Skip to main content

MINI REVIEW article

Front. Surg., 17 February 2023
Sec. Surgical Oncology

The primary application of indocyanine green fluorescence imaging in surgical oncology

\r\nZhang-Yi Dai,&#x;Zhang-Yi Dai1,†Cheng Shen,&#x;Cheng Shen1,†Xing-Qi Mi,&#x;Xing-Qi Mi1,†Qiang Pu,
\r\nQiang Pu1,2*
  • 1Department of Thoracic Surgery, Sichuan University West China Medical Center, Chengdu, China
  • 2Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, China

Background: Indocyanine green (ICG) is a nontoxic, albumin-bound, liver-metabolized fluorescent iodide dye that has been widely utilized in clinical applications since the mid-1950s. However, after the 1970s, in-depth research on the fluorescence properties of ICG greatly expanded its application in the medical field.

Methods: In our mini-review, we searched the relevant literature on common oncology surgeries from PubMed, including lung cancer, breast cancer, gastric cancer, colorectal cancer, liver cancer, and pituitary tumors, using keywords such as indocyanine green, fluorescence imaging technology, and near-infrared fluorescence imaging. In addition, the application of targeted ICG photothermal technology in tumor therapy is briefly mentioned.

Results: In this mini-review, we analyzed studies on ICG fluorescence imaging in common surgical oncology and offered a thorough analysis of each form of cancer or tumor.

Conclusion: ICG has demonstrated significant potential in the detection and treatment of tumors in current clinical practice, although many applications are still in the preliminary stages, and multicenter studies are still required to more precisely define its indications, effectiveness, and safety.

Introduction

Since the mid-1950s, indocyanine green (ICG) has been utilized in clinical practice. Initially, ICG was used to quantitatively measure hepatic function and cardiac output (1). After the 1970s, studies focused on its fluorescent properties expanded the use of ICG to many other surgical fields, including retina and choroid imaging in ophthalmology (1), cerebral angiography in neurosurgery and cardiac vessel angiography in coronary surgery (2). From the mid-1990s to the early 2000s, the improvement of digital imaging resolution broke through technical barriers and further promoted the widespread development of ICG fluorescent angiography and lymphography (1, 2). As a result, ICG has been developed for many off-label applications in abdominal surgery, thoracic surgery, plastic surgery, lymphatic surgery, pediatric surgery and the detection and treatment of tumors (24). Recently, ICG fluorescence imaging has been extensively utilized in cancer-related research, such as sentinel lymph node (the first station of lymph node for malignant tumor drainage) biopsy, tumor locating, imaging-guided surgery procedures, determination of resection margins, lymph node fluorescence harvesting, and anastomotic perfusion assessment. Further clinical studies to explore other emerging uses of the dye are currently ongoing (5).

In this article, we discuss the primary application of ICG fluorescence imaging in common surgical oncology, mainly focusing on sentinel lymph node biopsy (SLNB), tumor locating, imaging-guided surgical procedures, and targeted phototherapy. Finally, in the discussion, we conclude with a brief overview of the future prospects of ICG-guided surgical oncology.

ICG biochemical and fluorescent profile

ICG is an amphiphilic, water soluble, tricarbocyanine dye (mass = 751.4 Da) that can be applied for intravenous injection (6). In blood, 98% of ICG is bound to plasma proteins, chiefly plasma albumin. The lipophilic component of ICG specifically interacts with plasma proteins by binding to their hydrophobic regions. This structure can produce a nontoxic interface and decrease the eruption of the dye (7). Therefore, ICG is almost nontoxic unless the patient is allergic to iodide (5). The hepatocyte takes up the dye via carriers and clears up more than 80% of the available ICG into the biles within 18 h of administration (2, 6), a process that follows first-order metabolism with matching uptake and clearance rates. In the first 10–20 min after injection, ICG is cleared out of the blood into the bile with a half-life of 3–4 min (7). However, after the initial period, the rate of clearance decreases gradually, and residual ICG can remain in the blood for more than 1 h (2, 7).

ICG is excited by a laser with a wavelength between 750 and 800 nm, and its fluorescence peaks at approximately 830 nm, which allows up to 10–15 mm of penetration into tissues and avoids autofluorescence from endogenous tissues (2). Therefore, ICG fluorescence (ICG-F) has high contrast and sensitivity (5). Moreover, ICG is inexpensive and readily available, promoting its application in the medical field, especially in surgery.

ICG in used sentinel lymph nodes (SLNs) biopsy of common surgical oncology

The SLN receives the first lymphatic flow from malignant tumors, and it is universally the first site of detection for potential malignancy dissemination (8). In surgery, SLNs are often difficult to detect or dissect completely during surgery.

ICG near-infrared (NIR) imaging technology to detect SLNs and visualize lymphatic vessels was introduced by Lim and Soter (9) in 1993. ICG offers unparalleled advantages in lymphatic drainage, especially the detection of deeper lymphatic structures, which is more accurate than technetium-99 and methylene blue (MB). This is especially important for obese patients (10). Moreover, ICG also avoids the risk of radiation exposure (11, 12). Table 1 summarizes the ICG dosage and administration in the studies mentioned in this subsection.

TABLE 1
www.frontiersin.org

Table 1. Characteristics of studies evaluating the ICG technique of SLNB in different cancers.

