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Keywords = indocyanine green (ICG)

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14 pages, 2415 KB  
Article
Improved Quantification of ICG Perfusion Through Motion Compensation in Fluorescence-Guided Surgery
by Sermed Ellebæk Nicolae, Thomas Baastrup Piper, Nikolaj Albeck Nerup, Michael Patrick Achiam and Morten Bo Søndergaard Svendsen
Diagnostics 2026, 16(2), 176; https://doi.org/10.3390/diagnostics16020176 - 6 Jan 2026
Viewed by 203
Abstract
Background/Objectives: Motion artifacts significantly distort fluorescence measurements during surgical perfusion assessment, potentially leading to incorrect clinical decisions. This study evaluates the efficacy of automated motion compensation (MC) in quantitative indocyanine green (q-ICG) imaging to improve the accuracy of perfusion assessment. Methods: [...] Read more.
Background/Objectives: Motion artifacts significantly distort fluorescence measurements during surgical perfusion assessment, potentially leading to incorrect clinical decisions. This study evaluates the efficacy of automated motion compensation (MC) in quantitative indocyanine green (q-ICG) imaging to improve the accuracy of perfusion assessment. Methods: Frames from ICG perfusion assessment during 17 pancreaticoduodenectomies were analyzed. Regions of interest (ROIs) were systematically placed on each frame series, and automated MC was applied to track tissue movement. Performance was evaluated by comparing MC with surgeon-adjusted placement using multiple image quality metrics and analyzing perfusion metrics on time–intensity curves. Principal Component Analysis (PCA) was applied to explore whether image patterns could distinguish between successful and unsuccessful motion compensation. Results: Automated motion compensation successfully corrected motion artifacts in 67.5% of frame sequences, achieving comparable performance to surgeon-guided adjustments. PCA demonstrated clear separation between sufficient and insufficient corrections (AUC = 0.80). At the population level, MC did not significantly change perfusion slope (t(59) = 1.60, p = 0.11) or time-to-peak (Tmax; t(58) = 0.81, p = 0.42). Bland–Altman analysis showed a mean bias of −0.54 (SD = 3.32) for slope and 24.95 (SD = 238.40) for Tmax. At the individual level, 86.7% of slope and 79.7% of Tmax values differed by ≥10% after MC, with mean absolute percentage changes of 108.5% (median 37.8%) and 431.5% (median 65.9%), respectively. Conclusions: MC effectively reduces motion artifacts in fluorescence-guided perfusion assessment. By improving the precision of ICG-derived parameters, this technology enhances measurement reliability and represents an enabler for accurate intraoperative perfusion quantification. Full article
(This article belongs to the Section Medical Imaging and Theranostics)
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13 pages, 1637 KB  
Article
Recovery of IR700 Fluorescence After Near-Infrared Photoimmunotherapy: Discovery and Mechanistic Insights
by Hideki Tanaka, Shuhei Okuyama, Ken Shirota, Mayumi Sugahara, Akiko Banba, Akihiro Ishikawa, Nobuhisa Minakata, Hirobumi Fuchigami, Masahiro Yasunaga and Tomonori Yano
Cancers 2026, 18(1), 162; https://doi.org/10.3390/cancers18010162 - 2 Jan 2026
Viewed by 337
Abstract
Background/Objectives: Near-infrared photoimmunotherapy (NIR-PIT) is a molecularly targeted cancer therapy that employs antibody–photoabsorber conjugates (APCs) comprising the photosensitizer IRDye700DX (IR700) and tumor-specific antibodies. Following near-infrared (NIR) light irradiation, IR700 undergoes structural modification, inducing selective and rapid necrotic cell death. In mouse tumor [...] Read more.
