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La Salvia A, Marcozzi B, Manai C, Mazzilli R, Landi L, Pallocca M, Ciliberto G, Cappuzzo F, Faggiano A. Rachel score: a nomogram model for predicting the prognosis of lung neuroendocrine tumors. J Endocrinol Invest 2024:10.1007/s40618-024-02346-x. [PMID: 38520655 DOI: 10.1007/s40618-024-02346-x] [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: 08/01/2023] [Accepted: 02/19/2024] [Indexed: 03/25/2024]
Abstract
BACKGROUND Lung NET, classified in typical carcinoids (TC) and atypical carcinoids (AC), are highly heterogeneous in their biology and prognosis. The histological subtype and TNM stage are well-established prognostic factors for lung NET. In a previous work by our group, we demonstrated a significant impact of laterality on lung NET survival outcomes. MATERIALS AND METHODS We developed a nomogram that integrates relevant prognostic factors to predict lung NET outcomes. By adding the scores for each of the variables included in the model, it was possible to obtain a prognostic score (Rachel score). Wilcoxon non-parametric statistical test was applied among parameters and Harrell's concordance index was used to measure the models' predictive power. To test the discriminatory power and the predictive accuracy of the model, we calculated Gonen and Heller concordance index. Time-dependent ROC curves and their area under the curve (AUC) were used to evaluate the models' predictive performance. RESULTS By applying Rachel score, we were able to identify three prognostic groups (specifically, high, medium and low risk). These three groups were associate to well-defined ranges of points according to the obtained nomogram (I: 0-90, II: 91-130; III: > 130 points), providing a useful tool for prognostic stratification. The overall survival (OS) and progression free survival (PFS) Kaplan-Meier curves confirmed significant differences (p < 0.0001) among the three groups identified by Rachel score. CONCLUSIONS A prognostic nomogram was developed, incorporating variables with significant impact on lung NET survival. The nomogram showed a satisfactory and stable ability to predict OS and PFS in this population, confirming the heterogeneity beyond the histopathological diagnosis of TC vs AC.
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Affiliation(s)
- A La Salvia
- Medical Oncology 2, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
- National Center for Drug Research and Evaluation, National Institute of Health (ISS), Rome, Italy.
| | - B Marcozzi
- Biostatistics, Bioinformatics and Clinical Trial Center, IRCCS Regina Elena National Cancer Institute, Rome, Italy
- Cardiovascular, Endocrine-Metabolic Disease and Aging, National Institute of Health (ISS), Rome, Italy
| | - C Manai
- Medical Oncology 2, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - R Mazzilli
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ENETS Center of Excellence, Sapienza University of Rome, Rome, Italy
| | - L Landi
- Medical Oncology 2, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - M Pallocca
- Biostatistics, Bioinformatics and Clinical Trial Center, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - G Ciliberto
- Scientific Direction, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - F Cappuzzo
- Medical Oncology 2, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - A Faggiano
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ENETS Center of Excellence, Sapienza University of Rome, Rome, Italy
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Roat-Shumway S, Tonelli CM, Baker MS, Abdelsattar ZM. Prognosis of Unresected vs Resected Small Pulmonary Carcinoid Tumors. Ann Thorac Surg 2023; 116:553-561. [PMID: 37054928 DOI: 10.1016/j.athoracsur.2023.04.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 03/13/2023] [Accepted: 04/04/2023] [Indexed: 04/15/2023]
Abstract
BACKGROUND Previous studies have shown that overall survival after lung resection for pulmonary carcinoid tumors is favorable. It is unclear what the prognosis is for observation rather than resection for small carcinoid tumors. METHODS We queried the National Cancer Database to identify patients presenting with primary pulmonary carcinoid tumors between 2004 and 2017. We included patients with small (<3 cm) primary pulmonary carcinoids, who were observed or underwent a lung resection. To minimize confounding by indication, we used propensity score matching, while accounting for age, sex, race, insurance type, Charlson-Deyo comorbidity score, typical and atypical histology, tumor size, and year of diagnosis. We used Kaplan-Meier survival analyses to compare 5-year overall survival in the matched cohorts. RESULTS Of 8435 patients with small pulmonary carcinoids, 783 (9.3%) underwent observation and 7652 (91%) underwent surgical resection. After propensity score matching, surgical resection was associated with improved 5-year overall survival (66% vs 81%, P < .001). No significant difference in overall survival was found between wedge and anatomic resection (88% vs 88%, P = .83). In patients undergoing resection, lymph node sampling at the time of wedge and anatomic resection increased 5-year overall survival (90% vs 86%, P = .0042; 88% vs 82%, P = .04, respectively). CONCLUSIONS Surgical resection of small pulmonary carcinoids is associated with improved survival compared with observation. When surgical resection is performed, wedge and anatomic resection result in similar survival, and lymph node sampling improves survival.
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Affiliation(s)
| | - Celsa M Tonelli
- Stritch School of Medicine, Loyola University Chicago, Maywood Illinois; Department of Surgery, Loyola University Medical Center, Maywood, Illinois
| | - Marshall S Baker
- Stritch School of Medicine, Loyola University Chicago, Maywood Illinois; Department of Surgery, Loyola University Medical Center, Maywood, Illinois
| | - Zaid M Abdelsattar
- Stritch School of Medicine, Loyola University Chicago, Maywood Illinois; Department of Surgery, Loyola University Medical Center, Maywood, Illinois.
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Chen J, Chen Q, Deng Y, Jiang Y, Huang Z, Zhou J, Zhao H, Cai J. Development and Validation of Prognostic Nomograms for Periampullary Neuroendocrine Neoplasms: A SEER Database Analysis. Curr Oncol 2022; 30:344-357. [PMID: 36661677 PMCID: PMC9858183 DOI: 10.3390/curroncol30010028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/20/2022] [Accepted: 12/01/2022] [Indexed: 12/28/2022] Open
Abstract
(1) Background: Periampullary neuroendocrine neoplasms (NENs) are rare tumors that lack a prognostic prediction model. We aimed to design comprehensive and effective nomograms to predict prognosis; (2) Methods: Univariate and multivariate Cox analyses were used to screen out significant variables for the construction of the nomograms. The discrimination and calibration of the nomograms were carried out using calibration plots, concordance indices (C-indices), and area under time-dependent receiver operating characteristic curves (time-dependent AUCs). Decision curve analysis (DCA) was used to compare the clinical applicability of the nomograms, TNM (Tumor- Node-Metastasis) stage, and SEER stage; (3) Results: The independent risk factors for overall survival (OS) and cancer-specific survival (CSS) of patients with periampullary NENs included age, tumor size, histology, differentiation, N stage, M stage, and surgery, which were used to construct the nomograms. The calibration curves and C-indices showed a high degree of agreement between the predicted and actual observed survival rates. The AUCs displayed good calibration and acceptable discrimination of the nomograms. Additionally, the DCA curves indicated that the nomograms showed better clinical applicability; (4) Conclusions: We developed and validated nomogram prognostic models for patients with periampullary NENs. The nomograms provided insightful and applicable tools to evaluate prognosis.
