Retraction Note: Advancing breast cancer diagnosis with a near-infrared fluorescence imaging smart sensor for estrogen/progesterone receptor detection

撤稿声明:利用近红外荧光成像智能传感器检测雌激素/孕激素受体,推进乳腺癌诊断

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Abstract

Flap failure due to microvascular perfusion compromise represents an important cause of morbidity in reconstructive surgery. Traditional monitoring methods are subjective and lack predictive accuracy. Advanced contrast-based quantitative imaging methods, particularly indocyanine green fluorescence angiography (ICG-FA) and contrast-enhanced ultrasound (CEUS), provide objective hemodynamic information. This systematic review summarizes the evidence for their predictive validity for flap survival. A systematic search of PubMed/MEDLINE, Scopus, Web of Science, and the Cochrane Library was performed from inception up to February 1, 2026. Studies reporting quantitative perfusion parameters measured by ICG-FA or CEUS that were correlated with clinical outcomes (survival, necrosis) were included. Two reviewers independently screened titles/abstracts, conducted full-text reviews, extracted data, and evaluated risk of bias using the Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2) tool, chosen for its specific design to assess diagnostic accuracy studies. Data were synthesized narratively and, where possible, using meta-analysis. Given the inclusion of both human and animal studies, a sensitivity analysis was planned, excluding animal studies to assess their impact on the primary pooled estimates. Of 2,583 identified records, 28 studies met inclusion criteria (19 ICG-FA, 9 CEUS), encompassing 1,583 flaps. The major quantitative parameters identified were time-to-peak (TTP), maximum fluorescence intensity (MFI), area under the curve (AUC), and inflow/outflow slope. Pooled analysis for ICG-FA demonstrated a significant association between prolonged TTP (mean difference (MD) = 4.2 seconds, 95% confidence interval (CI) 2.8-5.6, p < 0.001) and reduced AUC (MD = -112.3 arbitrary units [a.u.], 95% CI -154.1 to -70.5, p < 0.001) with subsequent flap compromise. For CEUS, decreased peak intensity and delayed wash-in were consistently correlated with necrosis. The sensitivity of quantitative ICG-FA for predicting necrosis ranged from 82-94%, and specificity ranged from 88-96%. Quantification protocols and threshold definitions were highly heterogeneous (I² > 75%). Quantitative parameters derived from ICG-FA and CEUS demonstrate significant correlations with flap viability and offer greater objectivity than qualitative assessment. Standardization of imaging procedures and diagnostic thresholds is urgently needed to transform these promising techniques into validated, reliable clinical decision-support systems.

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