Yinning Guo, Xueyi Miao, Yimeng Chen, Lingyu Ding, Kang Zhao, Ting Xu, Li Chen, Xinyi Xu, Qin Xu
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The parametric g-formula was used to estimate the risk of single hypothetical interventions on nutrition, anxiety, depression, family cohesion and adaptability, social objective and subjective support, and nursing satisfaction, and its joint interventions in different combinations, for FHT, which were compared with observations to calculate population risk ratios and to determine the optimal combination of interventions.</p><p><strong>Results: </strong>The observed risk of FHT was 43.57%. Single intervention on nutrition was the most effective factor in reducing the risk of FHT, with a risk ratio (RR) of 0.790 (95% confidence interval (CI) 0.692-0.974), followed by family cohesion (RR 0.810, 95% CI 0.741-0.917), social objective support (RR 0.822, 95% CI 0.724-0.931), anxiety (RR 0.864, 95% CI 0.681-0.981), and nursing satisfaction (RR 0.967, 95% CI 0.932-0.995). All joint interventions significantly reduced the risk of FHT. Among them, the \"all-factors\" joint intervention reduced the risk by 31.26%, with an RR of 0.323 (95% CI 0.208-0.685).</p><p><strong>Conclusions: </strong>Hypothetical interventions on nutrition, anxiety, family cohesion, social objective support, and nursing satisfaction reduced the risk of FHT in older patients with gastric cancer, both independently and jointly. This suggests that the interventions targeting these factors, as well as any combination of these interventions, may be effective program for improving the FHT in older patients with gastric cancer. It provides theoretical basis and practical guidance for the frailty intervention and is of practical significance for promoting cancer rehabilitation.</p><p><strong>Trial registration: </strong>The study was registered with clinicaltrials.gov (NCT05982899). https://clinicaltrials.gov/ct2/show/NCT05982899 .</p>","PeriodicalId":8229,"journal":{"name":"Annals of Surgical Oncology","volume":" ","pages":"7634-7643"},"PeriodicalIF":3.5000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Hypothetical Interventions on Frailty Heterogeneous Trajectories of Older Patients with Gastric Cancer Using Parametric G-Formula.\",\"authors\":\"Yinning Guo, Xueyi Miao, Yimeng Chen, Lingyu Ding, Kang Zhao, Ting Xu, Li Chen, Xinyi Xu, Qin Xu\",\"doi\":\"10.1245/s10434-025-18026-w\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Frailty is prevalent in older patients with gastric cancer, seriously affecting their prognosis. The time-varying nature of frailty increases the difficulty of intervention. This study aimed to estimate the effect of hypothetical interventions on the risk of frailty heterogeneous trajectory (FHT) at physical, psychological, familial, and social levels to provide a basis for the subsequent design of intervention programs of FHT.</p><p><strong>Patients and methods: </strong>The data of hypothetical interventions from a longitudinal follow-up study of older patients with gastric cancer were obtained for 381 patients ≥ 60 years complete at admission, discharge, 1, 3, 6, and 12 months after surgery. The parametric g-formula was used to estimate the risk of single hypothetical interventions on nutrition, anxiety, depression, family cohesion and adaptability, social objective and subjective support, and nursing satisfaction, and its joint interventions in different combinations, for FHT, which were compared with observations to calculate population risk ratios and to determine the optimal combination of interventions.</p><p><strong>Results: </strong>The observed risk of FHT was 43.57%. Single intervention on nutrition was the most effective factor in reducing the risk of FHT, with a risk ratio (RR) of 0.790 (95% confidence interval (CI) 0.692-0.974), followed by family cohesion (RR 0.810, 95% CI 0.741-0.917), social objective support (RR 0.822, 95% CI 0.724-0.931), anxiety (RR 0.864, 95% CI 0.681-0.981), and nursing satisfaction (RR 0.967, 95% CI 0.932-0.995). All joint interventions significantly reduced the risk of FHT. 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引用次数: 0