Background/Objectives: Near-infrared photoimmunotherapy (NIR-PIT) is a molecularly targeted cancer therapy that employs antibody–photoabsorber conjugates (APCs) comprising the photosensitizer IRDye700DX (IR700) and tumor-specific antibodies. Following near-infrared (NIR) light irradiation, IR700 undergoes structural modification, inducing selective and rapid necrotic cell death. In mouse tumor models, we observed that IR700 fluorescence decreased during irradiation but recovered immediately afterward. This study aimed to characterize this novel phenomenon, named “early fluorescence recovery,” and explore its therapeutic implications. Methods: Cetuximab-IR700 (Cet-IR700) was synthesized and administered to A431 and FaDu-Luc2 xenograft female BALB/c-nu/nu mouse models. In vivo fluorescence imaging was conducted using LIGHTVISION during and after NIR irradiation (690 nm, 50 J/cm2). Reactive oxygen species involvement was examined via intraperitoneal administration of L-sodium ascorbate. Tumor blood flow changes were assessed via indocyanine green (ICG) imaging, and therapeutic efficacy was compared between single and divided irradiation protocols. Results: Tumor fluorescence markedly decreased during NIR-PIT but rapidly recovered within 10 min after irradiation. This recovery was significantly inhibited by L-sodium ascorbate (p < 0.01) and accompanied by increased ICG fluorescence (p < 0.01), suggesting enhanced tumor perfusion. Divided irradiation performed after fluorescence recovery tended to yield greater tumor suppression than did single irradiation, although the difference was not statistically significant. Conclusions: Early fluorescence recovery after NIR-PIT reflects transient reactivation of photoactive APCs through oxygen-dependent molecular and vascular mechanisms. Exploiting this brief recovery window with divided irradiation may improve therapeutic efficacy and guide optimization of NIR-PIT protocols. Full article
(This article belongs to the Section Cancer Therapy)
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20 pages, 2857 KB  
Review
Fluorescence-Guided Surgery in Pediatric Oncology: Current Practice and Future Directions
by Dominique C. Simons, Lorenz H. M. van Schalkwijk, Michiel A. J. van de Sande, Alexander L. Vahrmeijer, Marc H. W. A. Wijnen, Alida F. W. van der Steeg and Willemieke S. F. J. Tummers
Cancers 2026, 18(1), 149; https://doi.org/10.3390/cancers18010149 - 31 Dec 2025
Viewed by 299
Abstract
Background/Objectives: Achieving complete, yet safe tumor resections are particularly challenging in pediatric oncology due to infiltrative tumor growth patterns, small patient size, and the close proximity to critical structures. Fluorescence-guided surgery (FGS) enhances visualization of anatomy, tissue perfusion, and tumor tissue in [...] Read more.
Background/Objectives: Achieving complete, yet safe tumor resections are particularly challenging in pediatric oncology due to infiltrative tumor growth patterns, small patient size, and the close proximity to critical structures. Fluorescence-guided surgery (FGS) enhances visualization of anatomy, tissue perfusion, and tumor tissue in real time, potentially improving surgical precision. While widely explored in adults, its application in pediatric oncology remains limited. This review summarizes current evidence on FGS in pediatric oncology, with emphasis on the unique challenges inherent to this field. Finally, strategies to accelerate clinical translation and assess the potential clinical value are proposed. Methods: A narrative review of the literature was conducted using PubMed and Embase to identify English-language publications on FGS in pediatric oncology up to September 2025. Search terms included Fluorescence, Pediatrics, Neoplasms, and Surgery. Results: Studies commonly reported that indocyanine green (ICG) aids in lymph node mapping, hepatoblastoma resection, and visualization of vascular structures and tissue perfusion. However, its non-specific nature and lack of histopathological validation limits diagnostic precision in tumor imaging. Tissue-specific agents are being investigated in first-in-humans trials to improve sensitivity and specificity, and to identify ureters and nerves. Conclusions: In this review, the challenging roadmap for advancing FGS in pediatric oncology is presented. Closing current gaps will require coordinated efforts in target discovery, agent design, and clinical validation. If successful, FGS can evolve from a promising tool into an indispensable clinical technique that enhances surgical precision, reduces recurrence, and ultimately improves long-term outcomes for children with cancer. Full article
(This article belongs to the Special Issue Research on Fluorescence-Guided Surgery in Cancer Treatment)
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10 pages, 2666 KB  
Article
The Role of Quantitative Indocyanine Green Angiography with Relative Perfusion Ratio in the Assessment of Gastric Conduit Perfusion in Oesophagectomy: A Retrospective Study
by Lee Shyang Kyang, Nurojan Vivekanandamoorthy, Simeng Li, David Goltsman, Aldenb Lorenzo and Neil Merrett
J. Clin. Med. 2026, 15(1), 184; https://doi.org/10.3390/jcm15010184 - 26 Dec 2025
Viewed by 249
Abstract
Background: Anastomotic leak (AL) after esophagectomy remains a devastating complication. Indocyanine green (ICG) fluorescence angiography may mitigate this risk by enabling perfusion-guided anastomotic site selection. This study evaluates the feasibility of quantitative ICG angiography using the SPY-PHI QP® system (Stryker AB, Malmö, [...] Read more.