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Affiliation(s)
- Jinghua Chen
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Qichen Chen
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Yiqiao Deng
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Yujuan Jiang
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Zhen Huang
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Jianguo Zhou
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Hong Zhao
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Jianqiang Cai
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
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Angioside: The role of Angiogenesis and Hypoxia in Lung Neuroendocrine Tumours According to Primary Tumour Location in Left or Right Parenchyma. J Clin Med 2022; 11:jcm11195958. [PMID: 36233825 PMCID: PMC9570740 DOI: 10.3390/jcm11195958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 10/03/2022] [Accepted: 10/05/2022] [Indexed: 11/05/2022] Open
Abstract
Well-differentiated lung neuroendocrine tumours (Lu-NETs), classified as typical (TC) and atypical (AC) carcinoids, represent 30% of NETs. Angiogenesis plays an essential role in NET development and progression. A higher vascular network is a marker of differentiation, with positive prognostic implications. Materials and Methods: We retrospectively evaluated microvessel density (MVD) by CD34 immunohistochemical (IHC) staining and hypoxia by IHC staining for Hypoxia-inducible factor 1α (HIF-1α), comparing right- and left-lung parenchyma in 53 lung NETs. Results: The median age was 66 years (39−81), 56.6% males, 24.5% AC, 40.5% left-sided tumours and 69.8% TNM stage I. The mitotic count was <2/10 per 10 HPF in 79.2%, and the absence of necrosis in 81.1%, 39.6% with Ki67, was ≤2%. The MVD, the number of vessels and the average vessel area median values were significantly higher in the right than the left parenchyma (p: 0.025, p: 0.019, p: 0.016, respectively). Hypoxia resulted present in 14/19 (73.6%) left tumours and in 10/20 (50%) right tumours in the parenchyma (p: 0.129). Conclusions: This study suggests a biological rationale for a different angiogenesis and hypoxia according to the Lu-NETs’ location. In our study, left primary tumours were less vascularized and most likely to present hypoxia than right primary tumours. This finding could have potentially useful prognostic and predictive implications for Lu-NETs.
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La Salvia A, Persano I, Siciliani A, Verrico M, Bassi M, Modica R, Audisio A, Zanata I, Trabalza Marinucci B, Trevisi E, Puliani G, Rinzivillo M, Parlagreco E, Baldelli R, Feola T, Sesti F, Razzore P, Mazzilli R, Mancini M, Panzuto F, Volante M, Giannetta E, Romero C, Appetecchia M, Isidori A, Venuta F, Ambrosio MR, Zatelli MC, Ibrahim M, Colao A, Brizzi MP, García-Carbonero R, Faggiano A. Prognostic significance of laterality in lung neuroendocrine tumors. Endocrine 2022; 76:733-746. [PMID: 35301675 PMCID: PMC9156515 DOI: 10.1007/s12020-022-03015-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 02/06/2022] [Indexed: 12/23/2022]
Abstract
PURPOSE Well-differentiated lung neuroendocrine tumors (Lu-NET) are classified as typical (TC) and atypical (AC) carcinoids, based on mitotic counts and necrosis. However, prognostic factors, other than tumor node metastasis (TNM) stage and the histopathological diagnosis, are still lacking. The current study is aimed to identify potential prognostic factors to better stratify lung NET, thus, improving patients' treatment strategy and follow-up. METHODS A multicentric retrospective study, including 300 Lung NET, all surgically removed, from Italian and Spanish Institutions. RESULTS Median age 61 years (13-86), 37.7% were males, 25.0% were AC, 42.0% were located in the lung left parenchyma, 80.3% presented a TNM stage I-II. Mitotic count was ≥2 per 10 high-power field (HPF) in 24.7%, necrosis in 13.0%. Median overall survival (OS) was 46.1 months (0.6-323), median progression-free survival (PFS) was 36.0 months (0.3-323). Female sex correlated with a more indolent disease (T1; N0; lower Ki67; lower mitotic count and the absence of necrosis). Left-sided primary tumors were associated with higher mitotic count and necrosis. At Cox-multivariate regression model, age, left-sided tumors, nodal (N) positive status and the diagnosis of AC resulted independent negative prognostic factors for PFS and OS. CONCLUSIONS This study highlights that laterality is an independent prognostic factors in Lu-NETs, with left tumors being less frequent but showing a worse prognosis than right ones. A wider spectrum of clinical and pathological prognostic factors, including TNM stage, age and laterality is suggested. These parameters could help clinicians to personalize the management of Lu-NET.