The use of nonfluorescent tracers in sentinel lymph node biopsy (SLNB) of lung cancer has had limited success in the past (13). In recent years, ICG has been injected into the peritumoral area for SLNBs in lung cancer, reporting a varied detection rate. Ito et al. (14) were the first to report that ICG was used for SLNB in lung cancer. A suspension of 5 ml (5 mg/ml) ICG and 400 U hyaluronidase was injected into the peritumoral area to identify SLNs, and the results showed a positive predictive value of 97% and a sensitivity of 87.5%. In this article, SLNs were defined as ICG concentrations greater than 1.25 times the average of all lymph nodes (LNs). However, this is arbitrary and questionable and lacks supporting data. In the studies of Yamashita et al. (15, 16), 10 mg ICG was similarly injected around the tumor in 61 patients. Subsequently, the anesthesiologist inflated and deflated the lung several times, and after 10 min, LNs were inspected under fluorescence imaging technology (FIT). This method achieved a lower SLN detection rate (80.3%) and false-negative rate (2.1%). Nomori (17) and Kawakami et al. (18) also used a peritumoral injection of ICG (2.5–10 mg) for SLNB, 84% and 72.7% of which found SLNs, respectively. However, in the study of Nomori et al. (17), the false-negative rate was over 20%, which may be associated with the rapid hepatic clearance of ICG and mechanical reasons such as pleural adhesions and fissure hypoplasia. If a fluorescent signal is detected in the N2 (mediastinal) LN stations but N1 (hilar and more distal) LN stations are not, this phenomenon in lung cancer is called “skip” metastasis. These studies demonstrated the feasibility of detecting SLNs after peritumoral injections of ICG, but no studies have been able to accurately identify “skip” metastatic LNs.

Different ICG concentrations, injection timings, solidity ratios of nodules, and mechanical issues may contribute to the detection rate of SLNs. In the study of Phillips et al. (19), ICG was injected into the peritumoral area to perform SLNB under FIT. The SLN(s) detection rate was significantly increased with ICG dose ≥1 mg versus ICG < 1 mg (65.2% vs. 35.0%, P = 0.05), albumin dissolvent versus fresh frozen plasma and sterile water (68.1% vs. 28.6% vs. 20%, P = 0.01), postinjection lung ventilation (65.2% vs. 35.0%, P = 0.05), and solid nodules versus subsolid nodules (77.4% vs. 33.3%, P = 0.04).

In breast cancer, surgeons who used ICG-FIT to perform SLNBs reported a 94% (17/18) detection rate (20). According to Jung et al. (21), the SLN detection rate of the dual method (DM) group, which included ICG-F and radioisotope (RI), was 98.3%, as opposed to 93.8% in the RI alone group, although there was no significant difference between the two groups (P = 0.14). Zhang (22) and Guo et al. (11) also demonstrated that the DM of ICG and methylene blue (MB) was significantly higher than that of MB alone (96.9% > 89.7%, P < 0.05; 99.5% > 89%, P < 0.001). ICG-FIT has the advantages of shorter imaging intervals between injection and visualization of lymphatic vessels and does not require a gamma probe compared to traditional tracers of technetium-99 or MB (23). Combining ICG and other traditional tracers is more effective than RI or MB alone in detecting SLNs. Larger, randomized controlled trials are needed to confirm these conclusions.

ICG NIR imaging technology is also used in gastrointestinal surgery research. Catalin Alius et al. (10) analyzed a total of 337 patients enrolled to explore the efficiency and sensitivity of ICG NIR in SLNBs in colon cancer surgery. The results showed that the detection rate of ICG was up to 90%–95%; thus, they considered it to be useful in lymphography and locating SLNs in colorectal cancer. Huang et al. (24) reported a combined SLN detection rate, accuracy, and sensitivity of 99% (95% CI: 97%–99%), 98% (95% CI: 95%–99%), and 90% (95% CI: 82%–95%), respectively, in cases of gastric cancer (GC). However, clinical studies have also shown that the sensitivity (ranging from 0% to 85.6%) of ICG to identify nodal metastases varies due to the variable methods used and the heterogeneity of the study groups (10). In addition, some studies have shown that ICG might elevate the efficiency of regional LN dissection (2527) and increase the total number of LNs retrieved for patients with GC in three aspects (28). Meanwhile, the perioperative risk for patients did not increase. Zhong et al. (29) analyzed the figures of two randomized controlled trials and showed that the average number of LNs retrieved in the ICG group was higher than that in the non-ICG group (49.9 vs. 42.0, P < 0.001). However, Park et al. (30) found that ICG imaging was not recommended for selective LN dissection in advanced GC because of the limited staining of perigastric LNs. To assess whether ICG-F imaging has a survival benefit in patients with different stages of GC, additional high-quality randomized controlled trials with larger sample sizes are needed (31, 32).

ICG in lung cancer

With the popularity of higher-resolution spiral computed tomography (CT), the detection of ground-glass opacities (GGOs), which are often pathologically proven to be early-stage lung cancer, is becoming increasingly common. Thus, surgeons are more likely to be exposed to this clinical condition than ever before. Identifying and locating the anatomical locations of small nodules and GGOs intraoperatively is not simple, especially in minimally invasive surgery. Identifying and locating GGOs intraoperatively is a major application of ICG NIR imaging in thoracic surgery. ICG is usually injected into the peritumoral area under CT or electromagnetic navigation bronchoscopy (ENB) guidance and then visualized by an NIR fluorescence imaging system. An average of 15 mg ICG was injected into peripheral lung nodules by Ujiie et al. (33) under the guidance of CT. Eighteen of 20 (90%) nodules were localized exclusively under NIR fluorescence thoracoscopy. One non-locatable nodule was 4.8 cm from the parietal pleura, and the other was undetected due to a technical problem of ICG delivery. In the study of Abbas et al. (34), 5–10 mg ICG was injected into the peritumoral area under ENB in 30 patients for tumor detection, followed by surgical resection. They reported an overall success rate of 98.1% (34). In a retrospective study conducted by Zhang et al. (35), patients who had small pulmonary nodules underwent lung resection after localization with the guidance of ENB. The success rate of nodule localization was 98.3% (178/181), while the accuracy was 89% (161/181) without any complications. To assess the feasibility and safety of intraoperative NIR fluorescence imaging for the detection of GGOs, clinical trials were conducted by Okusanya (36) and Kim et al. (37). They concluded that ICG-FIT could safely find hidden pulmonary nodules, which are difficult to find in CT or finger palpation. In addition, as little as 1 mg/kg ICG is sufficient for surgeons to identify and locate pulmonary nodules. However, it is worth noting that ICG was administered intravenously in their studies, not directly into the peritumoral area. Moreover, both studies showed that the depth of the GGOs from the pleural surface played a considerable role in the ability of FIT to detect nodules without transecting the parenchyma above the nodule. Although ICG-FIT has a high success rate in identifying pulmonary nodules, it is worth noting that ICG is a sensitive but not specific contrast agent because it is unable to distinguish tumors from inflammation.

