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Lee EG, Lee DE, Jung SY, Han JH, Kim SK, Chae H, Sim SH, Lee KS, Lee S. Clinical Application of Multimodal Sentinel Lymph Node Mapping Method in Patients with Breast Cancer Undergoing Neoadjuvant Chemotherapy: An Interim Analysis. Ann Surg Oncol 2024; 31:5141-5147. [PMID: 38717546 DOI: 10.1245/s10434-024-15317-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 04/01/2024] [Indexed: 07/13/2024]
Abstract
BACKGROUND After neoadjuvant chemotherapy (NAC), the SLN identification rate is lower and has a higher false-negative rate than that at upfront surgery. This clinical trial aimed to confirm the effectiveness of sentinel lymph node (SLN) surgery by determining the lymph node identification rate using multimodal SLN marker methods in patients with advanced breast cancer undergoing NAC. PATIENTS AND METHODS This clinical study is a prospective single-center randomized controlled trial involving patients with breast cancer receiving NAC. Patients are randomized (1:1:1) into arm A that involves the use of radioisotope (RI) plus indocyanine green fluorescence (ICG-F); arm B, RI plus vital dye; and, arm C, ICG-F plus vital dye. A total of 348 patients are needed. An interim analysis was performed on 50% of the patients enrolled. The primary outcome of this trial was the SLN identification rate. RESULTS Among the 164 total patients (median age 51 years), T2 and N1 were the most common clinical stages. The identification rate of SLN was 95% in arm A, 92% in arm B, and 79% in arm C. To assess superior efficacy, the one-sided endpoint was set at α < 0.0056. Arms A and C showed a difference of 0.1597 in the detection rate (p = 0.0055). CONCLUSIONS The use of ICG-F plus vital dye for SLNB was the least effective. The results show that the choice of tracer should be radioisotope in combination with one of the other tracers to have the highest SLN identification rate when SLNB cannot be implemented conventionally due to the circumstances of each institution.
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Affiliation(s)
- Eun-Gyeong Lee
- Department of Surgery, Center for Breast Cancer, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, 10408, South Korea
| | - Dong-Eun Lee
- Biostatics Collaboration Team, Research Core Center, Research Institute of National Cancer Center, Goyang, Korea
| | - So-Youn Jung
- Department of Surgery, Center for Breast Cancer, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, 10408, South Korea
| | - Jai Hong Han
- Department of Surgery, Center for Breast Cancer, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, 10408, South Korea
| | - Seok-Ki Kim
- Department of Nuclear Medicine, National Cancer Center, Goyang, Korea
| | - Heejung Chae
- Department of Medical Oncology, Center for Breast Cancer, National Cancer Center, Goyang, Korea
| | - Sung Hoon Sim
- Department of Medical Oncology, Center for Breast Cancer, National Cancer Center, Goyang, Korea
| | - Keun Seok Lee
- Department of Medical Oncology, Center for Breast Cancer, National Cancer Center, Goyang, Korea
| | - Seeyoun Lee
- Department of Surgery, Center for Breast Cancer, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, 10408, South Korea.
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Gao F, Jiang L, Guo T, Lin J, Xu W, Yuan L, Han Y, Yang J, Pan Q, Chen E, Zhang N, Chen S, Wang X. Deep learning-based pathological prediction of lymph node metastasis for patient with renal cell carcinoma from primary whole slide images. J Transl Med 2024; 22:568. [PMID: 38877591 PMCID: PMC11177484 DOI: 10.1186/s12967-024-05382-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 06/08/2024] [Indexed: 06/16/2024] Open
Abstract
BACKGROUND Metastasis renal cell carcinoma (RCC) patients have extremely high mortality rate. A predictive model for RCC micrometastasis based on pathomics could be beneficial for clinicians to make treatment decisions. METHODS A total of 895 formalin-fixed and paraffin-embedded whole slide images (WSIs) derived from three cohorts, including Shanghai General Hospital (SGH), Clinical Proteomic Tumor Analysis Consortium (CPTAC) and Cancer Genome Atlas (TCGA) cohorts, and another 588 frozen section WSIs from TCGA dataset were involved in the study. The deep learning-based strategy for predicting lymphatic metastasis was developed based on WSIs through clustering-constrained-attention multiple-instance learning method and verified among the three cohorts. The performance of the model was further verified in frozen-pathological sections. In addition, the model was also tested the prognosis prediction of patients with RCC in multi-source patient cohorts. RESULTS The AUC of the lymphatic metastasis prediction performance was 0.836, 0.865 and 0.812 in TCGA, SGH and CPTAC cohorts, respectively. The performance on frozen section WSIs was with the AUC of 0.801. Patients with high deep learning-based prediction of lymph node metastasis values showed worse prognosis. CONCLUSIONS In this study, we developed and verified a deep learning-based strategy for predicting lymphatic metastasis from primary RCC WSIs, which could be applied in frozen-pathological sections and act as a prognostic factor for RCC to distinguished patients with worse survival outcomes.
