Christopher J Pettit, Carolyn F Herbosa, Jacob A Linker, Abhishek Ganta, Kenneth A Egol, Sanjit R Konda
{"title":"预测首次髋部骨折5年内对侧第二次髋部骨折风险:指导患者/家属咨询和骨健康治疗的新风险工具","authors":"Christopher J Pettit, Carolyn F Herbosa, Jacob A Linker, Abhishek Ganta, Kenneth A Egol, Sanjit R Konda","doi":"10.1097/BOT.0000000000003060","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To develop a stratification tool to identify hip fracture patients at risk for second contralateral hip fracture and mortality within 5 years of an index fracture, and to assess the cost-effectiveness of prophylactic fixation in high-risk/low-mortality patients.</p><p><strong>Methods: </strong>Design: Retrospective prognostic cohort study.</p><p><strong>Setting: </strong>Single academic system with 2 Level 1 Trauma Centers, 1 orthopedic specialty hospital, and 1 tertiary care hospital.</p><p><strong>Patient selection criteria: </strong>Patients who were 60 years or older with OTA 31A/B hip fractures from low-energy mechanisms between 11/1/2014 and 11/31/2023 with ≥5 years follow-up or until death were included.</p><p><strong>Outcome measures and comparisons: </strong>The study included four phases: (1) identifying factors associated with second hip fracture within 5 years; (2) using multivariate logistic regression to generate models predicting 5-year second hip fracture (vs. FRAX) and mortality risk; (3) creating a \"risk matrix\" to identify candidates for prophylactic fixation using Youden's Index which determined cutoff points encompassing the maximum sensitivity and specificity for each risk equation and were used to define a value-based target group; (4) cost analysis comparing standard vs. prophylactic care in high-risk/low-mortality patients.</p><p><strong>Results: </strong>Of 426 patients (mean age 80.25 years, 73.4% female), 78 sustained second hip fractures (mean interval: 594 days). Predictors included higher FRAX score (p=0.004), dementia (p<.001), ICU stay (p=0.014), discharge to subacute care (p<.001), and 90-day readmission (p=0.011). Logistic regression predicted 5-year second fracture risk (AUC 0.742 vs. FRAX 0.617, p=0.012) and 5-year mortality (AUC 0.723). The risk matrix used cutoff points of 18.2% (mortality) and 38.2% (second fracture) to define a value-based target group (n=26; 13 experienced second fracture). Cost analysis showed prophylactic fixation of all 26 patients ($781,508) would save $353,067 compared to treating the 13 who fractured again ($1,134,575).</p><p><strong>Conclusions: </strong>A novel matrix was developed that accurately predicted 5-year second hip fracture and mortality risk. Prophylactic fixation in low-mortality, high-risk patients may reduce costs and prevent future fractures. [Tool available: https://sttgmacom.wpcomstaging.com/predicting-risk-of-second-hip-fractures/].</p><p><strong>Level of evidence: </strong>Level III Diagnostic.</p>","PeriodicalId":16644,"journal":{"name":"Journal of Orthopaedic Trauma","volume":" ","pages":""},"PeriodicalIF":1.8000,"publicationDate":"2025-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Predicting Contralateral Second Hip Fracture Risk Within 5 Years of First Hip Fracture: A New Risk Tool to Guide Patient/Family Counseling and Bone Health Treatment.\",\"authors\":\"Christopher J Pettit, Carolyn F Herbosa, Jacob A Linker, Abhishek Ganta, Kenneth A Egol, Sanjit R Konda\",\"doi\":\"10.1097/BOT.0000000000003060\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>To develop a stratification tool to identify hip fracture patients at risk for second contralateral hip fracture and mortality within 5 years of an index fracture, and to assess the cost-effectiveness of prophylactic fixation in high-risk/low-mortality patients.</p><p><strong>Methods: </strong>Design: Retrospective prognostic cohort study.</p><p><strong>Setting: </strong>Single academic system with 2 Level 1 Trauma Centers, 1 orthopedic specialty hospital, and 1 tertiary care hospital.</p><p><strong>Patient selection criteria: </strong>Patients who were 60 years or older with OTA 31A/B hip fractures from low-energy mechanisms between 11/1/2014 and 11/31/2023 with ≥5 years follow-up or until death were included.