Background: Anastomotic leak (AL) after esophagectomy remains a devastating complication. Indocyanine green (ICG) fluorescence angiography may mitigate this risk by enabling perfusion-guided anastomotic site selection. This study evaluates the feasibility of quantitative ICG angiography using the SPY-PHI QP® system (Stryker AB, Malmö, Sweden) during gastric conduit reconstruction. Methods: Six patients undergoing esophagectomy (Ivor Lewis/McKeown) after neoadjuvant therapy were retrospectively identified. ICG angiography was performed intraoperatively, with perfusion at the gastric conduit quantified as a relative perfusion ratio (RPR) using the first duodenal segment as the reference (100%). Anastomotic sites were selected based on maximal RPR (threshold > 80%). Postoperative outcomes included AL incidence (radiological/clinical), complications (Clavien–Dindo), and 90-day mortality. Results: All patients (median age: 69 years) underwent successful perfusion assessment. Adenocarcinoma predominated (50%, 3/6), with most tumours at the gastroesophageal junction (Siewert II: 66%). Intraoperative RPR at anastomotic sites ranged from 80% to 100%. No anastomotic leaks occurred. Complications included Clavien–Dindo grade II (n = 3; respiratory infections) and grade IV (n = 2; reintubation). There was no 90-day mortality. Conclusions: Quantitative ICG angiography using the SPY-PHI QP® system facilitated perfusion-guided anastomosis with no leaks observed. Standardising perfusion assessment based on an RPR threshold of >80% may enhance surgical safety, though larger studies are needed to validate these findings. Full article
(This article belongs to the Section Gastroenterology & Hepatopancreatobiliary Medicine)
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14 pages, 396 KB  
Review
Endoscopic Tattooing Using Indocyanine Green (ICG) Fluorescence for Intraoperative Guidance in Colorectal Surgery: Review of the Literature
by Fotios Seretis, Antonia Panagaki, Georgios Tziatzios, Paraskevas Gkolfakis, Evdokia Romanou, Vasilis Papastergiou, Andreas Theodorou, Andreas Kapiris, Dimitrios Theodorou, Tania Triantafyllou, Stylianos Kapiris and Konstantina Paraskeva
Cancers 2026, 18(1), 22; https://doi.org/10.3390/cancers18010022 - 20 Dec 2025
Viewed by 337
Abstract
Background and Objectives: Accurate endoscopic lesion localization is crucial for planning and performing curative-intent surgery in colorectal cancer management. The use of indocyanine green (ICG) has been described as a novel alternative for colorectal lesion marking. Materials and Methods: We have performed a [...] Read more.
Background and Objectives: Accurate endoscopic lesion localization is crucial for planning and performing curative-intent surgery in colorectal cancer management. The use of indocyanine green (ICG) has been described as a novel alternative for colorectal lesion marking. Materials and Methods: We have performed a systematic review of the literature on the use of ICG-based tattooing for patients with colorectal cancer undergoing surgery. Results: A total of 19 studies were identified. Seven studies reposted the rates of successful intraoperative localization following ICG tattooing. Additionally, six studies provided detailed descriptions of the administration protocols, including both timing and dosage. A total of twelve studies described the utility of ICG-based tattooing for subsequent lymphadenectomy and its oncologic implications. Lymphadenectomy under fluorescent guidance was associated with increased lymph node yields as well as a change to the surgical lymphadenectomy plan in a significant proportion of patients. Conclusions: ICG-based endoscopic tattooing has demonstrated significant value in facilitating precise lesion localization during curative-intent colorectal surgery. Moreover, its use has been extended to guiding lymphadenectomy, with reports indicating improved lymph node yields. Nevertheless, further research is required to standardize protocols and address existing limitations. Full article
(This article belongs to the Special Issue Novel Concepts in Gastrointestinal Surgical Oncology)
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21 pages, 2637 KB  
Article
Stability and Selectivity of Indocyanine Green Towards Photodynamic Therapy of CRL-2314 Breast Cancer Cells with Minimal Toxicity to HTB-125 Cells
by Wiktoria Mytych, Dorota Bartusik-Aebisher, David Aebisher and Gabriela Henrykowska
Molecules 2025, 30(24), 4773; https://doi.org/10.3390/molecules30244773 - 14 Dec 2025
Viewed by 578
Abstract
Background: Photodynamic therapy (PDT) with indocyanine green (ICG) offers a promising, minimally invasive approach for selective tumor ablation in breast cancer. This study investigates the stability, cellular uptake, and photodynamic efficacy of ICG in CRL-2314 breast cancer cells compared with HTB-125 normal mammary [...] Read more.
