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Rhodin KE, Tyler DS, Zager JS, Beasley GM. Great Debate: Limb Infusion for Melanoma: A Thing of the Past? Ann Surg Oncol 2023; 30:6319-6324. [PMID: 37458946 DOI: 10.1245/s10434-023-13765-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 06/04/2023] [Indexed: 09/20/2023]
Affiliation(s)
- Kristen E Rhodin
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Douglas S Tyler
- Department of Surgery, University of Texas Medical Branch, Galveston, TX, USA
| | - Jonathan S Zager
- Department of Cutaneous Oncology, Moffitt Cancer Center, Tampa, FL, USA
- Department of Oncologic Sciences, University of South Florida Morsani College of Medicine, Tampa, FL, USA
| | - Georgia M Beasley
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA.
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA.
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2
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Judge JM, Popovic K, Petroni GR, Kross B, McKisson J, McKisson J, Weisenberger AG, Stolin A, Majewski S, Rehm P, Slingluff CL, Williams MB, Dengel LT. Evaluation of Preoperative and Intraoperative Mobile Gamma Camera Imaging in Sentinel Lymph Node Biopsy for Melanoma Independent of Preoperative Lymphoscintigraphy. J Surg Res 2023; 285:176-186. [PMID: 36682343 PMCID: PMC11283632 DOI: 10.1016/j.jss.2022.12.013] [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: 02/01/2022] [Revised: 12/14/2022] [Accepted: 12/17/2022] [Indexed: 01/21/2023]
Abstract
INTRODUCTION Sentinel lymph node biopsy (SLNB) is a standard practice for staging cutaneous melanoma. High false-negative rates have an increased interest in adjunctive techniques for localizing SLNs. Mobile gamma cameras (MGCs) represent potential tools to enhance SLNB performance. METHODS An institutional review board approval was obtained for this study (ClinicalTrials.gov ID NCT01531608). After obtaining informed consent, 20 eligible melanoma patients underwent 99mTc sulfur colloid injection and standard lymphoscintigraphy with a fixed gamma camera (FGC). A survey using a 20 cm square MGC, performed immediately preoperatively by the study surgeon, was used to establish an operative plan while blinded to the FGC results. Subsequently, SLNB was performed using a gamma probe and a novel 6 cm diameter handheld MGC. RESULTS A total of 24 SLN basins were detected by FGC. Prior to unblinding, all 24 basins were identified with the preoperative MGC and the operative plan established by preoperative MGC imaging was confirmed accurate by review of the FGC images. All individual sentinel lymph nodes were identified during intraoperative MGC imaging, and in 5/24 (21%) cases, surgeon-reported additional clinically useful information was obtained from the MGC. CONCLUSIONS Preoperative MGC images provide information consistent with FGC images for planning SLNB and in some cases provide additional information that aided in surgical decision-making.
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Affiliation(s)
- Joshua M Judge
- Department of Surgery, University of Virginia, Charlottesville, Virginia
| | - Kosta Popovic
- Department of Physics, University of Virginia, Charlottesville, Virginia
| | - Gina R Petroni
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia
| | - Brian Kross
- Physics Division, Radiation Detector and Imaging Group, Thomas Jefferson National Accelerator Facility, Newport News, Virginia
| | - John McKisson
- Physics Division, Radiation Detector and Imaging Group, Thomas Jefferson National Accelerator Facility, Newport News, Virginia
| | - Jack McKisson
- Physics Division, Radiation Detector and Imaging Group, Thomas Jefferson National Accelerator Facility, Newport News, Virginia
| | - Andrew G Weisenberger
- Physics Division, Radiation Detector and Imaging Group, Thomas Jefferson National Accelerator Facility, Newport News, Virginia
| | - Alexander Stolin
- Department of Radiology, West Virginia University, Morgantown, West Virginia
| | - Stan Majewski
- Department of Radiology, West Virginia University, Morgantown, West Virginia
| | - Patrice Rehm
- Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia
| | - Craig L Slingluff
- Department of Surgery, University of Virginia, Charlottesville, Virginia
| | - Mark B Williams
- Department of Physics, University of Virginia, Charlottesville, Virginia; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia; Department of Biomedical Engineering, University of Virginia, Charlottesville, Virginia
| | - Lynn T Dengel
- Department of Surgery, University of Virginia, Charlottesville, Virginia.
