TY - JOUR
T1 - When Is Old NOT Gold? Identifying Global Age Risk Surgical Thresholds to Improve Outcomes
AU - Abdul Rahim, Komal
AU - Ghazi, Kinzah Razzak
AU - Kumar, Kantesh
AU - Arif, Aiman
AU - Mahmood, Saad Bin Zafar
AU - Bakhshi, Saqib Kamran
AU - Zafar, Hasnain
AU - Haider, Adil Hussain
N1 - Publisher Copyright:
© 2025 Elsevier Inc.
PY - 2025/8
Y1 - 2025/8
N2 - Introduction: Patient age has been shown to influence health-care outcomes; however, there is limited evidence on the optimal cutoff where age increases the risk of adverse outcomes. This study aims to identify the age at which patients undergoing surgery in Pakistan can be classified as high-risk using the modified frailty index which can help in preoperative risk stratification, optimizing surgical outcomes, and guiding clinical decision-making. Methods: American College of Surgeons National Surgical Quality Improvement Program data of adult patients undergoing major elective surgeries from 2019 to 2022 were used. High-risk patients were identified using the modified frailty index tool with a score of 2 and above. A receiver-operator curve (ROC) was used to determine the optimal age threshold for high-risk patients. Cox proportional regression identified hazard ratios for low and high-risk patients. Results: A total of 10,060 surgical patients were identified. The optimal age threshold was 52.595 years (sensitivity: 79%, specificity: 72%, area under the curve 0.72). An age of 52.595 years and above was the high-risk group. The postoperative mortality was twice in the high-risk group compared to the low-risk group (2.95% & 1.11%; P value<0.001). All postoperative complications were higher in the high-risk compared to the low-risk group (27.01% & 19.28%). Case acuity and postoperative cardiac complication were significantly associated with mortality in low- and high-risk group. Conclusions: Our findings indicated that age was associated with adverse outcomes in surgical population. Determining this age threshold in low- and middle-income countries is crucial for improving surgical outcomes via targeted interventions.
AB - Introduction: Patient age has been shown to influence health-care outcomes; however, there is limited evidence on the optimal cutoff where age increases the risk of adverse outcomes. This study aims to identify the age at which patients undergoing surgery in Pakistan can be classified as high-risk using the modified frailty index which can help in preoperative risk stratification, optimizing surgical outcomes, and guiding clinical decision-making. Methods: American College of Surgeons National Surgical Quality Improvement Program data of adult patients undergoing major elective surgeries from 2019 to 2022 were used. High-risk patients were identified using the modified frailty index tool with a score of 2 and above. A receiver-operator curve (ROC) was used to determine the optimal age threshold for high-risk patients. Cox proportional regression identified hazard ratios for low and high-risk patients. Results: A total of 10,060 surgical patients were identified. The optimal age threshold was 52.595 years (sensitivity: 79%, specificity: 72%, area under the curve 0.72). An age of 52.595 years and above was the high-risk group. The postoperative mortality was twice in the high-risk group compared to the low-risk group (2.95% & 1.11%; P value<0.001). All postoperative complications were higher in the high-risk compared to the low-risk group (27.01% & 19.28%). Case acuity and postoperative cardiac complication were significantly associated with mortality in low- and high-risk group. Conclusions: Our findings indicated that age was associated with adverse outcomes in surgical population. Determining this age threshold in low- and middle-income countries is crucial for improving surgical outcomes via targeted interventions.
KW - Frailty assessment
KW - High-risk surgical patients
KW - Low- and middle-income countries (LMICs)
KW - Modified frailty index
KW - Mortality
KW - Optimal age threshold
KW - Surgical risk stratification
UR - https://www.scopus.com/pages/publications/105009109886
U2 - 10.1016/j.jss.2025.05.015
DO - 10.1016/j.jss.2025.05.015
M3 - Article
AN - SCOPUS:105009109886
SN - 0022-4804
VL - 312
SP - 177
EP - 184
JO - Journal of Surgical Research
JF - Journal of Surgical Research
ER -