Background: Photodynamic therapy (PDT) with indocyanine green (ICG) offers a promising, minimally invasive approach for selective tumor ablation in breast cancer. This study investigates the stability, cellular uptake, and photodynamic efficacy of ICG in CRL-2314 breast cancer cells compared with HTB-125 normal mammary epithelial cells, with a focus on population density-dependent cytotoxicity. Cells were incubated with 50 µM ICG for 1–3 h and irradiated with a 780 nm laser. Viability was assessed using the Muse® Count & Viability Kit at 1–3 h. ICG uptake kinetics were quantified by flow cytometry. Singlet oxygen (1O2) generation was confirmed via 1270 nm phosphorescence and Stern–Volmer quenching. ICG uptake saturated at 2 h (89 ± 4% positive cells), with lysosomal colocalization. In CRL-2314 cells, viability decreased density- and time-dependently, reaching 40 ± 5% at 1 × 106 cells after 3 h (p < 0.0001), with IC50 = 23.8 µM (95% CI: 20–27 µM) at 72 h. HTB-125 cells maintained > 80% viability even at 300 µM, yielding no IC50. Two-way ANOVA confirmed cell line specificity (F = 428.7, p < 0.0001). ICG-PDT exhibits high selectivity and density-dependent efficacy against CRL-2314 cells with minimal toxicity to HTB-125, driven by enhanced uptake, sustained 1O2 production, and differential metabolic responses. These findings support ICG-PDT as a precision modality for breast cancer therapy. Full article
(This article belongs to the Section Medicinal Chemistry)
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16 pages, 638 KB  
Review
A Comprehensive Review of Margin Identification Methods in Soft Tissue Sarcoma
by Yasmin Osman, Jean-Philippe Dulude, Frédéric Leblond and Mai-Kim Gervais
Curr. Oncol. 2025, 32(12), 703; https://doi.org/10.3390/curroncol32120703 - 13 Dec 2025
Viewed by 599
Abstract
Soft tissue sarcomas (STS) are rare and heterogeneous tumors for which achieving complete tumor resection with negative surgical margins remains the cornerstone of curative treatment and a key predictor of survival. Current intraoperative resection margin status assessment techniques remain limited, as traditional intraoperative [...] Read more.
Soft tissue sarcomas (STS) are rare and heterogeneous tumors for which achieving complete tumor resection with negative surgical margins remains the cornerstone of curative treatment and a key predictor of survival. Current intraoperative resection margin status assessment techniques remain limited, as traditional intraoperative frozen section analysis is of limited accuracy for most STS histological subtypes. This comprehensive review evaluates current and emerging margin assessment techniques used intra-operatively during STS resection. A systematic search of PubMed and PubMed Central databases from 2000 to 2025 identified studies using fluorescence imaging, spectroscopy, and ultrasound-based modalities. Indocyanine green (ICG) fluorescence-guided surgery appeared to be the closest to widespread use, with the most clinical evidence showing potential to reduce positive margins. Use of acridine orange (AO) as a fluorescent dye also showed potential in decreasing local recurrences, but it remains in the experimental stage of research with little clinical data available. Raman spectroscopy has recently shown high accuracy in identifying STS from healthy tissue, but the impact of its use on patient outcomes has not been studied yet. Other techniques, such as diffuse reflectance spectroscopy (DRS), rapid evaporative ionization mass spectrometry (REIMS), optical coherence tomography (OCT), and intraoperative ultrasound (IOUS) yielded encouraging results but still require further prospective studies to validate their safety, reproducibility, and clinical utility in improving surgical precision and patient outcomes. Full article
(This article belongs to the Special Issue Sarcoma Surgeries: Oncological Outcomes and Prognostic Factors)
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17 pages, 1020 KB  
Article
Comparative Antimicrobial and Oxidative Damage of Indocyanine Green, Methylene Blue, and Curcumin on Dual-Species Biofilms of Enterococcus faecalis and Candida albicans
by Nayara Gabriely Dourado, Gladiston William Lobo Rodrigues, Laura Cesário Oliveira, Rayara Nogueira de Freitas, Larissa Victorino Sampaio, Yuri Gabriel Chamorro de Moraes, Maria Rita de Lúcio Lino Alves, Gabriele Fernandes Baliero, Lucas Guilherme Leite da Silva, Antonio Hernandes Chaves-Neto, Luciano Tavares Angelo Cintra, Renato de Toledo Leonardo and Rogério Castilho Jacinto
Int. J. Mol. Sci. 2025, 26(24), 12002; https://doi.org/10.3390/ijms262412002 - 13 Dec 2025
Viewed by 298
Abstract
Failure of the endodontic treatment is often associated with persistent polymicrobial biofilms, particularly those involving Enterococcus faecalis (E. faecalis) and Candida albicans (C. albicans), which display synergistic pathogenicity and resistance to standard disinfection methods. This in vitro study compared the [...] Read more.
