Abstract
Purpose
Frailty is becoming an increasingly established risk factor for adverse postoperative outcomes. Given the innately high morbidity involved in complex abdominal wall reconstruction (CAWR) and the propensity for co-morbidities among this patient population, we sought to determine the predictive utility of a frailty index in patients undergoing CAWR.
Methods
A retrospective analysis was conducted using the American College of Surgeons National Surgical Quality Improvement Project (ACS NSQIP) database. A total of 70,339 patients undergoing CAWR were identified using CPT codes for ventral hernia repair ± components separation, ± placement of mesh. A Modified Frailty Index (mFI) was calculated for each patient. Outcomes included overall morbidity, Clavien–Dindo Grade IV (CDIV) complications, and mortality.
Results
Overall, 9931 patients had at least one complication associated with their procedure and an average calculated mFI of 0.12 (± 0.11) which was significantly greater than the average mFI noted in patients with no complications (0.077 ± 0.85, p < 0.001). Similarly, average mFI score (0.16 ± 0.12) in patients with CDIV complications (n = 2541) was once again significantly greater than those without CDIV complications (0.080 ± 0.09; p < 0.001). Multivariable analyses also showed that all individual factors of the mFI were predictive of all-cause and CDIV complications (p < 0.001). Higher pre-operative mFI conferred a 7.77× likelihood of all-cause complications, 35.71× likelihood of CDIV complications, 3.85× likelihood of surgical site complications, and a 62.05× likelihood of death (p < 0.001 for all comparisons).
Conclusion
We have shown that frailty as measured by mFI is an accurate predictor of morbidity and mortality in patients undergoing CAWR.
Similar content being viewed by others
References
Le HUU, Nho R, Mege D, Ouaissi M et al (2012) Incidence and prevention of ventral incisional hernia. J Visc Surg 149(5 Suppl):E3–14
Read RR (1995) Ventral, epigastric, umbilical, spigelian and incisional hernias. In: Cameron JL (ed) Current surgical therapy. 5th Ed. Mosby, pp 491–496
Holihan JL, Alawadi ZM, Harris JW et al (2016) Ventral hernia: patient selection, treatment, and management. Curr Probl Surg 53(7):307–354
Breuing K, Butler CE, Ferzoco S et al (2010) Incisional ventral hernias: review of the literature and recommendations regarding the grading and technique of repair. Surgery 148(3):544–558
Jensen KK, Emmertsen KJ, Laurberg S et al (2019) Long-Term impact of incisional hernia on quality of life after colonic cancer resection. Hernia. https://doi.org/10.1007/s10029-019-01978-w
Gillion JF, Sanders D, Miserez M et al (2016) The economic burden of incisional ventral hernia repair: a multicentric cost analysis. Hernia 20(6):819–830
Hultman CS, Pratt B, Cairns BA et al (2005) Multidisciplinary approach to abdominal wall reconstruction after decompressive laparotomy for abdominal compartment syndrome. Ann Plast Surg 54(3):269–75 (Discussion 275)
Kingsnorth AN, Sivarajasingham N, Wong S et al (2004) Open mesh repair of incisional hernias with significant loss of domain. Ann R Coll Surg Engl 86(5):363–366
Zavlin D, Jubbal KT, Van Eps JL et al (2018) Safety of open ventral hernia repair in high-risk patients with metabolic syndrome: a multi-institutional analysis Of 39,118 cases. Surg Obes Relat Dis 14(2):206–213
Shell DHT, De La Torre J, Andrades P et al (2008) Open repair of ventral incisional hernias. Surg Clin North Am 88(1):61–83, Viii
Hobbs F, Damon BL (1996) Sixty-five plus in the United States: us department of commerce, bureau of the census
Vincent GK, Velkoff VA (2010) The next four decades: the older population in the United States: 2010 to 2050: US department of commerce, economics and statistics administration, US Census Bureau
Kulminski AM, Ukraintseva SV, Kulminskaya IV et al (2008) Cumulative deficits better characterize susceptibility to death in elderly people than phenotypic frailty: lessons from the cardiovascular health study. J Am Geriatr Soc 56(5):898–903
Karakoc D (2016) Surgery of the elderly patient. Int Surg 101(3–4):161–166
Howard MA, Cordeiro PG, Disa J et al (2005) Free tissue transfer in the elderly: incidence of perioperative complications following microsurgical reconstruction of 197 septuagenarians and octogenarians. Plast Reconstr Surg 116(6):1659–68 (Discussion 1669–71)
