Evidence map›Paper›PMID 42479357›Full record

ArticleAnnals of surgical oncology2026

Intraoperative Prediction of Mastectomy Skin Flap Necrosis using Standardized ICG Grading and Quantitative Perfusion Mapping.

Yizhuo Shen, Lauren Valentine, Renee Gao, Stav Brown, Felix J Klimitz, Samira Glaeser-Khan, Meera Nair, Rohan Kumaran, Geronimo Salcedo, Nikita Singh and 2 more

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Article in Annals of surgical oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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.

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Yizhuo ShenPlastic and Reconstructive Surgery Division, Department of Surgery, Yale School of Medicine, New Haven, CT, USA.
Lauren ValentinePlastic and Reconstructive Surgery Division, Department of Surgery, Yale School of Medicine, New Haven, CT, USA.
Renee GaoUMass Chen Medical School, Worcester, MA, USA.
Stav BrownPlastic and Reconstructive Surgery Division, Department of Surgery, Yale School of Medicine, New Haven, CT, USA.
Felix J KlimitzPlastic and Reconstructive Surgery Division, Department of Surgery, Yale School of Medicine, New Haven, CT, USA.
Samira Glaeser-KhanPlastic and Reconstructive Surgery Division, Department of Surgery, Yale School of Medicine, New Haven, CT, USA.
Meera NairPlastic and Reconstructive Surgery Division, Department of Surgery, Yale School of Medicine, New Haven, CT, USA.
Rohan KumaranPlastic and Reconstructive Surgery Division, Department of Surgery, Yale School of Medicine, New Haven, CT, USA.
Geronimo SalcedoPlastic and Reconstructive Surgery Division, Department of Surgery, Yale School of Medicine, New Haven, CT, USA.
Nikita SinghPlastic and Reconstructive Surgery Division, Department of Surgery, Yale School of Medicine, New Haven, CT, USA.
Luccie WoPlastic and Reconstructive Surgery Division, Department of Surgery, Yale School of Medicine, New Haven, CT, USA.
Siba HaykalPlastic and Reconstructive Surgery Division, Department of Surgery, Yale School of Medicine, New Haven, CT, USA. siba.haykal@yale.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMastectomy skin flap necrosis (MSFN) remains a common complication after immediate breast reconstruction. Indocyanine green (ICG) angiography enables real-time perfusion assessment, but lack of standardized interpretation limits clinical utility. This study evaluates a standardized qualitative grading system combined with quantitative perfusion (QP) mapping for intraoperative risk stratification. PATIENTS AND

methodsA single-center cohort study was conducted in patients undergoing skin- or nipple-sparing mastectomy with immediate reconstruction. Intraoperative ICG angiography was performed, with QP measurements obtained across breast quadrants and the nipple-areolar complex (NAC). A five-point qualitative "Yale Grade" was assigned. The primary outcome was MSFN within 30 days. Model performance was assessed via receiver operating characteristic analysis and multivariable logistic regression.

resultsThe cohort included 185 reconstructions (104 patients), with an MSFN rate of 24.3%. MSFN incidence and severity decreased stepwise with improving Yale Grade (p < 0.001). Breasts with MSFN demonstrated significantly lower QP across all quadrants (p ≤ 0.001), with progressive decline by necrosis severity. Average QP demonstrated the highest discrimination (AUC 0.792) with a threshold of 49.0 (63.6% sensitivity, 83.2% specificity). Minimum QP also performed well (AUC 0.759) at 33.5 (72.7% sensitivity, 73.0% specificity). Yale Grade ≤ 3 demonstrated high specificity (89.2%). For NAC necrosis, average QP demonstrated the highest accuracy (AUC 0.899). On multivariable analysis, perfusion metrics remained independently predictive, whereas clinical variables were not.

conclusionsA standardized ICG grading system combined with QP mapping reliably predicts MSFN. Thresholds of average QP ≥ 49 and minimum QP < 33.5, integrated with Yale Grade ≤ 3, provide a practical, tiered framework for intraoperative decision-making.

Indexed as

Breast reconstructionFluorescence imagingIndocyanine green angiographyMastectomyMastectomy skin flap necrosis

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.