</p><p><strong>Outcome measures and comparisons: </strong>The study included four phases: (1) identifying factors associated with second hip fracture within 5 years; (2) using multivariate logistic regression to generate models predicting 5-year second hip fracture (vs. FRAX) and mortality risk; (3) creating a \\\"risk matrix\\\" to identify candidates for prophylactic fixation using Youden's Index which determined cutoff points encompassing the maximum sensitivity and specificity for each risk equation and were used to define a value-based target group; (4) cost analysis comparing standard vs. prophylactic care in high-risk/low-mortality patients.</p><p><strong>Results: </strong>Of 426 patients (mean age 80.25 years, 73.4% female), 78 sustained second hip fractures (mean interval: 594 days). Predictors included higher FRAX score (p=0.004), dementia (p<.001), ICU stay (p=0.014), discharge to subacute care (p<.001), and 90-day readmission (p=0.011). Logistic regression predicted 5-year second fracture risk (AUC 0.742 vs. FRAX 0.617, p=0.012) and 5-year mortality (AUC 0.723). The risk matrix used cutoff points of 18.2% (mortality) and 38.2% (second fracture) to define a value-based target group (n=26; 13 experienced second fracture). Cost analysis showed prophylactic fixation of all 26 patients ($781,508) would save $353,067 compared to treating the 13 who fractured again ($1,134,575).</p><p><strong>Conclusions: </strong>A novel matrix was developed that accurately predicted 5-year second hip fracture and mortality risk. Prophylactic fixation in low-mortality, high-risk patients may reduce costs and prevent future fractures. 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Predicting Contralateral Second Hip Fracture Risk Within 5 Years of First Hip Fracture: A New Risk Tool to Guide Patient/Family Counseling and Bone Health Treatment.
Objective: To develop a stratification tool to identify hip fracture patients at risk for second contralateral hip fracture and mortality within 5 years of an index fracture, and to assess the cost-effectiveness of prophylactic fixation in high-risk/low-mortality patients.
Setting: Single academic system with 2 Level 1 Trauma Centers, 1 orthopedic specialty hospital, and 1 tertiary care hospital.
Patient selection criteria: Patients who were 60 years or older with OTA 31A/B hip fractures from low-energy mechanisms between 11/1/2014 and 11/31/2023 with ≥5 years follow-up or until death were included.
Outcome measures and comparisons: The study included four phases: (1) identifying factors associated with second hip fracture within 5 years; (2) using multivariate logistic regression to generate models predicting 5-year second hip fracture (vs. FRAX) and mortality risk; (3) creating a "risk matrix" to identify candidates for prophylactic fixation using Youden's Index which determined cutoff points encompassing the maximum sensitivity and specificity for each risk equation and were used to define a value-based target group; (4) cost analysis comparing standard vs. prophylactic care in high-risk/low-mortality patients.
Results: Of 426 patients (mean age 80.25 years, 73.4% female), 78 sustained second hip fractures (mean interval: 594 days). Predictors included higher FRAX score (p=0.004), dementia (p<.001), ICU stay (p=0.014), discharge to subacute care (p<.001), and 90-day readmission (p=0.011). Logistic regression predicted 5-year second fracture risk (AUC 0.742 vs. FRAX 0.617, p=0.012) and 5-year mortality (AUC 0.723). The risk matrix used cutoff points of 18.2% (mortality) and 38.2% (second fracture) to define a value-based target group (n=26; 13 experienced second fracture). Cost analysis showed prophylactic fixation of all 26 patients ($781,508) would save $353,067 compared to treating the 13 who fractured again ($1,134,575).
Conclusions: A novel matrix was developed that accurately predicted 5-year second hip fracture and mortality risk. Prophylactic fixation in low-mortality, high-risk patients may reduce costs and prevent future fractures. [Tool available: https://sttgmacom.wpcomstaging.com/predicting-risk-of-second-hip-fractures/].
期刊介绍:
Journal of Orthopaedic Trauma is devoted exclusively to the diagnosis and management of hard and soft tissue trauma, including injuries to bone, muscle, ligament, and tendons, as well as spinal cord injuries. Under the guidance of a distinguished international board of editors, the journal provides the most current information on diagnostic techniques, new and improved surgical instruments and procedures, surgical implants and prosthetic devices, bioplastics and biometals; and physical therapy and rehabilitation.