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Mantilla Gaviria HJ, Martinez Jaramillo SI, Carvajal Fierro CA, Zapata González RA, Montoya Medina C, Garcia-Herreros Hellal LG, Tellez Rodriguez LJ, Garzon Ramírez JC, Padilla Padilla DJ, Correa Solano AA, Barrios Del Rio R, Peláez Arango M, Castaño Ruiz W, Zerrate Misas A, Velásquez Gómez L, Beltrán Jiménez RJ, Buitrago Ramírez MR, Jimenez Quijano JAE, Mendivelso Duarte FO, Ugalde Figueroa PA. Standardized intrapulmonary lymph node dissection in lung cancer specimens: A national Colombian analysis. JTCVS OPEN 2024; 20:174-182. [PMID: 39296460 PMCID: PMC11405979 DOI: 10.1016/j.xjon.2024.06.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 05/31/2024] [Accepted: 06/03/2024] [Indexed: 09/21/2024]
Abstract
Objective In patients with non-small cell lung cancer, lymph node assessment is essential for appropriate staging. The intrapulmonary lymph nodes (IPLNs) should be considered when assigning the N stage but are infrequently evaluated in Colombian centers, resulting in understaging that may hinder optimal treatment. Methods We conducted a prospective study of IPLN dissection in patients with clinical stage I or II non-small cell lung cancer who underwent surgical resection at 9 institutions in Colombia between 2021 and 2023. IPLN dissection was performed by trained surgeons who collected lymph nodes from fresh specimens after resection and before formalin fixation. Results One hundred patients were eligible for the analysis. Their mean age was 67 ± 10.9 years, and 76% were women. Most (74%) had adenocarcinoma, 20% had neuroendocrine tumors, and 6% had squamous cell carcinoma. Successful sampling and histopathologic analysis of at least one IPLN station was obtained in 85% of patients, 9% had upstaging due to positive N2 lymph nodes, and 5% had upstaging due to positive N1 lymph nodes. Among the patients with pN0 or pN1 disease, 3.2% (3 out of 91) were upstaged exclusively due to positive IPLNs. Conclusions Fresh-specimen dissection to collect IPLNs is appropriate and feasible to achieve more accurate pathological staging in Colombian lung cancer patients. In clinical N0 patients, IPLN dissection maximizes selection for adjuvant therapy.
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Affiliation(s)
| | | | - Carlos Andrés Carvajal Fierro
- Thoracic Surgery Department, Centro de tratamiento e investigación sobre Cáncer Luis Carlos Sarmiento Angulo, Bogotá, Colombia
- Thoracic Surgery Department, Instituto Nacional de Cancerología, Bogotá, Colombia
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2
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Ji H, Hu C, Yang X, Liu Y, Ji G, Ge S, Wang X, Wang M. Lymph node metastasis in cancer progression: molecular mechanisms, clinical significance and therapeutic interventions. Signal Transduct Target Ther 2023; 8:367. [PMID: 37752146 PMCID: PMC10522642 DOI: 10.1038/s41392-023-01576-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 07/04/2023] [Accepted: 07/26/2023] [Indexed: 09/28/2023] Open
Abstract
Lymph nodes (LNs) are important hubs for metastatic cell arrest and growth, immune modulation, and secondary dissemination to distant sites through a series of mechanisms, and it has been proved that lymph node metastasis (LNM) is an essential prognostic indicator in many different types of cancer. Therefore, it is important for oncologists to understand the mechanisms of tumor cells to metastasize to LNs, as well as how LNM affects the prognosis and therapy of patients with cancer in order to provide patients with accurate disease assessment and effective treatment strategies. In recent years, with the updates in both basic and clinical studies on LNM and the application of advanced medical technologies, much progress has been made in the understanding of the mechanisms of LNM and the strategies for diagnosis and treatment of LNM. In this review, current knowledge of the anatomical and physiological characteristics of LNs, as well as the molecular mechanisms of LNM, are described. The clinical significance of LNM in different anatomical sites is summarized, including the roles of LNM playing in staging, prognostic prediction, and treatment selection for patients with various types of cancers. And the novel exploration and academic disputes of strategies for recognition, diagnosis, and therapeutic interventions of metastatic LNs are also discussed.
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Affiliation(s)
- Haoran Ji
- Department of Thoracic Surgery, Shanghai Key Laboratory of Tissue Engineering, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| | - Chuang Hu
- Department of Thoracic Surgery, Shanghai Key Laboratory of Tissue Engineering, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| | - Xuhui Yang
- Department of Thoracic Surgery, Shanghai Key Laboratory of Tissue Engineering, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| | - Yuanhao Liu
- Department of Thoracic Surgery, Shanghai Key Laboratory of Tissue Engineering, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| | - Guangyu Ji
- Department of Thoracic Surgery, Shanghai Key Laboratory of Tissue Engineering, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| | - Shengfang Ge
- Department of Ophthalmology, Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Xiansong Wang
- Department of Thoracic Surgery, Shanghai Key Laboratory of Tissue Engineering, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China.
| | - Mingsong Wang
- Department of Thoracic Surgery, Shanghai Key Laboratory of Tissue Engineering, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China.
