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Gehrmann J, Soenarto DJ, Hidayat K, Beyer M, Quakulinski L, Alkarkoukly S, Berressem S, Gundert A, Butler M, Grönke A, Lennartz S, Persigehl T, Zander T, Beyan O. Seeing the primary tumor because of all the trees: Cancer type prediction on low-dimensional data. Front Med (Lausanne) 2024; 11:1396459. [PMID: 39257886 PMCID: PMC11385615 DOI: 10.3389/fmed.2024.1396459] [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: 03/05/2024] [Accepted: 08/06/2024] [Indexed: 09/12/2024] Open
Abstract
The Cancer of Unknown Primary (CUP) syndrome is characterized by identifiable metastases while the primary tumor remains hidden. In recent years, various data-driven approaches have been suggested to predict the location of the primary tumor (LOP) in CUP patients promising improved diagnosis and outcome. These LOP prediction approaches use high-dimensional input data like images or genetic data. However, leveraging such data is challenging, resource-intensive and therefore a potential translational barrier. Instead of using high-dimensional data, we analyzed the LOP prediction performance of low-dimensional data from routine medical care. With our findings, we show that such low-dimensional routine clinical information suffices as input data for tree-based LOP prediction models. The best model reached a mean Accuracy of 94% and a mean Matthews correlation coefficient (MCC) score of 0.92 in 10-fold nested cross-validation (NCV) when distinguishing four types of cancer. When considering eight types of cancer, this model achieved a mean Accuracy of 85% and a mean MCC score of 0.81. This is comparable to the performance achieved by approaches using high-dimensional input data. Additionally, the distribution pattern of metastases appears to be important information in predicting the LOP.
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Affiliation(s)
- Julia Gehrmann
- Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Devina Johanna Soenarto
- Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Kevin Hidayat
- Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Maria Beyer
- Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Lars Quakulinski
- Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Samer Alkarkoukly
- Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Medical Data Integration Center (MeDIC), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Scarlett Berressem
- Department of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany
| | - Anna Gundert
- Department of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany
| | - Michael Butler
- Department of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany
| | - Ana Grönke
- Medical Data Integration Center (MeDIC), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Simon Lennartz
- Institute for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Thorsten Persigehl
- Institute for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Thomas Zander
- Department of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany
| | - Oya Beyan
- Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Medical Data Integration Center (MeDIC), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Department of Data Science and Artificial Intelligence, Fraunhofer FIT, Sankt Augustin, Germany
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Poalelungi DG, Neagu AI, Fulga A, Neagu M, Tutunaru D, Nechita A, Fulga I. Revolutionizing Pathology with Artificial Intelligence: Innovations in Immunohistochemistry. J Pers Med 2024; 14:693. [PMID: 39063947 PMCID: PMC11278211 DOI: 10.3390/jpm14070693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 06/25/2024] [Accepted: 06/26/2024] [Indexed: 07/28/2024] Open
Abstract
Artificial intelligence (AI) is a reality of our times, and it has been successfully implemented in all fields, including medicine. As a relatively new domain, all efforts are directed towards creating algorithms applicable in most medical specialties. Pathology, as one of the most important areas of interest for precision medicine, has received significant attention in the development and implementation of AI algorithms. This focus is especially important for achieving accurate diagnoses. Moreover, immunohistochemistry (IHC) serves as a complementary diagnostic tool in pathology. It can be further augmented through the application of deep learning (DL) and machine learning (ML) algorithms for assessing and analyzing immunohistochemical markers. Such advancements can aid in delineating targeted therapeutic approaches and prognostic stratification. This article explores the applications and integration of various AI software programs and platforms used in immunohistochemical analysis. It concludes by highlighting the application of these technologies to pathologies such as breast, prostate, lung, melanocytic proliferations, and hematologic conditions. Additionally, it underscores the necessity for further innovative diagnostic algorithms to assist physicians in the diagnostic process.
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Affiliation(s)
- Diana Gina Poalelungi
- Faculty of Medicine and Pharmacy, Dunarea de Jos University of Galati, 35 AI Cuza St., 800010 Galati, Romania; (D.G.P.); (M.N.); (D.T.); (A.N.); (I.F.)
- Saint Apostle Andrew Emergency County Clinical Hospital, 177 Brailei St., 800578 Galati, Romania
| | - Anca Iulia Neagu
- Faculty of Medicine and Pharmacy, Dunarea de Jos University of Galati, 35 AI Cuza St., 800010 Galati, Romania; (D.G.P.); (M.N.); (D.T.); (A.N.); (I.F.)
- Saint John Clinical Emergency Hospital for Children, 800487 Galati, Romania
| | - Ana Fulga
- Faculty of Medicine and Pharmacy, Dunarea de Jos University of Galati, 35 AI Cuza St., 800010 Galati, Romania; (D.G.P.); (M.N.); (D.T.); (A.N.); (I.F.)
- Saint Apostle Andrew Emergency County Clinical Hospital, 177 Brailei St., 800578 Galati, Romania
| | - Marius Neagu
- Faculty of Medicine and Pharmacy, Dunarea de Jos University of Galati, 35 AI Cuza St., 800010 Galati, Romania; (D.G.P.); (M.N.); (D.T.); (A.N.); (I.F.)
- Saint Apostle Andrew Emergency County Clinical Hospital, 177 Brailei St., 800578 Galati, Romania
| | - Dana Tutunaru
- Faculty of Medicine and Pharmacy, Dunarea de Jos University of Galati, 35 AI Cuza St., 800010 Galati, Romania; (D.G.P.); (M.N.); (D.T.); (A.N.); (I.F.)
- Saint Apostle Andrew Emergency County Clinical Hospital, 177 Brailei St., 800578 Galati, Romania
| | - Aurel Nechita
- Faculty of Medicine and Pharmacy, Dunarea de Jos University of Galati, 35 AI Cuza St., 800010 Galati, Romania; (D.G.P.); (M.N.); (D.T.); (A.N.); (I.F.)
- Saint John Clinical Emergency Hospital for Children, 800487 Galati, Romania
| | - Iuliu Fulga
- Faculty of Medicine and Pharmacy, Dunarea de Jos University of Galati, 35 AI Cuza St., 800010 Galati, Romania; (D.G.P.); (M.N.); (D.T.); (A.N.); (I.F.)
- Saint Apostle Andrew Emergency County Clinical Hospital, 177 Brailei St., 800578 Galati, Romania
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3
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Conway AM, Pearce SP, Clipson A, Hill SM, Chemi F, Slane-Tan D, Ferdous S, Hossain ASMM, Kamieniecka K, White DJ, Mitchell C, Kerr A, Krebs MG, Brady G, Dive C, Cook N, Rothwell DG. A cfDNA methylation-based tissue-of-origin classifier for cancers of unknown primary. Nat Commun 2024; 15:3292. [PMID: 38632274 PMCID: PMC11024142 DOI: 10.1038/s41467-024-47195-7] [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: 10/12/2023] [Accepted: 03/18/2024] [Indexed: 04/19/2024] Open
Abstract
Cancers of Unknown Primary (CUP) remains a diagnostic and therapeutic challenge due to biological heterogeneity and poor responses to standard chemotherapy. Predicting tissue-of-origin (TOO) molecularly could help refine this diagnosis, with tissue acquisition barriers mitigated via liquid biopsies. However, TOO liquid biopsies are unexplored in CUP cohorts. Here we describe CUPiD, a machine learning classifier for accurate TOO predictions across 29 tumour classes using circulating cell-free DNA (cfDNA) methylation patterns. We tested CUPiD on 143 cfDNA samples from patients with 13 cancer types alongside 27 non-cancer controls, with overall sensitivity of 84.6% and TOO accuracy of 96.8%. In an additional cohort of 41 patients with CUP CUPiD predictions were made in 32/41 (78.0%) cases, with 88.5% of the predictions clinically consistent with a subsequent or suspected primary tumour diagnosis, when available (23/26 patients). Combining CUPiD with cfDNA mutation data demonstrated potential diagnosis re-classification and/or treatment change in this hard-to-treat cancer group.
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Affiliation(s)
- Alicia-Marie Conway
- Nucleic Acid Biomarker Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester and The Christie NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Simon P Pearce
- Bioinformatics and Biostatistics Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK
| | - Alexandra Clipson
- Nucleic Acid Biomarker Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK
| | - Steven M Hill
- Bioinformatics and Biostatistics Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK
| | - Francesca Chemi
- Nucleic Acid Biomarker Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK
| | - Dan Slane-Tan
- Nucleic Acid Biomarker Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK
| | - Saba Ferdous
- Bioinformatics and Biostatistics Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK
| | - A S Md Mukarram Hossain
- Bioinformatics and Biostatistics Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK
| | - Katarzyna Kamieniecka
- Bioinformatics and Biostatistics Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK
| | - Daniel J White
- Nucleic Acid Biomarker Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK
| | | | - Alastair Kerr
- Bioinformatics and Biostatistics Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK
| | - Matthew G Krebs
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester and The Christie NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Gerard Brady
- Nucleic Acid Biomarker Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK
| | - Caroline Dive
- Nucleic Acid Biomarker Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK.
- Bioinformatics and Biostatistics Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK.
| | - Natalie Cook
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester and The Christie NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.
| | - Dominic G Rothwell
- Nucleic Acid Biomarker Team, Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, UK.
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Boys EL, Gao B, Grimison P, Sutherland S, MacKenzie KL, Reddel RR, Liu J. Retrospective analysis of clinical characteristics and outcomes of patients with carcinoma of unknown primary from three tertiary centers in Australia. Cancer Med 2024; 13:e7052. [PMID: 38523552 PMCID: PMC10961596 DOI: 10.1002/cam4.7052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 02/08/2024] [Accepted: 02/16/2024] [Indexed: 03/26/2024] Open
Abstract
BACKGROUND Carcinoma of unknown primary (CUP) remains an important tumor entity and a disproportionate cause of cancer mortality. Little is known about the contemporary clinical characteristics, treatment patterns, and outcomes of CUP patients based on updated international classification guidelines. We evaluated a contemporary CUP cohort to provide insight into current clinical practice and the impact of tissue of origin assignment, site-specific and empirical therapy in a real-world setting. METHODS We conducted a retrospective cohort study of CUP patients, as defined by the updated European Society of Medical Oncology (ESMO) 2023 guidelines, across three tertiary referral centers in Australia between 2015 and 2022. We analyzed clinical characteristics, treatment patterns, and survival outcomes using the Kaplan-Meier method and Cox regression proportional hazard model between favorable and unfavorable risk groups. RESULTS We identified a total of 123 CUP patients (n = 86 unfavorable, n = 37 favorable risk as per the 2023 ESMO guidelines). Sixty-four patients (52%) were assigned a tissue of origin by the treating clinician. Median progression free survival (PFS) was 6.8 (95% confidence interval (CI) 5.1-12.1) months and overall survival (OS) 10.2 (95% CI 6.0-18.5) months. Unfavorable risk (hazard ratio [HR] 2.9, p = 0.006), poor performance status (HR 2.8, p < 0.001), and non-squamous histology (HR 2.5, p < 0.05) were associated with poor survival outcome. A total of 70 patients (57%) proceeded to systemic therapy. In patients with non-squamous histology and unfavorable risk, site-specific therapy compared to empirical chemotherapy did not improve outcome (median OS 8.2 vs. 11.8 months, p = 0.7). CONCLUSIONS In this real-world cohort, CUP presentations were heterogenous. Overall survival and rates of systemic treatment were poor. Poor performance status and unfavorable risk were associated with worse survival. For most patients, site-specific therapy did not improve survival outcome. Improved and timely access to diagnostic tests and therapeutics for this group of patients is urgently required.