Failure of the endodontic treatment is often associated with persistent polymicrobial biofilms, particularly those involving Enterococcus faecalis (E. faecalis) and Candida albicans (C. albicans), which display synergistic pathogenicity and resistance to standard disinfection methods. This in vitro study compared the antimicrobial activity and oxidative damage induced by indocyanine green (ICG)–mediated laser ablation (LA) with that produced by antimicrobial photodynamic therapy (aPDT) using methylene blue (MB) or curcumin (CUR) in root canals infected with dual-species biofilms. The samples were divided into five experimental groups (n = 20): Group A—Methylene Blue + Red Laser (RL), Group B—Curcumin + Blue LED (BL), Group C—Indocyanine Green + Infrared Diode Laser (DL), Group D—saline solution (Negative Control—NC), Group E—2.5% sodium hypochlorite (Positive Control—PC). One hundred treated bovine incisors (20 per group) were analyzed for microbial viability (colony-forming unit (CFU/mL)), the metabolic functionality of biofilms was assessed through the 2,3-bis(2-methoxy-4-nitro-5-sulfophenyl)-5-[(phenylamino)carbonyl]-2H-tetrazolium hydroxide (XTT) based reduction method, and oxidative stress markers, including Thiobarbituric Acid Reactive Substances (TBARS), protein carbonyl content, total oxidant capacity (TOC), and total protein levels. All experimental treatments significantly reduced microbial load compared to the negative control (p < 0.05), with ICG achieving the greatest reduction. ICG also induced the highest levels of oxidative stress across all parameters (p < 0.05). These findings suggest that LA with ICG is more effective than aPDT with MB or CUR, achieving disinfection outcomes comparable to those of 2.5% sodium hypochlorite, and warrant further investigation in complex clinical models. Full article
(This article belongs to the Section Molecular Nanoscience)
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10 pages, 307 KB  
Case Report
First Reported Case of Acute Kidney Injury Following Intraureteral Indocyanine Green Administration During Bilateral Endometrioma Excision
by Anna Scholz, Olga Redko, Michał Kostrzanowski and Filip Dąbrowski
J. Clin. Med. 2025, 14(24), 8758; https://doi.org/10.3390/jcm14248758 - 10 Dec 2025
Viewed by 495
Abstract
Indocyanine green (ICG) is widely used in minimally invasive surgery for real-time fluorescence imaging of vascular, biliary, and urological structures. Although its intravenous use has been extensively validated, data on intraureteral administration remain scarce, particularly regarding renal safety. We report the case of [...] Read more.
Indocyanine green (ICG) is widely used in minimally invasive surgery for real-time fluorescence imaging of vascular, biliary, and urological structures. Although its intravenous use has been extensively validated, data on intraureteral administration remain scarce, particularly regarding renal safety. We report the case of a 50-year-old woman undergoing laparoscopic bilateral endometrioma excision with intraureteral ICG instillation for ureteral visualisation. Despite an uneventful surgery, the patient developed anuria and acute kidney injury (AKI) within 24 h, requiring temporary hemodialysis. Imaging demonstrated bilateral renal dysfunction without evidence of ureteral transection. Renal function gradually improved with supportive care, and dialysis was discontinued. This is, to our knowledge, the first reported case of AKI following intraureteral ICG use. Potential mechanisms include dye-induced tubular toxicity, ischemic injury, and multifactorial perioperative stressors. Given the increasing adoption of near-infrared fluorescence in gynecologic and urologic surgery, our case highlights the urgent need for systematic studies on the renal safety of intraureteral ICG administration. Until further evidence emerges, surgeons should use the technique with caution, particularly in patients with preexisting risk factors for AKI. Full article
(This article belongs to the Special Issue Advances in the Diagnosis and Treatment of Acute Kidney Injury)
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12 pages, 1048 KB  
Article
Fluorescence-Guided Thoracoscopic Surgery Using Indocyanine Green (ICG) in Canine Cadavers: A Descriptive Evaluation of Video-Assisted (VATS) and Robot-Assisted (RATS) Approaches
by Francisco M. Sánchez-Margallo, Lucía Salazar-Carrasco, Manuel J. Pérez-Salazar and Juan A. Sánchez-Margallo
Animals 2025, 15(24), 3519; https://doi.org/10.3390/ani15243519 - 5 Dec 2025
Viewed by 362
Abstract
Precise intraoperative identification of the canine thoracic duct remains challenging due to anatomical variability and limited visualization. This exploratory cadaveric feasibility study aimed to describe the technical applicability of fluorescence-guided thoracic duct mapping using video-assisted thoracoscopy (VATS) and robot-assisted thoracoscopy (Versius™ system). Four [...] Read more.