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3
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Allard-Coutu A, Dobson V, Schmitz E, Shah H, Nessim C. The Evolution of the Sentinel Node Biopsy in Melanoma. Life (Basel) 2023; 13:life13020489. [PMID: 36836846 PMCID: PMC9966203 DOI: 10.3390/life13020489] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 01/11/2023] [Accepted: 02/02/2023] [Indexed: 02/12/2023] Open
Abstract
The growing repertoire of approved immune-checkpoint inhibitors and targeted therapy has revolutionized the adjuvant treatment of melanoma. While the treatment of primary cutaneous melanoma remains wide local excision (WLE), the management of regional lymph nodes continues to evolve in light of practice-changing clinical trials and dramatically improved adjuvant therapy. With large multicenter studies reporting no benefit in overall survival for completion lymph node dissection (CLND) after a positive sentinel node biopsy (SLNB), controversy remains regarding patient selection and clinical decision-making. This review explores the evolution of the SLNB in cutaneous melanoma in the context of a rapidly changing adjuvant treatment landscape, summarizing the key clinical trials which shaped current practice guidelines.
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Affiliation(s)
- Alexandra Allard-Coutu
- Department of General Surgery, University of Ottawa, Ottawa, ON K1N 6N5, Canada
- Correspondence:
| | | | - Erika Schmitz
- Department of General Surgery, University of Ottawa, Ottawa, ON K1N 6N5, Canada
| | - Hely Shah
- Department of Medical Oncology, University of Ottawa, Ottawa, ON K1N 6N5, Canada
| | - Carolyn Nessim
- Department of General Surgery, University of Ottawa, Ottawa, ON K1N 6N5, Canada
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4
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Queiroz MM, Bertolli E, Belfort FA, Munhoz RR. Management of In-Transit Metastases. Curr Oncol Rep 2022; 24:573-583. [PMID: 35192119 DOI: 10.1007/s11912-022-01216-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/05/2021] [Indexed: 11/30/2022]
Abstract
PURPOSE OF REVIEW The purpose of this study is to discuss the current knowledge and future perspectives regarding the treatment options for in-transit metastases (ITM), along with the optimal algorithms for patients presenting with this adverse manifestation of melanoma. RECENT FINDINGS In addition to procedures historically accepted for the management of ITM, encompassing surgery and regional techniques, novel medications in the form of immune checkpoint inhibitors (ICI) and targeted therapies now represent standard options, allowing for the possibility of combined approaches, with an expanding role of systemic therapies. Melanoma in-transit metastases consist of intralymphatic neoplastic implants distributed between the primary site and the regional nodal basin, within the subepidermal and dermal lymphatics. Distinct risk factors may influence the development of ITM, and the clinical presentation can be highly heterogeneous, enhancing the complexity of the management of ITM. Surgical resection, when feasible, continues to represent a standard approach for patients with curative intent. Patients with extensive or unresectable disease may also benefit from regional approaches that include isolated limb perfusion or infusion, electrochemotherapy, and a wide variety of intralesional therapies. Over the past decade, regimens with ICI and BRAF/MEK inhibitors dramatically expanded the benefit of systemic treatments for patients with melanoma, both in the adjuvant setting and for those with advanced disease, and the combination of these modalities with regional treatments, as well as neoadjuvant approaches, may represent the future for the treatment of patients with ITM.
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Affiliation(s)
| | - Eduardo Bertolli
- Cutaneous Oncology and Sarcomas Group, Hospital Sírio Libanês, São Paulo, Brazil.,Skin Cancer Department, AC Camargo Cancer Center, São Paulo, Brazil.,Melanoma and Sarcoma Group, Beneficência Portuguesa de São Paulo, São Paulo, Brazil
| | | | - Rodrigo Ramella Munhoz
- Oncology Center, Hospital Sírio Libanês, São Paulo, Brazil. .,Cutaneous Oncology and Sarcomas Group, Hospital Sírio Libanês, São Paulo, Brazil.