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Affiliation(s)
- Emma L. Boys
- ProCan®, Children's Medical Research InstituteWestmeadNew South WalesAustralia
- Faculty of Medicine and HealthThe University of SydneySydneyNew South WalesAustralia
- Department of Medical OncologyCrown Princess Mary Cancer CentreWestmeadNew South WalesAustralia
- Blacktown Cancer and Haematology Centre, Blacktown HospitalBlacktownNew South WalesAustralia
| | - Bo Gao
- Faculty of Medicine and HealthThe University of SydneySydneyNew South WalesAustralia
- Department of Medical OncologyCrown Princess Mary Cancer CentreWestmeadNew South WalesAustralia
- Blacktown Cancer and Haematology Centre, Blacktown HospitalBlacktownNew South WalesAustralia
| | - Peter Grimison
- Faculty of Medicine and HealthThe University of SydneySydneyNew South WalesAustralia
- Chris O'Brien LifehouseSydneyNew South WalesAustralia
| | - Sarah Sutherland
- Faculty of Medicine and HealthThe University of SydneySydneyNew South WalesAustralia
- Chris O'Brien LifehouseSydneyNew South WalesAustralia
| | - Karen L. MacKenzie
- ProCan®, Children's Medical Research InstituteWestmeadNew South WalesAustralia
- School of Medical Science, Faculty of Medicine and HealthThe University of SydneySydneyNew South WalesAustralia
| | - Roger R. Reddel
- ProCan®, Children's Medical Research InstituteWestmeadNew South WalesAustralia
- Sydney Medical School, Faculty of Medicine and HealthThe University of SydneySydneyNew South WalesAustralia
| | - Jia Liu
- ProCan®, Children's Medical Research InstituteWestmeadNew South WalesAustralia
- The Kinghorn Cancer Centre, St Vincent's HospitalDarlinghurstNew South WalesAustralia
- School of Clinical Medicine, St Vincent's CampusUniversity of New South WalesSydneyNew South WalesAustralia
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5
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Harvey S, Stares M, Scott J, Thottiyil TJV, Conway A, Haigh R, Brown J, Knowles G, Dasgupta S, Shiu K, Mitchell C, Barrie C, Cook N, Clive S. Biomarkers of systemic inflammation provide additional prognostic stratification in cancers of unknown primary. Cancer Med 2024; 13:e6988. [PMID: 38404120 PMCID: PMC10895198 DOI: 10.1002/cam4.6988] [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: 09/18/2023] [Revised: 12/15/2023] [Accepted: 01/22/2024] [Indexed: 02/27/2024] Open
Abstract
BACKGROUND Biomarkers of systemic inflammation have been shown to predict outcomes in patients with cancer of unknown primary (CUP). We sought to validate these findings in patients with confirmed CUP (cCUP) and explore their role alongside existing clinicopathological prognostic categories. PATIENTS AND METHODS CUP oncologist from across the United Kingdom were invited to include patients with cCUP referred to their local CUP multidisciplinary team. Patient demographics, clinical, pathological and outcome data were recorded and analysed. RESULTS Data were available for 548 patients from four CUP services. 23% (n = 124) of patients met clinicopathological criteria for favourable-risk cCUP. On multivariate analysis c-reactive protein (CRP) (p < 0.001) and the Scottish Inflammatory Prognostic Score (SIPS: combining albumin and neutrophil count) (p < 0.001) were independently predictive of survival. CRP and SIPS effectively stratified survival in patients with both favourable-risk and poor-risk cCUP based on clinicopathological features. CONCLUSIONS Biomarkers of systemic inflammation are reliable prognostic factors in patients with cCUP, regardless of clinicopathological subgroup. We recommend that CRP or SIPS are incorporated into routine clinical assessments of patients with cCUP as a tool to aid investigation and/or treatment decision-making across all groups. Established clinicopathological factors can then be used to inform management pathways and specific systemic anticancer therapy selection.
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Affiliation(s)
- Svenja Harvey
- University of Edinburgh, Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, Western General HospitalEdinburghUK
| | - Mark Stares
- University of Edinburgh, Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, Western General HospitalEdinburghUK
- Edinburgh Cancer Centre, NHS LothianWestern General HospitalEdinburghUK
| | - Julie‐Anne Scott
- Experimental Cancer Medicine Team (ECMT)The Christie NHS Foundation TrustManchesterUK
| | | | - Alicia‐Marie Conway
- The University of Manchester, Cancer Research UK Manchester InstituteManchesterUK
- The Christie NHS Foundation TrustManchesterUK
| | - Rachel Haigh
- Edinburgh Cancer Centre, NHS LothianWestern General HospitalEdinburghUK
| | - Jackie Brown
- Edinburgh Cancer Centre, NHS LothianWestern General HospitalEdinburghUK
| | - Gillian Knowles
- Edinburgh Cancer Centre, NHS LothianWestern General HospitalEdinburghUK
| | | | - Kai‐Keen Shiu
- University College London Hospitals NHS Foundation TrustLondonUK
| | | | - Colin Barrie
- Edinburgh Cancer Centre, NHS LothianWestern General HospitalEdinburghUK
| | - Natalie Cook
- Experimental Cancer Medicine Team (ECMT)The Christie NHS Foundation TrustManchesterUK
| | - Sally Clive
- Edinburgh Cancer Centre, NHS LothianWestern General HospitalEdinburghUK
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Kolbinger FR, Bernard V, Lee JJ, Stephens BM, Branchi V, Raghav KPS, Maitra A, Guerrero PA, Semaan A. Significance of Distinct Liquid Biopsy Compartments in Evaluating Somatic Mutations for Targeted Therapy Selection in Cancer of Unknown Primary. J Gastrointest Cancer 2023; 54:1276-1285. [PMID: 36862364 DOI: 10.1007/s12029-023-00922-7] [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] [Accepted: 02/08/2023] [Indexed: 03/03/2023]
Abstract
PURPOSE Cancer of unknown primary (CUP) accounts for 2-5% of all cancer diagnoses, wherein standard investigations fail to reveal the original tumor site. Basket trials allocate targeted therapeutics based on actionable somatic mutations, independent of tumor entity. These trials, however, mostly rely on variants identified in tissue biopsies. Since liquid biopsies (LB) represent the overall tumor genomic landscape, they may provide an ideal diagnostic source in CUP patients. To identify the most informative liquid biopsy compartment, we compared the utility of genomic variant analysis for therapy stratification in two LB compartments (circulating cell-free (cf) and extracellular vesicle (ev) DNA). METHODS CfDNA and evDNA from 23 CUP patients were analyzed using a targeted gene panel covering 151 genes. Identified genetic variants were interpreted regarding diagnostic and therapeutic relevance using the MetaKB knowledgebase. RESULTS LB revealed a total of 22 somatic mutations in evDNA and/or cfDNA in 11/23 patients. Out of the 22 identified somatic variants, 14 are classified as Tier I druggable somatic variants. Comparison of variants identified in evDNA and cfDNA revealed an overlap of 58% of somatic variants in both LB compartments, whereas over 40% of variants were only found in one or the other compartment. CONCLUSION We observed substantial overlap between somatic variants identified in evDNA and cfDNA of CUP patients. Nonetheless, interrogation of both LB compartments can potentially increase the rate of druggable alterations, stressing the significance of liquid biopsies for possible primary-independent basket and umbrella trial inclusion.
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Affiliation(s)
- Fiona R Kolbinger
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vincent Bernard
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jaewon J Lee
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Bret M Stephens
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vittorio Branchi
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kanwal P S Raghav
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anirban Maitra
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Paola A Guerrero
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Alexander Semaan
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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7
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Kurz FT, Delorme S. [Radiological imaging in CUP syndrome]. RADIOLOGIE (HEIDELBERG, GERMANY) 2023; 63:346-353. [PMID: 37186291 DOI: 10.1007/s00117-023-01145-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 03/22/2023] [Indexed: 05/17/2023]
Abstract
PROBLEM If no obvious primary tumour is detectable in metastatic tumours (cancer of unknown primary, CUP), it should nevertheless be identified if possible, as specific therapy achieves better results than empirical, palliative treatment of CUP. METHODOLOGY The new guideline of the European Society of Medical Oncology (ESMO) defines algorithms for the evaluation of CUP, in which radiological and nuclear imaging procedures play a central role. Important clues to a possible primary tumour are the size and morphology of foci and the presence of a dominant lesion, as well as the pattern of hematogeneous metastatic spread in affected organs, and the anatomical distribution of affected lymph nodes. CONCLUSION In patients with metastases, imaging plays an important role in identifying a possible primary tumour, but the diagnosis must be made with knowledge of the clinical and immunohistochemical results. In difficult cases, there should be interdisciplinary consultation between reference oncology, radiology, and pathology on the presence of CUP.
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Affiliation(s)
- Felix T Kurz
- Abt. Radiologie (E010), Deutsches Krebsforschungszentrum (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Deutschland.
| | - Stefan Delorme
- Abt. Radiologie (E010), Deutsches Krebsforschungszentrum (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Deutschland
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8
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Qu LX, Li JM, Zhong XJ, Chen B, Chen YX, Gao JP, Li X. Cancer of unknown primary site in the mandibular region: A case report. Oncol Lett 2023; 25:210. [PMID: 37123027 PMCID: PMC10131278 DOI: 10.3892/ol.2023.13796] [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: 10/05/2022] [Accepted: 01/20/2023] [Indexed: 04/09/2023] Open
Abstract
The diagnosis and treatment of cancer of unknown primary site (CUP) present with difficulties and produce a poor prognosis. The current study presents the case of a patient with CUP in the mandibular region was treated with docetaxel and lobaplatin chemotherapy, and vascular embolization of the tumor. The tumor size was markedly reduced and the patient's quality of life improved following radiotherapy. The present case report is accompanied by a discussion of the literature to contextualize the treatment regimen for patients with CUP. These findings will support current treatment practices, inform oncologists and benefit patients with cancer.