Hamel MB, Henderson WG, Khuri SF et al (2005) Surgical outcomes for patients aged 80 and older: morbidity and mortality from major noncardiac surgery. J Am Geriatr Soc 53(3):424–429
Turrentine FE, Wang H, Simpson VB et al (2006) Surgical risk factors, morbidity, and mortality in elderly patients. J Am Coll Surg 203(6):865–877
Lin HS, Watts JN, Peel NM et al (2016) Frailty and post-operative outcomes in older surgical patients: a systematic review. BMC Geriatr 16(1):157
Abellan Van Kan G, Rolland Y, Houles M et al (2010) The assessment of frailty in older adults. Clin Geriatr Med 26(2):275–286
Rockwood K, Song X, Macknight C et al (2005) A global clinical measure of fitness and frailty in elderly people. CMAJ 173(5):489–495
Song X, Mitnitski A, Rockwood K (2010) Prevalence and 10-year outcomes of frailty in older adults in relation to deficit accumulation. J Am Geriatr Soc 58(4):681–687
Searle SD, Mitnitski A, Gahbauer EA et al (2008) A standard procedure for creating a frailty index. BMC Geriatr 8(1):24
Rockwood K, Howlett SE, Macknight C et al (2004) Prevalence, attributes, and outcomes of fitness and frailty in community-dwelling older adults: report from the Canadian study of health and aging. J Gerontol A Biol Sci Med Sci 59(12):1310–1317
Saxton A, Velanovich V (2011) Preoperative frailty and quality of life as predictors of postoperative complications. Ann Surg 253(6):1223–1229
Velanovich V, Antoine H, Swartz A et al (2013) Accumulating deficits model of frailty and postoperative mortality and morbidity: its application to a national database. J Surg Res 183(1):104–110
Subramaniam S, Aalberg JJ, Soriano RP et al (2018) New 5-factor modified frailty index using american college of surgeons nsqip data. J Am Coll Surg 226(2):173–181 E8
Farhat JS, Velanovich V, Falvo AJ et al (2012) Are the frail destined to fail? frailty index as predictor of surgical morbidity and mortality in the elderly. J Trauma Acute Care Surg 2012; 72(6):1526–30 (Discussion 1530–1)
Obeid NM, Azuh O, Reddy S et al (2012) Predictors of Critical care-related complications in colectomy patients using the national surgical quality improvement program: exploring frailty and aggressive laparoscopic approaches. J Trauma Acute Care Surg 72(4):878–883
Adams P, Ghanem T, Stachler R et al (2013) Frailty as a predictor of morbidity and mortality in inpatient head and neck surgery. JAMA Otolaryngol Head Neck Surg 139(8):783–789
Karam J, Tsiouris A, Shepard A et al (2013) Simplified frailty index to predict adverse outcomes and mortality in vascular surgery patients. Ann Vasc Surg 27(7):904–908
Uppal S, Igwe E, Rice LW et al (2015) Frailty index predicts severe complications in gynecologic oncology patients. Gynecol Oncol 137(1):98–101
Abt NB, Richmon JD, Koch WM et al (2016) Assessment of the predictive value of the modified frailty index for Clavien-Dindo grade IV critical care complications in major head and neck cancer operations. Jama Otolaryngol Head Neck Surg 142(7):658–664
Ali R, Schwalb JM, Nerenz DR et al (2016) Use of the modified frailty index to predict 30-day morbidity and mortality from spine surgery. J Neurosurg Spine 25(4):537–541
Wachal B, Johnson M, Burchell A et al (2017) Association of modified frailty index score with perioperative risk for patients undergoing total laryngectomy. JAMA Otolaryngol Head Neck Surg 143(8):818–823
Nsqip A (2016) User Guide for the 2012 ACS Nsqip participant use data file
Birkmeyer JD, Shahian DM, Dimick JB et al (2008) Blueprint for a new American college of surgeons: national surgical quality improvement program. J Am Coll Surg 207(5):777–782
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
Scott JG, Bauchet L, Fraum TJ et al (2012) Recursive partitioning analysis of prognostic factors for glioblastoma patients aged 70 years or older. Cancer 118(22):5595–5600
Ramirez OM, Ruas E, Dellon AL (1990) “Components Separation” method for closure of abdominal-wall defects: an anatomic and clinical study. Plast Reconstr Surg 86(3):519–526
Saulis AS, Dumanian GA (2002) Periumbilical rectus abdominis perforator preservation significantly reduces superficial wound complications in “separation of parts” hernia repairs. Plast Reconstr Surg 109(7):2275–2280 (Discussion 2281–2)
Lowe JB, Garza JR, Bowman JL et al (2000) Endoscopically assisted “components separation” for closure of abdominal wall defects. Plast Reconstr Surg 105(2):720–729 (Quiz 730)