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5
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Wainstein AJA, Cândido LD, Drummond-Lage AP. Sentinel Lymph Node Biopsy after Previous Radical Lymphadenectomy of the Same Lymph Node Basin. J INVEST SURG 2022; 35:1171-1175. [PMID: 35168453 DOI: 10.1080/08941939.2021.1986179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Purpose: This study aimed to determine the feasibility of preoperative lymphoscintigraphy and intraoperative radio-guided sentinel lymph node biopsy (SLNB) in patients previously submitted to complete lymphadenectomy (CL) in the same region. There is no current proposal to stage patients diagnosed with a new melanoma after SLNB if the regional lymph node (LN) was removed, preventing this specific population from adjuvant treatments due to understaging.Methods: We assessed six cases of patients with a previous cancer diagnosis (melanoma, breast, or thyroid cancer) who had undergone CL and later developed a new cutaneous melanoma in the same extremity submitted to CL. They underwent preoperative lymphoscintigraphy to locate the sentinel lymph node (SLN), followed by a radio-guided SLNB with the assistance of patent blue dye. A pathologist then evaluated the excised SLN.Results: We had 100% feasibility, all six patients had their SLN located, and three (50%) patients tested positive for metastasis in the excised LNs.Conclusions: All these patients met the criteria to undergo SLNB, but no previous reports demonstrated and corroborated the performance of this procedure in this situation. SLNB with expected drainage for regions previously submitted to a radical lymphadenectomy is a safe and effective procedure. A lymphoscintigraphy allows locating the SLN that is likely to be resected in surgery. In this scenario, we had a 50% positivity, providing how relevant and essential this information is for the prognosis and practical therapeutical approaches for this rare but relevant melanoma population.
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Affiliation(s)
| | - Lucas Dias Cândido
- Post Graduation Department, Faculdade Ciências Médicas de Minas Gerais, Belo Horizonte, MG, Brazil
| | - Ana Paula Drummond-Lage
- Post Graduation Department, Faculdade Ciências Médicas de Minas Gerais, Belo Horizonte, MG, Brazil
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6
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Patel A, Carr MJ, Sun J, Zager JS. In-transit metastatic cutaneous melanoma: current management and future directions. Clin Exp Metastasis 2021; 39:201-211. [PMID: 33999365 DOI: 10.1007/s10585-021-10100-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 04/22/2021] [Indexed: 12/22/2022]
Abstract
Management of in-transit melanoma encompasses a variety of possible treatment pathways and modalities. Depending on the location of disease, number of lesions, burden of disease and patient preference and characteristics, some treatments may be more beneficial than others. After full body radiographic staging is performed to rule out metastatic disease, curative therapy may be performed through surgical excision, intraarterial regional perfusion and infusion therapies, intralesional injections, systemic therapies or various combinations of any of these. While wide excision is limited in indication to superficial lesions that are few in number, the other listed therapies may be effective in treating unresectable disease. Where intraarterial perfusion based therapies have been shown to successfully treat extremity disease, injectable therapies can be used in lesions of the head and neck. Although systemic therapies for in-transit melanoma have limited specific data to support their primary use for in-transit disease, there are patients who may not be eligible for any of the other options, and current clinical trials are exploring the use of concurrent and sequential use of regional and systemic therapies with early results suggesting a synergistic benefit for oncologic response and outcomes.
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Affiliation(s)
- Ayushi Patel
- Department of Oncologic Sciences, University of South Florida Morsani College of Medicine, 12901 Bruce B Downs Blvd, Tampa, FL, 33612, USA
| | - Michael J Carr
- Department of Cutaneous Oncology, Moffitt Cancer Center, 10920 North McKinley Drive, Tampa, FL, 33612, USA
| | - James Sun
- Department of Cutaneous Oncology, Moffitt Cancer Center, 10920 North McKinley Drive, Tampa, FL, 33612, USA.,Department of Surgery, University Hospitals, Cleveland Medical Center, Cleveland, OH, USA
| | - Jonathan S Zager
- Department of Oncologic Sciences, University of South Florida Morsani College of Medicine, 12901 Bruce B Downs Blvd, Tampa, FL, 33612, USA. .,Department of Cutaneous Oncology, Moffitt Cancer Center, 10920 North McKinley Drive, Tampa, FL, 33612, USA.