ICG in gastrointestinal cancer

The application of ICG in gastric cancer (GC) resection began more than 20 years ago. Initially, ICG was used for SLNB and anastomotic blood flow perfusion (38). At present, the application of ICG-FIT in laparoscopic radical gastrectomy is still in the initial stage of clinical practice. Controversy remains regarding its safety and efficacy.

Accurate identification of tumor sites and boundaries often relies on the surgeon’s visual experience in the past. During laparoscopic surgery for GC, however, identifying the tumor location purely by visual experience is difficult and inadequate, and commonly used methods, including endoscopic suture or clamp marking, have multiple drawbacks (39). Moreover, tumors located inside the stomach or intestine are challenging to detect due to a lack of tactile sensation. Ushimaru et al. (39) retrospectively analyzed ICG (n = 84) and non-ICG (n = 174) groups according to whether they received preoperative injection of ICG into the mucosa and found that ICG-FIT was practicable and safe and could be used as a tumor marker to determine the resection margin. Yoon et al. (40) analyzed a total of 93 patients who underwent laparoscopic distal gastrectomy (non-ICG group, n = 70) or laparoscopic distal gastrectomy using ICG (ICG group, n = 23), and they demonstrated that ICG injection for securing the proximal resection margin in totally laparoscopic distal gastrectomy was a safe and accurate oncology procedure. Lee et al. (41) designed an ICG-loaded alginate hydrogel as a fluorescence surgical marker and performed precise laparoscopic operations in porcine models. The results indicated that even after 3 days, the real-time injection sites of the hydrogel could be accurately detected in the porcine stomach. However, to date, there is no uniform standard for the injection dose and site of ICG in gastric cancer surgery. Different ICG injection methods, as well as advanced stages, may influence fluorescence efficacy (27, 28).

In colorectal cancer surgery, ICG can be used for various functions, such as tumor fluorescence localization, LN fluorescence harvesting, intraoperative angiography and anastomotic leakage (AL).

Laparoscopic localization of early colorectal tumors remains challenging for surgeons because of the lack of tactile sensation (42). In light of ICG fluorescence imaging systems, surgeons can easily localize early-stage colorectal cancer, especially at sites that cannot be easily identified through the serosa surface after endoscopic mucosal resection or submucosal dissection (43). Another application is LN fluorescence imaging, which is described in detail in section 3.3. ICG is injected into the submucosal or subserosal layer, and the lymphatic pathway can be intactly and clearly visualized under the NIR imaging system (44). In addition, intraoperative ICG angiography (ICGA) could be used to determine the optimal cutting plane by angiography before colon transection, preserve the perfusion of the anastomosis to the greatest extent, and prevent the complications of ischemia-related AL (45). However, the efficiency of intraoperative ICGA to prevent ischemia-related AL remains controversial. A meta-analysis by Pang et al. demonstrated that ICGA significantly reduced the AL rate (OR = 0.33; 95% CI: 0.24–0.45; P < 0.0001) after rectal cancer resection (46). The AL rate was much lower in the ICG group (3.5%) than in the no-ICG group (10.5%) (P = 0.041) in a retrospective study by Ishii et al. (47). However, a multicenter randomized controlled trial by De Nardi et al. (48) demonstrated that there was no statistically significant reduction in the AL rate in the ICG group. The reason may be associated with the different characteristics of the blood supply of the colon and rectum. ICG is used in a variety of ways in colorectal surgery, but the positive clinical results are frequently unsatisfactory, and more high-quality, large-scale randomized controlled trials are needed.

ICG in liver cancer

Some attempts have been made to detect hepatocellular carcinoma (HCC) via ICG by Ishizawa et al. (49). They initially used ICG to measure liver function preoperatively, and then ICG fluoroscopy was used to detect HCC in laparoscopic hepatectomy. Two clinical trials in 2009 showed that ICG image navigation was extremely sensitive in detecting small, difficult-to-identify liver tumors (50, 51). All liver tumors, including metastases, were well identified by ICG fluorescence technology, and it is particularly noteworthy that ICG appears to be particularly sensitive to well-differentiated hepatocellular carcinoma (50, 51). Aoki et al. (52) also conducted an experiment to demonstrate that ICG was reliable for identifying hepatic segments and subsegments for anatomical HCC resection by injecting ICG into the portal vein. The demarcation of the liver segment and subsegment was clearly observed in 33 (94.3%) of the 35 patients under the NIR camera system PDE-2 (52). Additionally, the findings of two meta-analyses pointed to an association between ICG-guided laparoscopic hepatectomy and lower complications, shorter hospital stays and surgical durations, and less intraoperative blooding (53, 54). A single-center study from Wang et al. suggested that ICG-guided laparoscopic hepatectomy appears to be associated with better overall survival (55). Kudo et al. (56) revealed that fluorescence imaging could also identify subcapsular liver tumors through the accumulation of ICG after preoperative intravenous injection in cancerous tissues of HCC. Meanwhile, some studies also explored whether recurrent hepatic tumors, including extrahepatic tumors that cannot be identified by routine ultrasonography, could be detected by this novel imaging modality during laparoscopic hepatectomy (57, 58). These studies have demonstrated the potential of ICG NIR imaging to detect extrahepatic metastases from HCC, which exhibit fluorescent signals when illuminated by NIR light, indicating its capability to transport ICG (58).