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Affiliation(s)
- Li-Xin Qu
- Fifth Department of Oncology, Jinshazhou Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510168, P.R. China
| | - Jin-Mei Li
- Fifth Department of Oncology, Jinshazhou Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510168, P.R. China
| | - Xiao-Jun Zhong
- Department of Intervention, Guangzhou Fuda Cancer Hospital, Guangzhou, Guangdong 510665, P.R. China
| | - Bo Chen
- Co-operation and Co-construction Support Department, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, Guangdong 510030, P.R. China
| | - Yu-Xu Chen
- Fifth Department of Oncology, Jinshazhou Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510168, P.R. China
| | - Jin-Ping Gao
- International Tumor Medical Center, Jinshazhou Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510168, P.R. China
| | - Xiang Li
- Fifth Department of Oncology, Jinshazhou Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510168, P.R. China
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9
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Conway AM, Morris GC, Smith S, Vekeria M, Manoharan P, Mitchell C, Backen A, Oliveira P, Hubner RA, Lamarca A, McNamara MG, Valle JW, Cook N. Intrahepatic cholangiocarcinoma hidden within cancer of unknown primary. Br J Cancer 2022; 127:531-540. [PMID: 35484217 PMCID: PMC9345855 DOI: 10.1038/s41416-022-01824-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 03/29/2022] [Accepted: 04/06/2022] [Indexed: 11/17/2022] Open
Abstract
Background Many patients referred with a provisional diagnosis of cancer of unknown primary (pCUP) present with presumed metastatic disease to the liver. Due to the lack of definitive histological markers, intrahepatic cholangiocarcinoma (iCCA) may be overlooked. This study assessed the frequency of iCCA within a pCUP cohort. Methods A single UK cancer-center study of sequential patients referred with pCUP from January 2017 to April 2020. Baseline diagnostic imaging was reviewed independently by a radiologist and oncologist; those with radiological features of iCCA (dominant liver lesion, capsular retraction) were identified. Results Of 228 patients referred with pCUP, 72 (32%) had malignancy involving the liver. 24/72 patients had radiological features consistent with iCCA; they were predominantly female (75%) with an average age of 63 years and 63% had an ECOG PS ≤ 2. The median overall survival (OS) of the iCCA group and the remaining liver-involved CUP group were similar (OS 4.1 vs 4.4 months, p-value = 0.805). Patients, where a primary diagnosis was subsequently determined, had better OS (10.2 months, p-values: iCCA = 0.0279: cCUP = 0.0230). Conclusions In this study, 34% of patients with liver-involved pCUP, fulfilled the radiological criteria for an iCCA diagnosis. Consideration of an iCCA diagnosis in patients with CUP could improve timely diagnosis, molecular characterisation and treatment.
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Affiliation(s)
- Alicia-Marie Conway
- Cancer Research UK Manchester Institute Cancer Biomarker Centre, The University of Manchester, Manchester, UK.,Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK
| | - Georgina C Morris
- School of Medical Sciences, University of Manchester, Manchester, UK
| | - Sarah Smith
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK
| | - Monique Vekeria
- Department of Radiology, The Christie NHS Foundation Trust, Manchester, UK
| | - Prakash Manoharan
- Department of Radiology, The Christie NHS Foundation Trust, Manchester, UK
| | - Claire Mitchell
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK
| | - Alison Backen
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK.,Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Pedro Oliveira
- Department of Pathology, The Christie NHS Foundation Trust, Manchester, UK
| | - Richard A Hubner
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK.,Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Angela Lamarca
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK.,Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Mairéad G McNamara
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK.,Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Juan W Valle
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK. .,Division of Cancer Sciences, University of Manchester, Manchester, UK.
| | - Natalie Cook
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK. .,Division of Cancer Sciences, University of Manchester, Manchester, UK.
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10
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Losa F, Fernández I, Etxaniz O, Giménez A, Gomila P, Iglesias L, Longo F, Nogales E, Sánchez A, Soler G. SEOM-GECOD clinical guideline for unknown primary cancer (2021). Clin Transl Oncol 2022; 24:681-692. [PMID: 35320504 PMCID: PMC8986666 DOI: 10.1007/s12094-022-02806-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/09/2022] [Indexed: 11/16/2022]
Abstract
Cancer of unknown primary site (CUP) is defined as a heterogeneous group of tumors that appear as metastases, and of which standard diagnostic work-up fails to identify the origin. It is considered a separate entity with a specific biology, and nowadays molecular characteristics and the determination of actionable mutations may be important in a significant group of patients. In this guide, we summarize the diagnostic, therapeutic, and possible new developments in molecular medicine that may help us in the management of this unique disease entity.
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Affiliation(s)
- Ferrán Losa
- Hospital de Sant Joan Despí Moisés Broggi-ICO Hospitalet, Barcelona, Spain.
| | | | - Olatz Etxaniz
- Hospital Germans Trias I Pujol -ICO Badalona, Barcelona, Spain
| | | | - Paula Gomila
- Hospital Miguel Servet (Zaragoza)/H, de Barbastro, Spain
| | | | - Federico Longo
- Hospital Universitario Ramón y Cajal, IRYCIS, CIBERONC, Madrid, Spain
| | | | - Antonio Sánchez
- Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | - Gemma Soler
- Hospital Durán i Reynals-ICO Hospitalet, Barcelona, Spain
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11
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Pouyiourou M, Wohlfromm T, Kraft B, Hielscher T, Stichel D, von Deimling A, Delorme S, Endris V, Neumann O, Stenzinger A, Krämer A, Bochtler T. Local ablative treatment with surgery and/or radiotherapy in single-site and oligometastatic carcinoma of unknown primary. Eur J Cancer 2021; 157:179-189. [PMID: 34521064 DOI: 10.1016/j.ejca.2021.08.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 08/08/2021] [Accepted: 08/11/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Single-site carcinoma of unknown primary (CUP) is recognised as a distinct favourable subtype in the European Society of Medical Oncology (ESMO) classification. There is broad consensus that these patients are candidates for local ablative treatment strategies with surgery and/or radiotherapy, but data on their outcomes are scarce. PATIENTS AND METHODS In this study, we have addressed the prospects of cure and prognostic factors in a retrospective cohort of 63 patients who were eligible for local treatment at our centre. RESULTS Median event-free (EFS) and overall survival (OS) were 15.6 months and 52.5 months, respectively. Of 61 patients who received local treatment, 20 (32.8%) remained event-free over a median follow-up of 28 months. Baseline clinical parameters including affected organ, number, volume and histology of metastases had no significant impact on prognosis, whereas deleterious TP53 mutations and DNA copy number loss emerged as independent adverse risk factors with respect to EFS. Surgical treatment was associated with improved OS as compared to radiation-based therapy. CONCLUSION Our study advocates to pursue localised treatment with surgery and/or radiotherapy whenever feasible and implies that genetic parameters might additionally determine the clinical course of single-site CUP patients.
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Affiliation(s)
- Maria Pouyiourou
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ), Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany; Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
| | - Timothy Wohlfromm
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ), Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
| | - Bianca Kraft
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ), Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
| | - Thomas Hielscher
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Damian Stichel
- Institute of Neuropathology, University of Heidelberg, Heidelberg, Germany
| | | | - Stefan Delorme
- Division of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Volker Endris
- Institute of Pathology, University of Heidelberg, Heidelberg, Germany
| | - Olaf Neumann
- Institute of Pathology, University of Heidelberg, Heidelberg, Germany
| | | | - Alwin Krämer
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ), Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany; Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
| | - Tilmann Bochtler
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ), Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany; Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany; Department of Medical Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg, Heidelberg, Germany.
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12
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Characterisation and outcomes of patients referred to a regional cancer of unknown primary team: a 10-year analysis. Br J Cancer 2021; 125:1503-1510. [PMID: 34489587 PMCID: PMC8608886 DOI: 10.1038/s41416-021-01544-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 06/24/2021] [Accepted: 08/26/2021] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND In the United Kingdom, national guidance published in 2010 recommended the establishment of specialist teams to improve clinical pathways for patients presenting with malignancies of undefined primary origin (MUO) and cancer of unknown primary (CUP). This study sought to define outcomes of patients referred to a regional MUO/CUP service. METHODS Data were collected prospectively on all patients (n = 1225) referred to a regional CUP team over a 10-year period. Patient demographics, clinical, pathological and outcome data were recorded and analysed. RESULTS Confirmed CUP (cCUP) was diagnosed in 25% of patients. A primary metastatic cancer was identified in 36%, 5% were diagnosed with provisional CUP (pCUP), 27% retained the diagnosis of MUO and in 8% a non-cancer diagnosis was made. Median survival was low in all patients with a final malignant diagnosis: primary identified 9.0 months, cCUP 4.0 months, pCUP 1.5 months and MUO 1.5 months. CONCLUSIONS Patients presenting with MUO have poor outcomes irrespective of the final diagnosis. These patients need a patient-centred, streamlined, rapid diagnostic pathway. There are clear benefits to primary and secondary care teams having access to a dedicated, multidisciplinary MUO/CUP service, with clinical nurse specialists supporting the patients, to help facilitate this pathway and ensure early oncology review.
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13
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Sugimoto A, Nakamura K, Kuwahara K, Matsumoto N, Oki K, Ogawa R. A Case Report of Squamous Cell Carcinoma of Unknown Primary That Metastasized to an Inguinal Lymph Node. J NIPPON MED SCH 2021; 89:454-459. [PMID: 33867427 DOI: 10.1272/jnms.jnms.2022_89-206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The term carcinoma of unknown primary (CUP) refers to a malignant tumor whose histology suggests strongly that it is a metastasis, yet the primary lesion is unknown despite sufficient whole body evaluation at the time of examination. CUP has similar incidences in men and women and the average age at diagnosis is 60 years. While its overall incidence varies depending on the report, it generally accounts for 1-5% of all cancers. Thus, it is rare. We encountered a case of squamous cell carcinoma of the inguinal region that seemed to be a metastasis and for which we could not find the primary lesion. This case is reported here along with a literature review on CUP to increase awareness of this rare lesion.
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Affiliation(s)
- Atsuko Sugimoto
- Department of Plastic and Reconstructive Surgery, Nippon Medical School Hospital
| | - Kanae Nakamura
- Department of Plastic and Reconstructive Surgery, Nippon Medical School Hospital
| | - Kousuke Kuwahara
- Department of Plastic and Reconstructive Surgery, Nippon Medical School Hospital
| | - Noriko Matsumoto
- Department of Plastic and Reconstructive Surgery, Nippon Medical School Hospital
| | - Kotoho Oki
- Department of Plastic and Reconstructive Surgery, Nippon Medical School Hospital.,Hakujikai Memorial General Hospital
| | - Rei Ogawa
- Department of Plastic and Reconstructive Surgery, Nippon Medical School Hospital
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14
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Emerging noninvasive methylation biomarkers of cancer prognosis and drug response prediction. Semin Cancer Biol 2021; 83:584-595. [PMID: 33757849 DOI: 10.1016/j.semcancer.2021.03.012] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 02/15/2021] [Accepted: 03/16/2021] [Indexed: 12/27/2022]
Abstract
Cancer is the second leading cause of death worldwide being responsible for 9.6 million deaths in 2018. Epigenetic alterations are key in directing the aberrant expression of tumor-associated genes that drive cellular malignant transformation and cancer progression. Among epigenetic alterations, DNA methylation is the most deeply studied one in relation to environmental exposure. Tissue biopsies have traditionally been the main procedure by which a small sample of body tissue is excised to confirm cancer diagnosis or to indicate the primary site when cancer has spread. In contrast, the analysis of circulating tumor-derived material, or tumor circulome, by means of liquid biopsy of peripheral blood, urine, saliva or sputum is a noninvasive, fast and reproducible alternative to tissue biopsy. Recently, the assessment of epigenetic alterations such as DNA methylation and hydroxymethylation in circulating free DNA has been proved possible. These marks can be associated to prognosis and response to a variety of treatments including chemotherapy, hormonotherapy or immunotherapy. Epigenetic biomarkers may offer some advantages over RNA or genetic biomarkers given their stability in bodily fluids and their high tissue-specificity. While many challenges are still ahead, the unique advantages of these types of biomarkers is urging the scientific community to persevere in their clinical validation and integration into reliable prediction models. This review aims at recapitulating the emerging noninvasive DNA methylated biomarkers of importance for prediction of prognosis and drug response in cancer.