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7
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Surgical Treatments for Advanced Cutaneous Melanoma. Indian J Surg 2021. [DOI: 10.1007/s12262-020-02374-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
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8
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Mattavelli I, Maurichi A, Galeone C, Gallino G, Barbieri C, Leva A, Tolomio E, Valeri B, Cossa M, Patuzzo R, Santinami M. The role of sentinel lymph node status performed in melanoma patients with local recurrence or in transit metastasis. Eur J Surg Oncol 2020; 47:1152-1156. [PMID: 33218700 DOI: 10.1016/j.ejso.2020.10.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 10/20/2020] [Accepted: 10/23/2020] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Sentinel Node Biopsy (SNB) is routinely performed for primary melanoma, but its role in the treatment of Local Recurrence (LR) and In-Transit metastasis (IT) is controversial. This study aims to assess the role of SNB in melanoma patients who developed first loco-regional recurrence. METHODS A series of consecutive melanoma patients who received SNB for a first IT or LR at the National Cancer Institute of Milan, Italy, from 2000 to 2015 were selected from a prospective database. Clinicopathological characteristics were analyzed. RESULTS Seventy-two patients met selection criteria. Forty-three patients (59.7%) received SNB for LR and 29 (40.3%) for IT. The average interval between treatment of primitive melanoma and first recurrence diagnosis was 19 months (interquartile range: 6.9-49.0). SN identification rate was 97.2%. SN positivity was detected in 26 (37.1%) patients. The SN-positive ratein melanoma patients who had LR or IT was significantly higher than reported for primary tumours. Of patients with nodal involvement 17 had LR and 9 IT lesions. Disease Free Survival (DFS) was slightly higher in SN negative patients, in the absence of statistically significant differences. Overall Survival (OS) analysis showed similar values in the two groups. CONCLUSION Since DFS and OS do not show significant differences between SN negative and positive patients, our data do not give clear indications about performing SNB in case of first LR or IT. However, we suggest submitting patients with LR to this procedure to obtain a more accurate staging and eventually candidate these patients to adjuvant treatment.
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Affiliation(s)
- Ilaria Mattavelli
- Melanoma and Sarcoma Surgical Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
| | - Andrea Maurichi
- Melanoma and Sarcoma Surgical Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Carlotta Galeone
- Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Gianfranco Gallino
- Melanoma and Sarcoma Surgical Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Consuelo Barbieri
- Melanoma and Sarcoma Surgical Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Andrea Leva
- Melanoma and Sarcoma Surgical Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Elena Tolomio
- Melanoma and Sarcoma Surgical Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Barbara Valeri
- Department of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Mara Cossa
- Department of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Roberto Patuzzo
- Melanoma and Sarcoma Surgical Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Mario Santinami
- Melanoma and Sarcoma Surgical Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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9
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Abstract
The work considers the problem of obtaining nanocolloid radiopharmaceuticals (RPs) and studying their functional suitability for diagnosing sentinel lymph nodes (SLN) in cancer patients. Two principal approaches to the formation of technetium-99m-labeled particles based on inorganic and organic matrices were considered when carrying out research to develop methods for the production of nanocolloid RPs. The composition of the reagents and the conditions for obtaining nanocolloid radiopharmaceuticals were determined. The functional suitability of new RPs for scintigraphic diagnostics of sentinel lymph nodes has been studied.
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10
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Quartuccio N, Siracusa M, Pappalardo M, Arnone A, Arnone G. Sentinel Node Identification in Melanoma: Current Clinical Impact, New Emerging SPECT Radiotracers and Technological Advancements. An Update of the Last Decade. Curr Radiopharm 2020; 13:32-41. [PMID: 31749441 PMCID: PMC7509753 DOI: 10.2174/1874471012666191015100837] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Revised: 05/20/2019] [Accepted: 07/17/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND Melanoma is the most lethal skin cancer with a mortality rate of 262 cases per 100.000 cases. The sentinel lymph node (SLN) is the first lymph node draining the tumor. SLN biopsy is a widely accepted procedure in the clinical setting since it provides important prognostic information, which helps patient management, and avoids the side effects of complete lymph node dissection. The rationale of identifying and removing the SLN relies on the low probability of subsequent metastatic nodes in case of a negative histological exam performed in the SLN. DISCUSSION Recently, new analytical approaches, based on the evaluation of scintigraphic images are also exploring the possibility to predict the metastatic involvement of the SLN. 99mTc-labeled colloids are still the most commonly used radiotracers but new promising radiotracers, such as 99mTc- Tilmanocept, are now on the market. In the last decades, single photon emission computed tomography- computerized tomography (SPECT/CT) has gained wider diffusion in clinical departments and there is large evidence about its superior diagnostic accuracy over planar lymphoscintigraphy (PL) in the detection of SLN in patients with melanoma. Scientists are also investigating new hybrid techniques combining functional and anatomical images for the depiction of SLN but further evidence about their value is needed. CONCLUSION This review examined the predictive and prognostic factors of lymphoscintigraphy for metastatic involvement of SLN, the currently available and emerging radiotracers and the evidence of the additional value of SPECT/CT over PL for the identification of SLN in patients with melanoma. Finally, the review discussed the most recent technical advances in the field.
