A comparison of DNA sequencing and gene expression profiling to assist tissue of origin diagnosis in cancer of unknown primary.

cancer diagnostic cancer of unknown primary gene expression profiling mutation profiling targeted therapy tissue of origin classification

Journal

The Journal of pathology
ISSN: 1096-9896
Titre abrégé: J Pathol
Pays: England
ID NLM: 0204634

Informations de publication

Date de publication:
01 2023
Historique:
revised: 02 10 2022
received: 13 07 2022
accepted: 24 10 2022
pubmed: 27 10 2022
medline: 17 12 2022
entrez: 26 10 2022
Statut: ppublish

Résumé

Cancer of unknown primary (CUP) is a syndrome defined by clinical absence of a primary cancer after standardised investigations. Gene expression profiling (GEP) and DNA sequencing have been used to predict primary tissue of origin (TOO) in CUP and find molecularly guided treatments; however, a detailed comparison of the diagnostic yield from these two tests has not been described. Here, we compared the diagnostic utility of RNA and DNA tests in 215 CUP patients (82% received both tests) in a prospective Australian study. Based on retrospective assessment of clinicopathological data, 77% (166/215) of CUPs had insufficient evidence to support TOO diagnosis (clinicopathology unresolved). The remainder had either a latent primary diagnosis (10%) or clinicopathological evidence to support a likely TOO diagnosis (13%) (clinicopathology resolved). We applied a microarray (CUPGuide) or custom NanoString 18-class GEP test to 191 CUPs with an accuracy of 91.5% in known metastatic cancers for high-medium confidence predictions. Classification performance was similar in clinicopathology-resolved CUPs - 80% had high-medium predictions and 94% were concordant with pathology. Notably, only 56% of the clinicopathology-unresolved CUPs had high-medium confidence GEP predictions. Diagnostic DNA features were interrogated in 201 CUP tumours guided by the cancer type specificity of mutations observed across 22 cancer types from the AACR Project GENIE database (77,058 tumours) as well as mutational signatures (e.g. smoking). Among the clinicopathology-unresolved CUPs, mutations and mutational signatures provided additional diagnostic evidence in 31% of cases. GEP classification was useful in only 13% of cases and oncoviral detection in 4%. Among CUPs where genomics informed TOO, lung and biliary cancers were the most frequently identified types, while kidney tumours were another identifiable subset. In conclusion, DNA and RNA profiling supported an unconfirmed TOO diagnosis in one-third of CUPs otherwise unresolved by clinicopathology assessment alone. DNA mutation profiling was the more diagnostically informative assay. © 2022 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.

Identifiants

pubmed: 36287571
doi: 10.1002/path.6022
pmc: PMC10099529
doi:

Substances chimiques

RNA 63231-63-0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

81-92

Informations de copyright

© 2022 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.

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Auteurs

Atara Posner (A)

Department of Clinical Pathology and Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia.

Owen Wj Prall (OW)

Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

Tharani Sivakumaran (T)

Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.
Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia.

Dariush Etemadamoghadam (D)

Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

Niko Thio (N)

Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

Andrew Pattison (A)

Department of Clinical Pathology and Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia.

Shiva Balachander (S)

Department of Clinical Pathology and Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia.

Krista Fisher (K)

Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

Samantha Webb (S)

Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

Colin Wood (C)

Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

Anna DeFazio (A)

The Westmead Institute for Medical Research, Sydney, NSW, Australia.
Department of Gynaecological Oncology, Westmead Hospital, Sydney, NSW, Australia.
The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, NSW, Australia.

Nicholas Wilcken (N)

Department of Medical Oncology, Crown Princess Mary Cancer Centre, Westmead Hospital, Sydney, NSW, Australia.

Bo Gao (B)

Department of Medical Oncology, Crown Princess Mary Cancer Centre, Westmead Hospital, Sydney, NSW, Australia.

Christos S Karapetis (CS)

Department of Medical Oncology, Flinders University and Flinders Medical Centre, Adelaide, SA, Australia.

Madhu Singh (M)

Department of Medical Oncology, Barwon Health Cancer Services, Geelong, VIC, Australia.

Ian M Collins (IM)

Department of Medical Oncology, SouthWest HealthCare, Warrnambool and Deakin University, Geelong, VIC, Australia.

Gary Richardson (G)

Department of Medical Oncology, Cabrini Health, Melbourne, VIC, Australia.

Christopher Steer (C)

Border Medical Oncology, Albury Wodonga Regional Cancer Centre, Albury, NSW, Australia.

Mark Warren (M)

Department of Medical Oncology, Bendigo Health, Bendigo, VIC, Australia.

Narayan Karanth (N)

Division of Medicine, Alan Walker Cancer Centre, Darwin, NT, Australia.

Gavin Wright (G)

Department of Cardiothoracic Surgery, St Vincent's Hospital, Melbourne, VIC, Australia.

Scott Williams (S)

Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

Joshy George (J)

Department of Computational Sciences, The Jackson Laboratory, Farmington, Connecticut, USA.

Rodney J Hicks (RJ)

The St Vincent's Hospital Department of Medicine, University of Melbourne, Melbourne, VIC, Australia.

Alex Boussioutas (A)

Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Melbourne, VIC, Australia.

Anthony J Gill (AJ)

Cancer Diagnosis and Pathology Group, Kolling Institute of Medical, Research and Sydney Medical School, University of Sydney, Sydney, NSW, Australia.

Benjamin J Solomon (BJ)

Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

Huiling Xu (H)

Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

Andrew Fellowes (A)

Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

Stephen B Fox (SB)

Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.
Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia.

Penelope Schofield (P)

Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia.
Department of Psychology, and Iverson Health Innovation Research Institute, Swinburne University, Melbourne, VIC, Australia.
Behavioural Sciences Unit, Health Services Research and Implementation Sciences, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

David Bowtell (D)

Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia.
Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.

Linda Mileshkin (L)

Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.
Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia.

Richard W Tothill (RW)

Department of Clinical Pathology and Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia.
Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia.

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