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15
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Laprovitera N, Riefolo M, Ambrosini E, Klec C, Pichler M, Ferracin M. Cancer of Unknown Primary: Challenges and Progress in Clinical Management. Cancers (Basel) 2021; 13:451. [PMID: 33504059 PMCID: PMC7866161 DOI: 10.3390/cancers13030451] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 11/30/2020] [Accepted: 01/19/2021] [Indexed: 12/11/2022] Open
Abstract
Distant metastases are the main cause of cancer-related deaths in patients with advanced tumors. A standard diagnostic workup usually contains the identification of the tissue-of-origin of metastatic tumors, although under certain circumstances, it remains elusive. This disease setting is defined as cancer of unknown primary (CUP). Accounting for approximately 3-5% of all cancer diagnoses, CUPs are characterized by an aggressive clinical behavior and represent a real therapeutic challenge. The lack of determination of a tissue of origin precludes CUP patients from specific evidence-based therapeutic options or access to clinical trial, which significantly impacts their life expectancy. In the era of precision medicine, it is essential to characterize CUP molecular features, including the expression profile of non-coding RNAs, to improve our understanding of CUP biology and identify novel therapeutic strategies. This review article sheds light on this enigmatic disease by summarizing the current knowledge on CUPs focusing on recent discoveries and emerging diagnostic strategies.
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Affiliation(s)
- Noemi Laprovitera
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40126 Bologna, Italy; (N.L.); (M.R.); (E.A.)
- Department of Life Sciences and Biotechnologies, University of Ferrara, 44121 Ferrara, Italy
| | - Mattia Riefolo
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40126 Bologna, Italy; (N.L.); (M.R.); (E.A.)
| | - Elisa Ambrosini
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40126 Bologna, Italy; (N.L.); (M.R.); (E.A.)
| | - Christiane Klec
- Division of Oncology, Medical University of Graz, 8036 Graz, Austria; (C.K.); (M.P.)
| | - Martin Pichler
- Division of Oncology, Medical University of Graz, 8036 Graz, Austria; (C.K.); (M.P.)
| | - Manuela Ferracin
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40126 Bologna, Italy; (N.L.); (M.R.); (E.A.)
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16
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Issın G, Kucukodacı Z, Yılmaz I, Erkul E, Tural E, Demirel D, Gungor A, Yıldırım S. Evaluation of the mir-126, mir-182, and mir-486-5p Expression Signature of Head and Neck Squamous Cell Carcinomas and Lung Squamous Cell Carcinomas. Turk Patoloji Derg 2021; 37:106-114. [PMID: 33973644 PMCID: PMC10512682 DOI: 10.5146/tjpath.2021.01528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 03/14/2021] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE Although squamous cell carcinomas (SCCs) originating from different anatomic localizations display a similar histological appearance under light microscopy, they may differ in terms of epigenetic and genetic features. The aim of this study was to analyze mir-126, mir-182, and mir-486-5p expression levels in head and neck SCCs and lung SCCs, and to identify localization-specific miRNA expression profiles. MATERIAL AND METHOD The expression levels of mir-126, mir-182, and mir-486-5p were analyzed in lung, oral cavity, laryngeal, and hypopharyngeal SCCs in 40 patients, using quantitative real-time polymerase chain reaction. RESULTS The findings showed that lung, oral cavity, laryngeal, and hypopharyngeal SCCs have distinct mir-126 and mir-486-5p expression profiles. It was also observed that mir-126 and mir-486-5p expression levels were highly specific to the tumor localization. CONCLUSION These findings highlighted that SCCs originating from different anatomic localizations have different miRNA expression profiles. miRNA expression analysis can be used to predict the primary localizations of those SCCs.
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Affiliation(s)
- Gizem Issın
- Department of Pathology, Erzincan Binali Yildirim University, Mengucek Gazi Training and Research Hospital, Erzincan, Turkey
| | - Zafer Kucukodacı
- University of Health Sciences, İstanbul Sultan 2. Abdülhamid Han Training Hospital, Istanbul, Turkey
| | - Ismail Yılmaz
- University of Health Sciences, İstanbul Sultan 2. Abdülhamid Han Training Hospital, Istanbul, Turkey
| | - Evren Erkul
- Department of Otorhinolaryngology, Gulhane Medical School, University of Health Sciences, İstanbul Sultan 2. Abdülhamid Han Training Hospital, Istanbul, Turkey
| | - Ersin Tural
- Department of Pediatrics, University of Health Sciences, İstanbul Sultan 2. Abdülhamid Han Training Hospital, Istanbul, Turkey
| | - Dilaver Demirel
- Department of Pathology, University of Health Sciences, Gaziosmanpasa-Taksim Health Application and Research Center, Istanbul, Turkey
| | - Atila Gungor
- Department of Otorhinolaryngology, Medical Park Goztepe Hospital, Istanbul, Turkey
| | - Sukru Yıldırım
- Department of Pathology, Maltepe University, Faculty of Medicine, Istanbul, Turkey
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17
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Abstract
Cancers of unknown primary (CUPs) are histologically confirmed, metastatic malignancies with a primary tumor site that is unidentifiable on the basis of standard evaluation and imaging studies. CUP comprises 2-5% of all diagnosed cancers worldwide and is characterized by early and aggressive metastasis. Current standard evaluation of CUP requires histopathologic evaluation and identification of favorable risk subtypes that can be more definitively treated or have superior outcomes. Current standard treatment of the unfavorable risk subtype requires assessment of prognosis and consideration of empiric chemotherapy. The use of molecular tissue of origin tests to identify the likely primary tumor site has been extensively studied, and here we review the rationale and the evidence for and against the use of such tests in the assessment of CUPs. The expanding use of next generation sequencing in advanced cancers offers the potential to identify a subgroup of patients who have actionable genomic aberrations and may allow for further personalization of therapy.
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Affiliation(s)
- Michael S Lee
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hanna K Sanoff
- Division of Hematology/Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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18
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Stella GM, Kolling S, Benvenuti S, Bortolotto C. Lung-Seeking Metastases. Cancers (Basel) 2019; 11:E1010. [PMID: 31330946 PMCID: PMC6678078 DOI: 10.3390/cancers11071010] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 07/13/2019] [Accepted: 07/17/2019] [Indexed: 12/23/2022] Open
Abstract
Metastases from different cancer types most often affect the lung parenchyma. Moreover, the lungs are among the most frequent sites of growth of metastatic masses of uncertain/unknown lineage of origin. Thus, with regards to pulmonary neoplastic parenchymal nodules, the critical issue is to determine if they are IN the lung or OF the lung. In this review, we highlight the clinical, instrumental and molecular features which characterize lung metastases, mainly focusing on recently advancing and emerging concepts regarding the metastatic niche, inflammation, angiogenesis, immune modulation and gene expression. A novel issue is related to the analysis of biomechanical forces which cooperate in the expansion of tumor masses in the lungs. We here aim to analyze the biological, genetic and pathological features of metastatic lesions to the lungs, here referred to as site of metastatic growth. This point should be a crucial part of the algorithm for a proper diagnostic and therapeutic approach in the era of personalized medicine.
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Affiliation(s)
- Giulia M Stella
- Department of Medical Sciences and Infectious Diseases, Unit of Respiratory System Diseases, IRCCS Fondazione Policlinico San Matteo, 27100 Pavia, Italy.
| | | | - Silvia Benvenuti
- Department of Molecular Therapeutics and Exploratory Research, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo (TO), Italy
| | - Chandra Bortolotto
- Department of Intensive Medicine, Unit of Radiology, IRCCS Fondazione Policlinico San Matteo, 27100 Pavia, Italy
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19
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Conway AM, Mitchell C, Kilgour E, Brady G, Dive C, Cook N. Molecular characterisation and liquid biomarkers in Carcinoma of Unknown Primary (CUP): taking the 'U' out of 'CUP'. Br J Cancer 2019; 120:141-153. [PMID: 30580378 PMCID: PMC6342985 DOI: 10.1038/s41416-018-0332-2] [Citation(s) in RCA: 67] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Revised: 10/02/2018] [Accepted: 10/04/2018] [Indexed: 02/07/2023] Open
Abstract
Cancers of Unknown Primary (CUP) comprise a heterogeneous clinical entity of confirmed metastatic cancer where the primary site of origin is undetectable. It has a poor prognosis with limited treatment options. CUP is historically under-researched; however, understanding its biology has the potential to not only improve treatment and survival by implementation of biomarkers for patient management, but also to greatly contribute to our understanding of carcinogenesis and metastasis across all cancer types. Here we review the current advances in CUP research and explore the debated hypotheses underlying its biology. The evolution of molecular profiling and tissue-of-origin classifiers have the potential to transform the diagnosis, classification and therapeutic management of patients with CUP but robust evidence to support widespread use is lacking. Precision medicine has transformed treatment strategy in known tumour types; in CUP, however, there remains a clinical need for a better understanding of molecular characteristics to establish the potential role of novel or existing therapeutics. The emergence of liquid biopsies as a source of predictive and prognostic biomarkers within known tumour types is gaining rapid ground and this review explores the potential utility of liquid biopsies in CUP.
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Affiliation(s)
- Alicia-Marie Conway
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK
- The University of Manchester, Oxford Road, Manchester, UK
- Cancer Research UK Manchester Institute, Alderley Park, Alderley Edge, Macclesfield, Cheshire, SK10 4TG, UK
| | - Claire Mitchell
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK
- The University of Manchester, Oxford Road, Manchester, UK
| | - Elaine Kilgour
- The University of Manchester, Oxford Road, Manchester, UK
- Cancer Research UK Manchester Institute, Alderley Park, Alderley Edge, Macclesfield, Cheshire, SK10 4TG, UK
| | - Gerard Brady
- The University of Manchester, Oxford Road, Manchester, UK
- Cancer Research UK Manchester Institute, Alderley Park, Alderley Edge, Macclesfield, Cheshire, SK10 4TG, UK
| | - Caroline Dive
- The University of Manchester, Oxford Road, Manchester, UK
- Cancer Research UK Manchester Institute, Alderley Park, Alderley Edge, Macclesfield, Cheshire, SK10 4TG, UK
| | - Natalie Cook
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK.
- The University of Manchester, Oxford Road, Manchester, UK.