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Osarogiagbon RU, Van Schil P, Giroux DJ, Lim E, Putora PM, Lievens Y, Cardillo G, Kim HK, Rocco G, Bille A, Prosch H, Vásquez FS, Nishimura KK, Detterbeck F, Rami-Porta R, Rusch VW, Asamura H, Huang J. The International Association for the Study of Lung Cancer Lung Cancer Staging Project: Overview of Challenges and Opportunities in Revising the Nodal Classification of Lung Cancer. J Thorac Oncol 2023; 18:410-418. [PMID: 36572339 PMCID: PMC10065917 DOI: 10.1016/j.jtho.2022.12.009] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 12/12/2022] [Accepted: 12/16/2022] [Indexed: 12/25/2022]
Abstract
The status of lymph node involvement is a major component of the TNM staging system. The N categories for lung cancer have remained unchanged since the fourth edition of the TNM staging system, partly because of differences in nodal mapping nomenclature, partly because of insufficient details to verify possible alternative approaches for staging. In preparation for the rigorous analysis of the International Association for the Study of Lung Cancer database necessary for the ninth edition TNM staging system, members of the N-Descriptors Subcommittee of the International Association for the Study of Lung Cancer Staging and Prognostic Factors Committee reviewed the evidence for alternative approaches to categorizing the extent of lymph node involvement with lung cancer, which is currently based solely on the anatomical location of lymph node metastasis. We reviewed the literature focusing on NSCLC to stimulate dialogue and mutual understanding among subcommittee members engaged in developing the ninth edition TNM staging system for lung cancer, which has been proposed for adoption by the American Joint Committee on Cancer and Union for International Cancer Control in 2024. The discussion of the range of possible revision options for the N categories, including the pros and cons of counting lymph nodes, lymph node stations, or lymph node zones, also provides transparency to the process, explaining why certain options may be discarded, others deferred for future consideration. Finally, we provide a preliminary discussion of the future directions that the N-Descriptors Subcommittee might consider for the 10th edition and beyond.
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Affiliation(s)
| | - Paul Van Schil
- Department of Thoracic and Vascular Surgery, Antwerp University Hospital, Antwerp University, Antwerp, Belgium
| | | | - Eric Lim
- Imperial College London, London, United Kingdom; The Academic Division of Thoracic Surgery, Royal Brompton Hospital, London, United Kingdom
| | - Paul Martin Putora
- Department of Radiation Oncology, Kantonsspital St. Gallen, St. Gallen, Switzerland; Department of Radiation Oncology, University of Bern, Bern, Switzerland
| | - Yolande Lievens
- Radiation Oncology Department, Ghent University Hospital, Ghent, Belgium
| | - Giuseppe Cardillo
- Azienda Ospedaliera San Camillo-Forlanini, Rome, Italy; UniCamillus-Saint Camillus International University of Health Sciences, Rome, Italy
| | - Hong Kwan Kim
- Department of Thoracic and Cardiovascular Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Gaetano Rocco
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andrea Bille
- Department of Thoracic Surgery, Guy's Hospital, London, United Kingdom; King's College University, London, United Kingdom
| | - Helmut Prosch
- Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna General Hospital, Vienna, Austria
| | - Francisco Suárez Vásquez
- Thoracic Surgeon, Surgery Department, Clínica Santa María, Santiago, Chile; Universidad de Los Andes, Santiago, Chile
| | | | | | - Ramon Rami-Porta
- Department of Thoracic Surgery, Hospital Universitari Mútua Terrassa, University of Barcelona, Terrassa, Barcelona, Spain; Network of Centres for Biomedical Research in Respiratory Diseases (CIBERES) Lung Cancer Group, Terrassa, Barcelona, Spain
| | - Valerie W Rusch
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Hisao Asamura
- Division of Thoracic Surgery, Keio University School of Medicine, Tokyo, Japan
| | - James Huang
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
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The impacts of isolated N1 lymph nodes metastasis on prognosis in non-small cell lung cancer: A single-center experience. TURKISH JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY 2022; 30:206-215. [PMID: 36168575 PMCID: PMC9473585 DOI: 10.5606/tgkdc.dergisi.2022.21303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Accepted: 01/27/2021] [Indexed: 11/21/2022]
Abstract
Background: This study aims to investigate long-term results related to N1 group metastases with respect to anatomical localization and many external parameters and to examine the effect of these parameters on prognosis in patients with in nonsmall cell lung cancer.
Methods: Between January 2006 and May 2019, a total of 52 patients (44 males, 8 females; mean age: 59.9±9.5 years; range, 42 to 80 years) who underwent lobectomy due to primary lung malignancy were retrospectively analyzed. The N1 lymph nodes were divided into three anatomical groups as hilar, peribronchial, and intraparenchymal. Demographic features, tumor features, follow-up characteristics, and survival and diseasefree survival parameters were analyzed for each group. The results were also examined in terms of number of metastasis, number of metastatic levels, rate of metastasis, and histopathological type.
