Scholar 

  28. Consultation WHOE (2004) Appropriate body-mass index for Asian populations and its implications for policy and intervention strategies. Lancet 363(9403):157–163

    Article  Google Scholar 

  29. Harrell FE Jr, Lee KL, Pollock BG (1988) Regression models in clinical studies: determining relationships between predictors and response. J Natl Cancer Inst 80(15):1198–1202

    Article  Google Scholar 

  30. Nguyen KT, Gamblin TC, Geller DA (2009) World review of laparoscopic liver resection-2,804 patients. Ann Surg 250(5):831–841

    Article  Google Scholar 

  31. Syn NL, Kabir T, Koh YX, Tan HL, Wang LZ, Chin BZ, Wee I, Teo JY, Tai BC, Goh BKP (2020) Survival advantage of laparoscopic versus open resection for colorectal liver metastases: a meta-analysis of individual patient data from randomized trials and propensity-score matched studies. Ann Surg 272(2):253–265

    Article  Google Scholar 

  32. Fretland AA, Dagenborg VJ, Bjornelv GMW, Kazaryan AM, Kristiansen R, Fagerland MW, Hausken J, Tonnessen TI, Abildgaard A, Barkhatov L et al (2018) Laparoscopic versus open resection for colorectal liver metastases: the OSLO-COMET randomized controlled trial. Ann Surg 267(2):199–207

    Article  Google Scholar 

  33. Chua D, Syn N, Koh YX, Goh BKP (2021) Learning curves in minimally invasive hepatectomy: systematic review and meta-regression analysis. Br J Surg 108(4):351–358

    Article  Google Scholar 

  34. Fabbrini E, Sullivan S, Klein S (2010) Obesity and nonalcoholic fatty liver disease: biochemical, metabolic, and clinical implications. Hepatology 51(2):679–689

    Article  CAS  Google Scholar 

  35. Tan HL, Goh BKP (2019) The effect of preoperative low-calorie diets on liver resection outcomes. Transl Gastroenterol Hepatol 4:29

    Article  Google Scholar 

  36. Barth RJ Jr, Mills JB, Suriawinata AA, Putra J, Tosteson TD, Axelrod D, Freeman R, Whalen GF, LaFemina J, Tarczewski SM et al (2019) Short-term preoperative diet decreases bleeding after partial hepatectomy: results from a multi-institutional randomized controlled trial. Ann Surg 269(1):48–52

    Article  Google Scholar 

  37. Cheung TT, Han HS, She WH, Chen KH, Chow PKH, Yoong BK, Lee KF, Kubo S, Tang CN, Wakabayashi G (2018) The Asia Pacific consensus statement on laparoscopic liver resection for hepatocellular carcinoma: a report from the 7th Asia-Pacific Primary Liver Cancer Expert Meeting Held in Hong Kong. Liver Cancer 7(1):28–39

    Article  Google Scholar 

  38. Mullen JT, Davenport DL, Hutter MM, Hosokawa PW, Henderson WG, Khuri SF, Moorman DW (2008) Impact of body mass index on perioperative outcomes in patients undergoing major intra-abdominal cancer surgery. Ann Surg Oncol 15(8):2164–2172

    Article  Google Scholar 

  39. Mathur AK, Ghaferi AA, Osborne NH, Pawlik TM, Campbell DA, Englesbe MJ, Welling TH (2010) Body mass index and adverse perioperative outcomes following hepatic resection. J Gastrointest Surg 14(8):1285–1291

    Article  Google Scholar 

  40. Okamura Y, Maeda A, Matsunaga K, Kanemoto H, Uesaka K (2012) Negative impact of low body mass index on surgical outcomes after hepatectomy for hepatocellular carcinoma. J Hepatobiliary Pancreat Sci 19(4):449–457

    Article  Google Scholar 

  41. Thomas MN, Kufeldt J, Kisser U, Hornung HM, Hoffmann J, Andraschko M, Werner J, Rittler P (2016) Effects of malnutrition on complication rates, length of hospital stay, and revenue in elective surgical patients in the G-DRG-system. Nutrition 32(2):249–254

    Article  Google Scholar 

  42. Ciacio O, Voron T, Pittau G, Lewin M, Vibert E, Adam R, Sa Cunha A, Cherqui D, Schielke A, Soubrane O et al (2014) Interest of preoperative immunonutrition in liver resection for cancer: study protocol of the PROPILS trial, a multicenter randomized controlled phase IV trial. BMC Cancer 14:980

    Article  Google Scholar 

  43. Ciuni R, Biondi A, Grosso G, Nunnari G, Panascia E, Randisi L, Volpes R, Arcadipane A, Basile F, Gridelli B et al (2011) Nutritional aspects in patient undergoing liver resection. Updates Surg 63(4):249–252

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Brian K. P. Goh.

Ethics declarations

Disclosures

The authors indicated in this manuscript: Darren Chua Weiquan, Nicholas Syn, Ye Xin Koh, Jin Yao Teo, Peng Chung Cheow, Alexander Chung, Chung Yip Chan and Brian Goh have no disclosures to make.

Additional information

Publisher's Note

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

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (TIF 625 kb)

Supplementary file2 (TIF 599 kb)

Rights and permissions

Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chua, D.W., Syn, N., Koh, YX. et al. Association of standardized liver volume and body mass index with outcomes of minimally invasive liver resections. Surg Endosc 37, 456–465 (2023). https://doi.org/10.1007/s00464-022-09534-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00464-022-09534-x

Keywords

Navigation