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20
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[2018 Consensus statement by the Spanish Society of Pathology and the Spanish Society of Medical Oncology on the diagnosis and treatment of cancer of unknown primary]. REVISTA ESPAÑOLA DE PATOLOGÍA : PUBLICACIÓN OFICIAL DE LA SOCIEDAD ESPAÑOLA DE ANATOMÍA PATOLÓGICA Y DE LA SOCIEDAD ESPAÑOLA DE CITOLOGÍA 2018; 52:33-44. [PMID: 30583830 DOI: 10.1016/j.patol.2018.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 08/05/2018] [Indexed: 10/28/2022]
Abstract
Cancer of unknown primary is defined as a heterogeneous group of tumours that present with metastasis, and in which attempts to identify the original site have failed. They differ from other primary tumours in their biological features and how they spread, which means they can be considered a separate entity. There are several hypotheses regarding their origin, but the most plausible explanation for their aggressiveness and chemoresistance seems to involve chromosomal instability. Depending on the type of study done, cancer of unknown primary can account for 2-9% of all cancer patients, mostly 60-75 years old. This article reviews the main clinical, pathological and molecular studies conducted to analyse and determine the origin of cancer of unknown primary. The main strategies for patient management and treatment, by both clinicians and pathologists, are also addressed.
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21
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2018 consensus statement by the Spanish Society of Pathology and the Spanish Society of Medical Oncology on the diagnosis and treatment of cancer of unknown primary. Clin Transl Oncol 2018; 20:1361-1372. [PMID: 29808414 PMCID: PMC6182632 DOI: 10.1007/s12094-018-1899-z] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Accepted: 04/23/2018] [Indexed: 01/06/2023]
Abstract
Cancer of unknown primary (CUP) is defined as a heterogeneous group of tumours that present with metastasis, and in which attempts to identify the original site have failed. They differ from other primary tumours in their biological features and how they spread, which means that they can be considered a separate entity. There are several hypotheses regarding their origin, but the most plausible explanation for their aggressiveness and chemoresistance seems to involve chromosomal instability. Depending on the type of study done, CUP can account for 2–9% of all cancer patients, mostly 60–75 years old. This article reviews the main clinical, pathological, and molecular studies conducted to analyse and determine the origin of CUP.
The main strategies for patient management and treatment, by both clinicians and pathologists, are also addressed.
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22
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Löffler H, Pfarr N, Kriegsmann M, Endris V, Hielscher T, Lohneis P, Folprecht G, Stenzinger A, Dietel M, Weichert W, Krämer A. Molecular driver alterations and their clinical relevance in cancer of unknown primary site. Oncotarget 2018; 7:44322-44329. [PMID: 27322425 PMCID: PMC5190099 DOI: 10.18632/oncotarget.10035] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Accepted: 05/29/2016] [Indexed: 12/30/2022] Open
Abstract
Cancer of unknown primary (CUP) is defined as metastatic solid malignancy where no primary tumor is detected despite appropriate staging. About 90% of CUP represent adenocarcinoma or undifferentiated carcinoma. Since therapy regimens are only modestly effective, identification of the molecular landscape of these neoplasms might be a promising approach to direct CUP therapy and aid in tumor classification. We screened a cohort of 128 patients with adenocarcinoma or undifferentiated carcinoma meeting the definition of CUP. Massive parallel multigene sequencing of 50 genes, which had been selected due to their relevance as oncogenic drivers or druggable molecular targets could ultimately be performed on samples from 55 patients for whom complete clinical datasets were also available. Overall, 60 tumor-specific mutations and 29 amplifications/deletions, as revealed by coverage analysis, were detected in 46 cases (84%). The most frequently mutated genes were TP53 (30 cases, 55%), KRAS (9 cases, 16%), CDKN2A (5 cases, 9%), and SMAD4 (5 cases, 9%). The most frequently deleted gene was CDKN2A (8 cases, 15%). KRAS and CDKN2A mutations significantly correlated with poor progression-free survival (PFS) and, in case of KRAS, overall survival (OS). WIldtype TP53 and female sex defined a relatively favorable category, with favorable PFS and OS. 8 cases (15%) harbored mutations that may be targetable by currently approved drugs. Taken together, Mutations of relevant driver genes are present in the vast majority of CUP tumors. Some of them impact on prognosis and a subset is putatively druggable.
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Affiliation(s)
- Harald Löffler
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Medicine V, University of Heidelberg, Heidelberg, Germany
| | - Nicole Pfarr
- Institute of Pathology, University of Heidelberg, Heidelberg, Germany.,Institute of Pathology, Technische Universität München, Munich, Germany
| | - Mark Kriegsmann
- Institute of Pathology, University of Heidelberg, Heidelberg, Germany
| | - Volker Endris
- Institute of Pathology, University of Heidelberg, Heidelberg, Germany
| | - Thomas Hielscher
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Philipp Lohneis
- Institute of Pathology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Gunnar Folprecht
- Medical Department I, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Albrecht Stenzinger
- Institute of Pathology, University of Heidelberg, Heidelberg, Germany.,Department of Pathology, Center for Integrated Diagnostics (CID), Massachusetts General Hospital/Harvard Medical School, Boston, USA
| | - Manfred Dietel
- Institute of Pathology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Wilko Weichert
- Institute of Pathology, University of Heidelberg, Heidelberg, Germany.,Institute of Pathology, Technische Universität München, Munich, Germany.,National Center of Tumor Diseases (NCT), Heidelberg, Germany.,Member of the German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Alwin Krämer
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Medicine V, University of Heidelberg, Heidelberg, Germany.,Member of the German Cancer Consortium (DKTK), Heidelberg, Germany
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Losa F, Soler G, Casado A, Estival A, Fernández I, Giménez S, Longo F, Pazo-Cid R, Salgado J, Seguí MÁ. SEOM clinical guideline on unknown primary cancer (2017). Clin Transl Oncol 2018; 20:89-96. [PMID: 29230692 PMCID: PMC5785607 DOI: 10.1007/s12094-017-1807-y] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Accepted: 11/13/2017] [Indexed: 12/16/2022]
Abstract
Cancer of unknown primary site is a histologically confirmed cancer that manifests in advanced stage, with no identifiable primary site following standard diagnostic procedures. Patients are initially categorized based on the findings of the initial biopsy: adenocarcinoma, squamous-cell carcinoma, neuroendocrine carcinoma, and poorly differentiated carcinoma. Appropriate patient management requires understanding several clinical and pathological features that aid in identifying several subsets of patients with more responsive tumors.
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Affiliation(s)
- F. Losa
- Hospital de Sant Joan Despí Moisés Broggi, Sant Joan Despí, Barcelona Spain
| | - G. Soler
- Hospital Durán i Reynals (ICO-L’Hospitalet), Barcelona, Spain
| | - A. Casado
- Hospital Universitario Clínico San Carlos, Madrid, Spain
| | - A. Estival
- Hospital Universitari Germans Trias i Pujol, Barcelona, Spain
| | - I. Fernández
- Hospital Alvaro Cunqueiro-Complejo Hospitalario Universitario, Vigo, Spain
| | - S. Giménez
- Hospital Universitari I Politècnic la Fe, Valencia, Spain
| | - F. Longo
- Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - R. Pazo-Cid
- Hospital Universitario Miguel Servet, Zaragoza, Spain
| | - J. Salgado
- Complejo Hospitalario de Navarra, Pamplona, Spain
| | - M. Á. Seguí
- Parc Taulí Sabadell, Hospital Universitari, Sabadell, Barcelona Spain
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Abstract
In cancer of unknown primary (CUP), metastases are clinically and histologically confirmed, but the primary tumor site remains elusive after extensive work-up. CUPs make up for 2-3% of all epithelial malignancies. The two prevailing histologies are adenocarcinomas and undifferentiated carcinomas, whereas squamous cell carcinomas, neuroendocrine carcinomas and rare histologies account for the remaining 10%. The diagnostic work-up in CUP relies strongly on a detailed immunohistological (IHC) analysis in order to characterize the tumor type, nowadays aided by molecular techniques. Diagnostics also include a thorough clinical examination, a basic lab draw with the most relevant tumor markers, and cross sectional imaging. Additional PET-CT is recommended in cervical lymph nodes suggestive of head and neck cancer and in limited metastases potentially treatable in curative intent. As for treatment, it is paramount to identify patients who fall into one of the six well defined "favorable" subset categories, namely extragonadal germ cell tumors, adenocarcinoma with isolated unilateral axillary lymph nodes in female patients, squamous cell carcinoma with neck lymph nodes, squamous cell carcinoma with inguinal lymph nodes, serous papillary peritoneal carcinomatosis in females and blastic bone metastasis in males with elevated PSA. These subsets are distinct both regarding the required treatment and the comparably favorable prognosis. Within the remaining "unfavorable" group, patients of colon and renal cancer type should be identified based on IHC and clinical picture, since the prognosis of these patients seems to improve with the use of therapy tailored to the presumed primary as well. For the few patients with limited metastases it should be assessed whether they are candidates for surgery, radiotherapy or surgery followed by irradiation in curative intent. The remaining majority of patients are treated with empiric palliative chemotherapy, typically a platinum - paclitaxel combination, though the level of evidence for this therapy recommendation is low. Gemcitabine alone or in combination can be used as an alternative. Decoding of the molecular profiles in CUP offers the prospect of targeted therapy with novel agents. However, there appears to be no uniform molecular pattern for CUP, and the observed molecular diversity thus poses a challenge to respective clinical trials.
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Affiliation(s)
- Tilmann Bochtler
- Clinical Cooperation Unit Molecular Hematology / Oncology, German Cancer Research Center (DKFZ) and Department of Medicine V, University of Heidelberg, Heidelberg, Germany; Department of Internal Medicine V, Hematology / Oncology, University of Heidelberg, Heidelberg, Germany
| | - Harald Löffler
- Clinical Cooperation Unit Molecular Hematology / Oncology, German Cancer Research Center (DKFZ) and Department of Medicine V, University of Heidelberg, Heidelberg, Germany; Department of Internal Medicine III, Oncology / Hematology / Palliative Care, Marienhospital Stuttgart, Stuttgart, Germany
| | - Alwin Krämer
- Clinical Cooperation Unit Molecular Hematology / Oncology, German Cancer Research Center (DKFZ) and Department of Medicine V, University of Heidelberg, Heidelberg, Germany; Department of Internal Medicine V, Hematology / Oncology, University of Heidelberg, Heidelberg, Germany.
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Stella GM, Benvenuti S, Gentile A, Comoglio PM. MET Activation and Physical Dynamics of the Metastatic Process: The Paradigm of Cancers of Unknown Primary Origin. EBioMedicine 2017; 24:34-42. [PMID: 29037604 PMCID: PMC5652293 DOI: 10.1016/j.ebiom.2017.09.025] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Revised: 09/05/2017] [Accepted: 09/18/2017] [Indexed: 12/14/2022] Open
Abstract
The molecular and cellular mechanisms which drive metastatic spread are the topic of constant debate and scientific research due to the potential implications for cancer patients' prognosis. In addition to genetics and environmental factors, mechanics of single cells and physical interaction with the surrounding environment play relevant role in defining invasive phenotype. Reconstructing the physical properties of metastatic clones may help to clarify still open issues in disease progression as well as to lead to new diagnostic and therapeutic approaches. In this perspective cancer of unknown primary origin (CUP) identify the ideal model to study physical interactions and forces involved in the metastatic process. We have previously demonstrated that MET oncogene is mutated with unexpected high frequency in CUPs. We here analyze and discuss how the MET activation by somatic mutation may affect physical properties in giving rise to such a highly malignant syndrome, as that defined by CUP.