Results: The five-year survival rate was 66.4% in the peribronchial group and 50% in the hilar group. The five-year disease-free survival rate was 45.7% in the peribronchial group and 37.5% in the hilar group. There was no statistically significant difference between the groups in terms of survival and disease-free survival for anatomical localization, number of metastasis, number of metastatic levels, rate of metastasis, and histopathological type (p>0.05 for all).
Conclusion: The structure that would be formed by examining N1 in terms of parameters such as subtitle levels, number of metastasis, number of metastatic stations, rate of metastasis or combinations of these would have a more impact on the decisions in the follow-up and treatment process in this patient population.
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Wang Z, Yang H, Hao X, Zhou J, Chen N, Pu Q, Liu L. Prognostic significance of the N1 classification pattern: a meta-analysis of different subclassification methods. Eur J Cardiothorac Surg 2021; 59:545-553. [PMID: 33253363 DOI: 10.1093/ejcts/ezaa388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 08/28/2020] [Accepted: 08/29/2020] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVES The number of positive lymph node stations has been viewed as a subclassification in the N1 category in the new revision of tumour node metastasis (TNM) staging. However, the survival curve of these patients overlapped with that of some patients in the N2 categories. Our study focused on the prognostic significance of different subclassifications for N1 patients. METHODS We systematically searched PubMed, Ovid, Web of Science and the Cochrane Library on the topic of N1 lymph node dissection. Hazard ratios (HRs) and corresponding 95% confidence intervals (CIs) were used to assess the prognostic significance of N1 metastases. I2 statistics was used to evaluate heterogeneity among the studies: If significant heterogeneity existed (P ≤ 0.10; I2 >50%), a random effect model was adopted. RESULTS After a careful investigation, a total of 17 articles were included in the analysis. The results showed that patients with non-small-cell lung cancer with multistation N1 disease have worse survival compared with those with single-station N1 disease (HR 1.53, 95% CI 1.32-1.77; P < 0.001; I2 = 5.1%). No significant difference was observed between groups when we assessed the number of positive lymph nodes (single or multiple) (HR 1.25, 95% CI 0.96-1.64; P = 0.097; I2 = 72.5%). Patients with positive hilar zone lymph nodes had poorer survival than those limited to the intrapulmonary zone (HR 1.80, 95% CI 1.57-2.07; P < 0.001; I2 = 0%). A subgroup analysis conducted according to the different validated lymph node maps showed a stable result. CONCLUSIONS Our result confirmed the prognostic significance of the N1 subclassification based on station number. Meanwhile, location-based classifications, especially zone-based, were also identified as prognostically significant, which may need further confirmation and validation in the staged population.
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Affiliation(s)
- Zihuai Wang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China.,West China School of Medicine, Sichuan University, Chengdu, China
| | - Hanle Yang
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Xiaohu Hao
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China.,West China School of Medicine, Sichuan University, Chengdu, China
| | - Jian Zhou
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China.,West China School of Medicine, Sichuan University, Chengdu, China
| | - Nan Chen
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Qiang Pu
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Lunxu Liu
- West China School of Medicine, Sichuan University, Chengdu, China
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Yoshida Y, Yotsukura M, Nakagawa K, Watanabe H, Motoi N, Watanabe SI. Surgical Results in Pathological N1 Nonsmall Cell Lung Cancer. Thorac Cardiovasc Surg 2020; 69:366-372. [PMID: 32634835 DOI: 10.1055/s-0040-1713613] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
BACKGROUND This retrospective study investigated the prognosis of patients with pathological N1 (pN1) nonsmall cell lung cancer (NSCLC). METHODS We included patients with pN1 NSCLC who underwent lobectomy or pneumonectomy with mediastinal lymph node dissection and achieved complete resection (R0) between January 2000 and December 2012. Patients who received neoadjuvant therapy were excluded. RESULTS A total of 249 patients were included. The mean age was 63.2 years, and 172 patients were males. Of the 249 patients, 200, 20, and 29 underwent lobectomy, bilobectomy, and pneumonectomy, respectively. The median observation period was 5.5 years. The 5-year overall survival (OS) rate was 64.6% (95% confidence interval: 58.3-70.4). Five-year OS rates were 79.8% for positive lymph nodes at station 13 or 14 (n = 57), 59.6% at station 12 (n = 72), 62.7% at station 11 (n = 69), and 56.9% at station 10 (n = 51) (log-rank test; p = 0.016); furthermore, the 5-year OS rate was 75.2% for patients with positive lymph nodes at a single station (n = 160) and 45.4% for patients with positive lymph nodes at multiple stations (n = 89) (log-rank test; p < 0.001). Five-year cumulative incidences of recurrence were equivalent between patients who received adjuvant chemotherapy and patients who did not (45.9 vs. 55.1%; Gray's test; p = 0.366). Distant recurrence was the most frequent mode of recurrence in both groups (70.8 and 67.3%). CONCLUSION The locations and the number of stations of the positive lymph nodes were identified as prognostic factors in patients with pN1 NSCLC. The primary mode of recurrence was distant recurrence irrespective of postoperative adjuvant chemotherapy.