Precise intraoperative identification of the canine thoracic duct remains challenging due to anatomical variability and limited visualization. This exploratory cadaveric feasibility study aimed to describe the technical applicability of fluorescence-guided thoracic duct mapping using video-assisted thoracoscopy (VATS) and robot-assisted thoracoscopy (Versius™ system). Four adult Beagle cadavers underwent bilateral thoracoscopic exploration after intranodal injection of indocyanine green (ICG, Verdye®, 0.05 mg/kg; 0.5 mL). Near-infrared (NIR) fluorescence imaging enabled real-time visualization of the thoracic duct and its branches. Fluorescence quality was quantitatively characterized using signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR), and contrast resolution (CR) calculated from standardized image frames. Both approaches achieved successful duct identification in all cadavers. VATS provided brighter overall fluorescence, whereas the robotic-assisted approach offered stable imaging, enhanced instrument dexterity, and improved duct-to-background discrimination. These findings confirm the feasibility of fluorescence-guided thoracic duct identification using both minimally invasive modalities in canine cadavers. The standardized assessment of optical parameters proposed here may support future in vivo studies to optimize imaging protocols and evaluate the clinical impact of fluorescence-guided thoracic duct surgery in dogs. Full article
(This article belongs to the Section Companion Animals)
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15 pages, 2075 KB  
Article
Standardized and Quantitative ICG Perfusion Assessment: Feasibility and Reproducibility in a Multicentre Setting
by Eline Feitsma, Hugo Schouw, Tim Hoffman, Sam van Dijk, Wido Heeman, Jasper Vonk, Floris Tange, Jan Koetje, Liesbeth Jansen, Abbey Schepers, Tessa van Ginhoven, Wendy Kelder, Gooitzen van Dam, Wiktor Szymanski, Milou Noltes and Schelto Kruijff
Life 2025, 15(12), 1868; https://doi.org/10.3390/life15121868 - 5 Dec 2025
Viewed by 453
Abstract
Indocyanine green near-infrared fluorescence (ICG-NIRF) imaging is widely used to assess tissue perfusion, yet its subjective interpretation limits correlation with postoperative parathyroid function. To address this, the Workflow model for ICG-angiography integrating Standardization and Quantification (WISQ) was developed. This exploratory prospective multicenter study [...] Read more.
Indocyanine green near-infrared fluorescence (ICG-NIRF) imaging is widely used to assess tissue perfusion, yet its subjective interpretation limits correlation with postoperative parathyroid function. To address this, the Workflow model for ICG-angiography integrating Standardization and Quantification (WISQ) was developed. This exploratory prospective multicenter study evaluated the reproducibility of WISQ in adults undergoing total thyroidectomy at two Dutch university centres. Patients with contraindications to ICG or prior neck surgery were excluded. Intraoperative imaging used standardized camera settings with blood volume-adjusted ICG dosing, and perfusion curves were analyzed using predefined regions of interest. Eighty patients were included. Significant inter-centre variability was observed in maximum fluorescence intensity, inflow slope, and outflow slope (n = 30). At the lead centre, outflow was the most promising predictor of postoperative hypoparathyroidism (HPT) (median −0.33 [IQR −0.49–−0.15] a.f.u./s for HPT vs. −0.68 [−0.91–−0.41], n = 17, p = 0.08), although no parameter significantly predicted HPT. Repeated ICG injections consistently produced lower maximal intensities irrespective of injection rate, and reproducible curves were achieved only when ICG was freshly dissolved at 0.5 mg/mL instead of 2.5 mg/mL. These findings indicate that ICG concentration and injection technique influence perfusion kinetics and underscore the need to update WISQ with standardized injection dilution to improve its clinical utility. Full article
(This article belongs to the Special Issue Thyroid and Parathyroid Diseases: Advances in Molecular Imaging)
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11 pages, 873 KB  
Review
Technological Advances in Intra-Operative Navigation: Integrating Fluorescence, Extended Reality, and Artificial Intelligence
by Edward Murphy and Ronan A. Cahill
J. Clin. Med. 2025, 14(23), 8574; https://doi.org/10.3390/jcm14238574 - 3 Dec 2025
Viewed by 638
Abstract
Surgical navigation is a rapidly advancing area of innovation that has extended from its roots as a tool based on rigid anatomical landmarks into the complex domain of soft-tissue surgery. Three complementary technologies—fluorescence-guided surgery (FGS), extended reality (XR), and artificial intelligence (AI)—are converging [...] Read more.
