The new modified four-factor functional frailty index (mFF-4) in colorectal surgery: A retrospective cohort study

Alexandra Z Agathis1, Jeanne Wu2, Celia M Divino2

  • 1Department of Surgery, Icahn School of Medicine at Mount Sinai, New York, NY. Electronic address: https://twitter.com/AgathisZ.

Surgery
|January 3, 2026
PubMed
Abstract

Insights

The new Modified Four-Factor Functional Frailty Index (mFF-4) better predicts outcomes in older colorectal surgery patients than the Modified Five-Factor Frailty Index (mFI-5). This functional frailty assessment improves risk stratification for the aging population.

Area of Science:

  • Geriatric Surgery
  • Surgical Outcomes Research
  • Frailty Assessment

Background:

  • The Modified Five-Factor Frailty Index (mFI-5) is widely used but primarily assesses comorbidities.
  • The mFI-5 does not fully capture functional aspects of frailty.
  • A novel functional frailty index is needed for specific surgical populations.

Purpose of the Study:

  • To apply the Modified Four-Factor Functional Frailty Index (mFF-4) in a colorectal surgery cohort.
  • To compare the predictive performance of the mFF-4 against the mFI-5.
  • To evaluate the mFF-4's utility in risk-stratifying elderly colorectal patients.

Main Methods:

  • Retrospective analysis of NSQIP data (2021-2022) for patients >75 years undergoing colorectal surgery.
  • The mFF-4 index was calculated based on history of falls, dementia, poor nutrition, and functional status.
  • Statistical analysis included univariate/multivariate regressions and AUC/AIC for model comparison.

Main Results:

  • The study included 27,875 patients, with 6.1% classified as highly frail (mFF-4=2+).
  • The mFF-4 demonstrated superior predictive accuracy (higher AUCs, lower AICs) compared to mFI-5 for multiple postoperative outcomes.
  • High frailty (mFF-4=2+) was associated with significantly increased odds (>2.0) of adverse outcomes.

Conclusions:

  • The mFF-4 index, focusing on functional capabilities, offers a more comprehensive assessment of frailty.
  • The mFF-4 is a more predictive tool than the mFI-5 for postoperative outcomes in elderly colorectal surgery patients.
  • This new index enhances risk stratification for the aging colorectal surgical population.