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Affiliation(s)
- Yukihiro Yoshida
- Department of Thoracic Surgery, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
| | - Masaya Yotsukura
- Department of Thoracic Surgery, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
| | - Kazuo Nakagawa
- Department of Thoracic Surgery, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
| | - Hirokazu Watanabe
- Department of Diagnostic Radiology, National Cancer Center Hospital, Tokyo, Japan
| | - Noriko Motoi
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
| | - Shun-Ichi Watanabe
- Department of Thoracic Surgery, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
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7
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Eichhorn F, Klotz LV, Muley T, Kobinger S, Winter H, Eichhorn ME. Prognostic relevance of regional lymph-node distribution in patients with N1-positive non-small cell lung cancer: A retrospective single-center analysis. Lung Cancer 2019; 138:95-101. [PMID: 31678832 DOI: 10.1016/j.lungcan.2019.10.018] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Revised: 10/03/2019] [Accepted: 10/16/2019] [Indexed: 12/25/2022]
Abstract
OBJECTIVE Lymph node (LN) metastases predict survival in patients with non-small cell lung cancer (NSCLC) treated with curative surgery. Nevertheless, prognostic differences within the same nodal (N) status have been reported. Consequently, the International Association for the Study of Lung Cancer (IASLC) proposed to stratify patients with limited nodal disease (pN1) from low (pN1a) to high (pN1b) nodal tumor burden. This study aimed to validate the IASLC proposal in a large single-center surgical cohort of patients with pN1 NSCLC. MATERIAL AND METHODS Data from 317 patients with pN1 NSCLC treated between January 2012 and December 2016, were retrospectively analyzed. Associations between distribution of LN metastases and survival were analyzed for different classification models-toward nodal extension (pN1a: one station involved; pN1b: multiple stations involved) and toward location (pN1 in the hilar [LN#10/11] or peripheral zone [LN#12-14]). RESULTS Tumor-specific survival (TSS) in the entire pN1 cohort was 67.1% at five years. Five-year TSS rates for pN1a and pN1b patients were comparable (67.6% vs. 66.5%, p = 0.623). Significant survival differences from pN1a to pN1b were observed only in patients with adenocarcinoma histology and completed adjuvant chemotherapy (5-year TSS: pN1a, 80.4% vs. pN1b, 49.6%; p = 0.005). TSS for LN metastases in the hilar zone/peripheral zone or in both zones was 68.2% and 59.9%, respectively (p = 0.068). In multivariate analysis, adjuvant chemotherapy, squamous cell histology, and nodal disease limited to one zone nodal disease were identified as independent beneficial prognostic factors (p < 0.05). CONCLUSION pN1 in only one region (hilar or lobar) was associated with better outcome than metastatic affection of both regions after surgery and adjuvant therapy. A stratification towards single (pN1a) and multiple (pN1b) N1-metastases was found of prognostic relevance only in adenocarcinoma. Prospective multicenter analysis of prognostic subgroups in N1 NSCLC is required to evaluate its clinical impact for consideration in future TNM classification.
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Affiliation(s)
- F Eichhorn
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University, Heidelberg, Germany; Translational Lung Research Center (TLRC), Heidelberg, Member of the German Center for Lung Research (DZL), Germany.
| | - L V Klotz
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University, Heidelberg, Germany; Translational Lung Research Center (TLRC), Heidelberg, Member of the German Center for Lung Research (DZL), Germany
| | - T Muley
- Section Translational Research (STF), Thoraxklinik, Heidelberg University, Heidelberg, Germany; Translational Lung Research Center (TLRC), Heidelberg, Member of the German Center for Lung Research (DZL), Germany
| | - S Kobinger
- Section Translational Research (STF), Thoraxklinik, Heidelberg University, Heidelberg, Germany
| | - H Winter
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University, Heidelberg, Germany; Translational Lung Research Center (TLRC), Heidelberg, Member of the German Center for Lung Research (DZL), Germany
| | - M E Eichhorn
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University, Heidelberg, Germany; Translational Lung Research Center (TLRC), Heidelberg, Member of the German Center for Lung Research (DZL), Germany
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Pfannschmidt J, Kollmeier J. Ergebnisse der N1- und N2-Chirurgie beim nichtkleinzelligen Lungenkarzinom. Chirurg 2019; 90:974-981. [DOI: 10.1007/s00104-019-01029-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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9
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Gaydou V, Polette M, Gobinet C, Kileztky C, Angiboust JF, Birembaut P, Vuiblet V, Piot O. New insights into spectral histopathology: infrared-based scoring of tumour aggressiveness of squamous cell lung carcinomas. Chem Sci 2019; 10:4246-4258. [PMID: 31057753 PMCID: PMC6471539 DOI: 10.1039/c8sc04320e] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 03/01/2019] [Indexed: 12/25/2022] Open
Abstract
Spectral histopathology, based on infrared interrogation of tissue sections, proved a promising tool for helping pathologists in characterizing histological structures in a quantitative and automatic manner.