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Affiliation(s)
- Anna La Salvia
- Department of Oncology, 12 de Octubre University Hospital, Madrid, Spain
| | - Irene Persano
- Department of Oncology, San Luigi Gonzaga Hospital, Orbassano, Italy
| | | | - Monica Verrico
- Department of Radiological, Oncological, and Pathological Sciences, Sapienza University of Rome, Rome, Italy
| | - Massimiliano Bassi
- Department of Thoracic Surgery, Policlinico Umberto I, "Sapienza" University of Rome, Rome, Italy
| | - Roberta Modica
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | | | - Isabella Zanata
- Department of Medical Sciences, Section of Endocrinology and Internal Medicine, University of Ferrara, Ferrara, Italy
| | | | - Elena Trevisi
- Department of Oncology, San Luigi Gonzaga Hospital, Orbassano, Italy
| | - Giulia Puliani
- Oncological Endocrinology Unit, Regina Elena National Cancer Institute, Rome, Italy
- Department of Experimental Medicine, "Sapienza" University of Roma, Rome, Italy
| | - Maria Rinzivillo
- Digestive Disease Unit, ENETS Center of Excellence, Sant'Andrea University Hospital, Rome, Italy
| | - Elena Parlagreco
- Department of Oncology, San Luigi Gonzaga Hospital, Orbassano, Italy
| | - Roberto Baldelli
- Endocrinology Unit, Department of Oncology and Medical Specialities, A.O. San Camillo-Forlanini, Rome, Italy
| | - Tiziana Feola
- Department of Experimental Medicine, "Sapienza" University of Roma, Rome, Italy
- Neuroendocrinology, Neuromed Institute, IRCCS, Pozzilli, Italy
| | - Franz Sesti
- Department of Experimental Medicine, "Sapienza" University of Roma, Rome, Italy
| | - Paola Razzore
- Endocrinology Unit, Mauriziano Hospital, Turin, Italy
| | - Rossella Mazzilli
- Endocrinology Unit, Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, Sapienza University of Rome, ENETS Center of Excellence, Rome, Italy
| | | | - Francesco Panzuto
- Digestive Disease Unit, ENETS Center of Excellence, Sant'Andrea University Hospital, Rome, Italy
| | - Marco Volante
- Department of Oncology, Pathology Unit of San Luigi Hospital, University of Turin, Orbassano, Turin, Italy
| | - Elisa Giannetta
- Department of Experimental Medicine, "Sapienza" University of Roma, Rome, Italy
| | - Carmen Romero
- Scientific Support, 12 de Octubre University Hospital, Madrid, Spain
| | | | - Andrea Isidori
- Department of Experimental Medicine, "Sapienza" University of Roma, Rome, Italy
| | - Federico Venuta
- Department of Thoracic Surgery, Policlinico Umberto I, "Sapienza" University of Rome, Rome, Italy
| | - Maria Rosaria Ambrosio
- Department of Medical Sciences, Section of Endocrinology and Internal Medicine, University of Ferrara, Ferrara, Italy
| | - Maria Chiara Zatelli
- Department of Medical Sciences, Section of Endocrinology and Internal Medicine, University of Ferrara, Ferrara, Italy
| | - Mohsen Ibrahim
- Department of Thoracic Surgery, Sant'Andrea University Hospital, Rome, Italy
| | - Annamaria Colao
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Maria Pia Brizzi
- Department of Oncology, San Luigi Gonzaga Hospital, Orbassano, Italy
| | | | - Antongiulio Faggiano
- Endocrinology Unit, Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, Sapienza University of Rome, ENETS Center of Excellence, Rome, Italy.
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External Validation of a Prognostic Score for Survival in Lung Carcinoids. Cancers (Basel) 2022; 14:cancers14112601. [PMID: 35681581 PMCID: PMC9179308 DOI: 10.3390/cancers14112601] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 05/17/2022] [Accepted: 05/23/2022] [Indexed: 02/04/2023] Open
Abstract
Background: A prognostic score including T-dimension, age, histology and lymph node ratio was previously proposed in absence of an external validation dataset. The aim of the current study was to validate the proposed prognostic score using an independent dataset. Methods: Data of patients with lung carcinoids, who underwent surgical resection and lymphadenectomy in five institutions from 1 January 2005 to 31 December 2019, were retrospectively analyzed. Two risk groups were created based on the following data: age, histology, node ratio and pT for disease-free survival (DFS); age, sex, node ratio and pT for overall survival (OS). The previously proposed score was validated, identifying two groups of patients: a high risk (HRG) and low risk (LRG) group. Results: The final analysis was conducted on 283 patients. Regarding DFS, 230 (81.3%) patients were assigned to the LRG and 53 (18.7%) to the HRG. Considering OS, 268 (94.7%) were allocated in the LRG and 15 (5.3%) in the HRG. The 5-year DFS was 92.7% in the LRG vs. 67% in the HRG (p < 0.001) while the 5-year OS was 93.6% in the LRG vs. 86.2% in the HRG (p = 0.29) with clear curve separation. Conclusion: Our analysis confirmed the validity of the composite score for DFS in lung carcinoids. Regarding OS, statistical significance was not reached because of a low number of deaths and patients in the HRG.
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Bilski M, Mertowska P, Mertowski S, Sawicki M, Hymos A, Niedźwiedzka-Rystwej P, Grywalska E. The Role of Conventionally Fractionated Radiotherapy and Stereotactic Radiotherapy in the Treatment of Carcinoid Tumors and Large-Cell Neuroendocrine Cancer of the Lung. Cancers (Basel) 2021; 14:177. [PMID: 35008341 PMCID: PMC8750397 DOI: 10.3390/cancers14010177] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Revised: 12/23/2021] [Accepted: 12/28/2021] [Indexed: 12/15/2022] Open
Abstract
The occurrence of neuroendocrine tumors among the diagnosed neoplasms is extremely rare and is associated with difficulties in undertaking effective therapy due to the histopathological differentiation of individual subtypes and the scarce clinical data and recommendations found in the literature. The choice of treatment largely depends not only on its type, but also on the location and production of excess hormones by the tumor itself. Common therapeutic approaches include surgical removal of the tumor, the use of chemotherapy, targeted drug therapy, peptide receptor radionuclide therapy, and the use of radiation therapy. This article reviews the current knowledge on the classification and application of radiotherapy in the treatment of lung NETs. Case reports were presented in which treatment with conventional radiotherapy, radical and palliative radiochemotherapy, as well as stereotactic fractionated radiotherapy in the treatment of typical (TC) and atypical (AT) lung carcinoids and large cell neuroendocrine carcinoma (LCNC) were used. We hope that the solutions presented in the literature will allow many radiation oncologists to make the best, often personalized decisions about the therapeutic qualifications of patients.
