Multiple imputation and clinico-serological models to predict human papillomavirus status in oropharyngeal carcinoma: An alternative when tissue is unavailable.


Journal

International journal of cancer
ISSN: 1097-0215
Titre abrégé: Int J Cancer
Pays: United States
ID NLM: 0042124

Informations de publication

Date de publication:
15 04 2020
Historique:
received: 16 10 2018
revised: 28 01 2019
accepted: 12 02 2019
pubmed: 4 7 2019
medline: 19 5 2020
entrez: 4 7 2019
Statut: ppublish

Résumé

In cancer epidemiological studies, determination of human papillomavirus (HPV) in oropharyngeal squamous cell carcinoma (OPSCC) typically depends on the availability of tumor tissue testing, and/or tumor tissue access. Identifying alternative methods for estimating HPV status can improve the quality of such studies when tissue is unavailable. We developed multiple predictive models for tumor HPV status and prognosis by combining both clinico-epidemiological variables and either serological multiplex assays of HPV or multiple imputation of HPV status (HPV

Identifiants

pubmed: 31269236
doi: 10.1002/ijc.32548
doi:

Substances chimiques

Antibodies, Viral 0
CDKN2A protein, human 0
Cyclin-Dependent Kinase Inhibitor p16 0
E6 protein, Human papillomavirus type 16 0
Oncogene Proteins, Viral 0
Repressor Proteins 0

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

2166-2174

Subventions

Organisme : NIDCR NIH HHS
ID : R01 DE025712
Pays : United States

Informations de copyright

© 2019 UICC.

Références

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Auteurs

Jianjun Ren (J)

Department of Otolaryngology - Head and Neck Surgery, and National Clinical Research Center for Geriatrics, West China Hospital, West China Medical School, Sichuan University, Chengdu, Sichuan, China.
Medical Biophysics, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada.

Wei Xu (W)

Department of Biostatistics, Princess Margaret Cancer Centre and Dalla Lana School of Public Health, Toronto, Ontario, Canada.

Jie Su (J)

Department of Biostatistics, Princess Margaret Cancer Centre and Dalla Lana School of Public Health, Toronto, Ontario, Canada.

Xue Ren (X)

Department of Economic Statistics, School of Statistics and Management, Shanghai University of Finance and Economics, Shanghai, China.

Dangxiao Cheng (D)

Medical Biophysics, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada.

Zhuo Chen (Z)

Medical Biophysics, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada.

Noemi Bender (N)

Infections and Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.

Maryam Mirshams (M)

Medical Biophysics, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada.

Steven Habbous (S)

Medical Biophysics, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada.

John R de Almeida (JR)

Department of Otolaryngology- Head and Neck Surgery, Princess Margaret Cancer Centre - University Health Network, University of Toronto, Toronto, Ontario, Canada.

Bayardo Perez-Ordonez (B)

Department of Laboratory Medicine and Pathology, University Health Network, University of Toronto, Toronto, Ontario, Canada.

David P Goldstein (DP)

Department of Otolaryngology- Head and Neck Surgery, Princess Margaret Cancer Centre - University Health Network, University of Toronto, Toronto, Ontario, Canada.

Jennifer R Wang (JR)

Department of Otolaryngology- Head and Neck Surgery, Princess Margaret Cancer Centre - University Health Network, University of Toronto, Toronto, Ontario, Canada.

Scott V Bratman (SV)

Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada.

Shao Hui Huang (SH)

Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada.

Raymond Jang (R)

Department of Medicine, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada.

Yu Zhao (Y)

Department of Otolaryngology - Head and Neck Surgery, and National Clinical Research Center for Geriatrics, West China Hospital, West China Medical School, Sichuan University, Chengdu, Sichuan, China.

Tim Waterboer (T)

Infections and Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.

Rayjean J Hung (RJ)

Prosserman Centre for Population Health Research, Lunenfeld Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada.
Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.

Geoffrey Liu (G)

Medical Biophysics, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Medicine, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada.
Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.

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