Spectral histopathology, based on infrared interrogation of tissue sections, proved a promising tool for helping pathologists in characterizing histological structures in a quantitative and automatic manner. In cancer diagnosis, the use of chemometric methods permits establishing numerical models able to detect cancer cells and to characterize their tissular environment. In this study, we focused on exploiting multivariate infrared data to score the tumour aggressiveness in preneoplastic lesions and squamous cell lung carcinomas. These lesions present a wide range of aggressive phenotypes; it is also possible to encounter cases with various degrees of aggressiveness within the same lesion. Implementing an infrared-based approach for a more precise histological determination of the tumour aggressiveness should arouse interest among pathologists with direct benefits for patient care. In this study, the methodology was developed from a set of samples including all degrees of tumour aggressiveness and by constructing a chain of data processing steps for an automated analysis of tissues currently manipulated in routine histopathology.
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Affiliation(s)
- Vincent Gaydou
- BioSpecT Unit , EA 7506 , University of Reims Champagne-Ardenne , Pharmacy Department , 51 rue Cognacq-Jay , 51096 Reims , France .
| | - Myriam Polette
- INSERM UMR-S 1250 , University of Reims Champagne-Ardenne , 45, rue Cognacq-Jay , 51092 Reims , France.,Biopathology Laboratory , Centre Hospitalier et Universitaire de Reims , 45 Rue Cognacq-Jay , 51092 Reims , France
| | - Cyril Gobinet
- BioSpecT Unit , EA 7506 , University of Reims Champagne-Ardenne , Pharmacy Department , 51 rue Cognacq-Jay , 51096 Reims , France .
| | - Claire Kileztky
- INSERM UMR-S 1250 , University of Reims Champagne-Ardenne , 45, rue Cognacq-Jay , 51092 Reims , France
| | - Jean-François Angiboust
- BioSpecT Unit , EA 7506 , University of Reims Champagne-Ardenne , Pharmacy Department , 51 rue Cognacq-Jay , 51096 Reims , France .
| | - Philippe Birembaut
- INSERM UMR-S 1250 , University of Reims Champagne-Ardenne , 45, rue Cognacq-Jay , 51092 Reims , France.,Biopathology Laboratory , Centre Hospitalier et Universitaire de Reims , 45 Rue Cognacq-Jay , 51092 Reims , France
| | - Vincent Vuiblet
- BioSpecT Unit , EA 7506 , University of Reims Champagne-Ardenne , Pharmacy Department , 51 rue Cognacq-Jay , 51096 Reims , France . .,Biopathology Laboratory , Centre Hospitalier et Universitaire de Reims , 45 Rue Cognacq-Jay , 51092 Reims , France
| | - Olivier Piot
- BioSpecT Unit , EA 7506 , University of Reims Champagne-Ardenne , Pharmacy Department , 51 rue Cognacq-Jay , 51096 Reims , France . .,Platform of Cellular and Tissular Imaging (PICT) , University of Reims Champagne-Ardenne , 51 rue Cognacq-Jay , 51096 Reims , France
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Outcomes and predictive factors for pathological node-positive in radiographically pure-solid, small-sized lung adenocarcinoma. Gen Thorac Cardiovasc Surg 2019; 67:544-550. [PMID: 30627979 DOI: 10.1007/s11748-018-01059-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Accepted: 12/28/2018] [Indexed: 10/27/2022]
Abstract
OBJECTIVES The indication of limited resection for radiographically pure-solid, small-sized lung adenocarcinoma is controversial. This study aimed to reveal the long-term outcome of standard surgical treatment and determine the predictive factors for pathological lymph node metastasis in optimal candidates undergoing limited surgical resection for pure-solid, small-sized lung adenocarcinoma. METHODS The medical records of 107 consecutive patients were retrospectively reviewed at our hospital between December 2002 and December 2013. Inclusion criteria were histopathological diagnosis of lung adenocarcinoma, radiographically pure-solid tumor, ≤ 2 cm tumor size measured using thin-section computed tomography, clinical N0M0, patients who underwent lobectomy with systematic or lobe-specific lymph node dissection, and R0 resection. Overall and disease-free survival curves were calculated using the Kaplan-Meier method. Clinicopathological factors predicting pathological node-positive metastasis were identified by univariate and multivariate analysis. RESULTS The 5-year overall and disease-free survival rates were 91.4% and 87.3%, respectively. Multivariate analysis demonstrated maximum standardized uptake value > 5 as the independent predictor of pathological node-positive metastasis (odds ratio 3.81; 95% confidence interval 1.25-12.3; p = 0.02). In all patients, the pathological node-positive rate was 16.7%; in patients who had a maximum standardized uptake value of ≤ 5, the rate was 7.9%. CONCLUSION The long-term outcome of standard surgical treatment was favorable. Maximum standardized uptake value was a significant predictor of pathological node-positive metastasis; however, diagnostic accuracy was not favorable. Therefore, the selection of optimal candidates is difficult, and limited surgical resection may not be applicable in pure-solid, small-sized lung adenocarcinoma.