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Affiliation(s)
- Mateusz Bilski
- Department of Radiotherapy, Medical University of Lublin, Chodźki 7 St., 20-093 Lublin, Poland;
- Department of Brachytherapy, St. John’s Cancer Center, Jaczewskiego 7 St., 20-090 Lublin, Poland
- Department of Radiotherapy, St. John’s Cancer Center, Jaczewskiego 7 St., 20-090 Lublin, Poland
| | - Paulina Mertowska
- Department of Experimental Immunology, Medical University of Lublin, Chodźki 4a St., 20-093 Lublin, Poland; (P.M.); (S.M.); (A.H.); (E.G.)
| | - Sebastian Mertowski
- Department of Experimental Immunology, Medical University of Lublin, Chodźki 4a St., 20-093 Lublin, Poland; (P.M.); (S.M.); (A.H.); (E.G.)
| | - Marcin Sawicki
- Institute of Medical Sciences, Medical College of Rzeszow University, mjr. W. Kopisto 2a St., 35-959 Rzeszow, Poland;
| | - Anna Hymos
- Department of Experimental Immunology, Medical University of Lublin, Chodźki 4a St., 20-093 Lublin, Poland; (P.M.); (S.M.); (A.H.); (E.G.)
| | | | - Ewelina Grywalska
- Department of Experimental Immunology, Medical University of Lublin, Chodźki 4a St., 20-093 Lublin, Poland; (P.M.); (S.M.); (A.H.); (E.G.)
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Chiappetta M, Sperduti I, Ciavarella LP, Leuzzi G, Bria E, Mucilli F, Lococo F, Filosso P, Ratto G, Spaggiari L, Facciolo F, Margaritora S. Prognostic score for survival with pulmonary carcinoids: the importance of associating clinical with pathological characteristics. Interact Cardiovasc Thorac Surg 2021; 31:315-323. [PMID: 32747930 DOI: 10.1093/icvts/ivaa114] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 03/13/2020] [Accepted: 05/24/2020] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVES Lung carcinoids (LCs) are staged using the non-small-cell lung cancer tumour/node/metastasis staging system; the possibility of an LC-specific staging system is still being debated. The goal of our study was to construct a composite prognostic score for LC. METHODS From January 2002 to December 2014, data from 293 patients who underwent surgical treatment for LC in 7 research institutes were retrospectively analysed. A panel of established prognostic factors in addition to lymph node metastasis patterns (single/multiple N1-N2 station, skip metastasis, lobe specific), numbers of lymph nodes resected and the ratio between the numbers of metastatic lymph nodes and the numbers of lymph nodes resected (node ratio) were correlated to overall survival (OS) and disease-free survival (DFS). The log-hazard ratio (HR), obtained from the Cox model, was used to derive weighting factors for a continuous prognostic index, designed to identify differential outcome risks. The score was dichotomized according to maximally selected log-rank statistics. RESULTS Pathological analysis showed typical carcinoids in 223 (76.1%) and atypical carcinoids in 70 (23.9%) patients; the tumour/node/metastasis pattern was stage I in 72.4%, stage II in 18.1%, stage III in 9.5% and stage IV in 0.03% cases. The median numbers of lymph nodes resected was 12 (range 0-53); hilar and mediastinal node metastases were identified in 14% and 6.8% of cases, respectively. Overall, the 5-year OS and 5-year DFS rates were 90.6% and 76.7%, respectively. At multivariable analysis, sex, age, pathological T stage and node ratio were significantly related to a better OS; age, histological type, pathological T stage and node ratio were related to DFS. These factors were used to generate the prognostic score, which showed statistically significant differences between the high-risk and low-risk groups: 5-year OS = 96.6% if score <3.1 vs 63.5% if score ≥3.1 [P < 0.0001; HR 17.56, 95% confidence interval (CI) 5.45-56.53]; 5-year DFS 92.3% if score <1.5 vs 52.5% if score ≥ 1.5 (P < 0.0001; HR 7.95, 95% CI 3.48-18.16). CONCLUSIONS The proposed prognostic scores seem to be effective in predicting outcomes for patients with LCs.
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Affiliation(s)
- Marco Chiappetta
- Thoracic Surgery, Università Cattolica del Sacro Cuore, Rome, Italy.,Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Isabella Sperduti
- Biostatistics, Regina Elena National Cancer Institute, IRCCS, Rome, Italy
| | - Leonardo Petracca Ciavarella
- Thoracic Surgery, Università Cattolica del Sacro Cuore, Rome, Italy.,Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Giovanni Leuzzi
- Thoracic Surgery Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Emilio Bria
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.,Medical Oncology, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Felice Mucilli
- General and Thoracic Surgery, University Hospital "SS. Annunziata", Chieti, Italy
| | - Filippo Lococo
- Thoracic Surgery, Arcispedale Santa Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - Pierluigi Filosso
- Department of Thoracic Surgery, University of Turin, San Giovanni Battista Hospital, Turin, Italy
| | | | - Lorenzo Spaggiari
- Thoracic Surgery Division, European Institute of Oncology, University of Milan, Milan, Italy
| | - Francesco Facciolo
- Thoracic Surgery Unit, Regina Elena National Cancer Institute-IFO, Rome, Italy
| | - Stefano Margaritora
- Thoracic Surgery, Università Cattolica del Sacro Cuore, Rome, Italy.,Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
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9
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Baudin E, Caplin M, Garcia-Carbonero R, Fazio N, Ferolla P, Filosso PL, Frilling A, de Herder WW, Hörsch D, Knigge U, Korse CM, Lim E, Lombard-Bohas C, Pavel M, Scoazec JY, Sundin A, Berruti A. Lung and thymic carcinoids: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up ☆. Ann Oncol 2021; 32:439-451. [PMID: 33482246 DOI: 10.1016/j.annonc.2021.01.003] [Citation(s) in RCA: 89] [Impact Index Per Article: 29.7] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 12/23/2020] [Accepted: 01/07/2021] [Indexed: 12/24/2022] Open
Affiliation(s)
- E Baudin
- Endocrine Oncology and Nuclear Medicine Unit, Gustave Roussy, Villejuif, France
| | - M Caplin
- Centre for Gastroenterology, Neuroendocrine Tumour Unit, Royal Free Hospital, London, UK
| | - R Garcia-Carbonero
- Oncology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), UCM, CNIO, CIBERONC, Madrid, Spain
