ArticleJAMA surgery2018
Association of Frailty With Failure to Rescue After Low-Risk and High-Risk Inpatient Surgery.
Article in JAMA surgery, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 72 papers, 4 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
72 citing papers in PubMed, 4 syntheses or guidelines pooled it, 179 citations in OpenAlex.
- [S3 guidelines on the diagnostics, treatment and aftercare of peripheral arterial occlusive disease : Key points and implications for geriatrics].Zeitschrift fur Gerontologie und Geriatrie · 2025Guideline
- Frailty and pituitary surgery: a systematic review.Pituitary · 2025Pooled it
- Frailty Screening Using the Risk Analysis Index: A User Guide.Joint Commission journal on quality and patient safety · 2025Pooled it
- Frailty and risk of complications in head and neck oncologic surgery. Systematic review and dose-response meta-analysis.Medicina oral, patologia oral y cirugia bucal · 2021Pooled it
- Trial
- Preoperative behavioural intervention to reduce drinking before elective orthopaedic surgery: the PRE-OP BIRDS feasibility RCT.Health technology assessment (Winchester, England) · 2020Trial
- Perspectives in Pediatric Ambulatory Anesthesia: Part 1-One Center's 15 Year Evolution in Eligibility, Utilization, Efficiency, and Outcomes.Paediatric anaesthesia · 2026Article
- [Vascular medicine in old age: a call for structured collaboration for better care : Position paper of the German Society for Vascular Surgery and Vascular Medicine, the German Society for Geriatrics and the German Society for Angiology].Zeitschrift fur Gerontologie und Geriatrie · 2026Review
- Is There an Ideal Method of Predicting Postoperative Complications Following Major Head and Neck Procedures?: A Comparative Analysis of Three Frailty Indices.Head & neck · 2026Article
- Risk Analysis Index Versus mFI-5 for Predicting Outcomes After Uvulopalatopharyngoplasty.The Laryngoscope · 2026Article
- Percutaneous thermal ablation for renal cell carcinoma: a comprehensive review of current evidence and future directions.La Radiologia medica · 2026Review
- The application value of frailty assessment tools in the perioperative period: A narrative review.Journal of anesthesia and translational medicine · 2026Review
- Sex differences in major postoperative morbidity after elective abdominal surgery: independent of chronological age, frailty, and muscle strength in adjusted analysis.Aging clinical and experimental research · 2026Article
- Heterogeneity Within Frailty: Physiological Reserve Phenotypes and Postoperative Recovery After Abdominal Surgery.Journal of clinical medicine · 2026Article
- Demographic differences in complication and failure to rescue rates following lung transplantation.JHLT open · 2026Article
- Failure to rescue after esophagectomy: Perspective on the esophagectomy failure to rescue assessment, trends, and evaluation study.JTCVS open · 2026Article
- Contemporary Short-Term Outcomes of Liver-Directed Therapy for Neuroendocrine Tumor Liver Metastases.Annals of surgical oncology · 2025Article
- Optimizing Ventilation Strategies to Reduce Pulmonary Complications in Frail Patients: A Comparative Study.Medical science monitor : international medical journal of experimental and clinical research · 2025Observational
- How aging may impact the failure to rescue after colorectal laparoscopic surgery. Analysis of 1000 patients in a single high-volume center.Updates in surgery · 2025Article
- The Surgical Pause: The Importance of Measuring Frailty and Taking Action to Address Identified Frailty.Joint Commission journal on quality and patient safety · 2025Article
12 more citing papers are in PubMed but not listed here.
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Authors and funding
11 authors at 5 institutions in 1 country.
Funding
Abstract
Importance: Failure to rescue (FTR), or death after a potentially preventable complication, is a nationally endorsed, publicly reported quality measure. However, little is known about the impact of frailty on FTR, in particular after low-risk surgical procedures. Objective: To assess the association of frailty with FTR in patients undergoing inpatient surgery. Design, Setting, and Participants: This study assessed a cohort of 984 550 patients undergoing inpatient general, vascular, thoracic, cardiac, and orthopedic surgery in the National Surgical Quality Improvement Program between January 1, 2005, and December 31, 2012. Frailty was assessed using the Risk Analysis Index (RAI), and patients were stratified into 5 groups (RAI score, ≤10, 11-20, 21-30, 31-40, and >40). Procedures were categorized as low mortality risk (≤1%) or high mortality risk (>1%). The association between RAI scores, the number of postoperative complications (0, 1, 2, or 3 or more), and FTR was evaluated using hierarchical modeling. Main Outcomes and Measures: The number of postoperative complications and inpatient FTR. Results: A total of 984 550 patients were included, with a mean (SD) age of 58.2 (17.1) years; women were 549 281 (55.8%) of the cohort. For patients with RAI scores of 10 or less, major complication rates after low-risk surgery were 3.2%; rates of those with RAI scores of 11 to 20, 21 to 30, 31 to 40, and more than 40 were 8.6%, 13.5%, 23.8%, and 36.4%, respectively. After high-risk surgery, these rates were 13.5% for those with scores of 10 or less, 23.7% for those with scores of 11 to 20, 31.1% for those with scores of 21 to 30, 42.5% for those with scores of 31 to 40, and 54.4% for those with scores of more than 40. Stratifying by the number of complications, significant increases in FTR were observed across RAI categories after both low-risk and high-risk procedures. After a low-risk procedure, odds of FTR after 1 major complication for patients with RAI scores of 11 to 20 increased 5-fold over those with RAI scores of 10 or less (odds ratio [OR], 5.3; 95% CI, 3.9-7.1). Odds ratios were 8.1 (95% CI, 5.6-11.7) for patients with RAI scores of 21 to 30; 22.3 (95% CI, 13.9-35.6) for patients with scores of 31 to 40; and 43.9 (95% CI, 19-101.1) for patients with scores of more than 40. For patients undergoing a high-risk procedure, the corresponding ORs were likewise consistently elevated (RAI score 11-20: OR, 2.5; 95% CI, 2.3-2.7; vs RAI score 21-30: 5.1; 95% CI, 4.6-5.5; vs RAI score 31-40: 8.9; 95% CI, 8.1-9.9; vs RAI score >40: 18.4; 95% CI, 15.7-21.4). Conclusions and Relevance: Frailty has a dose-response association with complications and FTR, which is apparent after low-risk and high-risk inpatient surgery. Systematic assessment of frailty in preoperative patients may help refine estimates of surgical risk that could identify patients who might benefit from perioperative interventions designed to enhance physiologic reserve and potentially mitigate aspects of procedural risk, and would provide a framework for shared decision-making regarding the value of a given surgical procedure.
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