ArticleBMJ open2024
Predicting complications in elderly patients undergoing oral cancer resection with free flap reconstruction in China: a retrospective cohort study using the modified Frailty Index and Prognostic Nutritional Index.
Article in BMJ open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 2 of them syntheses that pooled it.
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Who cites it
8 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- From malnutrition to multimodal care: a bibliometric and knowledge mapping analysis of frailty research in cancer.Frontiers in nutrition · 2026Pooled it
- Association between prognostic nutritional index and survival of patients with oral cancer: a meta-analysis.Frontiers in oncology · 2025Pooled it
- Article
- Risk Factors for Catastrophic Health Events in Head and Neck Cancer: A Scoping Review to Inform Risk Prediction.Cancers · 2026Review
- Prognostic evaluation of sarcopenia with radiological and laboratory parameters in geriatric head and neck cancer patients.Discover oncology · 2026Article
- The 5-point Modified Frailty Index in Plastic and Reconstructive Surgery: Meta-analysis.Plastic and reconstructive surgery. Global open · 2026Article
- Validation of the Controlling Nutritional Status (CONUT) Score and the Systemic Immune-Inflammation Index (SII) for Predicting Leakage and Surgical Complications After Head and Neck Free Flap Reconstruction: A Pilot Study.Medicina (Kaunas, Lithuania) · 2025Article
- Perioperative laboratory profiles predict complications after extensive head and neck reconstruction: a proof-of-concept study.Frontiers in oncology · 2025Article
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4 authors.
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Abstract
objectivesThis study aimed to evaluate the predictive abilities of the 5-item modified Frailty Index (5-mFI), Prognostic Nutrition Index (PNI), and their combination in older adult patients undergoing oral cancer resection and free flap reconstruction.
designRetrospective cohort study.
settingSecondary care involving multiple centres treating older adult patients for oral cancer.
participantsThis study included a total of 1197 patients aged ≥60 years who underwent oral cancer resection with free flap reconstruction between January 2014 and December 2022. The study included patients aged ≥60 years with malignant tumours who underwent selective radical surgery, such as mandibulectomy, maxillectomy, glossectomy or laryngectomy, followed by free flap reconstruction under general anaesthesia. Exclusion criteria included the presence of any inflammatory disease affecting blood test results, incomplete clinical records or missing data for any of the five items in the 5-mFI. Patients were categorised into four groups based on PNI and 5-mFI values: (1) 'Control' (neither frail nor malnourished), (2) 'Frailty' (frail only), (3) 'Malnutrition' (malnourished only) and (4) 'Frailty+Malnutrition' (both frail and malnourished). PRIMARY AND SECONDARY OUTCOME MEASURES: The primary outcome was the rate of complications within 30 days after surgery. Secondary outcomes included unplanned reoperation rates, length of postoperative hospital stay and the predictive performance of PNI, 5-mFI and their combination.
resultsThe overall complication rate within 30 days post-surgery was 34.6%. The Frailty+Malnutrition group exhibited the highest risk of complications, longer postoperative hospital stays and increased rates of unplanned reoperation compared with the Control, Frailty and Malnutrition groups. The combined PNI and 5-mFI model significantly improved the predictive value for postoperative complications compared with either PNI or 5-mFI alone.
conclusionsOlder adult patients undergoing oral cancer resection with free flap reconstruction face considerable risk from frailty and malnutrition. Although both 5-mFI and PNI independently demonstrated good predictive abilities for postoperative complications, the combined model provided the best prediction. These findings could help optimise preoperative management in this high-risk population.
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