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11
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Wang X, Yan S, Wang Y, Li X, Lyu C, Wang Y, Wang J, Li S, Zhang L, Yang Y, Wu N. Adjuvant chemotherapy may improve outcome of patients with non-small-cell lung cancer with metastasis of intrapulmonary lymph nodes after systematic dissection of N1 nodes. Chin J Cancer Res 2018; 30:588-595. [PMID: 30700927 PMCID: PMC6328508 DOI: 10.21147/j.issn.1000-9604.2018.06.03] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Objective Survival benefit of adjuvant chemotherapy (AC) of patients with intrapulmonary lymph node (IPLN) metastasis (level 12−14) needs investigation. We evaluated the impact of AC on patients whose metastatic nodes were limited to intrapulmonary levels after systematic dissection of N1 nodes. Methods First, 155 consective cases of lung cancer confirmed as pathologic N1 were collected and evaluated. Patients received systematic dissection of N2 and N1 nodes. For patients with IPLN metastasis, survival outcomes were compared between those receiving AC and those not receiving AC. Results In this group, 112 cases (72.3%) had IPLN metastasis and 55 cases (35.5%) had N1 involvement limited to level 13−14 without further disease spread to higher levels. Patients with IPLN involvement had a better prognosis than that of patients with hilar-interlobar involvement. For the intrapulmonary N1 group (level 12−14-positive, level 10−11-negative or unknown, n=112), no survival benefit was found between the AC group and non-AC group [5-year overall survival (OS): 54.6±1.6vs. 50.4±2.4 months, P=0.177]. However, 76 of 112 cases for whom harvesting of level-10 and level-11 nodes was done did not show cancer involvement in pathology reports (level 12−14-positive, level 10−11 both negative), oncologic outcome was better for patients receiving AC than those not receiving AC in this subgroup (5-year OS: 57.3±1.5vs. 47.1±3.2 months, P=0.002).
Conclusions Oncologic outcome may be improved by AC for patients with involvement of N1 nodes limited to intrapulmonary levels after complete examination of N1 nodes.
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Affiliation(s)
- Xing Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Thoracic Surgery II, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Shi Yan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Thoracic Surgery II, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Yaqi Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Thoracic Surgery II, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Xiang Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Thoracic Surgery II, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Chao Lyu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Thoracic Surgery II, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Yuzhao Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Thoracic Surgery II, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Jia Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Thoracic Surgery II, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Shaolei Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Thoracic Surgery II, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Lijian Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Thoracic Surgery II, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Yue Yang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Thoracic Surgery II, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Nan Wu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Thoracic Surgery II, Peking University Cancer Hospital & Institute, Beijing 100142, China
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12
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Riquet M, Pricopi C, Mangiameli G, Arame A, Badia A, Le Pimpec Barthes F. Pathologic N1 disease in lung cancer: the segmental and subsegmental lymph nodes. J Thorac Dis 2017; 9:4286-4290. [PMID: 29268493 DOI: 10.21037/jtd.2017.10.119] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Marc Riquet
- General Thoracic Surgery Department, Georges Pompidou European Hospital, Paris, France
| | - Ciprian Pricopi
- General Thoracic Surgery Department, Georges Pompidou European Hospital, Paris, France
| | - Giuseppe Mangiameli
- General Thoracic Surgery Department, Georges Pompidou European Hospital, Paris, France
| | - Alex Arame
- General Thoracic Surgery Department, Georges Pompidou European Hospital, Paris, France
| | - Alain Badia
- General Thoracic Surgery Department, Georges Pompidou European Hospital, Paris, France
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13
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Wang X, Yan S, Lv C, Wang Y, Wang J, Li S, Zhang L, Yang Y, Wu N. Impact of Omission of Intrapulmonary Lymph Node Retrieval on Outcome Evaluation of Lung Cancer Patients Without Lymph Node Metastasis: A Propensity Score Matching Analysis. Clin Lung Cancer 2017; 18:e411-e416. [DOI: 10.1016/j.cllc.2017.05.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Revised: 04/28/2017] [Accepted: 05/02/2017] [Indexed: 12/25/2022]
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14
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Osarogiagbon RU, Ray MA, Faris NR, Smeltzer MP, Fehnel C, Houston-Harris C, Signore RS, McHugh LM, Levy P, Wiggins L, Sachdev V, Robbins ET. Prognostic Value of National Comprehensive Cancer Network Lung Cancer Resection Quality Criteria. Ann Thorac Surg 2017; 103:1557-1565. [PMID: 28366464 DOI: 10.1016/j.athoracsur.2017.01.098] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Revised: 01/23/2017] [Accepted: 01/30/2017] [Indexed: 10/19/2022]
Abstract
BACKGROUND The National Comprehensive Cancer Network (NCCN) surgical resection guidelines for non-small cell lung cancer recommend anatomic resection, negative margins, examination of hilar/intrapulmonary lymph nodes, and examination of three or more mediastinal nodal stations. We examined the survival impact of these criteria. METHODS A population-based observational study was done using patient-level data from all curative-intent, non-small cell lung cancer resections from 2004 to 2013 at 11 institutions in four contiguous Dartmouth Hospital referral regions in three US states. We used an adjusted Cox proportional hazards model to assess the overall survival impact of attaining NCCN guidelines. RESULTS Of 2,429 eligible resections, 91% were anatomic, 94% had negative margins, 51% sampled hilar nodes, and 26% examined three or more mediastinal nodal stations. Only 17% of resections met all four criteria; however, there was a significant increasing trend from 2% in 2004 to 39% in 2013 (p < 0.001). Compared with patients whose surgery missed one or more criteria, the hazard ratio for patients whose surgery met all four criteria was 0.71 (95% confidence interval: 0.59 to 0.86, p < 0.001). Margin status and the nodal staging criteria were most strongly linked with survival. CONCLUSIONS Attainment of NCCN surgical quality guidelines was low, but improving, over the past decade in this cohort from a high lung cancer mortality region of the United States. The NCCN quality criteria, especially the nodal examination criteria, were strongly associated with survival. The quality of nodal examination should be a focus of quality improvement in non-small cell lung cancer care.