| | - N Fazio
- Division of Gastrointestinal Medical Oncology and Neuroendocrine Tumours, European Institute of Oncology IEO, IRCCS, Milan, Italy
| | - P Ferolla
- Multidisciplinary NET Group, Department of Medical Oncology, Umbria Regional Cancer Network and University of Perugia, Perugia, Italy
| | - P L Filosso
- Department of Surgical Sciences Unit of Thoracic Surgery Corso Dogliotti, University of Torino, Torino, Italy
| | - A Frilling
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - W W de Herder
- Department of Internal Medicine, Sector of Endocrinology, Erasmus MC, ENETS Centre of Excellence, Rotterdam, The Netherlands
| | - D Hörsch
- ENETS Centre of Excellence Zentralklinik Bad Berka, Bad Berka, Germany
| | - U Knigge
- Department of Surgery and Department of Endocrinology, ENETS Centre of Excellence, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - C M Korse
- Department of Laboratory Medicine, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - E Lim
- Imperial College and the Academic Division of Thoracic Surgery, The Royal Brompton Hospital, London, UK
| | - C Lombard-Bohas
- Cancer Institute Hospices Civils de Lyon, Hôpital E Herriot, Lyon, France
| | - M Pavel
- Department of Medicine 1, Endocrinology, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Germany
| | - J Y Scoazec
- Department of Pathology, Gustave Roussy, Villejuif, France
| | - A Sundin
- Department of Radiology and Nuclear Medicine, Department of Surgical Sciences (IKV), Uppsala University, Uppsala, Sweden
| | - A Berruti
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, Medical Oncology Unit, University of Brescia, Brescia, Italy
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Diagnostic Value of Conventional PET Parameters and Radiomic Features Extracted from 18F-FDG-PET/CT for Histologic Subtype Classification and Characterization of Lung Neuroendocrine Neoplasms. Biomedicines 2021; 9:biomedicines9030281. [PMID: 33801987 PMCID: PMC8001140 DOI: 10.3390/biomedicines9030281] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 03/01/2021] [Accepted: 03/04/2021] [Indexed: 12/20/2022] Open
Abstract
Aim: To evaluate if conventional Positron emission tomography (PET) parameters and radiomic features (RFs) extracted by 18F-FDG-PET/CT can differentiate among different histological subtypes of lung neuroendocrine neoplasms (Lu-NENs). Methods: Forty-four naïve-treatment patients on whom 18F-FDG-PET/CT was performed for histologically confirmed Lu-NEN (n = 46) were retrospectively included. Manual segmentation was performed by two operators allowing for extraction of four conventional PET parameters (SUVmax, SUVmean, metabolic tumor volume (MTV), and total lesion glycolysis (TLG)) and 41 RFs. Lu-NENs were classified into two groups: lung neuroendocrine tumors (Lu-NETs) vs. lung neuroendocrine carcinomas (Lu-NECs). Lu-NETs were classified according to histological subtypes (typical (TC)/atypical carcinoid (AC)), Ki67-level, and TNM staging. The least absolute shrink age and selection operator (LASSO) method was used to select the most predictive RFs for classification and Pearson correlation analysis was performed between conventional PET parameters and selected RFs. Results: PET parameters, in particular, SUVmax (area under the curve (AUC) = 0.91; cut-off = 5.16) were higher in Lu-NECs vs. Lu-NETs (p < 0.001). Among RFs, HISTO_Entropy_log10 was the most predictive (AUC = 0.90), but correlated with SUVmax/SUVmean (r = 0.95/r = 0.94, respectively). No statistical differences were found between conventional PET parameters and RFs (p > 0.05) and TC vs. AC classification. Conventional PET parameters were correlated with N+ status in Lu-NETs. Conclusion: In our study, conventional PET parameters were able to distinguish Lu-NECs from Lu-NETs, but not TC from AC. RFs did not provide additional information.
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García-Fontán EM, Cañizares-Carretero MÁ, Blanco-Ramos M, Matilla-González JM, Carrasco-Rodríguez R, Barreiro-Morandeira F, García-Yuste M. Prognostic significance of histopathological factors in survival and recurrence of atypical carcinoid tumours. Interact Cardiovasc Thorac Surg 2021; 32:904-910. [PMID: 33580683 DOI: 10.1093/icvts/ivab026] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 12/10/2020] [Accepted: 01/01/2021] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVES Atypical carcinoids are neuroendocrine neoplasms of intermediate degree and low frequency. The aim of this study is to analyse their clinical characteristics and the importance of different histopathological factors in their prognosis. METHODS Multicentre cooperative group EMETNE prospectively reviewed 153 patients operated on between 1998 and 2016 with diagnosis of atypical carcinoids. Clinical variables and histopathological features were assessed. RESULTS Mean age was 54.36 years, similar for both genders. Concerning pathological study, mean tumour size was 31.7 mm. Rosettes were presented in 17% of the cases and tumoural necrosis in 23.3%. The cell proliferation factor Ki-67 index was 10.7%. The 2- and 5-year overall survival rates were 95.8% and 88.9%, respectively. In the univariate study, statistically significant differences in survival were found for each of the categories of T, N and M factors. Mitotic index and quantification of expression of Ki-67 showed influence in overall survival, although without statistical significance. In the multivariate analysis, factors N, M and mitotic index behaved as independent prognostic factors related to survival. Median disease-free interval in the series was 163.35 months. In cases with loco-regional recurrence, 53% had positive hiliar or mediastinal nodal involvement at the time of the surgery. In the univariate analysis, we observed statistically significant differences in disease-free interval in patients with nodal involvement (P = 0.024) and non-anatomical resections (P = 0.04). Histological characteristics showed no statistically significant differences in disease-free interval. CONCLUSIONS Lymph node involvement, the development of distant metastasis and mitotic index, more than Ki-67 determination, were shown as independent prognostic factors related to survival of these patients.