Residual positive margins after surgery for liver tumors remain a key factor in high recurrence rates. A study by Lieto et al. (59) revealed that ICG could determine the positive residual margins and undiagnosed lesions and improve both the integrity of radical resection and intraoperative staging of primary and secondary liver tumors.

In recent years, ICG-FIT has also been used for detecting hepatoblastomas (HBs) since HBs possess similar features to HCC (60).

ICG in pituitary tumors

Currently, ICG-guided surgery has been applied to pituitary tumors, and its usefulness has been assessed by many studies. However, their sensitivity and specificity vary across the literature and between functioning and nonfunctioning adenomas (61). The study of Amano et al. (62) demonstrated that the differentiation of fluorescent intensities between both functioning/nonfunctioning lesions and normal glands was clear after intravascular injection of ICG in 15 patients. Other studies employing ICG reported similar findings (6366). In contrast, in the study of Hide et al. (67), there was little difference between pituitary gland and tumor intensity in 26 patients. Table 2 summarizes the differentiation of fluorescent intensities in each study mentioned above. The reason for the discrepancy in results within the studies may be related to the small sample size. However, there is still a long way to go to assess the effectiveness of ICG-guided surgery in different tumor subtypes and to explore the relationship between its clinical application and possible clinical outcomes.

TABLE 2
www.frontiersin.org

Table 2. Characteristics of studies reporting on the use of ICG in pituitary adenomas.

Targeted ICG

Currently, a hot-point of the ICG treatment field is ICG-targeted phototherapy. Photothermal therapy via the use of laser light causes thermal injury and apoptosis of targeted neoplastic tissue and is an investigational treatment method. When ICG is reconstituted with antibodies against the epidermal growth factor receptor, it can specifically bind to this receptor on the surface of tumor cells (68). Then, ICG-targeted phototherapy mediates tumor cell apoptosis through laser light of specific wavelengths, and the efficiency is as high as 90%–100% (69). These experiments showed massive potential for novel diagnostic and therapeutic interventions for ICG.

Discussion

Due to the excellent physical and chemical properties of ICG, it has been widely used in clinical practice. In this work, we reviewed many studies describing the development and use of ICG in cancers. However, many meaningful and interesting works, such as vascular surgery, biliary surgery, and ophthalmology, have been omitted simply because there are many previous overviews that have been detailed (10) and unrelated to our topic of interest. With the development of a myriad of ICG-related equipment and technology, surgeons may benefit from the increasing use of ICGA and ICG lymphography. In addition, ICG can also be used in the intraoperative staging and potential treatment of cancers. However, it is obvious that more studies are still needed to better define its indications, applications, and toxicity.

Author contributions

Z-YD contributed to the writing of the manuscript, data analysis, and tabulation. X-MQ made revisions to the language and important intellectual content. CS contributed to data interpretation and analysis. QP proposed the concept and design of the study. All authors contributed to the article and approved the submitted version.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher's note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

References

1. Yannuzzi LA. Indocyanine green angiography: a perspective on use in the clinical setting. Am J Ophthalmol. (2011) 151(5):745–751.e1. doi: 10.1016/j.ajo.2011.01.043

PubMed Abstract | CrossRef Full Text | Google Scholar

2. Reinhart MB, Huntington CR, Blair LJ, Heniford BT, Augenstein VA. Indocyanine green: historical context, current applications, and future considerations. Surg Innov. (2016) 23(2):166–75. doi: 10.1177/1553350615604053

PubMed Abstract | CrossRef Full Text | Google Scholar

3. Esposito C, Settimi A, Del Conte F, Cerulo M, Coppola V, Farina A, et al. Image-guided pediatric surgery using indocyanine green (ICG) fluorescence in laparoscopic and robotic surgery. Front Pediatr. (2020) 8:314. doi: 10.3389/fped.2020.00314

CrossRef Full Text | Google Scholar

4. Esposito C, Borgogni R, Autorino G, Cerulo M, Carulli R, Esposito G, et al. Applications of indocyanine green-guided near-infrared fluorescence imaging in pediatric minimally invasive surgery urology: a narrative review. J Laparoendosc Adv Surg Tech A. (2022) 32(12):1280–7. doi: 10.1089/lap.2022.0231

PubMed Abstract | CrossRef Full Text | Google Scholar

5. Alander JT, Kaartinen I, Laakso A, Pätilä T, Spillmann T, Tuchin VV, et al. A review of indocyanine green fluorescent imaging in surgery. Int J Biomed Imaging. (2012) 2012:1–26. doi: 10.1155/2012/940585

CrossRef Full Text | Google Scholar

6. Engel E, Schraml R, Maisch T, Kobuch K, König B, Szeimies RM, et al. Light-induced decomposition of indocyanine green. Invest Ophthalmol Vis Sci. (2008) 49(5):1777–83. doi: 10.1167/iovs.07-0911

PubMed Abstract | CrossRef Full Text | Google Scholar

7. Desmettre T, Devoisselle JM, Mordon S. Fluorescence properties and metabolic features of indocyanine green (ICG) as related to angiography. Surv Ophthalmol. (2000) 45(1):15–27. doi: 10.1016/S0039-6257(00)00123-5

PubMed Abstract | CrossRef Full Text | Google Scholar

8. Mellor RH, Stanton AW, Azarbod P, Sherman MD, Levick JR, Mortimer PS. Enhanced cutaneous lymphatic network in the forearms of women with postmastectomy oedema. J Vasc Res. (2000) 37(6):501–12. doi: 10.1159/000054083

PubMed Abstract | CrossRef Full Text | Google Scholar

9. Jackson EM. Clinical photomedicine, edited by H. W. Lin and N. A. Soter, marcel dekker, New York, 1993. 428 pages, $125.00. J Toxicol Cutan Ocul Toxicol. (2008) 14(4):311–2. doi: 10.3109/15569529509037558

CrossRef Full Text | Google Scholar

10. Alius C, Tudor C, Badiu CD, Dascalu AM, Smarandache CG, Sabau AD, et al. Indocyanine green-enhanced colorectal surgery—between being superfluous and being a game-changer. Diagnostics. (2020) 10(10):742. doi: 10.3390/diagnostics10100742

