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Published on: January 24, 2018
Impact of Different Body Mass Index Cutoff Points on Complication Rates Following Primary Total Ankle Replacement
Weston E McDonald1, Ronit Kulkarni1, Joshua L Morningstar1
1Department of Orthopaedics and Physical Medicine, Medical University of South Carolina, Charleston, South Carolina.
High body mass index (BMI) increases risks after total ankle replacement (TAR). A BMI over 40 kg/m² is linked to more complications, adverse discharge, and longer hospital stays.
Area of Science:
- Orthopedic surgery and the study of BMI cutoff points in surgical outcomes.
- Clinical epidemiology and health services research utilizing the Nationwide Readmissions Database.
- Podiatric medicine and reconstructive surgery for end-stage ankle arthritis.
Background:
Surgical outcomes in joint replacement are often influenced by patient-specific physiological factors, metabolic health, and the presence of systemic inflammatory conditions. Prior research has shown that elevated body weight correlates with increased perioperative risks in various orthopedic procedures, including wound healing issues and mechanical failures. Clinicians frequently debate the utility of specific weight-based thresholds to mitigate these risks and optimize hospital resource allocation. While extensive data exists for hip and knee arthroplasty regarding obesity-related complications, the specific impact on ankle reconstruction remains less defined in current orthopedic literature. Existing literature lacks a granular analysis of how incremental weight gains affect recovery trajectories and readmission rates over a six-month period. The lack of standardized guidelines for ankle surgery creates uncertainty regarding the safety of operating on morbidly obese individuals. This gap motivated the current investigation into the predictive value of specific weight categories for ankle surgery.
Purpose Of The Study:
This investigation assesses how implementing specific body mass index (BMI) thresholds influences six-month postoperative outcomes after total ankle replacement (TAR). The researchers sought to identify the exact point at which weight becomes a significant predictor of surgical failure or recovery delays in elective settings. Analyzing preoperative demographics alongside comorbidities like diabetes and hypertension allowed for a comprehensive risk profile of the patient population undergoing these complex joint procedures. The study aimed to determine if incremental five-point increases in weight metrics correlate with specific adverse events like infection or hardware issues. Quantifying the relationship between patient size and hospital resource utilization, such as length of stay, served as a secondary objective to inform administrative planning. By controlling for confounding variables through advanced modeling, the team isolated the independent effect of weight on surgical success. Identifying these thresholds helps clinicians establish evidence-based criteria for patient optimization before proceeding with elective reconstruction.
Main Methods:
Researchers queried the Nationwide Readmissions Database (NRD) to extract records from 2015 through 2020, ensuring a large and diverse sample size. The final cohort consisted of 5865 individuals who underwent primary elective total ankle replacement (TAR) across various hospital systems within the United States. Subjects were stratified into distinct groups based on five-point intervals of Body Mass Index (BMI) to allow for high-resolution data analysis. Multivariate regression analyses were performed to adjust for preoperative demographics, such as age and sex, and various chronic comorbidities. The primary endpoints included overall complication rates, adverse discharge status to skilled nursing facilities, and total length of stay (LOS). Statistical models accounted for predictors other than weight to ensure the validity of the observed associations and minimize selection bias. This retrospective cohort study utilized Level III evidence to evaluate the impact of weight on surgical recovery.
Main Results:
Multivariate regression analysis revealed that a preoperative BMI of 40 to 44.9 kg/m² significantly predicted a higher risk of overall complications within the first 180 days. Patients with a BMI of 45 kg/m² or greater also demonstrated a substantial increase in adverse discharge events and prolonged hospitalizations. A threshold above 40 kg/m² was linked to an odds ratio (OR) of 1.960 for general postoperative complications, indicating a nearly twofold risk increase compared to lower weight cohorts. The risk for adverse discharge reached an OR of 2.030 for individuals exceeding this specific weight cutoff compared to those in lower weight categories. Extended length of stay (LOS) greater than four days was significantly more likely, with an OR of 2.171 observed in the high-weight cohorts. These findings indicate that the risk profile shifts dramatically once the 40 kg/m² mark is surpassed, regardless of other underlying health conditions. The data suggest that the most significant escalation in risk occurs at the transition to class III obesity.
Conclusions:
The study concludes that a BMI exceeding 40 kg/m² serves as a pivotal threshold for predicting poor outcomes in ankle arthroplasty. Surgeons might use these specific cutoff points to improve preoperative counseling and patient selection for elective reconstructive surgery. Reducing the incidence of adverse discharge and prolonged hospitalization requires targeted interventions for high-weight populations during the perioperative phase. Future research should explore whether preoperative weight loss programs or nutritional optimization can effectively lower these observed risk ratios and improve long-term joint function. Standardizing weight-based protocols could enhance the overall safety and efficiency of elective orthopedic procedures across different healthcare settings. These data provide a robust framework for managing expectations in patients undergoing primary total ankle replacement and help refine clinical guidelines. Implementing these evidence-based cutoffs may lead to improved patient safety and reduced healthcare costs associated with readmissions.
Frequently Asked Questions
Based on this study's findings, a BMI exceeding 40 kg/m² increases the odds of overall complications by a factor of 1.960. This threshold marks a significant transition where physiological strain or metabolic factors likely contribute to higher rates of adverse postoperative events within 180 days.
The researchers found that individuals with a BMI over 40 kg/m² had an odds ratio of 2.171 for a length of stay exceeding four days. This quantitative finding highlights the increased hospital resource utilization associated with higher weight categories in elective ankle reconstruction.
The NRD provided a large-scale, longitudinal dataset that enabled the tracking of 180-day readmissions and complications across diverse hospital systems. Using this database allowed the authors to identify 5865 patients and perform multivariate regression to control for demographics and comorbidities.
These results are confined to patients undergoing primary elective total ankle replacement and focus on outcomes within a 6-month postoperative window. The study specifically analyzed the impact of weight using five-point BMI intervals to identify precise risk thresholds in this cohort.
The study's authors propose that implementing a BMI cutoff point of 40 kg/m² can help identify patients at significantly higher risk for adverse discharge and complications. They conclude that these data should inform preoperative counseling and the development of standardized protocols for ankle arthroplasty.