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Affiliation(s)
- Natale Quartuccio
- Nuclear Medicine Unit, A.R.N.A.S. Ospedali Civico, Di Cristina e Benfratelli, Palermo, Italy
- Address correspondence to this author at the Nuclear Medicine Unit, A.R.N.A.S. Ospedali Civico, Di Cristina e Benfratelli, Palermo, Italy; Tel: +39091 666 2319; E-mail:
| | - Massimiliano Siracusa
- Nuclear Medicine Unit, A.R.N.A.S. Ospedali Civico, Di Cristina e Benfratelli, Palermo, Italy
| | - Marco Pappalardo
- Plastic and Reconstructive Surgery, Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Annachiara Arnone
- Nuclear Medicine Unit, A.R.N.A.S. Ospedali Civico, Di Cristina e Benfratelli, Palermo, Italy
| | - Gaspare Arnone
- Nuclear Medicine Unit, A.R.N.A.S. Ospedali Civico, Di Cristina e Benfratelli, Palermo, Italy
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11
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Allard-Coutu A, Heller B, Francescutti V. Surgical Management of Lymph Nodes in Melanoma. Surg Clin North Am 2019; 100:71-90. [PMID: 31753117 DOI: 10.1016/j.suc.2019.09.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This article provides a comprehensive evaluation of surgical management of the lymph node basin in melanoma, with historical, anatomic, and evidence-based recommendations for practice.
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Affiliation(s)
- Alexandra Allard-Coutu
- Department of Surgery, McMaster University, Hamilton General Hospital, 237 Barton Street East, 6 North, Hamilton, Ontario L8L 2X2, Canada
| | - Barbara Heller
- Department of Surgery, McMaster University, Hamilton General Hospital, 237 Barton Street East, 6 North, Hamilton, Ontario L8L 2X2, Canada
| | - Valerie Francescutti
- Department of Surgery, McMaster University, Hamilton General Hospital, 237 Barton Street East, 6 North, Hamilton, Ontario L8L 2X2, Canada.
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12
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Abstract
In this article we provide a critical review of the evidence available for surgical management of the nodal basin in melanoma, with an aim to ensure an understanding of risks and benefits for all lymph node surgery offered to patients, and alternatives to surgical management where appropriate.
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Affiliation(s)
- Rogeh Habashi
- Department of Surgery, McMaster University, Hamilton General Hospital, 237 Barton Street East, 6 North, Hamilton, Ontario L8L 2X2, Canada
| | - Valerie Francescutti
- Department of Surgery, McMaster University, Hamilton General Hospital, 237 Barton Street East, 6 North, Hamilton, Ontario L8L 2X2, Canada.
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13
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Read RL, Thompson JF. Managing in-transit melanoma metastases in the new era of effective systemic therapies for melanoma. Expert Rev Clin Pharmacol 2019; 12:1107-1119. [DOI: 10.1080/17512433.2019.1689121] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Rebecca L Read
- Melanoma Institute Australia, The University of Sydney, Sydney, Australia
- Department of General Surgery, Calvary Health Care, Canberra, Australia
- School of Medicine, Australian National University, Canberra, Australia
| | - John F Thompson
- Melanoma Institute Australia, The University of Sydney, Sydney, Australia
- Department of Melanoma and Surgical Oncology, Royal Prince Alfred Hospital, Sydney, Australia
- Discipline of Surgery, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
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14
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Nijhuis AAG, Nieweg OE. ASO Author Reflections: Melanoma Patients with a Local Recurrence or In-Transit Metastasis: Sentinel Node Biopsy to Identify Those at Highest Risk of Metastases and Death. Ann Surg Oncol 2019; 27:569-570. [PMID: 31667723 DOI: 10.1245/s10434-019-08031-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Indexed: 11/18/2022]
Affiliation(s)
- Amanda A G Nijhuis
- Melanoma Institute Australia, The University of Sydney, Sydney, Australia. .,University of Utrecht, Utrecht, The Netherlands.