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Affiliation(s)
- Feng Gao
- Pathology Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Liren Jiang
- Pathology Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tuanjie Guo
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jun Lin
- Pathology Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Weiqing Xu
- Pathology Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lin Yuan
- Pathology Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yaqin Han
- Pathology Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiji Yang
- Pathology Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qi Pan
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Enhui Chen
- Department of Pathology, Dongtai People's Hospital, Dongtai, Jiangsu, China
| | - Ning Zhang
- Department of Urology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Siteng Chen
- Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Xiang Wang
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
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Nguyen CL, Dayaratna N, Graham S, Azimi F, Mak C, Pulitano C, Warrier S. Evolution of Indocyanine Green Fluorescence in Breast and Axilla Surgery: An Australasian Experience. Life (Basel) 2024; 14:135. [PMID: 38255750 PMCID: PMC10821188 DOI: 10.3390/life14010135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 01/05/2024] [Accepted: 01/16/2024] [Indexed: 01/24/2024] Open
Abstract
The evolution of indocyanine green (ICG) fluorescence in breast and axilla surgery from an Australasian perspective is discussed in this narrative review with a focus on breast cancer and reconstruction surgery. The authors have nearly a decade of experience with ICG in a high-volume institution, which has resulted in publications and ongoing future research evaluating its use for predicting mastectomy skin flap perfusion for reconstruction, lymphatic mapping for sentinel lymph node (SLN) biopsy, and axillary reverse mapping (ARM) for prevention of lymphoedema. In the authors' experience, routine use of ICG angiography during breast reconstruction postmastectomy was demonstrated to be cost-effective for the reduction of ischemic complications in the Australian setting. A novel tracer combination, ICG-technetium-99m offered a safe and effective substitute to the "gold standard" dual tracer for SLN biopsy, although greater costs were associated with ICG. An ongoing trial will evaluate ARM node identification using ICG fluorescence during axillary lymph node dissection and potential predictive factors of ARM node involvement. These data add to the growing literature on ICG and allow future research to build on this to improve understanding of the potential benefits of fluorescence-guided surgery in breast cancer and reconstruction surgery.
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Affiliation(s)
- Chu Luan Nguyen
- Department of Breast Surgery, Chris O’Brien Lifehouse, Camperdown, NSW 2050, Australia; (S.G.); (F.A.); (C.M.); (S.W.)
- Department of Surgery, Royal Prince Alfred Hospital, Camperdown, NSW 2050, Australia;
- Department of Surgery, The University of Sydney, Camperdown, NSW 2050, Australia;
| | - Nirmal Dayaratna
- Department of Surgery, The University of Sydney, Camperdown, NSW 2050, Australia;
| | - Susannah Graham
- Department of Breast Surgery, Chris O’Brien Lifehouse, Camperdown, NSW 2050, Australia; (S.G.); (F.A.); (C.M.); (S.W.)
- Department of Surgery, Royal Prince Alfred Hospital, Camperdown, NSW 2050, Australia;
- Department of Surgery, The University of Sydney, Camperdown, NSW 2050, Australia;
| | - Farhad Azimi
- Department of Breast Surgery, Chris O’Brien Lifehouse, Camperdown, NSW 2050, Australia; (S.G.); (F.A.); (C.M.); (S.W.)
