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Aksoy YA, Xu B, Viswanathan K, Ahadi MS, Al Ghuzlan A, Alzumaili B, Bani MA, Barletta JA, Chau N, Chou A, Clarkson A, Clifton-Bligh RJ, De Leo A, Dogan S, Ganly I, Ghossein R, Gild ML, Glover AR, Hadoux J, Lamartina L, Lubin DJ, Magliocca K, Najdawi F, Nigam A, Papachristos A, Repaci A, Robinson BG, Sheen A, Shi Q, Sidhu SB, Sioson L, Solaroli E, Sywak MS, Tallini G, Tsang V, Turchini J, Untch BR, Gill AJ, Fuchs TL. Novel prognostic nomogram for predicting recurrence-free survival in medullary thyroid carcinoma. Histopathology 2024; 84:947-959. [PMID: 38253940 DOI: 10.1111/his.15141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 12/18/2023] [Accepted: 01/02/2024] [Indexed: 01/24/2024]
Abstract
AIMS Recently, there have been attempts to improve prognostication and therefore better guide treatment for patients with medullary thyroid carcinoma (MTC). In 2022, the International MTC Grading System (IMTCGS) was developed and validated using a multi-institutional cohort of 327 patients. The aim of the current study was to build upon the findings of the IMTCGS to develop and validate a prognostic nomogram to predict recurrence-free survival (RFS) in MTC. METHODS AND RESULTS Data from 300 patients with MTC from five centres across the USA, Europe, and Australia were used to develop a prognostic nomogram that included the following variables: age, sex, AJCC stage, tumour size, mitotic count, necrosis, Ki67 index, lymphovascular invasion, microscopic extrathyroidal extension, and margin status. A process of 10-fold cross-validation was used to optimize the model's performance. To assess discrimination and calibration, the area-under-the-curve (AUC) of a receiver operating characteristic (ROC) curve, concordance-index (C-index), and dissimilarity index (D-index) were calculated. Finally, the model was externally validated using a separate cohort of 87 MTC patients. The model demonstrated very strong performance, with an AUC of 0.94, a C-index of 0.876, and a D-index of 19.06. When applied to the external validation cohort, the model had an AUC of 0.9. CONCLUSIONS Using well-established clinicopathological prognostic variables, we developed and externally validated a robust multivariate prediction model for RFS in patients with resected MTC. The model demonstrates excellent predictive capability and may help guide decisions on patient management. The nomogram is freely available online at https://nomograms.shinyapps.io/MTC_ML_DFS/.
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Affiliation(s)
- Yagiz A Aksoy
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
- NSW Health Pathology, Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, NSW, Australia
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Bin Xu
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kartik Viswanathan
- Department of Pathology, Emory University Hospital Midtown, Atlanta, GA, USA
| | - Mahsa S Ahadi
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
- NSW Health Pathology, Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, NSW, Australia
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Abir Al Ghuzlan
- Medical Pathology and Biology Department, Gustave Roussy Campus Cancer, Villejuif, France
| | - Bayan Alzumaili
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Mohamed-Amine Bani
- Medical Pathology and Biology Department, Gustave Roussy Campus Cancer, Villejuif, France
| | - Justine A Barletta
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Nicole Chau
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Angela Chou
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
- NSW Health Pathology, Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, NSW, Australia
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Adele Clarkson
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
- NSW Health Pathology, Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Roderick J Clifton-Bligh
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
- University of Sydney Endocrine Surgery Unit, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Antonio De Leo
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna Medical Center, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Snjezana Dogan
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ian Ganly
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ronald Ghossein
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Matti L Gild
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
- Department of Endocrinology, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Anthony R Glover
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
- University of Sydney Endocrine Surgery Unit, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Julien Hadoux
- Endocrine Oncology, Gustave Roussy Campus Cancer, Villejuif, France
| | - Livia Lamartina
- Endocrine Oncology, Gustave Roussy Campus Cancer, Villejuif, France
| | - Daniel J Lubin
- Department of Pathology, Emory University Hospital Midtown, Atlanta, GA, USA
| | - Kelly Magliocca
- Department of Pathology, Emory University Hospital Midtown, Atlanta, GA, USA
| | - Fedaa Najdawi
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Aradhya Nigam
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Alex Papachristos
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