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Affiliation(s)
- Giulia M Stella
- Cardiothoracic Dept., Section of Respiratory System Diseases, IRCCS Policlinico San Matteo, Pavia, Italy.
| | - Silvia Benvenuti
- Candiolo Cancer Institute, FPO-IRCCS, Str Prov 142, 10060 Candiolo, Italy
| | - Alessandra Gentile
- Candiolo Cancer Institute, FPO-IRCCS, Str Prov 142, 10060 Candiolo, Italy
| | - Paolo M Comoglio
- Candiolo Cancer Institute, FPO-IRCCS, Str Prov 142, 10060 Candiolo, Italy
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26
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Moran S, Martinez-Cardús A, Boussios S, Esteller M. Precision medicine based on epigenomics: the paradigm of carcinoma of unknown primary. Nat Rev Clin Oncol 2017; 14:682-694. [PMID: 28675165 DOI: 10.1038/nrclinonc.2017.97] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Epigenetic alterations are a common hallmark of human cancer. Single epigenetic markers are starting to be incorporated into clinical practice; however, the translational use of these biomarkers has not been validated at the 'omics' level. The identification of the tissue of origin in patients with cancer of unknown primary (CUP) is an example of how epigenomics can be incorporated in clinical settings, addressing an unmet need in the diagnostic and clinical management of these patients. Despite the great diagnostic advances made in the past decade, the use of traditional diagnostic procedures only enables the tissue of origin to be determined in ∼30% of patients with CUP. Thus, development of molecularly guided diagnostic strategies has emerged to complement traditional procedures, thereby improving the clinical management of patients with CUP. In this Review, we present the latest data on strategies using epigenetics and other molecular biomarkers to guide therapeutic decisions involving patients with CUP, and we highlight areas warranting further research to engage the medical community in this unmet need.
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Affiliation(s)
- Sebastián Moran
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Avinguda Gran Via 199-203, 08908 L'Hospitalet del Llobregat, Barcelona, Spain
| | - Anna Martinez-Cardús
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Avinguda Gran Via 199-203, 08908 L'Hospitalet del Llobregat, Barcelona, Spain
| | - Stergios Boussios
- Department of Medical Oncology, Ioannina University Hospital, Niarxou Avenue, 45110 Ioannina, Greece
| | - Manel Esteller
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Avinguda Gran Via 199-203, 08908 L'Hospitalet del Llobregat, Barcelona, Spain.,Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), Carrer de la Feixa Llarga, s/n, 08908 L'Hospitalet, Spain.,Institucio Catalana de Recerca i Estudis Avançats (ICREA), Passeig Lluís Companys 23, 08010 Barcelona, Spain
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Subbiah IM, Tsimberidou A, Subbiah V, Janku F, Roy-Chowdhuri S, Hong DS. Next generation sequencing of carcinoma of unknown primary reveals novel combinatorial strategies in a heterogeneous mutational landscape. Oncoscience 2017; 4:47-56. [PMID: 28781987 PMCID: PMC5538848 DOI: 10.18632/oncoscience.352] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 05/02/2017] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Advanced carcinoma of unknown primary (CUP) has limited effective therapeutic options given the phenotypic and genotypic diversity. To identify future novel therapeutic strategies we conducted an exploratory analysis of next-generation sequencing (NGS) of relapsed, refractory CUP. METHODS We identified patients in our phase I clinic where archival tissue was available for a targeted NGS CLIA-certified assay. RESULTS Of 17 patients tested, 15 (88%) demonstrated genomic alterations (median 2 aberrations; range 0-8, total 59 alterations). Nine (53%) patients had altered cell signaling including the PI3K/AKT/MTOR (n=5, 29%) and MAPK pathways (n=3,18%); 7 (41%) patients demonstrated ≥1 alterations in tumor suppressor genes (TP53 in 5 patients), 8 (47%) had impaired epigenetic regulation and DNA methylation, 8 (47%) had aberrant cell cycle regulation, commonly in the cyclin dependent kinases. Ten (59%) patients had alterations in transcriptional regulators. Concurrent mutations affecting cell cycle regulation were noted to occur with aberrant epigenetic regulation (n=6, 35%) and MAPK/PI3K pathway (n=5, 29%). CONCLUSION Every patient had a unique molecular profile with no two patients demonstrating an identical panel of mutations. We identify two emerging novel combinatorial strategies targeting impaired cell cycle arrest, first with epigenetic modifiers and, second, with MAPK/PI3K pathway inhibition.
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Affiliation(s)
- Ishwaria M Subbiah
- Department of Palliative, Rehabilitation, and Integrative Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Apostolia Tsimberidou
- Department of Investigational Cancer Therapeutics, Division of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vivek Subbiah
- Department of Investigational Cancer Therapeutics, Division of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Filip Janku
- Department of Investigational Cancer Therapeutics, Division of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sinchita Roy-Chowdhuri
- Department of Pathology, all at the University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - David S Hong
- Department of Investigational Cancer Therapeutics, Division of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Yamane S, Katada C, Tanabe S, Azuma M, Ishido K, Yano T, Wada T, Watanabe A, Kawanishi N, Furue Y, Kondo Y, Komori S, Ishiyama H, Hayakawa K, Koizumi W. Clinical Outcomes in Patients with Cancer of Unknown Primary Site Treated By Gastrointestinal Oncologists. J Transl Int Med 2017; 5:58-63. [PMID: 28680840 DOI: 10.1515/jtim-2017-0006] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE To evaluate the clinical outcomes in patients with cancer of an unknown primary site (CUP), who were treated by gastrointestinal oncologists. METHODS We retrospectively studied 29 patients with CUP who were presented at the Department of Gastroenterology, Kitasato University Hospital from October 2005 to October 2013, and were treated by the gastrointestinal oncologists. The patients were divided into two groups, namely chemotherapy group and symptomatic therapy group, and the clinical characteristics and survival times were compared. The clinical course was studied according to the histologic type (adenocarcinoma or non-adenocarcinoma), prognostic subset (favorable or unfavorable), and the presence or absence of chemotherapy. RESULTS The chemotherapy group comprised 19 patients, and the symptomatic therapy group comprised 10 patients. The median survival time was 11 months in the chemotherapy group and 3 months in the symptomatic therapy group. Twenty-two patients had adenocarcinoma, and 7 had non-adenocarcinoma. Of the 22 patients with adenocarcinoma, 2 belonged to the favorable prognostic subset and received chemotherapy. One of these patients died of cancer at 47 months, and the other was alive and disease free at 58 months. Among the 20 patients with adenocarcinoma in the unfavorable prognostic subset, 16 received chemotherapy and had a median survival of 16 months. Seven (44%) of these patients survived for at least 21 months, and 3 patients who could receive 3 or more regimens survived for at least 46 months. CONCLUSION It might be appropriate for gastrointestinal oncologists to treat CUP on the basis of clinical experience, depending on the situation.
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Affiliation(s)
- Sakiko Yamane
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Chikatoshi Katada
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Satoshi Tanabe
- Department of Research and Development Center for New Medical Frontiers, Kitasato University School of Medicine, Sagamihara, Japan
| | - Mizutomo Azuma
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Kenji Ishido
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Takafumi Yano
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Takuya Wada
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Akinori Watanabe
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Natsuko Kawanishi
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Yasuaki Furue
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Yuki Kondo
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Shouko Komori
- Department of Radiology and Radiation Oncology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Hiromichi Ishiyama
- Department of Radiology and Radiation Oncology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Kazushige Hayakawa
- Department of Radiology and Radiation Oncology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Wasaburo Koizumi
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
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Kim CS, Hannouf MB, Sarma S, Rodrigues GB, Rogan PK, Mahmud SM, Winquist E, Brackstone M, Zaric GS. Identification and survival outcomes of a cohort of patients with cancer of unknown primary in Ontario, Canada. Acta Oncol 2015; 54:1781-7. [PMID: 25825957 DOI: 10.3109/0284186x.2015.1020965] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND Cancer of unknown primary origin (CUP) is defined by the presence of pathologically identified metastatic disease without clinical or radiological evidence of a primary tumour. Our objective was to identify incident cases of CUP in Ontario, Canada, and determine the influence of histology and sites of metastases on overall survival (OS). MATERIAL AND METHODS We used the Ontario Cancer Registry (OCR) and the Same-Day Surgery and Discharge Abstract Database (SDS/DAD) to identify patients diagnosed with CUP in Ontario between 1 January 2000, and 31 December 2005. Patient diagnostic information, including histology and survival data, was obtained from the OCR. We cross-validated CUP diagnosis and obtained additional information about metastasis through data linkage with the SDS/DAD database. OS was assessed using Cox regression models adjusting for histology and sites of metastases. RESULTS We identified 3564 patients diagnosed with CUP. Patients without histologically confirmed disease (n = 1821) had a one-year OS of 10.9%, whereas patients with confirmed histology (n = 1743) had a one-year OS of 15.6%. The most common metastatic sites were in the respiratory or digestive systems (n = 1603), and the most common histology was adenocarcinoma (n = 939). Three-year survival rates were 3.5%, 5.3%, 41.6% and 3.6% among adenocarcinoma, unspecified carcinoma, squamous cell carcinoma and undifferentiated histology, respectively. Three-year survival rates were 40%, 2.4%, 8.0% and 4.6% among patients with metastases localised to lymph nodes, the respiratory or digestive systems, other specified sites, and unspecified sites, respectively. CONCLUSION CUP patients in Ontario have a poor prognosis. Some subgroups may have better survival rates, such as patients with metastases localised to lymph nodes and patients with squamous cell histology.
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Affiliation(s)
- Chong S Kim
- a Department of Epidemiology and Biostatistics , Western University , London , Ontario , Canada
| | - Malek B Hannouf
- a Department of Epidemiology and Biostatistics , Western University , London , Ontario , Canada
| | - Sisira Sarma
- a Department of Epidemiology and Biostatistics , Western University , London , Ontario , Canada
| | - George B Rodrigues
- g Department of Radiation Oncology , London Regional Cancer Program , London , Ontario , Canada
| | - Peter K Rogan
- f Department of Biochemistry , Western University , London , Ontario , Canada
| | - Salaheddin M Mahmud
- e Community Health Sciences and Pharmacy, University of Manitoba , Winnipeg , Manitoba , Canada
| | - Eric Winquist
- d Department of Oncology , Western University , London , Ontario , Canada
| | - Muriel Brackstone
- c Department of Surgery , Western University , London , Ontario , Canada
| | - Gregory S Zaric
- a Department of Epidemiology and Biostatistics , Western University , London , Ontario , Canada
- b Ivey Business School, Western University , London , Ontario , Canada
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Fizazi K, Greco FA, Pavlidis N, Daugaard G, Oien K, Pentheroudakis G. Cancers of unknown primary site: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann Oncol 2015; 26 Suppl 5:v133-8. [PMID: 26314775 DOI: 10.1093/annonc/mdv305] [Citation(s) in RCA: 203] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2023] Open
Affiliation(s)
- K Fizazi
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Sud, Villejuif, France
| | - F A Greco
- Tennessee Oncology, Centennial Medical Center, Nashville, USA
| | - N Pavlidis
- Department of Medical Oncology, University of Ioannina, Ioannina, Greece
| | - G Daugaard
- Department of Oncology 5073, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - K Oien
- University of Glasgow, Institute of Cancer Sciences, Glasgow, UK
| | - G Pentheroudakis
- Department of Medical Oncology, University of Ioannina, Ioannina, Greece
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Aggressive Surgical Management for Metastatic Liver Tumors From Squamous Cell Carcinomas: Report of Three Cases. Int Surg 2015. [DOI: 10.9738/intsurg-d-14-00312.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The use of hepatectomy for the treatment of metastatic liver tumors (MLTs) arising from squamous cell carcinomas (SCCs) has not been well investigated. The use of hepatectomy for MLTs from SCCs, especially in advanced cases, needs further investigation. Three patients with SCC-derived MLTs underwent hepatectomy. On clinicopathologic examination, the primary lesions were found to be oral cancer, lung cancer, and oropharyngeal cancer, with synchronous metastasis in 2 patients and metachronous metastasis in 1 patient. One case also involved adrenal metastasis, and another involved direct invasion of the diaphragm and lung. In all cases, surgery was performed to eliminate any residual tumor tissue. After the hepatectomy, 1 patient died (22 months postoperatively) of an unrelated disease, 1 remains alive (30 months postoperatively) with a recurrent tumor, and 1 remains alive (60 months postoperatively) without recurrence. For the patients with solitary MLT derived from SCC, hepatectomy gives a chance for a cure. Thus, aggressive hepatectomy is an important modality in the multidisciplinary approach for controlling SCC-derived MLTs.