摘要
背景:老年胃癌患者普遍存在虚弱,严重影响其预后。虚弱的时变特性增加了干预的难度。本研究旨在从生理、心理、家庭和社会四个层面评估假设干预措施对脆弱异质轨迹(FHT)风险的影响,为FHT干预方案的后续设计提供依据。患者和方法:从老年胃癌患者的纵向随访研究中获得了381例≥60岁的患者在入院、出院、术后1、3、6和12个月的假设干预数据。采用参数g公式估计营养、焦虑、抑郁、家庭凝聚力和适应性、社会客观和主观支持、护理满意度等单项假设干预措施及其不同组合的联合干预措施对FHT的风险,并与观察结果进行比较,计算人群风险比,确定最佳干预组合。结果:观察到FHT的风险为43.57%。单一营养干预是降低FHT风险最有效的因素,风险比(RR)为0.790(95%可信区间(CI) 0.692 ~ 0.974),其次是家庭凝聚力(RR 0.810, 95% CI 0.741 ~ 0.917)、社会客观支持(RR 0.822, 95% CI 0.724 ~ 0.931)、焦虑(RR 0.864, 95% CI 0.681 ~ 0.981)、护理满意度(RR 0.967, 95% CI 0.932 ~ 0.995)。所有联合干预措施都显著降低了FHT的风险。其中,“全因素”联合干预降低了31.26%的风险,RR为0.323 (95% CI 0.208 ~ 0.685)。结论:在营养、焦虑、家庭凝聚力、社会客观支持和护理满意度方面的假设干预可以单独或联合降低老年胃癌患者发生FHT的风险。这表明针对这些因素的干预,以及这些干预的任何组合,可能是改善老年胃癌患者FHT的有效方案。为衰弱干预提供理论依据和实践指导,对促进癌症康复具有现实意义。试验注册:该研究已在clinicaltrials.gov注册(NCT05982899)。https://clinicaltrials.gov/ct2/show/NCT05982899。
Hypothetical Interventions on Frailty Heterogeneous Trajectories of Older Patients with Gastric Cancer Using Parametric G-Formula.
Background: Frailty is prevalent in older patients with gastric cancer, seriously affecting their prognosis. The time-varying nature of frailty increases the difficulty of intervention. This study aimed to estimate the effect of hypothetical interventions on the risk of frailty heterogeneous trajectory (FHT) at physical, psychological, familial, and social levels to provide a basis for the subsequent design of intervention programs of FHT.
Patients and methods: The data of hypothetical interventions from a longitudinal follow-up study of older patients with gastric cancer were obtained for 381 patients ≥ 60 years complete at admission, discharge, 1, 3, 6, and 12 months after surgery. The parametric g-formula was used to estimate the risk of single hypothetical interventions on nutrition, anxiety, depression, family cohesion and adaptability, social objective and subjective support, and nursing satisfaction, and its joint interventions in different combinations, for FHT, which were compared with observations to calculate population risk ratios and to determine the optimal combination of interventions.
Results: The observed risk of FHT was 43.57%. Single intervention on nutrition was the most effective factor in reducing the risk of FHT, with a risk ratio (RR) of 0.790 (95% confidence interval (CI) 0.692-0.974), followed by family cohesion (RR 0.810, 95% CI 0.741-0.917), social objective support (RR 0.822, 95% CI 0.724-0.931), anxiety (RR 0.864, 95% CI 0.681-0.981), and nursing satisfaction (RR 0.967, 95% CI 0.932-0.995). All joint interventions significantly reduced the risk of FHT. Among them, the "all-factors" joint intervention reduced the risk by 31.26%, with an RR of 0.323 (95% CI 0.208-0.685).
Conclusions: Hypothetical interventions on nutrition, anxiety, family cohesion, social objective support, and nursing satisfaction reduced the risk of FHT in older patients with gastric cancer, both independently and jointly. This suggests that the interventions targeting these factors, as well as any combination of these interventions, may be effective program for improving the FHT in older patients with gastric cancer. It provides theoretical basis and practical guidance for the frailty intervention and is of practical significance for promoting cancer rehabilitation.
Trial registration: The study was registered with clinicaltrials.gov (NCT05982899). https://clinicaltrials.gov/ct2/show/NCT05982899 .
期刊介绍:
The Annals of Surgical Oncology is the official journal of The Society of Surgical Oncology and is published for the Society by Springer. The Annals publishes original and educational manuscripts about oncology for surgeons from all specialities in academic and community settings.