PubMed Abstract | CrossRef Full Text | Google Scholar

11. Guo J, Yang H, Wang S, Cao Y, Liu M, Xie F, et al. Comparison of sentinel lymph node biopsy guided by indocyanine green, blue dye, and their combination in breast cancer patients: a prospective cohort study. World J Surg Oncol. (2017) 15(1):196. doi: 10.1186/s12957-017-1264-7

PubMed Abstract | CrossRef Full Text | Google Scholar

12. Carrara A, Motter M, Amabile D, Pellecchia L, Moscatelli P, Pertile R, et al. Predictive value of the sentinel lymph node procedure in the staging of non-metastatic colorectal cancer. Int J Colorectal Dis. (2020) 35(10):1921–8. doi: 10.1007/s00384-020-03654-3

PubMed Abstract | CrossRef Full Text | Google Scholar

13. Tiffet O, Nicholson AG, Khaddage A, Prévot N, Ladas G, Dubois F, et al. Feasibility of the detection of the sentinel lymph node in peripheral non-small cell lung cancer with radio isotopic and blue dye techniques. Chest. (2005) 127(2):443–8. doi: 10.1378/chest.127.2.443

PubMed Abstract | CrossRef Full Text | Google Scholar

14. Ito N, Fukuta M, Tokushima T, Nakai K, Ohgi S. Sentinel node navigation surgery using indocyanine green in patients with lung cancer. Surg Today. (2004) 34(7):581–5. doi: 10.1007/s00595-004-2780-y

CrossRef Full Text | Google Scholar

15. Yamashita SI, Tokuishi K, Miyawaki M, Anami K, Moroga T, Takeno S, et al. Sentinel node navigation surgery by thoracoscopic fluorescence imaging system and molecular examination in non-small cell lung cancer. Ann Surg Oncol. (2012) 19(3):728–33. doi: 10.1245/s10434-011-2145-x

PubMed Abstract | CrossRef Full Text | Google Scholar

16. Yamashita SI, Tokuishi K, Anami K, Miyawaki M, Moroga T, Kamei M, et al. Video-assisted thoracoscopic indocyanine green fluorescence imaging system shows sentinel lymph nodes in non–small-cell lung cancer. J Thorac Cardiovasc Surg. (2011) 141(1):141–4. doi: 10.1016/j.jtcvs.2010.01.028

PubMed Abstract | CrossRef Full Text | Google Scholar

17. Nomori H, Cong Y, Sugimura H. Utility and pitfalls of sentinel node identification using indocyanine green during segmentectomy for cT1N0M0 non-small cell lung cancer. Surg Today. (2016) 46(8):908–13. doi: 10.1007/s00595-015-1248-6

PubMed Abstract | CrossRef Full Text | Google Scholar

18. Kawakami Y, Kondo K, Kawakita N, Matsuoka H, Toba H, Takizawa H, et al. Long-term outcomes of sentinel node identification using indocyanine green in patients with lung cancer. Thorac Cancer. (2021) 12(2):165–71. doi: 10.1111/1759-7714.13737

PubMed Abstract | CrossRef Full Text | Google Scholar

19. Phillips WW, Weiss KD, Digesu CS, Gill RR, Mazzola E, Tsukada H, et al. Finding the “true” N0 cohort: technical aspects of near-infrared sentinel lymph node mapping in non-small cell lung cancer. Ann Surg. (2020) 272(4):583–8. doi: 10.1097/SLA.0000000000004176

PubMed Abstract | CrossRef Full Text | Google Scholar

20. Kitai T, Inomoto T, Miwa M, Shikayama T. Fluorescence navigation with indocyanine green for detecting sentinel lymph nodes in breast cancer. Breast Cancer. (2005) 12(3):211–5. doi: 10.2325/jbcs.12.211

PubMed Abstract | CrossRef Full Text | Google Scholar

21. Jung SY, Han JH, Park SJ, Lee EG, Kwak J, Kim SH, et al. The sentinel lymph node biopsy using indocyanine green fluorescence plus radioisotope method compared with the radioisotope-only method for breast cancer patients after neoadjuvant chemotherapy: a prospective, randomized, open-label, single-center phase 2 trial. Ann Surg Oncol. (2019) 26(8):2409–16. doi: 10.1245/s10434-019-07400-0

PubMed Abstract | CrossRef Full Text | Google Scholar

22. Zhang C, Li Y, Wang X, Zhang M, Jiang W, Ou J. Clinical study of combined application of indocyanine green and methylene blue for sentinel lymph node biopsy in breast cancer. Medicine. (2021) 100(15):e25365. doi: 10.1097/MD.0000000000025365

PubMed Abstract | CrossRef Full Text | Google Scholar

23. Sugie T, Kassim KA, Takeuchi M, Hashimoto T, Yamagami K, Masai Y, et al. A novel method for sentinel lymph node biopsy by indocyanine green fluorescence technique in breast cancer. Cancers. (2010) 2(2):713–20. doi: 10.3390/cancers2020713

PubMed Abstract | CrossRef Full Text | Google Scholar

24. Huang Y, Pan M, Chen B. A systematic review and meta-analysis of sentinel lymph node biopsy in gastric cancer, an optimization of imaging protocol for tracer mapping. World J Surg. (2021) 45(4):1126–34. doi: 10.1007/s00268-020-05900-9

PubMed Abstract | CrossRef Full Text | Google Scholar

25. Lu X, Liu S, Xia X, Sun F, Liu Z, Wang J, et al. The short-term and long-term outcomes of indocyanine green tracer-guided laparoscopic radical gastrectomy in patients with gastric cancer. World J Surg Onc. (2021) 19(1):271. doi: 10.1186/s12957-021-02385-1