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32
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Monzon FA, Dumur CI. Diagnosis of uncertain primary tumors with the Pathwork®tissue-of-origin test. Expert Rev Mol Diagn 2014; 10:17-25. [DOI: 10.1586/erm.09.75] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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Greco FA. Molecular Diagnosis of the Tissue of Origin in Cancer of Unknown Primary Site: Useful in Patient Management. Curr Treat Options Oncol 2013; 14:634-42. [DOI: 10.1007/s11864-013-0257-1] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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34
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Cancer of unknown primary sites: what radiologists need to know and what oncologists want to know. AJR Am J Roentgenol 2013; 200:484-92. [PMID: 23436835 DOI: 10.2214/ajr.12.9363] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE In this article, we review the role of imaging in cancer of unknown primary site (CUP) diagnosis and management and the utility of immunohistochemistry, serum tumor markers, and molecular profiling in the optimized care of CUP patients. CONCLUSION With advances in imaging, pathology, and molecular medicine, the diagnosis and management of CUP have evolved into more personalized and site-specific therapies. A multidisciplinary integrated approach among oncologists, pathologists, and radiologists is extremely important.
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35
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Cancro a sede primitiva occulta: il confine tra l’utilità e la futilità nella pratica clinica. ITALIAN JOURNAL OF MEDICINE 2012. [DOI: 10.1016/j.itjm.2011.01.030] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Pavlidis N, Petrakis D, Golfinopoulos V, Pentheroudakis G. Long-term survivors among patients with cancer of unknown primary. Crit Rev Oncol Hematol 2012; 84:85-92. [DOI: 10.1016/j.critrevonc.2012.02.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2011] [Revised: 01/29/2012] [Accepted: 02/01/2012] [Indexed: 01/09/2023] Open
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Møller AKH, Loft A, Berthelsen AK, Pedersen KD, Graff J, Christensen CB, Costa JC, Skovgaard LT, Perell K, Petersen BL, Daugaard G. A prospective comparison of 18F-FDG PET/CT and CT as diagnostic tools to identify the primary tumor site in patients with extracervical carcinoma of unknown primary site. Oncologist 2012; 17:1146-54. [PMID: 22711751 DOI: 10.1634/theoncologist.2011-0449] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND The aim of the present study was to evaluate prospectively the diagnostic value of (18)F-fluorodeoxyglucose positron emission tomography/computed tomography ((18)F-FDG PET/CT) and conventional CT regarding the ability to detect the primary tumor site in patients with extracervical metastases from carcinoma of unknown primary (CUP) site. PATIENTS AND METHODS From January 2006 to December 2010, 136 newly diagnosed CUP patients with extracervical metastases underwent (18)F-FDG PET/CT. A standard of reference (SR) was established by a multidisciplinary team to ensure that the same set of criteria were used for classification of patients, that is, either as CUP patients or patients with a suggested primary tumor site. The independently obtained suggestions of primary tumor sites using PET/CT and CT were correlated with the SR to reach a consensus regarding true-positive (TP), true-negative, false-negative, and false-positive results. RESULTS SR identified a primary tumor site in 66 CUP patients (48.9%). PET/CT identified 38 TP primary tumor sites and CT identified 43 TP primary tumor sites. No statistically significant differences were observed between (18)F-FDG PET/CT and CT alone in regard to sensitivity, specificity, and accuracy. CONCLUSION In the general CUP population with multiple extracervical metastases (18)F-FDG PET/CT does not represent a clear diagnostic advantage over CT alone regarding the ability to detect the primary tumor site.
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Affiliation(s)
- Anne Kirstine H Møller
- Department of Oncology 5073, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, Copenhagen Ø, Denmark.
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Taylor MB, Bromham NR, Arnold SE. Carcinoma of unknown primary: key radiological issues from the recent National Institute for Health and Clinical Excellence guidelines. Br J Radiol 2012; 85:661-71. [PMID: 22374278 PMCID: PMC3474101 DOI: 10.1259/bjr/75018360] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2011] [Revised: 07/08/2011] [Accepted: 07/12/2011] [Indexed: 12/21/2022] Open
Abstract
Carcinoma of unknown primary origin (CUP) accounts for 3-5% of cancer cases and is the fourth most common cause of cancer death in the UK. CUP management is challenging, partly owing to the heterogeneity of the condition and its presentation, but also owing to the lack of dedicated clinical services for these patients. The recent National Institute for Health and Clinical Excellence (NICE) guidelines on metastatic malignancy of unknown primary origin were developed to improve the co-ordination of diagnostic and clinical services at hospitals treating cancer patients in England and Wales, in particular by the setting up of CUP teams to manage these patients. Radiologists have a vital role in the diagnosis of these patients and should work closely with the CUP team to streamline the diagnostic pathway. This article summarises areas of the NICE guidelines relevant to radiology and discusses the radiological management of patients with CUP, including initial investigation, the importance of biopsy, the management of specific presentations, special investigations and organisational issues.
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Affiliation(s)
- M B Taylor
- Department of Radiology, The Christie NHS Foundation Trust, Manchester, UK.
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39
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Abstract
Cancer of unknown primary site (CUP) is a well recognised clinical disorder, accounting for 3-5% of all malignant epithelial tumours. CUP is clinically characterised as an aggressive disease with early dissemination. Diagnostic approaches to identify the primary site include detailed histopathological examination with specific immunohistochemistry and radiological assessment. Gene-profiling microarray diagnosis has high sensitivity, but further prospective study is necessary to establish whether patients' outcomes are improved by its clinical use. Metastatic adenocarcinoma is the most common CUP histopathology (80%). CUP patients are divided into subsets of favourable (20%) and unfavourable (80%) prognosis. Favourable subsets are mostly given locoregional treatment or systemic platinum-based chemotherapy. Responses and survival are similar to those of patients with relevant known primary tumours. Patients in unfavourable subsets are treated with empirical chemotherapy based on combination regimens of platinum or taxane, but responses and survival are generally poor.
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Affiliation(s)
- Nicholas Pavlidis
- Department of Medical Oncology, School of Medicine, University of Ioannina, Ioannina, Greece.
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40
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Kelly P, Das P, Varadhachary GR, Fontanilla HP, Krishnan S, Delclos ME, Jhingran A, Eifel PJ, Crane CH. Role of definitive radiation therapy in carcinoma of unknown primary in the abdomen and pelvis. Int J Radiat Oncol Biol Phys 2012; 82:2012-7. [PMID: 21640510 DOI: 10.1016/j.ijrobp.2011.03.051] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2011] [Revised: 03/09/2011] [Accepted: 03/17/2011] [Indexed: 11/27/2022]
Abstract
OBJECTIVES Carcinoma of unknown primary (CUP) in the abdomen and pelvis is a heterogeneous group of cancers with no standard treatment. Considered by many to be incurable, these patients are often treated with chemotherapy alone. In this study, we determined the effectiveness of radiation therapy in combination with chemotherapy in patients with CUP in the abdomen and pelvis. PATIENTS AND METHODS Medical records were reviewed for 37 patients with CUP treated with radiation therapy for disease located in the soft tissues and/or nodal basins of the abdomen and pelvis at the University of Texas M.D. Anderson Cancer between 2002 and 2009. All patients underwent chemotherapy, either before or concurrent with radiation therapy. Patients were selected for radiation therapy on the basis of histologic type, disease extent, and prior therapy response. Twenty patients underwent definitive radiation therapy (defined as radiation therapy targeting all known disease sites with at least 45 Gy) and 17 patients underwent palliative radiation therapy. Only 6 patients had surgical resection of their disease. Patient and treatment characteristics were extracted and the endpoints of local disease control, progression-free survival (PFS), overall survival (OS), and treatment-related toxicity incidence were analyzed. RESULTS The 2-year PFS and OS rates for the entire cohort were 32% and 57%, respectively. However, in patients treated with definitive radiation therapy, the rates were 48% and 76%, and 7 patients lived more than 3 years after treatment with no evidence of disease progression. Nevertheless, radiation-associated toxicity was significant in this cohort, as 40% experienced Grade 2 or higher late toxicities. CONCLUSIONS The use of definitive radiation therapy should be considered in selected patients with CUP in the soft tissues or nodal basins of the abdomen and pelvis.
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Affiliation(s)
- Patrick Kelly
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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41
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Gross-Goupil M, Fourcade A, Blot E, Penel N, Négrier S, Culine S, Chaigneau L, Lesimple T, Priou F, Lortholary A, Kaminsky M, Provencal J, Voog E, Bouzy J, Laplanche A, Fizazi K. Cisplatin alone or combined with gemcitabine in carcinomas of unknown primary: Results of the randomised GEFCAPI 02 trial. Eur J Cancer 2012; 48:721-7. [DOI: 10.1016/j.ejca.2012.01.011] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2011] [Revised: 01/08/2012] [Accepted: 01/11/2012] [Indexed: 11/24/2022]
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Hwang JE, Yoon JY, Bae WK, Shim HJ, Chung IJ. Complete biologic response to taxane based chemotherapy confirmed by [F]FDG PET/CT and surgery in a cancer of unknown primary site. J Gynecol Oncol 2012; 23:65-8. [PMID: 22355469 PMCID: PMC3280069 DOI: 10.3802/jgo.2012.23.1.65] [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: 12/13/2010] [Revised: 01/06/2011] [Accepted: 02/09/2011] [Indexed: 11/30/2022] Open
Abstract
Cancers of an unknown primary site are heterogenous with respect to their clinical and pathologic features. They are generally very aggressive, but specific favorable subsets have a better prognosis. For these favorable subsets, taxane based chemotherapy is very effective for a subset of woman with papillary serous peritoneal adenocarcinoma. A 52 year-old woman underwent [(18)F]-FDG PET/CT for routine health screening. On PET/CT, multiple hypermetabolic lymph nodes were detected in the paraaortic spaces, and there were no other hypermetabolic abnormalities. The patient was diagnosed with an unknown primary cancer that probably originated from the ovary or peritoneum, according to clinical studies and biopsy results. This was not a typical case of a favorable subset of cancer of an unknown primary site, but the tumor showed complete biologic response to taxane based chemotherapy as revealed by PET/CT, and necrotic tumor cells were confirmed by surgery.