| | - Omgo E Nieweg
- Melanoma Institute Australia, The University of Sydney, Sydney, Australia.,Sydney Medical School, The University of Sydney, Sydney, Australia.,Department of Melanoma and Surgical Oncology, Royal Prince Alfred Hospital, Sydney, Australia
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15
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Kulkarni PM, Robinson EJ, Sarin Pradhan J, Gartrell-Corrado RD, Rohr BR, Trager MH, Geskin LJ, Kluger HM, Wong PF, Acs B, Rizk EM, Yang C, Mondal M, Moore MR, Osman I, Phelps R, Horst BA, Chen ZS, Ferringer T, Rimm DL, Wang J, Saenger YM. Deep Learning Based on Standard H&E Images of Primary Melanoma Tumors Identifies Patients at Risk for Visceral Recurrence and Death. Clin Cancer Res 2019; 26:1126-1134. [PMID: 31636101 PMCID: PMC8142811 DOI: 10.1158/1078-0432.ccr-19-1495] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Revised: 08/09/2019] [Accepted: 10/16/2019] [Indexed: 12/22/2022]
Abstract
PURPOSE Biomarkers for disease-specific survival (DSS) in early-stage melanoma are needed to select patients for adjuvant immunotherapy and accelerate clinical trial design. We present a pathology-based computational method using a deep neural network architecture for DSS prediction. EXPERIMENTAL DESIGN The model was trained on 108 patients from four institutions and tested on 104 patients from Yale School of Medicine (YSM, New Haven, CT). A receiver operating characteristic (ROC) curve was generated on the basis of vote aggregation of individual image sequences, an optimized cutoff was selected, and the computational model was tested on a third independent population of 51 patients from Geisinger Health Systems (GHS). RESULTS Area under the curve (AUC) in the YSM patients was 0.905 (P < 0.0001). AUC in the GHS patients was 0.880 (P < 0.0001). Using the cutoff selected in the YSM cohort, the computational model predicted DSS in the GHS cohort based on Kaplan-Meier (KM) analysis (P < 0.0001). CONCLUSIONS The novel method presented is applicable to digital images, obviating the need for sample shipment and manipulation and representing a practical advance over current genetic and IHC-based methods.
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Affiliation(s)
- Prathamesh M Kulkarni
- Department of Psychiatry, School of Medicine, NYU School of Medicine, New York, New York
| | - Eric J Robinson
- Department of Anesthesiology, Perioperative Care and Pain Medicine, NYU School of Medicine, New York, New York
| | - Jaya Sarin Pradhan
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | | | - Bethany R Rohr
- Department of Pathology, Geisinger Health System, Danville, Pennsylvania
| | - Megan H Trager
- Vagelos College of Physicians and Surgeons, Columbia University, New York, New York
| | - Larisa J Geskin
- Department of Dermatology, Columbia University Irving Medical Center, New York, New York
| | - Harriet M Kluger
- Department of Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Pok Fai Wong
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
| | - Balazs Acs
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Department of Oncology and Pathology, Karolinska Institute, Stockholm, Sweden
| | - Emanuelle M Rizk
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | - Chen Yang
- Department of Medicine, Jiaotong University School of Medicine, Shanghai, China
| | - Manas Mondal
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | - Michael R Moore
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | - Iman Osman
- Departments of Dermatology, Medicine, and Urology, NYU School of Medicine, New York, New York
| | - Robert Phelps
- Departments of Pathology and Dermatology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Basil A Horst
- Department of Pathology, University of British Columbia, Vancouver, Canada
| | - Zhe S Chen
- Department of Psychiatry, School of Medicine, NYU School of Medicine, New York, New York
- Department of Neuroscience and Physiology, NYU School of Medicine, New York, New York
| | - Tammie Ferringer
- Department of Pediatrics, Columbia University Irving Medical Center, New York, New York
| | - David L Rimm
- Department of Dermatology, Columbia University Irving Medical Center, New York, New York
| | - Jing Wang
- Department of Anesthesiology, Perioperative Care and Pain Medicine, NYU School of Medicine, New York, New York.
- Department of Neuroscience and Physiology, NYU School of Medicine, New York, New York
| | - Yvonne M Saenger
- Department of Medicine, Columbia University Irving Medical Center, New York, New York.
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16
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Nijhuis AAG, Santos Filho IDDAO, Holtkamp LHJ, Uren RF, Thompson JF, Nieweg OE. Sentinel Node Biopsy for Melanoma Patients with a Local Recurrence or In-Transit Metastasis. Ann Surg Oncol 2019; 27:561-568. [DOI: 10.1245/s10434-019-07699-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Indexed: 12/24/2022]
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17
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den Toom IJ, Boeve K, van Weert S, Bloemena E, Brouwers AH, Hoekstra OS, de Keizer B, van der Vegt B, Willems SM, Leemans CR, Witjes MJ, de Bree R. High rate of unexpected lymphatic drainage patterns and a high accuracy of the sentinel lymph node biopsy in oral cancer after previous neck treatment. Oral Oncol 2019; 94:68-72. [DOI: 10.1016/j.oraloncology.2019.05.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 04/28/2019] [Accepted: 05/05/2019] [Indexed: 01/13/2023]
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18
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Perone JA, Farrow N, Tyler DS, Beasley GM. Contemporary Approaches to In-Transit Melanoma. J Oncol Pract 2019; 14:292-300. [PMID: 29746804 DOI: 10.1200/jop.18.00063] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
In-transit melanoma represents a distinct disease pattern of heterogeneous superficial tumors. Many treatments have been developed specifically for this type of disease, including regional chemotherapy and a variety of directly injectable agents. Novel strategies include the intralesional delivery of oncolytic viruses and immunocytokines. The combination of intralesional or regional chemotherapy with systemic immune checkpoint inhibitors also is a promising approach. In the current review, we examine the general management of the workup of patients with in-transit disease, the range of available therapies, and recommendations for specific therapies for an individual patient.
