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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.
Background:
Since its introduction, the Modified Five-Factor Frailty Index (mFI-5) has been widely applied across subspecialties using the National Surgical Quality Improvement Program (NSQIP) database. Although the mFI-5 index is predictive, it predominantly focuses on comorbidities and does not represent functional frailty aspects. We sought to apply the new Modified Four-Factor Functional Frailty Index (mFF-4) to a colorectal population.
Methods:
This retrospective study using NSQIP 2021-2022 includes patients >75 years of age who underwent colon and rectal surgery. The mFF-4 frailty index is scored by adding one point for each present variable including history of falls, dementia, poor nutritional status (body mass index <18.5), and nonindependent functional status. Patients were stratified into frailty groups: mFF-4=0, 1, 2+. Univariate and multivariate regressions were performed to assess 30-day postoperative outcomes. Area under the curve (AUC) and Akaike information criterion (AIC) values assessed predictability of the mFF-4 model, in reference to mFI-5.
Results:
Our sample of n=27,875 included 21,573 in the mFF-4=0 (77.4%), 4,601 in mFF-4=1 (16.5%), and 1,701 in mFF-4=2+ (6.1%). The mFF-4 multivariate regressions had less error (lower AICs by >2) and higher AUCs (most >0.7) than the mFI-5 for predicting mortality, pneumonia, ventilator use >48 hours, delirium, length of stay >30 days, and nonhome discharge destination. For these complications, patients with high frailty (mFF-4=2+) had statistically significant odds ratios >2.0.
Conclusion:
This new frailty index, focused on functional capabilities, is more encompassing of phenotypical frailty and is more predictive than the mFI-5. This new scale will help risk-stratify our aging colorectal population.
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.
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