- University of Sydney Endocrine Surgery Unit, Royal North Shore Hospital, St Leonards, NSW, Australia
- Department of Endocrinology, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Andrea Repaci
- Division of Endocrinology and Diabetes Prevention and Care, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Bruce G Robinson
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
- University of Sydney Endocrine Surgery Unit, Royal North Shore Hospital, St Leonards, NSW, Australia
- Department of Endocrinology, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Amy Sheen
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
- NSW Health Pathology, Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Qiuying Shi
- Department of Pathology, Emory University Hospital Midtown, Atlanta, GA, USA
| | - Stan B Sidhu
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
- University of Sydney Endocrine Surgery Unit, Royal North Shore Hospital, St Leonards, NSW, Australia
- Department of Endocrinology, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Loretta Sioson
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
- NSW Health Pathology, Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Erica Solaroli
- Endocrinology Unit, Azienda USL di Bologna, Bologna, Italy
| | - Mark S Sywak
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
- University of Sydney Endocrine Surgery Unit, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Giovanni Tallini
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna Medical Center, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Venessa Tsang
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
- Department of Endocrinology, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - John Turchini
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
- Douglass Hanly Moir Pathology, Macquarie Park, New South Wales, Australia
| | - Brian R Untch
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anthony J Gill
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
- NSW Health Pathology, Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, NSW, Australia
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Talia L Fuchs
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
- Douglass Hanly Moir Pathology, Macquarie Park, New South Wales, Australia
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Xu B, Viswanathan K, Ahadi MS, Ahmadi S, Alzumaili B, Bani MA, Baudin E, Behrman DB, Capelletti M, Chau NG, Chiarucci F, Chou A, Clifton-Bligh R, Coluccelli S, de Biase D, De Leo A, Dogan S, Fagin JA, Fuchs TL, Glover AR, Hadoux J, Lacroix L, Lamartina L, Lubin DJ, Luxford C, Magliocca K, Maloberti T, Mohanty AS, Najdawi F, Nigam A, Papachristos AJ, Repaci A, Robinson B, Scoazec JY, Shi Q, Sidhu S, Solaroli E, Sywak M, Tuttle RM, Untch B, Barletta JA, Al Ghuzlan A, Gill AJ, Ghossein R, Tallini G, Ganly I. Association of the Genomic Profile of Medullary Thyroid Carcinoma with Tumor Characteristics and Clinical Outcomes in an International Multicenter Study. Thyroid 2024; 34:167-176. [PMID: 37842841 PMCID: PMC10884546 DOI: 10.1089/thy.2023.0279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2023]
Abstract
Purpose: The prognostic importance of RET and RAS mutations and their relationship to clinicopathologic parameters and outcomes in medullary thyroid carcinoma (MTC) need to be clarified. Experimental Design: A multicenter retrospective cohort study was performed utilizing data from 290 patients with MTC. The molecular profile was determined and associations were examined with clinicopathologic data and outcomes. Results: RET germ line mutations were detected in 40 patients (16.3%). Somatic RET and RAS mutations occurred in 135 (46.9%) and 57 (19.8%) patients, respectively. RETM918T was the most common somatic RET mutation (n = 75). RET somatic mutations were associated with male sex, larger tumor size, advanced American Joint Committee Cancer (AJCC) stage, vascular invasion, and high International Medullary Thyroid Carcinoma Grading System (IMTCGS) grade. When compared with other RET somatic mutations, RETM918T was associated with younger age, AJCC (eighth edition) IV, vascular invasion, extrathyroidal extension, and positive margins. RET somatic or germ line mutations were significantly associated with reduced distant metastasis-free survival on univariate analysis, but there were no significant independent associations on multivariable analysis, after adjusting for tumor grade and stage. There were no significant differences in outcomes between RET somatic and RET germ line mutations, or between RETM918T and other RET mutations. Other recurrent molecular alterations included TP53 (4.2%), ARID2 (2.9%), SETD2 (2.9%), KMT2A (2.9%), and KMT2C (2.9%). Among them, TP53 mutations were associated with decreased overall survival (OS) and disease-specific survival (DSS), independently of tumor grade and AJCC stage. Conclusions: RET somatic mutations were associated with high-grade, aggressive primary tumor characteristics, and decreased distant metastatic-free survival but this relationship was not significant after accounting for tumor grade and disease stage. RETM918T was associated with aggressive primary tumors but was not independently associated with clinical outcomes. TP53 mutation may represent an adverse molecular event associated with decreased OS and DSS in MTC, but its prognostic value needs to be confirmed in future studies.