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Affiliation(s)
- Jun-Eul Hwang
- Department of Hematology-Oncology, Chonnam National University Medical School, Gwangju, Korea
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43
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Hemminki K, Bevier M, Hemminki A, Sundquist J. Survival in cancer of unknown primary site: population-based analysis by site and histology. Ann Oncol 2011; 23:1854-63. [PMID: 22115926 DOI: 10.1093/annonc/mdr536] [Citation(s) in RCA: 97] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Cancer of unknown primary (CUP) is diagnosed at a metastatic stage, conferring an unfavorable prognosis. The natural history of the disease is poorly understood, which complicates diagnosis, treatment and follow-up. Population-based survival data are lacking regarding location and histology of metastases. PATIENTS AND METHODS From the Swedish Cancer Registry, 18 911 CUP patients were identified between years 1987 and 2008. Survival was analyzed by Kaplan-Meier survival curves and Cox regression. RESULTS Adenocarcinoma accounted for 70% of all extranodal cases with a 12-month survival of 17% and the median survival of 3 months. Adenocarcinoma was also the most common histology (33.4%) when metastases were limited to lymph nodes, with a 12-month survival of 41% and median survival of 8 months. For extranodal metastases, the extremes in survival were small intestinal cancer with poor prognosis and mediastinal cancer with favorable prognosis. For nodal metastases, patients affected in the head and neck, axillary and inguinal regions had the best prognosis and those with abdominal and intrapelvic metastases the worst prognosis. CONCLUSIONS The present data underline the importance of histology and location of metastasis in assisting clinical decision making: hazard ratios differed by a factor of five among extranodal and nodal metastases.
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Affiliation(s)
- K Hemminki
- Division of Molecular Genetic Epidemiology, German Cancer Research Centre (DKFZ), Heidelberg, Germany.
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Abstract
Carcinomas of an unknown primary origin (CUP) account for 3-5% of all malignancies and are thus among the ten most-frequent cancers worldwide. Having a specific and unique phenotype of early and usually aggressive metastatic dissemination with no identifiable primary tumor, CUP are a challenge for physicians. The diagnostic workup of patients with CUP includes a careful clinical and extensive histopathological examination, as well as the use of imaging techniques. CUP can be divided into favorable and unfavorable subsets. Patients with unfavorable CUP subsets have a poor prognosis with a median survival of approximately 8 months; the optimal chemotherapy regimen for these patients remains to be determined. Although studies have focused on the introduction of new cytotoxic agents with broad-spectrum clinical activity (such as gemcitabine, irinotecan, and taxanes), no randomized trial has provided clear evidence of a survival benefit. Molecular targeted therapies that are approved for other solid tumors are now considered for the treatment of patients with CUP. Molecular diagnostic tools, such as DNA microarray analysis, could help in the search for 'lost' CUP origins. In this Review, we describe the clinical evaluation of patients with CUP, and discuss treatment strategies and outcomes of patients with various CUP subsets.
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45
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Takei H, Monzon FA. Gene-expression assays and personalized cancer care: tissue-of-origin test for cancer of unknown primary origin. Per Med 2011; 8:429-436. [DOI: 10.2217/pme.11.37] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Cancer of unknown primary (CUP) is one of the ten most frequently diagnosed cancers in developed countries and accounts for 3–5% of all new cancer cases. For all cancer management, chemotherapeutic regimens and targeted agents have increasingly become primary-site dependent over the last decade, and thus, accurate identification of the primary site is crucial for CUP patients. Histopathologic examination along with immunohistochemical studies and different imaging modalities are most often performed for this purpose, but still a significant number of patients remain with an unidentified primary. Recently, gene-expression profiling assays have emerged as alternative tests for tumor tissue of origin determination. It is expected that molecular determination of the origin in patients with CUP will aid in the determination of management strategies. It is thus possible that personalized treatment of CUP patients based on molecular classification could significantly improve patient outcomes.
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Affiliation(s)
- Hidehiro Takei
- Department of Pathology & Laboratory Medicine, The Methodist Hospital, 6565 Fannin Street, MS205 Houston, TX 77030, USA
| | - Federico A Monzon
- Department of Pathology, Weill Cornell Medical College, NY 10065, USA
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Greco FA, Oien K, Erlander M, Osborne R, Varadhachary G, Bridgewater J, Cohen D, Wasan H. Cancer of unknown primary: progress in the search for improved and rapid diagnosis leading toward superior patient outcomes. Ann Oncol 2011; 23:298-304. [PMID: 21709138 DOI: 10.1093/annonc/mdr306] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
This paper explores the enigma of cancer of unknown primary (CUP) in relation to rapidly improving molecular diagnostic approaches. It is based on the first global collaboration meeting on improving research and clinical outcomes in CUP organized by the CUP Foundation. We review the difficulties of classifying this widely heterogeneous disease and the available diagnostic and pathological evaluative techniques, focusing on molecular profiling. Retrospective studies in CUP patients are shown to provide indirect validation of the accuracy of several platforms of gene expression profiling assays that may identify CUP subsets that respond favorably to active chemotherapy regimens. This review concludes that the recent major improvements in pathologic and molecular diagnostics, coupled with new improved therapies for several specific advanced solid tumors, need to be harmonized with more evidence from clinical-translational trials. All patients with CUP could thus be appropriately managed without the constant uncertainty that has previously severely hampered patient care and optimal outcomes. The longer-term objective is to understand the biology of highly metastatic disease, leading to the development of future global therapeutic programs. Current clinical studies, such as CUP-ONE, will address some of these issues.
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Affiliation(s)
- F A Greco
- Department of Internal Medicine, Section of Medical Oncology, Sarah Cannon Cancer Center and Research Institute, Nashville 37203, USA.
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Fizazi K. [Metastasis from unknown primary neoplasm. The demands of the clinician in 2010 and in the future]. Ann Pathol 2010; 30:44-5. [PMID: 21055542 DOI: 10.1016/j.annpat.2010.07.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2010] [Accepted: 07/13/2010] [Indexed: 11/26/2022]
Affiliation(s)
- Karim Fizazi
- Département d'oncologie médicale, université de Paris, institut Gustave-Roussy, 39 rue Camille-Desmoulins, Villejuif, France.
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48
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Voigt JJ. [Metastasis from unknown primary neoplasm. The pathologist role in 2010, progress of traditional techniques]. Ann Pathol 2010; 30:42-3. [PMID: 21055541 DOI: 10.1016/j.annpat.2010.07.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2010] [Accepted: 07/13/2010] [Indexed: 11/20/2022]
Affiliation(s)
- Jean-Jacques Voigt
- Service d'anatomie pathologique, institut Claudius-Regaud, 20-24 rue du Pont-Saint-Pierre, Toulouse cedex, France.
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Breast radiotherapy for occult breast cancer with axillary nodal metastases--does it reduce the local recurrence rate and increase overall survival? Clin Oncol (R Coll Radiol) 2010; 23:95-100. [PMID: 21115330 DOI: 10.1016/j.clon.2010.10.001] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2010] [Revised: 09/09/2010] [Accepted: 09/23/2010] [Indexed: 02/06/2023]
Abstract
AIMS The optimal management of axillary lymph node metastases from occult breast cancer (TXN1-2M0) is uncertain and practice varies in the use of primary breast radiotherapy. We conducted a retrospective review to examine clinical outcomes for patients managed with or without primary breast radiotherapy. MATERIALS AND METHODS Case records from the clinical oncology database were reviewed to identify patients presenting with axillary nodal metastases but no detectable primary tumour between 1974 and 2003. Fifty-three patients with TXN1-2M0 breast cancer were identified, representing 0.4% of patients managed for breast cancer during this period. Of those tested, 59% had oestrogen receptor-positive tumours. Seventy-seven per cent received ipsilateral breast radiotherapy. RESULTS There was a trend towards reduced ipsilateral breast tumour recurrence in patients who received radiotherapy (16% at 5 years, 23% at 10 years) compared with those who did not (36% at 5 years, 52% at 10 years). Similarly, the locoregional recurrence rate was 28% at 5 years for patients who received radiotherapy compared with 53.7% at 5 years for non-irradiated patients. Breast cancer-specific survival was higher (P=0.0073; Log-rank test) in patients who received ipsilateral breast radiotherapy (72% at 5 years, 66% at 10 years) compared with those who did not (58% at 5 years, 15% at 10 years). CONCLUSION Primary breast radiotherapy may reduce ipsilateral breast tumour recurrence and may increase survival in patients presenting with axillary lymph node metastases and occult breast primary (TXN1-2M0). Larger studies or prospective registration studies are needed to validate these findings.
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Yi JH, La Choi Y, Lee SJ, Ahn HK, Baek KK, Lim T, Lee DJ, Han BR, Lee HY, Jun HJ, Lee J, Park YH. Clinical presentation of carcinoma of unknown primary: 14 years of experience. Tumour Biol 2010; 32:45-51. [PMID: 20697986 DOI: 10.1007/s13277-010-0089-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2010] [Accepted: 07/27/2010] [Indexed: 11/24/2022] Open
Abstract
A carcinoma of unknown primary (CUP) is a histologically confirmed metastatic cancer without a definitive primary site after performing a detailed medical examination. The purpose of the study was to classify unfavorable CUPs into more reliable disease entities, which reflect the clinical course. We reviewed the medical records of patients diagnosed with a CUP between January 1995 and March 2008. Patients were classified into a conventional favorable-risk group and a newly proposed unfavorable-risk group according to the clinicopathologic features. Five hundred eighty-six patients were diagnosed with CUPs. Fifty-six (9.6%) patients were classified in the conventional favorable-risk group, and 486 (82.9%) patients were classified in the unfavorable-risk group. We further classified the 486 patients into six subgroups with an unfavorable risk, while excluding 29 patients (5.0%) who were not classifiable. The overall survival of the conventional favorable-risk group was 47.0 months (95% CI, 11.1~82.9 months), which was significantly longer than that of any subgroup of the newly proposed unfavorable-risk group (P < 0.001). Patients with squamous cell carcinoma in the abdominopelvic cavity showed similar overall survival with unfavorable-risk group (P = 0.484). Women with non-papillary malignant ascites had a survival in between the favorable and unfavorable groups (P < 0.001). The newly proposed unfavorable-risk group may assist in classifying CUP patients with an unfavorable risk in a clinically more meaningful way. Squamous cell carcinoma in the abdominopelvic cavity should be considered in the unfavorable-risk group and women with non-papillary malignant ascites in an intermediate-risk group. Further studies with molecular profiling would help in classifying and treating patients with CUPs and an unfavorable risk.
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Affiliation(s)
- Jun Ho Yi
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 50 Irwon-dong Gangnam-gu, Seoul 135-710, South Korea
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