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Affiliation(s)
- Jennifer A Perone
- University Texas Medical Branch, Galveston, TX; and Duke University, Durham, NC
| | - Nellie Farrow
- University Texas Medical Branch, Galveston, TX; and Duke University, Durham, NC
| | - Douglas S Tyler
- University Texas Medical Branch, Galveston, TX; and Duke University, Durham, NC
| | - Georgia M Beasley
- University Texas Medical Branch, Galveston, TX; and Duke University, Durham, NC
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19
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Gartrell RD, Marks DK, Rizk EM, Bogardus M, Gérard CL, Barker LW, Fu Y, Esancy CL, Li G, Ji J, Rui S, Ernstoff MS, Taback B, Pabla S, Chang R, Lee SJ, Krolewski JJ, Morrison C, Horst BA, Saenger YM. Validation of Melanoma Immune Profile (MIP), a Prognostic Immune Gene Prediction Score for Stage II-III Melanoma. Clin Cancer Res 2019; 25:2494-2502. [PMID: 30647081 PMCID: PMC6594682 DOI: 10.1158/1078-0432.ccr-18-2847] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 11/14/2018] [Accepted: 01/11/2019] [Indexed: 01/17/2023]
Abstract
PURPOSE Biomarkers are needed to stratify patients with stage II-III melanoma for clinical trials of adjuvant therapy because, while immunotherapy is protective, it also confers the risk of severe toxicity. We previously defined and validated a 53-immune gene melanoma immune profile (MIP) predictive both of distant metastatic recurrence and of disease-specific survival (DSS). Here, we test MIP on a third independent population. EXPERIMENTAL DESIGN A retrospective cohort of 78 patients with stage II-III primary melanoma was analyzed using the NanoString assay to measure expression of 53 target genes, and MIP score was calculated. Statistical analysis correlating MIP with DSS, overall survival, distant metastatic recurrence, and distant metastasis-free interval was performed using ROC curves, Kaplan-Meier curves, and standard univariable and multivariable Cox proportional hazards models. RESULTS MIP significantly distinguished patients with distant metastatic recurrence from those without distant metastatic recurrence using ROC curve analysis (AUC = 0.695; P = 0.008). We defined high- and low-risk groups based on the cutoff defined by this ROC curve and find that MIP correlates with both DSS and overall survival by ROC curve analysis (AUC = 0.719; P = 0.004 and AUC = 0.698; P = 0.004, respectively). Univariable Cox regression reveals that a high-risk MIP score correlates with DSS (P = 0.015; HR = 3.2). CONCLUSIONS MIP identifies patients with low risk of death from melanoma and may constitute a clinical tool to stratify patients with stage II-III melanoma for enrollment in clinical trials.
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Affiliation(s)
| | - Douglas K Marks
- Columbia University Irving Medical Center, New York, New York
| | | | - Margaret Bogardus
- College of Physician and Surgeons, Columbia University, New York, New York
| | | | - Luke W Barker
- College of Physician and Surgeons, Columbia University, New York, New York
| | - Yichun Fu
- College of Physician and Surgeons, Columbia University, New York, New York
| | - Camden L Esancy
- Columbia University Irving Medical Center, New York, New York
| | - Gen Li
- Mailman School of Public Health, Columbia University, New York, New York
| | - Jiayi Ji
- Mailman School of Public Health, Columbia University, New York, New York
| | - Shumin Rui
- Mailman School of Public Health, Columbia University, New York, New York
| | | | - Bret Taback
- Columbia University Irving Medical Center, New York, New York
| | | | - Rui Chang
- University of Arizona, Tucson, Arizona
| | - Sandra J Lee
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
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20
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Gyorki DE. Management of In-Transit Melanoma: We Need Some High-Quality Data. J Oncol Pract 2019; 14:302-303. [PMID: 29746807 DOI: 10.1200/jop.18.00215] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- David E Gyorki
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
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21
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Bartlett EK. Current management of regional lymph nodes in patients with melanoma. J Surg Oncol 2019; 119:200-207. [PMID: 30481384 PMCID: PMC7485600 DOI: 10.1002/jso.25316] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Accepted: 11/11/2018] [Indexed: 01/19/2023]
Abstract
The publication of recent randomized trials has prompted a significant shift in both our understanding and the management of patients with melanoma. Here, the current management of the regional lymph nodes in patients with melanoma is discussed. This review focuses on selection for sentinel lymph node biopsy, management of the positive sentinel node, management of the clinically positive node, and the controversy over the therapeutic value of early nodal intervention.