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Moonen L, Derks JL, Hermans BCM, Bunnik IM, Hillen LM, van Suylen RJ, den Bakker MA, von der Thüsen JH, Damhuis RA, van den Broek EC, Buikhuisen WA, Dingemans AMC, Speel EJM. Preoperative Biopsy Diagnosis in Pulmonary Carcinoids, a Shot in the Dark. J Thorac Oncol 2020; 16:610-618. [PMID: 33333326 DOI: 10.1016/j.jtho.2020.12.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Revised: 11/25/2020] [Accepted: 12/07/2020] [Indexed: 02/05/2023]
Abstract
INTRODUCTION The preferred treatment for pulmonary carcinoids (PCs) is lobectomy, and parenchyma-sparing approaches might be considered for typical carcinoids (TCs). Treatment decisions are based on a preoperative biopsy diagnosis. Following the WHO criteria (2015), definitive diagnosis is only feasible postoperatively, thereby hampering preoperative treatment decisions. Here, we determined whether the final carcinoid classification on a resection specimen can be predicted by a preoperative biopsy. METHODS We searched all stage I to III patients with a final carcinoid diagnosis who underwent a curative resection and of whom both a preoperative biopsy and paired resection specimen were available (2003-2012) using the Dutch Pathology Registry (PALGA) and the Netherlands Cancer Registry (IKNL). Pathology report conclusions of the biopsy-resection specimen were compared. RESULTS Paired biopsy-resection specimens in combination with clinical data were available from 330 patients. 57% (189 of 330) of the patients exhibited discordance between the preoperative biopsy and paired resection diagnosis, including 36% (44 of 121) preoperatively diagnosed TC, 40% (six of 15) atypical carcinoid (AC), and 65% (103 of 158) not-otherwise-specified (NOS) carcinoids. A quarter of preoperatively diagnosed TC and NOS was reclassified as AC on the resection specimen. Preoperatively diagnosed ACs exhibited the highest relapse rates (40%, 6 of 15). Preoperatively diagnosed TC and NOS patients who were reclassified as ACs exhibited higher relapse rates as compared to nonreclassified TCs and NOS (3% versus 1%, and 16% versus 6%). CONCLUSIONS We provide evidence that carcinoid classification on preoperative biopsies is imprecise, as is also stated by the current WHO classification. We advise clinicians to interpret the preoperative biopsy diagnosis with caution in deciding the extent of surgery (e.g., parenchyma-sparing versus non-parenchyma-sparing).
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Affiliation(s)
- Laura Moonen
- Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Jules L Derks
- Department of Pulmonary Diseases, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Bregtje C M Hermans
- Department of Pulmonary Diseases, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Iris M Bunnik
- Department of Pulmonary Diseases, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Lisa M Hillen
- Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | | | | | | | - Ronald A Damhuis
- Department Research, Comprehensive Cancer Association, Utrecht, The Netherlands
| | | | - Wieneke A Buikhuisen
- Department of Thoracic Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Anne-Marie C Dingemans
- Department of Pulmonary Diseases, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands; Department of Pulmonary Diseases, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Ernst Jan M Speel
- Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands.
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Wen J, Chen J, Liu D, Chen D, Chen Y, Fan M, Lu B. Proposal of organ-specific subdivision of M component and staging system for metastatic pulmonary neuroendocrine tumor. Lung Cancer 2020; 148:86-93. [PMID: 32846318 DOI: 10.1016/j.lungcan.2020.08.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 07/28/2020] [Accepted: 08/05/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVES To evaluate the prognostic significance of patterns of distant metastatic organs in metastatic pulmonary neuroendocrine tumors (PNETs). METHODS 891 metastatic PNETs patients (G1-typical carcinoid, 200; G2-atypical carcinoid, 68; G3-large-cell neuroendocrine carcinoma, 623) diagnosed between 2010 and 2016 were identified. Multivariate analysis was performed using a Cox regression model to identify prognostic factors associated with cancer-specific survival (CSS). The novel M component was established based on the hazard ratio of different metastatic organs. A disease-specific staging system was then proposed by using k-means cluster analysis. RESULTS For metastatic PNETs, involvement of bone, liver or brain and multiple metastatic organs were identified as independent prognostic factors in multivariate analysis. M categories was subdivided into three subcategories: M1a, lung involvement only or distant lymph node involvement only; M1b, bone involvement only or liver involvement only; M1c, brain involvement regardless of number of metastatic organs or multiple organs involvement except brain. Primary site surgery, chemotherapy and histologic subtypes were independently associated with CSS, but T component and N component were not. After regrouping histologic subtypes and novel M component, we proposed the following modified staging system: stage IVA (G1M1any, G2M1a-b), stage IVB (G2M1c, G3M1a-b) and stage IVC (G3M1c). The 2-year CSS were 77.9 %, 16.4 % and 5.3 %. CONCLUSIONS Subdivision of M component according to patterns of distant metastatic organs facilitates prognostic significance for PNETs. Brain metastases and multiple metastatic organs were associated with significantly inferior prognosis. Incorporating histologic subtypes and novel M categories create a disease-specific staging system showed good discriminatory capacity.
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Affiliation(s)
- Junmiao Wen
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China; Institute of Thoracic Oncology, Fudan University, Shanghai, China
| | - Jiayan Chen
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China; Institute of Thoracic Oncology, Fudan University, Shanghai, China
| | - Di Liu
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China; Institute of Thoracic Oncology, Fudan University, Shanghai, China
| | - Donglai Chen
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University, School of Medicine, Shanghai, China
| | - Yongbing Chen
- Department of Thoracic Surgery, the Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Min Fan
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China; Institute of Thoracic Oncology, Fudan University, Shanghai, China.
| | - Bo Lu
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania PA, USA
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Gagliardi I, Tarquini M, Ambrosio MR, Giannetta E, Borges de Souza P, Gafà R, Carnevale A, Franceschetti P, Zatelli MC. NEP-Score Thresholds Predict Survival of Patients With Bronchial Carcinoids. Front Endocrinol (Lausanne) 2020; 11:621557. [PMID: 33628200 PMCID: PMC7897663 DOI: 10.3389/fendo.2020.621557] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 12/17/2020] [Indexed: 01/19/2023] Open
Abstract
Survival prognostic markers are extremely needed to better define therapeutic strategies in patients with bronchial carcinoids (BC). We aim to verify the applicability of the NEP-Score in a homogeneous BC cohort and identify a derivative prognostic marker, the NEP-Score at diagnosis (NEP-D) that does not consider new metastases during follow-up. Sixty-four patients (38 females, and 26 males, mean age at diagnosis 58.9 ± 1.7 years) with BC were retrospectively evaluated. NEP-Score was calculated at the end of follow-up (NEP-T). A derivative score, the NEP-Score at diagnosis (NEP-D) that does not consider new metastases during follow-up, was then assessed. Patients were subdivided according to their living status at the end of follow-up. A NEP-Score threshold was investigated to predict survival. Mean NEP-T and mean NEP-D were significantly lower in live patients at end of follow-up. A NEP-T cut-off >138 significantly predicts survival. Atypical BC relapsed more frequently than Typical BC. Male gender and previous malignancy were negative prognostic factors for survival. We confirmed NEP-Score applicability in BC and NEP-D utility, being the latter a simple, quick, and cheap prognostic score that can help clinicians in decision making. The identified NEP-D threshold can predict NEN aggressiveness and may be used to define the best personalized therapeutic strategy. In this context, a validation study is needed.