CrossRef Full Text | Google Scholar

26. Ma S, Xie YB, Zeng HM, Xu Q, Zhong YX, Liu H, et al. Feasibility and efficacy of indocyanine green used in laparoscopic gastrectomy for advanced gastric cancer patients. Zhonghua Zhong Liu Za Zhi. (2019) 41(12):904–8. doi: 10.3760/cma.j.issn.0253-3766.2019.12.005

PubMed Abstract | CrossRef Full Text | Google Scholar

27. Chen QY, Xie JW, Zhong Q, Wang JB, Lin JX, Lu J, et al. Safety and efficacy of indocyanine green tracer-guided lymph node dissection during laparoscopic radical gastrectomy in patients with gastric cancer: a randomized clinical trial. JAMA Surg. (2020) 155(4):300. doi: 10.1001/jamasurg.2019.6033

PubMed Abstract | CrossRef Full Text | Google Scholar

28. Tummers QRJG, Boogerd LSF, de Steur WO, Verbeek FPR, Boonstra MC, Handgraaf HJM, et al. Near-infrared fluorescence sentinel lymph node detection in gastric cancer: a pilot study. World J Gastroenterol. (2016) 22(13):3644–51. doi: 10.3748/wjg.v22.i13.3644

PubMed Abstract | CrossRef Full Text | Google Scholar

29. Zhong Q, Chen QY, Huang XB, Lin GT, Liu ZY, Chen JY, et al. Clinical implications of indocyanine green fluorescence imaging-guided laparoscopic lymphadenectomy for patients with gastric cancer: a cohort study from two randomized, controlled trials using individual patient data. Int J Surg. (2021) 94:106120. doi: 10.1016/j.ijsu.2021.106120

PubMed Abstract | CrossRef Full Text | Google Scholar

30. Park JH, Berlth F, Wang C, Wang S, Choi JH, Park SH, et al. Mapping of the perigastric lymphatic network using indocyanine green fluorescence imaging and tissue marking dye in clinically advanced gastric cancer. Eur J Surg Oncol. (2022) 48(2):411–7. doi: 10.1016/j.ejso.2021.08.029

PubMed Abstract | CrossRef Full Text | Google Scholar

31. Pang HY, Liang XW, Chen XL, Zhou Q, Zhao LY, Liu K, et al. Assessment of indocyanine green fluorescence lymphography on lymphadenectomy during minimally invasive gastric cancer surgery: a systematic review and meta-analysis. Surg Endosc. (2022) 36(3):1726–38. doi: 10.1007/s00464-021-08830-2

PubMed Abstract | CrossRef Full Text | Google Scholar

32. Yang J, Wang Z, Dong K, Zhang R, Xiao K, Shang L, et al. Safety and efficacy of indocyanine green fluorescence imaging-guided radical gastrectomy: a systematic review and meta-analysis. Expert Rev Gastroenterol Hepatol. (2021) 15(11):1319–28. doi: 10.1080/17474124.2021.1970530

PubMed Abstract | CrossRef Full Text | Google Scholar

33. Ujiie H, Kato T, Hu HP, Patel P, Wada H, Fujino K, et al. A novel minimally invasive near-infrared thoracoscopic localization technique of small pulmonary nodules: a phase I feasibility trial. J Thorac Cardiovasc Surg. (2017) 154(2):702–11. doi: 10.1016/j.jtcvs.2017.03.140

PubMed Abstract | CrossRef Full Text | Google Scholar

34. Abbas A, Kadakia S, Ambur V, Muro K, Kaiser L. Intraoperative electromagnetic navigational bronchoscopic localization of small, deep, or subsolid pulmonary nodules. J Thorac Cardiovasc Surg. (2017) 153(6):1581–90. doi: 10.1016/j.jtcvs.2016.12.044

PubMed Abstract | CrossRef Full Text | Google Scholar

35. Zhang J, He J, Chen J, Zhong Y, He J, Li S. Application of indocyanine green injection guided by electromagnetic navigation bronchoscopy in localization of pulmonary nodules. Transl Lung Cancer Res. (2021) 10(12):4414–22. doi: 10.21037/tlcr-21-699

PubMed Abstract | CrossRef Full Text | Google Scholar

36. Okusanya OT, Holt D, Heitjan D, Deshpande C, Venegas O, Jiang J, et al. Intraoperative near-infrared imaging can identify pulmonary nodules. Ann Thorac Surg. (2014) 98(4):1223–30. doi: 10.1016/j.athoracsur.2014.05.026

PubMed Abstract | CrossRef Full Text | Google Scholar

37. Kim HK, Quan YH, Choi BH, Park JH, Han KN, Choi Y, et al. Intraoperative pulmonary neoplasm identification using near-infrared fluorescence imaging. Eur J Cardiothorac Surg. (2016) 49(5):1497–502. doi: 10.1093/ejcts/ezv367

PubMed Abstract | CrossRef Full Text | Google Scholar

38. Skubleny D, Dang JT, Skulsky S, Switzer N, Tian C, Shi X, et al. Diagnostic evaluation of sentinel lymph node biopsy using indocyanine green and infrared or fluorescent imaging in gastric cancer: a systematic review and meta-analysis. Surg Endosc. (2018) 32(6):2620–31. doi: 10.1007/s00464-018-6100-9

PubMed Abstract | CrossRef Full Text | Google Scholar

39. Ushimaru Y, Omori T, Fujiwara Y, Yanagimoto Y, Sugimura K, Yamamoto K, et al. The feasibility and safety of preoperative fluorescence marking with indocyanine green (ICG) in laparoscopic gastrectomy for gastric cancer. J Gastrointest Surg. (2019) 23(3):468–76. doi: 10.1007/s11605-018-3900-0

PubMed Abstract | CrossRef Full Text | Google Scholar

40. Yoon BW, Lee WY. The oncologic safety and accuracy of indocyanine green fluorescent dye marking in securing the proximal resection margin during totally laparoscopic distal gastrectomy for gastric cancer: a retrospective comparative study. World J Surg Onc. (2022) 20(1):26. doi: 10.1186/s12957-022-02494-5