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Affiliation(s)
| | - Meredith A Ray
- Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, Tennessee
| | - Nicholas R Faris
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
| | - Matthew P Smeltzer
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee; Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, Tennessee
| | - Carrie Fehnel
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
| | - Cheryl Houston-Harris
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
| | - Raymond S Signore
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
| | - Laura M McHugh
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
| | - Paul Levy
- North East Arkansas Baptist Memorial Hospital, Jonesboro, Arkansas
| | - Lynn Wiggins
- St. Bernard's Regional Medical Center, Jonesboro, Arkansas
| | | | - Edward T Robbins
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
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15
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Hennon M, Landreneau RJ. Role of Segmentectomy in Treatment of Early-Stage Non–Small Cell Lung Cancer. Ann Surg Oncol 2017; 25:59-63. [DOI: 10.1245/s10434-017-5787-5] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Indexed: 11/18/2022]
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16
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Rena O. The "N"-factor in non-small cell lung cancer: staging system and institutional reports. J Thorac Dis 2017; 8:3049-3052. [PMID: 28066580 DOI: 10.21037/jtd.2016.11.37] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Ottavio Rena
- Thoracic Surgery Unit, University of Eastern Piedmont, AOU Maggiore della Carità, Novara, Italy
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17
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Survival Implications of Variation in the Thoroughness of Pathologic Lymph Node Examination in American College of Surgeons Oncology Group Z0030 (Alliance). Ann Thorac Surg 2016; 102:363-9. [PMID: 27262908 DOI: 10.1016/j.athoracsur.2016.03.095] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Revised: 03/21/2016] [Accepted: 03/28/2016] [Indexed: 11/21/2022]
Abstract
BACKGROUND Accurate pathologic nodal staging mandates effective collaboration between surgeons and pathologists. The American College of Surgeons Oncology Group Z0030 trial (ACOSOG Z0030) tightly controlled surgical lymphadenectomy practice but not pathologic examination practice. We tested the survival impact of the thoroughness of pathologic examination (using the number of examined lymph nodes as a surrogate). METHODS We re-analyzed the mediastinal lymph node dissection arm of ACOSOG Z0030, using logistic regression and Cox proportional hazards models. RESULTS Of 513 patients, 435 were pN0, 60 were pN1, and 17 were pN2. The mean number of mediastinal lymph nodes examined was 13.5, 13.1, and 17.1; station 10 lymph nodes were 2.4, 2.7, and 2.6; station 11 to 14 nodes were 4.6, 6.1, and 6.7; and total lymph nodes were 19.7, 21.3, and 25.4 respectively. The pN category and histologic evaluation were associated with increased number of examined intrapulmonary lymph nodes. Patients with pN1 had more non-hilar N1 nodes than patients with pN0, patients with N2 had more N2 nodes examined than patients with pN0 or pN1. Patients with pN0 had better survival with examination of more N1 nodes; patients with pN1 had better survival with increased mediastinal nodal examination; the likelihood of discovering N2 disease was significantly associated with increased examination of mediastinal and non-hilar N1 lymph nodes. CONCLUSIONS Despite rigorously standardized surgical hilar/mediastinal lymphadenectomy, the number of lymph nodes examined was associated with the likelihood of detecting nodal metastasis and survival. This may indicate an effect of incomplete pathologic examination.