- Department of Surgery, The University of Sydney, Camperdown, NSW 2050, Australia;
| | - Cindy Mak
- Department of Breast Surgery, Chris O’Brien Lifehouse, Camperdown, NSW 2050, Australia; (S.G.); (F.A.); (C.M.); (S.W.)
| | - Carlo Pulitano
- Department of Surgery, Royal Prince Alfred Hospital, Camperdown, NSW 2050, Australia;
- Department of Surgery, The University of Sydney, Camperdown, NSW 2050, Australia;
| | - Sanjay Warrier
- Department of Breast Surgery, Chris O’Brien Lifehouse, Camperdown, NSW 2050, Australia; (S.G.); (F.A.); (C.M.); (S.W.)
- Department of Surgery, The University of Sydney, Camperdown, NSW 2050, Australia;
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Noguchi M, Inokuchi M, Yokoi-Noguchi M, Morioka E, Haba Y. The involvement of axillary reverse mapping nodes in patients with node-positive breast cancer. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2023; 49:106937. [PMID: 37302899 DOI: 10.1016/j.ejso.2023.05.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 03/27/2023] [Accepted: 05/18/2023] [Indexed: 06/13/2023]
Abstract
INTRODUCTION Axillary reverse mapping (ARM) procedure is useful in reducing lymphedema. However, concerns regarding oncologic safety have limited the adoption of the ARM procedure. This study aimed to evaluate the involvement of ARM nodes in node-positive breast cancer patients. MATERIALS AND METHODS Two hundred twenty-three node-positive patients were enrolled in this study: 90 were clinically node-negative, but had one or more positive sentinel lymph nodes (SLNs) (SLN-positive group); 68 were clinicopathologically node-positive (CpN-positive group); and 65 had confirmed nodal involvement and received neoadjuvant chemotherapy (NAC) (NAC group). All patients underwent axillary lymph node dissection with fluorescent ARM. RESULTS ARM nodes were involved in 33 (36.7%) patients of the SLN-group. Residual ARM nodes after SLN biopsy were involved in 11 patients (12.2%), including 5 patients (19.2%) with crossover type nodes and 6 patients (9.4%) with non-crossover type nodes. However, the difference in involvement rates between the two types was not high enough to be significant. Of these 11 patients, moreover, four patients had three or more than 3 involved SLNs. On the other hand, the involvement rate of ARM nodes in the NAC group was significantly lower than that of the CpN-positive group (35.4% vs. 64.7%: p < 0.01). Despite lower involvement, the risk of metastases in the ARM nodes was still too high to spare ARM nodes in both the NAC group and CpN-positive group. CONCLUSIONS Suspicious or involved ARM nodes should be removed even when detected in ARM procedure, particularly in NAC-group and CpN-positive-group patients.
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Affiliation(s)
- Masakuni Noguchi
- Department of Breast and Endocrine Surgery, Breast Center, Kanazawa Medical University Hospital, Uchinada, Ishikawa, Japan.
| | - Masafumi Inokuchi
- Department of Breast and Endocrine Surgery, Breast Center, Kanazawa Medical University Hospital, Uchinada, Ishikawa, Japan
| | - Miki Yokoi-Noguchi
- Department of Breast and Endocrine Surgery, Breast Center, Kanazawa Medical University Hospital, Uchinada, Ishikawa, Japan
| | - Emi Morioka
- Department of Breast and Endocrine Surgery, Breast Center, Kanazawa Medical University Hospital, Uchinada, Ishikawa, Japan
| | - Yusuke Haba
- Department of Breast and Endocrine Surgery, Breast Center, Kanazawa Medical University Hospital, Uchinada, Ishikawa, Japan
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Sutton PA, van Dam MA, Cahill RA, Mieog S, Polom K, Vahrmeijer AL, van der Vorst J. Fluorescence-guided surgery: comprehensive review. BJS Open 2023; 7:7162090. [PMID: 37183598 PMCID: PMC10183714 DOI: 10.1093/bjsopen/zrad049] [Citation(s) in RCA: 38] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 04/02/2023] [Accepted: 04/03/2023] [Indexed: 05/16/2023] Open
Abstract
BACKGROUND Despite significant improvements in preoperative workup and surgical planning, surgeons often rely on their eyes and hands during surgery. Although this can be sufficient in some patients, intraoperative guidance is highly desirable. Near-infrared fluorescence has been advocated as a potential technique to guide surgeons during surgery. METHODS A literature search was conducted to identify relevant articles for fluorescence-guided surgery. The literature search was performed using Medical Subject Headings on PubMed for articles in English until November 2022 and a narrative review undertaken. RESULTS The use of invisible light, enabling real-time imaging, superior penetration depth, and the possibility to use targeted imaging agents, makes this optical imaging technique increasingly popular. Four main indications are described in this review: tissue perfusion, lymph node assessment, anatomy of vital structures, and tumour tissue imaging. Furthermore, this review provides an overview of future opportunities in the field of fluorescence-guided surgery. CONCLUSION Fluorescence-guided surgery has proven to be a widely innovative technique applicable in many fields of surgery. The potential indications for its use are diverse and can be combined. The big challenge for the future will be in bringing experimental fluorophores and conjugates through trials and into clinical practice, as well as validation of computer visualization with large data sets. This will require collaborative surgical groups focusing on utility, efficacy, and outcomes for these techniques.