CrossRef Full Text | Google Scholar

41. Lee SS, Kim H, Sohn DK, Eom JB, Seo YS, Yoon HM, et al. Indocyanine green-loaded injectable alginate hydrogel as a marker for precision cancer surgery. Quant Imaging Med Surg. (2020) 10(3):779–88. doi: 10.21037/qims.2020.02.24

PubMed Abstract | CrossRef Full Text | Google Scholar

42. van Manen L, Handgraaf HJM, Diana M, Dijkstra J, Ishizawa T, Vahrmeijer AL, et al. A practical guide for the use of indocyanine green and methylene blue in fluorescence-guided abdominal surgery. J Surg Oncol. (2018) 118(2):283–300. doi: 10.1002/jso.25105

PubMed Abstract | CrossRef Full Text | Google Scholar

43. Trakarnsanga A. Endoscopic tattooing of colorectal lesions: is it a risk-free procedure? World J Gastrointest Endosc. (2011) 3(12):256. doi: 10.4253/wjge.v3.i12.256

PubMed Abstract | CrossRef Full Text | Google Scholar

44. Cahill RA, Anderson M, Wang LM, Lindsey I, Cunningham C, Mortensen NJ. Near-infrared (NIR) laparoscopy for intraoperative lymphatic road-mapping and sentinel node identification during definitive surgical resection of early-stage colorectal neoplasia. Surg Endosc. (2012) 26(1):197–204. doi: 10.1007/s00464-011-1854-3

PubMed Abstract | CrossRef Full Text | Google Scholar

45. Son GM, Ahn HM, Lee IY, Ha GW. Multifunctional indocyanine green applications for fluorescence-guided laparoscopic colorectal surgery. Ann Coloproctol. (2021) 37(3):133–40. doi: 10.3393/ac.2021.05.07

PubMed Abstract | CrossRef Full Text | Google Scholar

46. Pang HY, Chen XL, Song XH, Galiullin D, Zhao LY, Liu K, et al. Indocyanine green fluorescence angiography prevents anastomotic leakage in rectal cancer surgery: a systematic review and meta-analysis. Langenbecks Arch Surg. (2021) 406(2):261–71. doi: 10.1007/s00423-020-02077-6

PubMed Abstract | CrossRef Full Text | Google Scholar

47. Ishii M, Hamabe A, Okita K, Nishidate T, Okuya K, Usui A, et al. Efficacy of indocyanine green fluorescence angiography in preventing anastomotic leakage after laparoscopic colorectal cancer surgery. Int J Colorectal Dis. (2020) 35(2):269–75. doi: 10.1007/s00384-019-03482-0

PubMed Abstract | CrossRef Full Text | Google Scholar

48. De Nardi P, Elmore U, Maggi G, Maggiore R, Boni L, Cassinotti E, et al. Intraoperative angiography with indocyanine green to assess anastomosis perfusion in patients undergoing laparoscopic colorectal resection: results of a multicenter randomized controlled trial. Surg Endosc. (2020) 34(1):53–60. doi: 10.1007/s00464-019-06730-0

PubMed Abstract | CrossRef Full Text | Google Scholar

49. Ishizawa T, Bandai Y, Harada N, Muraoka A, Ijichi M, Kusaka K, et al. Indocyanine green-fluorescent imaging of hepatocellular carcinoma during laparoscopic hepatectomy: an initial experience. Asian J Endosc Surg. (2010) 3(1):42–5. doi: 10.1111/j.1758-5910.2009.00025.x

CrossRef Full Text | Google Scholar

50. Ishizawa T, Fukushima N, Shibahara J, Masuda K, Tamura S, Aoki T, et al. Real-time identification of liver cancers by using indocyanine green fluorescent imaging. Cancer. (2009) 115(11):2491–504. doi: 10.1002/cncr.24291

PubMed Abstract | CrossRef Full Text | Google Scholar

51. Gotoh K, Yamada T, Ishikawa O, Takahashi H, Eguchi H, Yano M, et al. A novel image-guided surgery of hepatocellular carcinoma by indocyanine green fluorescence imaging navigation. J Surg Oncol. (2009) 100(1):75–9. doi: 10.1002/jso.21272

PubMed Abstract | CrossRef Full Text | Google Scholar

52. Aoki T, Yasuda D, Shimizu Y, Odaira M, Niiya T, Kusano T, et al. Image-guided liver mapping using fluorescence navigation system with indocyanine green for anatomical hepatic resection. World J Surg. (2008) 32(8):1763–7. doi: 10.1007/s00268-008-9620-y

PubMed Abstract | CrossRef Full Text | Google Scholar

53. Liu Y, Wang Q, Du B, Wang XZ, Xue Q, Gao WF. Meta-analysis of indocyanine green fluorescence imaging-guided laparoscopic hepatectomy. Photodiagnosis Photodyn Ther. (2021) 35:102354. doi: 10.1016/j.pdpdt.2021.102354

PubMed Abstract | CrossRef Full Text | Google Scholar

54. Hu Y, Fu T, Zhang Z, Hua L, Zhao Q, Zhang W. Does application of indocyanine green fluorescence imaging enhance clinical outcomes in liver resection? A meta-analysis. Photodiagnosis Photodyn Ther. (2021) 36:102554. doi: 10.1016/j.pdpdt.2021.102554

PubMed Abstract | CrossRef Full Text | Google Scholar

55. Jianxi W, Xiongfeng Z, Zehao Z, Zhen Z, Tianyi P, Ye L, et al. Indocyanine green fluorescence-guided laparoscopic hepatectomy versus conventional laparoscopic hepatectomy for hepatocellular carcinoma: a single-center propensity score matching study. Front Oncol. (2022) 12:930065. doi: 10.3389/fonc.2022.930065