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18
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An HJ, Lee YJ, Hong SA, Kim JO, Lee KY, Kim YK, Park JK, Kang JH. The prognostic role of tissue and serum MMP-1 and TIMP-1 expression in patients with non-small cell lung cancer. Pathol Res Pract 2015; 212:357-64. [PMID: 26995105 DOI: 10.1016/j.prp.2015.11.014] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Revised: 10/27/2015] [Accepted: 11/23/2015] [Indexed: 10/22/2022]
Abstract
PURPOSE Matrix metalloproteinase (MMP) and tissue inhibitor of matrix metalloproteinase (TIMP) play an important role in tumor invasion and progression. The aim of this study was to evaluate the prognostic role of MMP-1 and TIMP-1 in non-small cell lung cancer (NSCLC). To find out a potential serum biomarker, tissue and serum levels were investigated together. PATIENTS AND METHODS For 85 surgically resected NSCLC patients who had pre-operative serum samplings, MMP-1 and TIMP-1 expression were investigated using immunohistochemistry in tumor tissue and ELISA in serum. Tumor cells and surrounding stromal cells were assessed separately. RESULTS Higher expression of MMP-1 in tumor cells comparing to stromal cells was related to male gender (P=0.006), ever smoker (P=0.004), and pooly differentiated tumor (P=0.043). For TIMP-1, adenocarcinoma showed higher tumor cell expression, while squamous cell carcinoma showed higher stromal expression (P=0.007). Patients with high carcinoembryonic antigen (CEA) level, the presence of vascular invasion, recurrence or death showed higher serum MMP-1 level. There was no correlation between the tissue and serum levels of MMP-1 and TIMP-1. A tumor/stroma TIMP-1 intensity ratio ≥1 was strongly associated with early recurrence in multivariate analysis (hazard ratio=280.55, 95% confidence intervals; 11.12-7080.45; P=0.001). High serum MMP-1 (≥3,500pg/ml) showed a trend for short overall survival (P=0.080). When serum MMP-1 was combined with CEA level or presence of vascular invasion, its prognostic implication was statistically significant (P=0.045 and P=0.015, respectively). CONCLUSION The tumor/stroma TIMP-1 intensity ratio in tissue is useful to predict tumor recurrence. Serum MMP-1 level showed a possibility as a prognostic biomarker.
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Affiliation(s)
- Ho Jung An
- Department of Medical Oncology, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Suwon, South Korea
| | - Yoon-Jin Lee
- Division of Radiation Effect, Korea Institute of Radiological and Medical Sciences, Seoul, South Korea
| | - Soon Auck Hong
- Department of Pathology, Chung-Ang University Hospital, Seoul, South Korea
| | - Jeong-Oh Kim
- Laboratory of Medical Oncology, Research Institutes of Medical Science, The Catholic University of Korea, Seoul, South Korea
| | - Kyo Young Lee
- Department of Pathology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Young Kyoon Kim
- Department of Pulmonology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Jae Kil Park
- Department of Thoracic Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Jin-Hyoung Kang
- Department of Medical Oncology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222, Banpo-daero, Seocho-gu, Seoul 137-701, South Korea.
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19
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Osarogiagbon RU, Eke R, Sareen S, Leary C, Coleman L, Faris N, Yu X, Spencer D. The impact of a novel lung gross dissection protocol on intrapulmonary lymph node retrieval from lung cancer resection specimens. Ann Diagn Pathol 2014; 18:220-6. [PMID: 24866232 DOI: 10.1016/j.anndiagpath.2014.03.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2014] [Revised: 02/26/2014] [Accepted: 03/28/2014] [Indexed: 11/25/2022]
Abstract
Although thorough pathologic nodal staging provides the greatest prognostic information in patients with potentially curable non-small cell lung cancer, N1 nodal metastasis is frequently missed. We tested the impact of corrective intervention with a novel pathology gross dissection protocol on intrapulmonary lymph node retrieval. This study is a retrospective review of consecutive lobectomy, or greater, lung resection specimens over a period of 15 months before and 15 months after training pathologist's assistants on the novel dissection protocol. One hundred forty one specimens were examined before and 121 specimens after introduction of the novel dissection protocol. The median number of intrapulmonary lymph nodes retrieved increased from 2 to 5 (P<.0001), and the 75th to 100th percentile range of detected intrapulmonary lymph node metastasis increased from 0 to 5 to 0 to 17 (P=.0003). In multivariate analysis, the extent of resection, examination period (preintervention or postintervention), and pathologic N1 (vs N0) status were most strongly associated with a higher number of intrapulmonary lymph nodes examined. A novel pathology dissection protocol is a feasible and effective means of improving the retrieval of intrapulmonary lymph nodes for examination. Further studies to enhance dissemination and implementation of this novel pathology dissection protocol are warranted.
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Affiliation(s)
- Raymond U Osarogiagbon
- Thoracic Oncology Research Group, Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN; Division of Epidemiology and Biostatistics, School of Public Health, University of Memphis, Memphis, TN.
| | - Ransome Eke
- Division of Epidemiology and Biostatistics, School of Public Health, University of Memphis, Memphis, TN
| | - Srishti Sareen
- Thoracic Oncology Research Group, Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Cynthia Leary
- Trumbull Laboratories, LLC/Pathology Group of the Mid-South, Memphis, TN
| | - LaShundra Coleman
- Thoracic Oncology Research Group, Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Nicholas Faris
- Thoracic Oncology Research Group, Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Xinhua Yu
- Division of Epidemiology and Biostatistics, School of Public Health, University of Memphis, Memphis, TN
| | - David Spencer
- Trumbull Laboratories, LLC/Pathology Group of the Mid-South, Memphis, TN
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