Hodgkinson JD, Maeda Y, Leo CA et al (2017) Complex abdominal wall reconstruction in the setting of active infection and contamination: a systematic review of hernia and fistula recurrence rates. Colorectal Dis 19(4):319–330
Owens WD, Felts JA, Spitznagel EL Jr (1978) ASA physical status classifications: a study of consistency of ratings. Anesthesiology 49(4):239–243
Makary MA, Segev DL, Pronovost PJ et al (2010) Frailty as a predictor of surgical outcomes in older patients. J Am Coll Surg 210(6):901–908
Le Manach Y, Collins G, Rodseth R et al (2016) Preoperative score to predict postoperative mortality (Pospom): derivation and validation. Anesthesiology 124(3):570–579
Charlson ME, Pompei P, Ales KL et al (1987) A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 40(5):373–383
Luijendijk RW, Hop WC, Van Den Tol MP et al (2000) A Comparison of suture repair with mesh repair for incisional hernia. N Engl J Med 343(6):392–398
Birindelli A, Sartelli M, Di Saverio S et al (2017) 2017 Update of the WSES guidelines for emergency repair of complicated abdominal wall hernias. World J Emerg Surg 12:37
Helgstrand F, Rosenberg J, Kehlet H et al (2013) Outcomes After emergency versus elective ventral hernia repair: a prospective nationwide study. World J Surg 37(10):2273–2279
Desai NK, Leitman IM, Mills C et al (2016) Open repair of large abdominal wall hernias with and without components separation; an analysis from the Acs-Nsqip database. Ann Med Surg (Lond) 7:14–19
Choi JJ, Palaniappa NC, Dallas KB et al (2012) Use Of mesh during ventral hernia repair in clean-contaminated and contaminated cases: outcomes of 33,832 cases. Ann Surg 255(1):176–180
Bernardi K, Adrales GL, Hope WW et al (2018) Abdominal wall reconstruction risk stratification tools: a systematic review of the literature. Plast Reconstr Surg 142(3 Suppl):9s–20s
Liang MK, Holihan JL, Itani K et al (2017) Ventral hernia management: expert consensus guided by systematic review. Ann Surg 265(1):80–89
Weaver DJ, Malik AT, Jain N et al (2019) The modified 5-item frailty index: a concise and useful tool for assessing the impact of frailty on postoperative morbidity following elective posterior lumbar fusions. World Neurosurg
Dunne JR, Malone DL, Tracy JK et al (2003) Abdominal wall hernias: risk factors for infection and resource utilization. J Surg Res 111(1):78–84
Finan KR, Vick CC, Kiefe CI et al (2005) Predictors of wound infection in ventral hernia repair. Am J Surg 190(5):676–681
Masud D, Norton S, Smailes S et al (2013) The use of a frailty scoring system for burns in the elderly. Burns 39(1):30–36
Mitnitski AB, Mogilner AJ, Rockwood K (2001) Accumulation of deficits as a proxy measure of aging. Sci World J 1:323–336
Shah R, Velanovich V, Syed Z et al (2012) Limitations of patient-associated co-morbidity model in predicting postoperative morbidity and mortality in pancreatic operations. J Gastrointest Surg 16(5):986–992
Epelboym I, Gawlas I, Lee JA et al (2014) Limitations of Acs-Nsqip in reporting complications for patients undergoing pancreatectomy: underscoring the need for a pancreas-specific module. World J Surg 38(6):1461–1467
Funding
There was no internal or external financial support for this study.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
None of the authors have a financial interest in any of the products, devices, drugs, or procedures mentioned in this manuscript.
Ethical approval
The patient information in this study is de-identified and available to all institutions complying with the American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) Data Use Agreement.
Human and animal rights
This article does not contain any studies with human participants or animals performed by any of the authors.
Informed consent
For this retrospective review, formal consent is not required.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
The ACS NSQIP databases are the source of information used in this study. Data extrapolated, statistical analysis performed, and conclusions reached have not been verified by the ACS NSQIP but rather are the result of the work done by the authors of this study.
Rights and permissions
About this article
Cite this article
Joseph, W.J., Cuccolo, N.G., Baron, M.E. et al. Frailty predicts morbidity, complications, and mortality in patients undergoing complex abdominal wall reconstruction. Hernia 24, 235–243 (2020). https://doi.org/10.1007/s10029-019-02047-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10029-019-02047-y