PubMed Abstract | CrossRef Full Text | Google Scholar

56. Kudo H, Ishizawa T, Tani K, Harada N, Ichida A, Shimizu A, et al. Visualization of subcapsular hepatic malignancy by indocyanine-green fluorescence imaging during laparoscopic hepatectomy. Surg Endosc. (2014) 28(8):2504–8. doi: 10.1007/s00464-014-3468-z

PubMed Abstract | CrossRef Full Text | Google Scholar

57. Yokoo H, Nakanishi K, Kakisaka T, Tsuruga Y, Kawamata F, Kamachi H, et al. Usefulness of intraoperative fluorescent imaging using indocyanine green for repeated resection of hepatocellular carcinoma. Gan To Kagaku Ryoho. (2011) 38(12):2481–3.22202420

PubMed Abstract | Google Scholar

58. Satou S, Ishizawa T, Masuda K, Kaneko J, Aoki T, Sakamoto Y, et al. Indocyanine green fluorescent imaging for detecting extrahepatic metastasis of hepatocellular carcinoma. J Gastroenterol. (2013) 48(10):1136–43. doi: 10.1007/s00535-012-0709-6

PubMed Abstract | CrossRef Full Text | Google Scholar

59. Lieto E, Galizia G, Cardella F, Mabilia A, Basile N, Castellano P, et al. Indocyanine green fluorescence imaging-guided surgery in primary and metastatic liver tumors. Surg Innov. (2018) 25(1):62–8. doi: 10.1177/1553350617751451

PubMed Abstract | CrossRef Full Text | Google Scholar

60. Yamada Y, Ohno M, Fujino A, Kanamori Y, Irie R, Yoshioka T, et al. Fluorescence-guided surgery for hepatoblastoma with indocyanine green. Cancers. (2019) 11(8):1215. doi: 10.3390/cancers11081215

PubMed Abstract | CrossRef Full Text | Google Scholar

61. Lakomkin N, Van Gompel JJ, Post KD, Cho SS, Lee JYK, Hadjipanayis CG. Fluorescence guided surgery for pituitary adenomas. J Neurooncol. (2021) 151(3):403–13. doi: 10.1007/s11060-020-03420-z

PubMed Abstract | CrossRef Full Text | Google Scholar

62. Amano K, Aihara Y, Tsuzuki S, Okada Y, Kawamata T. Application of indocyanine green fluorescence endoscopic system in transsphenoidal surgery for pituitary tumors. Acta Neurochir. (2019) 161(4):695–706. doi: 10.1007/s00701-018-03778-0

PubMed Abstract | CrossRef Full Text | Google Scholar

63. Cho SS, Jeon J, Buch L, Nag S, Nasrallah M, Low PS, et al. Intraoperative near-infrared imaging with receptor-specific versus passive delivery of fluorescent agents in pituitary adenomas. J Neurosurg. (2018) 131(6):1974–84. doi: 10.3171/2018.7.JNS181642

PubMed Abstract | CrossRef Full Text | Google Scholar

64. Sandow N, Klene W, Elbelt U, Strasburger CJ, Vajkoczy P. Intraoperative indocyanine green videoangiography for identification of pituitary adenomas using a microscopic transsphenoidal approach. Pituitary. (2015) 18(5):613–20. doi: 10.1007/s11102-014-0620-7

PubMed Abstract | CrossRef Full Text | Google Scholar

65. Litvack ZN, Zada G, Laws ER. Indocyanine green fluorescence endoscopy for visual differentiation of pituitary tumor from surrounding structures. J Neurosurg. (2012) 116(5):935–41. doi: 10.3171/2012.1.JNS11601

PubMed Abstract | CrossRef Full Text | Google Scholar

66. Verstegen MJT, Tummers QRJG, Schutte PJ, Pereira AM, van Furth WR, van de Velde CJH, et al. Intraoperative identification of a normal pituitary gland and an adenoma using near-infrared fluorescence imaging and low-dose indocyanine green. Oper Neurosurg. (2016) 12(3):260–8. doi: 10.1227/NEU.0000000000001328

CrossRef Full Text | Google Scholar

67. Hide T, Yano S, Shinojima N, Kuratsu JI. Usefulness of the indocyanine green fluorescence endoscope in endonasal transsphenoidal surgery. J Neurosurg. (2015) 122(5):1185–92. doi: 10.3171/2014.9.JNS14599

PubMed Abstract | CrossRef Full Text | Google Scholar

68. Yaseen MA, Yu J, Jung B, Wong MS, Anvari B. Biodistribution of encapsulated indocyanine green in healthy mice. Mol Pharm. (2009) 6(5):1321–32. doi: 10.1021/mp800270t

PubMed Abstract | CrossRef Full Text | Google Scholar

69. Yu J, Javier D, Yaseen MA, Nitin N, Richards-Kortum R, Anvari B, et al. Self-assembly synthesis, tumor cell targeting, and photothermal capabilities of antibody-coated indocyanine green nanocapsules. J Am Chem Soc. (2010) 132(6):1929–38. doi: 10.1021/ja908139y

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: indocyanine green, fluorescence imaging technology, near-infrared fluorescence imaging, image-guided surgery, oncology surgery

Citation: Dai Z, Shen C, Mi X and Pu Q (2023) The primary application of indocyanine green fluorescence imaging in surgical oncology. Front. Surg. 10:1077492. doi: 10.3389/fsurg.2023.1077492

Received: 23 October 2022; Accepted: 17 January 2023;
Published: 17 February 2023.

Edited by:

Manuel Barberio, Pia Fondazione di Culto e Religione Card. G. Panico, Italy

Reviewed by:

Felice Crocetto, Federico II University Hospital, Italy
Tuerhongjiang Tuxun, First Affiliated Hospital of Xinjiang Medical University, China

© 2023 Dai, Shen, Mi and Pu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Qiang Pu cHVxaWFuZzEwMEAxNjMuY29t

These authors have contributed equally to this work

Specialty Section: This article was submitted to Surgical Oncology, a section of the journal Frontiers in Surgery

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.