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Affiliation(s)
- Irene Gagliardi
- Section of Endocrinology and Internal Medicine, Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | - Mario Tarquini
- Section of Endocrinology and Internal Medicine, Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | - Maria Rosaria Ambrosio
- Section of Endocrinology and Internal Medicine, Department of Medical Sciences, University of Ferrara, Ferrara, Italy
- Endocrine Unit, Azienda Ospedaliero-Universitaria di Ferrara, Ferrara, Italy
| | - Elisa Giannetta
- Section of Medical Physiopathology, Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Patricia Borges de Souza
- Section of Endocrinology and Internal Medicine, Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | - Roberta Gafà
- Pathology Unit, Department of Translational Medicine, University of Ferrara, Ferrara, Italy
| | - Aldo Carnevale
- Department of Translational Medicine, University of Ferrara, Ferrara, Italy
| | - Paola Franceschetti
- Endocrine Unit, Azienda Ospedaliero-Universitaria di Ferrara, Ferrara, Italy
| | - Maria Chiara Zatelli
- Section of Endocrinology and Internal Medicine, Department of Medical Sciences, University of Ferrara, Ferrara, Italy
- Endocrine Unit, Azienda Ospedaliero-Universitaria di Ferrara, Ferrara, Italy
- *Correspondence: Maria Chiara Zatelli,
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Petursdottir A, Sigurdardottir J, Fridriksson BM, Johnsen A, Isaksson HJ, Hardardottir H, Jonsson S, Gudbjartsson T. Pulmonary carcinoid tumours: incidence, histology, and surgical outcome. A population-based study. Gen Thorac Cardiovasc Surg 2019; 68:523-529. [DOI: 10.1007/s11748-019-01261-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Accepted: 11/22/2019] [Indexed: 12/17/2022]
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16
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Jackson AS, Rosenthal A, Cattoni M, Bograd AJ, Farivar AS, Aye RW, Vallières E, Louie BE. Staging System for Neuroendocrine Tumors of the Lung Needs to Incorporate Histologic Grade. Ann Thorac Surg 2019; 109:1009-1018. [PMID: 31706866 DOI: 10.1016/j.athoracsur.2019.09.053] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 08/21/2019] [Accepted: 09/13/2019] [Indexed: 12/25/2022]
Abstract
BACKGROUND Neuroendocrine tumors of the lung are staged with the American Joint Committee on Cancer (AJCC) TNM system for non-small cell lung cancer. However neuroendocrine tumors have a distinct clinical behavior with grade providing critical prognostic information. We aim to determine components of a tumor-specific staging system. METHODS We identified 12,415 of 58,736 neuroendocrine patients with complete 8th edition AJCC staging information in the National Cancer Database from 2004 to 2014. Data were randomized into training (n = 8324) and validation (n = 4091) sets and analyzed separately. Recursive partitioning followed by Cox regression was performed to classify by grade (G1, typical carcinoid; G2, atypical carcinoid; G3, large cell neuroendocrine), T category, and nodal status. Overall survival according to individual grade and an integrated grade-specific staging was compared by Kaplan-Meier analysis. RESULTS Overall 7524 G1, 1211 G2, and 3680 G3 tumors were analyzed with no differences between sets. Each grade was separately classified by the AJCC TNM system with poor separation of the curves and clustered survival. Recursive partitioning identified grade as the most significant factor driving overall survival. Subsequent partitions identified nodal status and then T category as additional important factors, consistent with results from the Cox regression analysis (G2 hazard ratio, 3.05 [95% confidence interval, 2.65-3.5]; G3 hazard ratio, 9.03 [95% confidence interval, 8.22-9.92]). When grade was integrated with nodal status and T category to approximate a tumor-specific staging system, distinct overall survival stratification occurred at each proposed stage. CONCLUSIONS Grade was the dominant driver of prognosis in patients with neuroendocrine tumors of the lung. Incorporation of grade with traditional TNM parameters better discriminates between stage categories compared with current AJCC staging. Future staging systems for neuroendocrine tumors of the lung should include histologic grade.
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Affiliation(s)
| | | | - Maria Cattoni
- Center for Thoracic Surgery, Department of Medicine and Surgery, University of Insubria, Varese, Italy
| | - Adam J Bograd
- Division of Thoracic Surgery, Swedish Cancer Institute, Seattle, Washington
| | | | - Ralph W Aye
- Division of Thoracic Surgery, Swedish Cancer Institute, Seattle, Washington
| | - Eric Vallières
- Division of Thoracic Surgery, Swedish Cancer Institute, Seattle, Washington
| | - Brian E Louie
- Division of Thoracic Surgery, Swedish Cancer Institute, Seattle, Washington.
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He Y, Liu H, Wang S, Chen Y. Prognostic nomogram predicts overall survival in pulmonary large cell neuroendocrine carcinoma. PLoS One 2019; 14:e0223275. [PMID: 31560723 PMCID: PMC6764685 DOI: 10.1371/journal.pone.0223275] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Accepted: 09/17/2019] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Large cell neuroendocrine carcinoma (LCNEC) is a rare and typically aggressive malignancy with poor prognosis. This study developed a nomogram model to predict the overall survival (OS) of patients with LCNEC. METHODS LCNEC patients were identified from the Surveillance, Epidemiology, and End Results database between 2004-2014. Univariate and multivariate Cox regression models were used to determine demographic and clinicopathological features associated with OS. A nomogram model was generated to predict OS and its performance was assessed by Harrell's concordance index (C-index), calibration plots, and subgroup analysis by risk scores. RESULTS Of 3048 eligible patients with LCNEC, 2138 were randomly grouped into the training set and 910 into the validation set. Age at diagnosis, gender, tumor stage, N stage, tumor size, and surgery of primary site were independent prognostic factors of OS. C-index values of the nomogram were 0.75 (95% CI, 0.74-0.76) and 0.76 (95% CI, 0.74-0.77) in the training and validation sets, respectively. In both cohorts, the calibration plots showed good concordance between the predicted and observed OS at 3 and 5 years. Kaplan-Meier curves revealed significant differences in OS in patients stratified by nomogram-based risk score, and patients with a higher-than-median risk score had poorer OS. CONCLUSION This is the first nomogram developed and validated in a large population-based cohort for predicting OS in patients with LCNEC, and it shows favorable discrimination and calibration abilities. Use of this proposed nomogram has the potential to improve prediction of survival risk, and lead to individualized clinical decisions for LCNEC.