Surgical navigation is a rapidly advancing area of innovation that has extended from its roots as a tool based on rigid anatomical landmarks into the complex domain of soft-tissue surgery. Three complementary technologies—fluorescence-guided surgery (FGS), extended reality (XR), and artificial intelligence (AI)—are converging to provide real-time visualisation and decision support. FGS, most often currently using indocyanine green (ICG), is now widely applied for perfusion assessment, lymphatic mapping, and biliary anatomy delineation, with growing evidence of improved surgical safety and efficacy. Targeted fluorophores are under development to enable disease-specific imaging, while XR platforms can overlay three-dimensional reconstructions onto the operative field to enhance spatial orientation. AI offers the potential to standardise interpretation, reduce variability, and analyse complex intra-operative datasets to guide surgical decisions. Despite these advances, significant barriers remain before broad clinical deployment, including technical limitations, limited high-quality evidence, training demands and regulatory and ethical challenges. The near future of surgical navigation lies in integrating FGS, XR, and AI into a cohesive system that enhances precision, safety, and outcomes and remains adaptable to future imaging and therapeutic innovations. Full article
(This article belongs to the Special Issue Surgical Precision: The Impact of AI and Robotics in General Surgery)
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14 pages, 3153 KB  
Case Report
Indocyanine Green-Guided Lymphatic Sparing Surgery for Lipedema: A Case Series
by Michael Mazarei, Shayan Mohammad Sarrami, Darya Fadavi, Meeti Mehta, Anna Bazell and Carolyn De La Cruz
Lymphatics 2025, 3(4), 42; https://doi.org/10.3390/lymphatics3040042 - 2 Dec 2025
Viewed by 664
Abstract
Background: Lipedema is a progressive adipofascial disorder marked by painful nodular fat deposition that is often mistaken for obesity. While tumescent liposuction reduces limb volume with relative lymphatic safety, persistent large, painful lobules frequently remain, and excisional strategies risk iatrogenic lymphatic injury. We [...] Read more.
Background: Lipedema is a progressive adipofascial disorder marked by painful nodular fat deposition that is often mistaken for obesity. While tumescent liposuction reduces limb volume with relative lymphatic safety, persistent large, painful lobules frequently remain, and excisional strategies risk iatrogenic lymphatic injury. We evaluated the application of intraoperative indocyanine green (ICG) lymphography to identify and preserve lymphatic channels during debulking surgery for symptomatic lipedema. Methods: We conducted a single-center case series (University of Pittsburgh Medical Center, July 2023–December 2024) of adults with lipedema refractory to conservative therapy who underwent a selective dermato-lipectomy (lobule/skin excision) with or without tumescent liposuction. Patients with clinical lymphedema or dermal backflow in ICG were excluded. Near-infrared ICG (SPY-PHI) was used for pre-incision mapping and real-time intraoperative guidance; lymphatic trajectories were marked and spared during lobule excision. Primary measures included dermal backflow patterns and lymph node transit time; secondary outcomes were complications and symptom burden (Lymphedema Life Impact Scale, LLIS) through ≥24 months. Results: Eight patients (five female/three male; mean age 49.5 ± 14.4 years; median BMI 52.65 kg/m2) underwent ICG-guided surgery. Preoperatively, linear lymphatic patterns were visualized up to the knee in all patients, but dermal backflow patterns could not be visualized in 83% from the level of the knee to the groin. Still, 67% demonstrated inguinal nodal uptake (mean transit 24 min), suggesting preserved lymphatic transport. All cases achieved intraoperative confirmation of intact lymphatic flow after debulking. The mean liposuction aspirate was 925 ± 250 mL per lower extremity; the mean excision mass was 2209 ± 757 g per lower extremity. Complications included two superficial cellulitis events (25%) and one wound dehiscence (12.5%); no hematomas or skin necrosis occurred. No patient developed clinical or imaging evidence of iatrogenic lymphedema during follow-up. Conclusions: Intraoperative ICG lymphography is a practical adjunct for lymphatic-sparing debulking of symptomatic lipedema, enabling real-time identification and preservation of superficial collectors while addressing focal lobules. This hybrid approach—targeted tumescent liposuction followed by ICG-guided superficial dermato-lipectomy—was associated with meaningful symptom improvement and a low morbidity in this early series. Full article
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29 pages, 3130 KB  
Article
Evaluation of Selective Efficacy of Indocyanine Green-Mediated Photodynamic Therapy ICG-PDT in MCF-7 Breast Cancer Cells Compared to Healthy Cells in a 3D Hollow Fiber Bioreactor Model
by Wiktoria Mytych, Magdalena Czarnecka-Czapczyńska, Dorota Bartusik-Aebisher, David Aebisher, Gabriela Henrykowska and Aleksandra Kawczyk-Krupka
Pharmaceuticals 2025, 18(12), 1832; https://doi.org/10.3390/ph18121832 - 1 Dec 2025
Viewed by 727
Abstract
Objective: This study investigates the efficacy of indocyanine green-mediated photodynamic therapy (PDT) in targeting MCF-7 breast cancer cells, a representative model of luminal A subtype, compared to healthy breast epithelial cells. Methods: MCF-7 cells and healthy breast cells were cultured in a three-dimensional [...] Read more.