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Affiliation(s)
- Edmund K. Bartlett
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
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22
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Kwak M, Farrow NE, Salama AKS, Mosca PJ, Hanks BA, Slingluff CL, Beasley GM. Updates in adjuvant systemic therapy for melanoma. J Surg Oncol 2019; 119:222-231. [PMID: 30481375 PMCID: PMC6330126 DOI: 10.1002/jso.25298] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 10/25/2018] [Indexed: 12/20/2022]
Abstract
There has been a rapid increase in adjuvant therapies approved for treatment following surgical resection of stages III/IV melanoma. We review current indications for adjuvant therapy, which currently includes a heterogenous group of stages III and IV patients with melanoma. We describe several pivotal clinical trials of systemic immune therapies, targeted immune therapies, and adjuvant vaccine strategies. Finally, we discuss the evidence for selecting the most appropriate treatment regimen(s) for the individual patient.
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Affiliation(s)
- Minyoung Kwak
- Department of Surgery, University of Virginia, Charlottesville, Virginia
| | - Norma E Farrow
- Department of Surgery, Duke University, Durham, North Carolina
| | | | - Paul J Mosca
- Department of Surgery, Duke University, Durham, North Carolina
| | - Brent A Hanks
- Department of Medicine, Duke University, Durham, North Carolina
- Department of Pharmacology and Cancer Biology
| | - Craig L Slingluff
- Department of Surgery, University of Virginia, Charlottesville, Virginia
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23
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Racz JM, Block MS, Baum CL, Jakub JW. Management of local or regional non‐nodal disease. J Surg Oncol 2018; 119:187-199. [DOI: 10.1002/jso.25330] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 11/19/2018] [Indexed: 12/31/2022]
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24
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Dinnes J, Matin RN, Webster AC, Lawton P, Chuchu N, Bayliss SE, Takwoingi Y, Davenport C, Godfrey K, O'Sullivan C, Deeks JJ, Williams HC. Tests to assist in the staging of cutaneous squamous cell carcinoma: a generic protocol. Cochrane Database Syst Rev 2017. [DOI: 10.1002/14651858.cd012773] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Jacqueline Dinnes
- University of Birmingham; Institute of Applied Health Research; Birmingham UK B15 2TT
| | - Rubeta N Matin
- Churchill Hospital; Department of Dermatology; Old Road Headington Oxford UK OX3 7LJ
| | - Angela C Webster
- The University of Sydney; Sydney School of Public Health; Edward Ford Building A27 Sydney NSW Australia 2006
| | - Pat Lawton
- Nottingham University Hospitals NHS Trust; Department of Oncology; City Hospital Campus Nottingham City Hospital NHS Trust Campus, Hucknall Road Nottingham UK NG5 1PB
| | - Naomi Chuchu
- University of Birmingham; Institute of Applied Health Research; Birmingham UK B15 2TT
| | - Susan E Bayliss
- University of Birmingham; Institute of Applied Health Research; Birmingham UK B15 2TT
| | - Yemisi Takwoingi
- University of Birmingham; Institute of Applied Health Research; Birmingham UK B15 2TT
| | - Clare Davenport
- University of Birmingham; Institute of Applied Health Research; Birmingham UK B15 2TT
| | - Kathie Godfrey
- The University of Nottingham; c/o Cochrane Skin Group; Nottingham UK
| | | | - Jonathan J Deeks
- University of Birmingham; Institute of Applied Health Research; Birmingham UK B15 2TT
| | - Hywel C Williams
- The University of Nottingham; Centre of Evidence Based Dermatology; Queen's Medical Centre Derby Road Nottingham UK NG7 2UH
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