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Affiliation(s)
- Yanqi He
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
- * E-mail:
| | - Han Liu
- Department of Respiratory Medicine, the First Hospital of Jilin University, Changchun, China
| | - Shuai Wang
- Department of Vascular Surgery, the First Hospital of Jilin University, Changchun, China
| | - Yu Chen
- Department of Cardiology, Hospital of The University of Electronic Science and Technology of China and Sichuan Provincial People's Hospital, Chengdu, China
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The Role of Histologic Grading and Ki-67 Index in Predicting Outcomes in Pulmonary Carcinoid Tumors. Am J Surg Pathol 2019; 44:224-231. [DOI: 10.1097/pas.0000000000001358] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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19
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Cattoni M, Vallières E, Brown LM, Sarkeshik AA, Margaritora S, Siciliani A, Filosso PL, Guerrera F, Imperatori A, Rotolo N, Farjah F, Wandell G, Costas K, Mann C, Hubka M, Kaplan S, Farivar AS, Aye RW, Louie BE. Sublobar Resection in the Treatment of Peripheral Typical Carcinoid Tumors of the Lung. Ann Thorac Surg 2019; 108:859-865. [DOI: 10.1016/j.athoracsur.2019.04.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 02/17/2019] [Accepted: 04/01/2019] [Indexed: 10/26/2022]
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20
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The Prognostic Significance of the 8th Edition TNM Staging of Pulmonary Carcinoid Tumors. Am J Surg Pathol 2019; 43:1291-1296. [DOI: 10.1097/pas.0000000000001268] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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21
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Reuling EMBP, Dickhoff C, Plaisier PW, Bonjer HJ, Daniels JMA. Endobronchial and surgical treatment of pulmonary carcinoid tumors: A systematic literature review. Lung Cancer 2019; 134:85-95. [PMID: 31320001 DOI: 10.1016/j.lungcan.2019.04.016] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 03/31/2019] [Accepted: 04/08/2019] [Indexed: 12/26/2022]
Abstract
The treatment of pulmonary carcinoid has changed over the last decades. Although surgical resection is still the gold standard, minimally invasive endobronchial procedures have emerged as a parenchyma sparing alternative for tumors located in the central airways. This review was performed to identify the optimal treatment strategy for pulmonary carcinoid, with a particular focus on the feasibility and outcome of parenchyma sparing techniques versus surgical resection. A systematic review of the literature was carried out using MEDLINE, Embase and the Cochrane databases, based on the Preferred Reporting Items for Systematic Reviews and Meta-Analysis statement. Two separate searches of publications in endobronchial and surgical treatment in patients with pulmonary carcinoid, were performed. Outcomes were overall survival, disease free survival, recurrence rate, complications, quality of life, and healthcare costs. Combining the two main searches for endobronchial therapy and surgical therapy yielded 3111 records. Finally, 43 studies concerning surgical treatment and 9 studies related to endobronchial treatment for pulmonary carcinoid were included. Assessment of included studies showed that lymph node involvement, histological grade, tumor location and tumor diameter were identified as poor prognostic factors and seem to be important for patients with pulmonary carcinoid. For patients with a more favorable prognosis, tumor location and tumor diameter are important factors that can help decide on the optimal treatment strategy. Centrally located small intraluminal pulmonary carcinoids, without signs of metastasis can be treated with minimally invasive alternatives such as endobronchial treatment or parenchyma sparing surgical resection. Patients with parenchyma sparing resections should be followed with long term follow up to exclude recurrence of disease. In a multidisciplinary setting, it should be determined whether individual patients are eligible for parenchyma sparing procedures or anatomical resection. Overall evidence is of low quality and future studies should focus on prospective trials in the treatment of pulmonary carcinoid.
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Affiliation(s)
- E M B P Reuling
- Department of Surgery, Cancer Center Amsterdam, Amsterdam University Medical Center, De Boelelaan, 1117, 1081 HV, Amsterdam, the Netherlands; Department of Surgery, Albert Schweitzer Hospital, Albert Schweitzerplaats 25, 3318 AT Dordrecht, the Netherlands.
| | - C Dickhoff
- Department of Surgery, Cancer Center Amsterdam, Amsterdam University Medical Center, De Boelelaan, 1117, 1081 HV, Amsterdam, the Netherlands; Department of Cardiothoracic Surgery, Cancer Center Amsterdam, Amsterdam University Medical Center, De Boelelaan, 1117, 1081 HV, Amsterdam, the Netherlands
| | - P W Plaisier
- Department of Surgery, Albert Schweitzer Hospital, Albert Schweitzerplaats 25, 3318 AT Dordrecht, the Netherlands
| | - H J Bonjer
- Department of Surgery, Cancer Center Amsterdam, Amsterdam University Medical Center, De Boelelaan, 1117, 1081 HV, Amsterdam, the Netherlands
| | - J M A Daniels
- Department of Pulmonary Diseases, Cancer Center Amsterdam, Amsterdam University Medical Center, De Boelelaan, 1117, 1081 HV, Amsterdam, the Netherlands
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Lanuti M. Risk stratification for distant recurrence of resected early stage non-small cell lung cancer is under construction. J Thorac Cardiovasc Surg 2018; 155:1225-1226. [PMID: 29305028 DOI: 10.1016/j.jtcvs.2017.10.063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Accepted: 10/24/2017] [Indexed: 10/18/2022]
Affiliation(s)
- Michael Lanuti
- Division of Thoracic Surgery, Massachusetts General Hospital, Boston, Mass.
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Lee MC, Aly RG, Adusumilli PS. New staging system for pulmonary neuroendocrine tumors: A clinical and pathologic necessity. J Thorac Cardiovasc Surg 2018; 155:367-368. [DOI: 10.1016/j.jtcvs.2017.09.068] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Accepted: 09/15/2017] [Indexed: 11/29/2022]
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Broderick SR. Neuroendocrine tumors of the lung: Has the stage been set? J Thorac Cardiovasc Surg 2018; 155:414-415. [DOI: 10.1016/j.jtcvs.2017.09.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Accepted: 09/08/2017] [Indexed: 10/18/2022]
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