Objective: This study investigates the efficacy of indocyanine green-mediated photodynamic therapy (PDT) in targeting MCF-7 breast cancer cells, a representative model of luminal A subtype, compared to healthy breast epithelial cells. Methods: MCF-7 cells and healthy breast cells were cultured in a three-dimensional (3D) hollow fiber bioreactor to mimic the tumor microenvironment in vivo. Cells were treated with ICG at concentrations ranging from 1 to 1000 μM and then photoactivated using a diode laser. Cell viability was assessed by trypan blue staining, and the production of reactive oxygen species (ROS), including singlet oxygen (1O2) was measured. Results: Cell viability, assessed via trypan blue exclusion, decreased dose-dependently with ICG concentrations (1–1000 μM), with MCF-7 viability dropping from 94.5% ± 0.8% at 0.1 μM to 15.83% ± 0.66% at 1000 μM, compared to healthy cells retaining >50% viability up to 500 μM (55.2% ± 2.0% at 1000 μM). Student’s t-tests confirmed significant differences (p < 0.05) between MCF-7 and control (0 μM) at all concentrations, and between MCF-7 and healthy cells, indicating selective cytotoxicity (IC50: ~75 μM for MCF-7). Flow cytometry revealed MCF-7 cell concentrations were significantly lower than healthy cells’ across all ICG doses and seeding densities (p < 0.05). Spectroscopic analyses showed ICG absorption peaks at 800–900 nm, fluorescence at 800–820 nm, and singlet oxygen phosphorescence at 1270 nm, confirming effective ROS generation. Conclusions: Cell concentrations confirmed selective MCF-7 cytotoxicity (p < 0.05). Spectroscopic data validated ROS generation, supporting ICG-PDT’s potential as a selective therapy for early-stage breast cancer within a 50–500 μM therapeutic window. Full article
(This article belongs to the Section Medicinal Chemistry)
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Article
Triple-Tracer Sentinel Node Mapping: Maximizing Detection, Minimizing Dissection
by Daniel Alin Cristian, Bogdan Popescu, Cristian Valentin Toma, Sertaç Ata Güler, Adrian Bordea, Emil Popa, Draga-Maria Mandi, Bianca Maria Floarea and Răzvan-Valentin Scăunaşu
Life 2025, 15(12), 1839; https://doi.org/10.3390/life15121839 - 29 Nov 2025
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Abstract
Background: Sentinel lymph node (SLN) biopsy often combines technetium-99m (99mTc), indocyanine green (ICG), and methylene blue (MB), but few contemporary audits quantify the performance of each tracer when used together in routine practice. Methods: We conducted a single-center retrospective audit of 111 consecutive [...] Read more.
Background: Sentinel lymph node (SLN) biopsy often combines technetium-99m (99mTc), indocyanine green (ICG), and methylene blue (MB), but few contemporary audits quantify the performance of each tracer when used together in routine practice. Methods: We conducted a single-center retrospective audit of 111 consecutive SLN procedures for breast cancer patients undergoing SLNB using a triple-tracer approach with technetium-99m (99mTc), indocyanine green (ICG), and methylene blue (MB). We evaluated sentinel lymph node detection rates, the number of nodes retrieved, tracer concordance, and subgroup performance (including those with mastectomy and post-neoadjuvant therapy). Results: Identification was 96.4% for 99mTc (107/111), 93.7% for ICG (104/111), and 78.4% for MB (87/111). Performance was heterogeneous (Q = 26.2, p < 0.001); 99mTc and ICG each outperformed MB (Holm-adjusted p < 0.001), while 99mTc and ICG did not differ significantly. Triple-tracer workflows were associated with higher odds of detection; cross-validated AUCs reached 0.98 for 99mTc and 0.82 for ICG. Conclusions: Technetium remains a foundational tracer for SLNB, with ICG serving as a valuable adjunct that enhances nodal visualization and overall detection efficacy, and MB adds redundancy. Triple-tracer mapping achieved the best overall nodal identification and was associated with fewer sentinel nodes excised when complete tracer concordance was observed. Full article
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