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Affiliation(s)
- Paul A Sutton
- The Colorectal and Peritoneal Oncology Centre, Christie Hospital, Manchester, UK
- Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Martijn A van Dam
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Ronan A Cahill
- RAC, UCD Centre for Precision Surgery, University College Dublin, Dublin, Ireland
- RAC, Department of Surgery, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Sven Mieog
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Karol Polom
- Clinic of Oncological, Transplantation and General Surgery, Gdansk Medical University, Gdansk, Poland
| | | | - Joost van der Vorst
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
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He S, Zhong A, Lei J, Deng Z, Zhu X, Wei R, Huang H, Chen Z, Cai L, Xie Y. Application of Indocyanine Green Fluorescence Imaging in Assisting Biopsy of Musculoskeletal Tumors. Cancers (Basel) 2023; 15:cancers15082402. [PMID: 37190330 DOI: 10.3390/cancers15082402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 04/07/2023] [Accepted: 04/18/2023] [Indexed: 05/17/2023] Open
Abstract
(1) Background: Biopsies are the gold standard for the diagnosis of musculoskeletal tumors. In this study, we aimed to explore whether indocyanine green near-infrared fluorescence imaging can assist in the biopsy of bone and soft tissue tumors and improve the success rate of biopsy. (2) Method: We recruited patients with clinically considered bone and soft tissue tumors and planned biopsies. In the test group, indocyanine green (0.3 mg/kg) was injected. After identifying the lesion, a near-infrared fluorescence camera system was used to verify the ex vivo specimens of the biopsy in real time. If the biopsy specimens were not developed, we assumed that we failed to acquire lesions, so the needle track and needle position were adjusted for the supplementary biopsy, and then real-time imaging was performed again. Finally, we conducted a pathological examination. In the control group, normal biopsy was performed. (3) Results: The total diagnosis rate of musculoskeletal tumors in the test group was 94.92% (56/59) and that in the control group was 82.36% (42/51). In the test group, 14 cases were not developed, as seen from real-time fluorescence in the core biopsy, and then underwent the supplementary biopsy after changing the puncture direction and the location of the needle channel immediately, of which 7 cases showed new fluorescence. (4) Conclusions: Using the near-infrared fluorescence real-time development technique to assist the biopsy of musculoskeletal tumors may improve the accuracy of core biopsy and help to avoid missed diagnoses, especially for some selected tumors.
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Affiliation(s)
- Siyuan He
- Department of Spine Surgery and Musculoskeletal Tumor, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Ang Zhong
- Department of Spine Surgery and Musculoskeletal Tumor, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Jun Lei
- Department of Spine Surgery and Musculoskeletal Tumor, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Zhouming Deng
- Department of Spine Surgery and Musculoskeletal Tumor, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Xiaobin Zhu
- Department of Spine Surgery and Musculoskeletal Tumor, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Renxiong Wei
- Department of Spine Surgery and Musculoskeletal Tumor, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Huayi Huang
- Department of Spine Surgery and Musculoskeletal Tumor, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Zhenyi Chen
- Department of Spine Surgery and Musculoskeletal Tumor, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Lin Cai
- Department of Spine Surgery and Musculoskeletal Tumor, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Yuanlong Xie
- Department of Spine Surgery and Musculoskeletal Tumor, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
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