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A comprehensive analysis of the triad of frailty, aging, and obesity in spine surgery: the risk analysis index predicted 30–day mortality with superior discrimination

[Display omitted] The United States has experienced substantial shifts in its population dynamics due to an aging population and increasing obesity rates. Nonetheless, there is limited data about the interplay between the triad of frailty, aging, and obesity. To investigate discriminative thresholds...

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Published in:The spine journal 2023-12, Vol.23 (12), p.1778-1789
Main Authors: Owodunni, Oluwafemi P., Yocky, Alyssa G., Courville, Evan N., Peter–Okaka, Uchenna, Alare, Kehinde P., Schmidt, Meic, Alunday, Robert, Greene–Chandos, Diana, Bowers, Christian A.
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cited_by cdi_FETCH-LOGICAL-c362t-40c0adbac04dfd41bf4d23ebd37da044c64dda68c81e06b071edb24cbe46786f3
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container_title The spine journal
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creator Owodunni, Oluwafemi P.
Yocky, Alyssa G.
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Peter–Okaka, Uchenna
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Schmidt, Meic
Alunday, Robert
Greene–Chandos, Diana
Bowers, Christian A.
description [Display omitted] The United States has experienced substantial shifts in its population dynamics due to an aging population and increasing obesity rates. Nonetheless, there is limited data about the interplay between the triad of frailty, aging, and obesity. To investigate discriminative thresholds and independent associations of the Risk Analysis Index (RAI), Modified Frailty Index–5 (mFI–5), and greater patient age. An observational retrospective cohort study. We analyzed 49,754 spine surgery patients from the American College of Surgeons National Surgical Quality Improvement Program database from 2012 to 2020. A total of 30–day postoperative mortality. Using receiver operating characteristic (ROC) and multivariable (odds ratios [OR] and 95% confidence intervals [CI]) analyses, we compared the discriminative thresholds and independent associations of RAI, mFI–5, and greater patient age in elderly obese patients who underwent spine surgery. There were 49,754 spine surgery patients, with a median age of 71 years (IQR: 68–75), largely white (82.6%) and male (51.9%). The ROC analysis for 30–day postoperative mortality demonstrated superior discrimination for RAI (C–statistic 0.779, 95%CI 0.54–0.805) compared to mFI–5 (C–statistic 0.623, 95% CI 0.594–0.651) and greater patient age (C–statistic 0.627, 95% CI 0.598–0.656). Multivariable analyses revealed a dose–dependent association and a larger effect magnitude for RAI: frail patients OR: 19.52 (95% CI 18.29–20.82) and very frail patients OR: 65.81 (95% CI 62.32–69.50). A similar trend was observed in the interaction evaluating RAI–age–obesity (p
doi_str_mv 10.1016/j.spinee.2023.08.008
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Nonetheless, there is limited data about the interplay between the triad of frailty, aging, and obesity. To investigate discriminative thresholds and independent associations of the Risk Analysis Index (RAI), Modified Frailty Index–5 (mFI–5), and greater patient age. An observational retrospective cohort study. We analyzed 49,754 spine surgery patients from the American College of Surgeons National Surgical Quality Improvement Program database from 2012 to 2020. A total of 30–day postoperative mortality. Using receiver operating characteristic (ROC) and multivariable (odds ratios [OR] and 95% confidence intervals [CI]) analyses, we compared the discriminative thresholds and independent associations of RAI, mFI–5, and greater patient age in elderly obese patients who underwent spine surgery. There were 49,754 spine surgery patients, with a median age of 71 years (IQR: 68–75), largely white (82.6%) and male (51.9%). The ROC analysis for 30–day postoperative mortality demonstrated superior discrimination for RAI (C–statistic 0.779, 95%CI 0.54–0.805) compared to mFI–5 (C–statistic 0.623, 95% CI 0.594–0.651) and greater patient age (C–statistic 0.627, 95% CI 0.598–0.656). Multivariable analyses revealed a dose–dependent association and a larger effect magnitude for RAI: frail patients OR: 19.52 (95% CI 18.29–20.82) and very frail patients OR: 65.81 (95% CI 62.32–69.50). A similar trend was observed in the interaction evaluating RAI–age–obesity (p&lt;.001). Our study highlights a strong association between frailty and 30–day postoperative mortality in elderly obese spine patients, revealing a dose–dependent relationship. The RAI has superior discrimination than the mFI–5 and greater patient age in predicting 30–day postoperative mortality after spine surgery. 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The ROC analysis for 30–day postoperative mortality demonstrated superior discrimination for RAI (C–statistic 0.779, 95%CI 0.54–0.805) compared to mFI–5 (C–statistic 0.623, 95% CI 0.594–0.651) and greater patient age (C–statistic 0.627, 95% CI 0.598–0.656). Multivariable analyses revealed a dose–dependent association and a larger effect magnitude for RAI: frail patients OR: 19.52 (95% CI 18.29–20.82) and very frail patients OR: 65.81 (95% CI 62.32–69.50). A similar trend was observed in the interaction evaluating RAI–age–obesity (p&lt;.001). Our study highlights a strong association between frailty and 30–day postoperative mortality in elderly obese spine patients, revealing a dose–dependent relationship. The RAI has superior discrimination than the mFI–5 and greater patient age in predicting 30–day postoperative mortality after spine surgery. 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Nonetheless, there is limited data about the interplay between the triad of frailty, aging, and obesity. To investigate discriminative thresholds and independent associations of the Risk Analysis Index (RAI), Modified Frailty Index–5 (mFI–5), and greater patient age. An observational retrospective cohort study. We analyzed 49,754 spine surgery patients from the American College of Surgeons National Surgical Quality Improvement Program database from 2012 to 2020. A total of 30–day postoperative mortality. Using receiver operating characteristic (ROC) and multivariable (odds ratios [OR] and 95% confidence intervals [CI]) analyses, we compared the discriminative thresholds and independent associations of RAI, mFI–5, and greater patient age in elderly obese patients who underwent spine surgery. There were 49,754 spine surgery patients, with a median age of 71 years (IQR: 68–75), largely white (82.6%) and male (51.9%). The ROC analysis for 30–day postoperative mortality demonstrated superior discrimination for RAI (C–statistic 0.779, 95%CI 0.54–0.805) compared to mFI–5 (C–statistic 0.623, 95% CI 0.594–0.651) and greater patient age (C–statistic 0.627, 95% CI 0.598–0.656). Multivariable analyses revealed a dose–dependent association and a larger effect magnitude for RAI: frail patients OR: 19.52 (95% CI 18.29–20.82) and very frail patients OR: 65.81 (95% CI 62.32–69.50). A similar trend was observed in the interaction evaluating RAI–age–obesity (p&lt;.001). Our study highlights a strong association between frailty and 30–day postoperative mortality in elderly obese spine patients, revealing a dose–dependent relationship. The RAI has superior discrimination than the mFI–5 and greater patient age in predicting 30–day postoperative mortality after spine surgery. 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subjects 30–day mortality
Aged
Aging
Female
Frailty
Frailty - complications
Humans
Male
Modified frailty Index–5
Obesity
Obesity - complications
Obesity - epidemiology
Postoperative Complications - epidemiology
Retrospective Studies
Risk analysis index
Risk Assessment
Risk Factors
United States
title A comprehensive analysis of the triad of frailty, aging, and obesity in spine surgery: the risk analysis index predicted 30–day mortality with superior discrimination
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