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Affiliation(s)
- Bin Xu
- Department of Pathology and Laboratory Medicine; New York, New York, USA
| | - Kartik Viswanathan
- Department of Pathology, Emory University Hospital Midtown, Atlanta, Georgia, USA
| | - Mahsa S Ahadi
- Royal North Shore Hospital and Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research; Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
- NSW Health Pathology, Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - Sara Ahmadi
- Division of Endocrinology and Metabolism, Department of Medicine; Boston, Harvard Medical School, Boston, Massachusetts, USA
| | - Bayan Alzumaili
- Department of Pathology and Laboratory Medicine; New York, New York, USA
| | - Mohamed-Amine Bani
- Medical Pathology and Biology Department; Service d'oncologie endocrinienne; Gustave Roussy Campus Cancer, Villejuif, France
| | - Eric Baudin
- Département d'imagerie, Service d'oncologie endocrinienne; Gustave Roussy Campus Cancer, Villejuif, France
| | - David Blake Behrman
- Department of Pathology, Emory University Hospital Midtown, Atlanta, Georgia, USA
| | - Marzia Capelletti
- Department of Pathology; Brigham and Women's Hospital, Boston, Harvard Medical School, Boston, Massachusetts, USA
| | - Nicole G Chau
- Department of Pathology; Brigham and Women's Hospital, Boston, Harvard Medical School, Boston, Massachusetts, USA
| | - Federico Chiarucci
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna Medical Center; Bologna, Italy
| | - Angela Chou
- Royal North Shore Hospital and Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research; Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
- NSW Health Pathology, Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - Roderick Clifton-Bligh
- Royal North Shore Hospital and Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research; Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
- NSW Health Pathology, Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - Sara Coluccelli
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna Medical Center; Bologna, Italy
| | - Dario de Biase
- Department of Pharmacy and Biotechnology; Bologna, Italy
| | - Antonio De Leo
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna Medical Center; Bologna, Italy
| | - Snjezana Dogan
- Department of Pathology and Laboratory Medicine; New York, New York, USA
| | - James A Fagin
- Division of Specialized Medicine; New York, New York, USA
| | - Talia L Fuchs
- Royal North Shore Hospital and Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research; Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
- NSW Health Pathology, Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - Anthony Robert Glover
- Royal North Shore Hospital and Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Julien Hadoux
- Département d'imagerie, Service d'oncologie endocrinienne; Gustave Roussy Campus Cancer, Villejuif, France
| | - Ludovic Lacroix
- Medical Pathology and Biology Department; Service d'oncologie endocrinienne; Gustave Roussy Campus Cancer, Villejuif, France
| | - Livia Lamartina
- Département d'imagerie, Service d'oncologie endocrinienne; Gustave Roussy Campus Cancer, Villejuif, France
| | - Daniel J Lubin
- Department of Pathology, Emory University Hospital Midtown, Atlanta, Georgia, USA
| | - Catherine Luxford
- Royal North Shore Hospital and Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research; Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
- NSW Health Pathology, Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - Kelly Magliocca
- Department of Pathology, Emory University Hospital Midtown, Atlanta, Georgia, USA
| | - Thais Maloberti
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna Medical Center; Bologna, Italy
| | - Abhinita S Mohanty
- Department of Pathology and Laboratory Medicine; New York, New York, USA
| | - Fedaa Najdawi
- Department of Pathology; Brigham and Women's Hospital, Boston, Harvard Medical School, Boston, Massachusetts, USA
| | - Aradhya Nigam
- Department of Surgery; Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Alexander James Papachristos
- Royal North Shore Hospital and Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research; Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
- NSW Health Pathology, Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - Andrea Repaci
- Division of Endocrinology and Diabetes Prevention and Care; IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Bruce Robinson
- Royal North Shore Hospital and Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research; Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
- NSW Health Pathology, Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - Jean-Yves Scoazec
- Medical Pathology and Biology Department; Service d'oncologie endocrinienne; Gustave Roussy Campus Cancer, Villejuif, France
| | - Qiuying Shi
- Department of Pathology, Emory University Hospital Midtown, Atlanta, Georgia, USA
| | - Stan Sidhu
- Royal North Shore Hospital and Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research; Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
- NSW Health Pathology, Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - Erica Solaroli
- Endocrinology Unit, Azienda USL di Bologna, Bologna, Italy
| | - Mark Sywak
- Royal North Shore Hospital and Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research; Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
- NSW Health Pathology, Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | | | - Brian Untch
- Department of Surgery; Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Justine A Barletta
- Department of Pathology; Brigham and Women's Hospital, Boston, Harvard Medical School, Boston, Massachusetts, USA
| | - Abir Al Ghuzlan
- Medical Pathology and Biology Department; Service d'oncologie endocrinienne; Gustave Roussy Campus Cancer, Villejuif, France
| | - Anthony J Gill
- Royal North Shore Hospital and Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research; Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
- NSW Health Pathology, Department of Anatomical Pathology; Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - Ronald Ghossein
- Department of Pathology and Laboratory Medicine; New York, New York, USA
| | - Giovanni Tallini
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna Medical Center; Bologna, Italy
| | - Ian Ganly
- Department of Surgery; Memorial Sloan Kettering Cancer Center, New York, New York, USA
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