ReviewFrontiers in surgery2022
How effective is indocyanine green (ICG) in localization of malignant pulmonary nodules? A systematic review and meta-analysis.
Review in Frontiers in surgery, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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.
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Who cites it
13 citing papers in PubMed, 24 citations in OpenAlex.
- Intraoperative localization of pulmonary nodules using indocyanine green-lipiodol marking: a single-center case series.General thoracic and cardiovascular surgery · 2026Article
- Imaging and characterization of pulmonary nodules in children with solid tumors: what makes a pulmonary nodule a metastasis?Pediatric radiology · 2026Review
- Use of indocyanine green in thoracic surgery: a literature review.Kardiochirurgia i torakochirurgia polska = Polish journal of cardio-thoracic surgery · 2026Review
- Single-Anesthesia Event for Lung Nodule Marking and Minimally Invasive Sublobar Resection.Journal of clinical medicine · 2025Article
- Enhancing the Photocatalytic Efficacy of g-CMolecules (Basel, Switzerland) · 2025Article
- The effectiveness and safety of computed tomography-guided hook-wire localization for secondary video-assisted thoracoscopic surgery: a retrospective study.Journal of thoracic disease · 2024Article
- Advantages and rational application of indocyanine green fluorescence in pulmonary nodule surgery: a narrative review.Journal of thoracic disease · 2024Review
- Whole-body fluorescence cryotomography identifies a fast-acting, high-contrast, durable contrast agent for fluorescence-guided surgery.Theranostics · 2024Article
- Feasibility and safety of computed tomography-guided intrapulmonary injection of indocyanine green for localization of peripheral pulmonary ground-glass nodules.Quantitative imaging in medicine and surgery · 2023Article
- Percutaneous Computed Tomography (CT)-Guided Localization with Indocyanine Green for the Thoracoscopic Resection of Small Pulmonary Nodules.Journal of clinical medicine · 2023Article
- Computed tomography-guided hookwire localization and medical glue combined with methylene blue localization for pulmonary nodules before video-assisted thoracoscopic surgery: a single-center, retrospective study.Quantitative imaging in medicine and surgery · 2023Article
- Computed tomography-guided localization of pulmonary nodules prior to thoracoscopic surgery.Thoracic cancer · 2023Review
- Use of indocyanine green (ICG) fluorescence spectroscopy in thoracoscopic surgery: seeing beyond the unseen.Journal of thoracic disease · 2022Article
Corrections and comments
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Authors and funding
6 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Video-Assisted and Robotic-Assisted techniques become constantly more prominent practice in thoracic surgery for lung cancer. Furthermore, the increased frequency in detection of small lung cancers makes the intra-operative identification of these cancers even more challenging. Indocyanine Green (ICG) is one of the most commonly used dyes that assists surgeons identify small lung cancers intra-operatively. Our study aimed to evaluate the effectiveness and safety of ICG in lung cancer detection. Methods: We performed a systematic review of the literature by screening the databases of MEDLINE, EMBASE, CENTRAL and Scopus until 30th April 2022 and the first 300 articles of Google Scholar for any suitable grey literature. We included any study that investigated the effectiveness of ICG in lung cancer detection. We excluded studies that explored the use of ICG only in identification of intersegmental planes, lymph node mapping, case reports and non-English articles. We aimed to perform a meta-analysis on test accuracy studies using hierarchical summary receiver operating characteristic (HSROC) and the bivariate random-effects models. In cases where the data for a localization technique was not sufficient for that analysis, it was presented with tables with narrative purposes. Each study was assessed for Risk of Bias (RoB) and Applicability using the QUADAS-2 tool. Results: We found 30 eligible studies that included a total of 1,776 patients who underwent ICG localization of pulmonary nodules. We identified three ICG localization techniques: CT-guided, endobronchial and intravenous. From the 30 studies, 13 investigated CT-guided localization, 12 explored an endobronchial method while 8 studies administered ICG intravenously the median reported success rate was 94.3% (IQR: 91.4%-100%) and 98.3% (IQR: 94%-100%) for the first two techniques respectively. Intravenous ICG lung cancer localization showed Sensitivity of 88% (95% CI: 59%-0.97%) and Specificity of 25% (95% CI: 0.04%-0.74%). There were 15.2% (150/989) patients who experienced complications from CT guided ICG localization. No ICG-related complications were reported in endobronchial or intravenous techniques. Conclusion: Our study provides a comprehensive review of the literature on ICG localization techniques for lung cancer. Current evidence suggests that ICG is boh effective and safe. Further prospective research with standardized protocols across multiple thoracic units is required in order to accurately validate these findings.
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