Cargando…

Evaluation of screening for nasopharyngeal carcinoma: trial design using Markov chain models

In this paper, we develop a Markov chain model to estimate parameters pertaining to the natural history of nasopharyngeal carcinoma (NPC). The model is of progression from no disease to Epstein–Barr virus (EBV) infection, preclinical screen-detectable tumour and clinical tumour. We derive tentative...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, H H, Prevost, T C, Duffy, S W
Formato: Texto
Lenguaje:English
Publicado: Nature Publishing Group 1999
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2362802/
https://www.ncbi.nlm.nih.gov/pubmed/10206310
http://dx.doi.org/10.1038/sj.bjc.6690301
_version_ 1782153544701313024
author Chen, H H
Prevost, T C
Duffy, S W
author_facet Chen, H H
Prevost, T C
Duffy, S W
author_sort Chen, H H
collection PubMed
description In this paper, we develop a Markov chain model to estimate parameters pertaining to the natural history of nasopharyngeal carcinoma (NPC). The model is of progression from no disease to Epstein–Barr virus (EBV) infection, preclinical screen-detectable tumour and clinical tumour. We derive tentative estimates of the parameters of the model, based on limited published data, to assess the efficacy of serum screening in conjunction with clinical assessment (indirect mirror examination for NPC), for example the average duration of the preclinical screen-detectable phase is estimated as 3.1 years. We further apply these parameters to a hypothetical screening trial in the Hong Kong population to assess the efficacy of serum screening with clinical assessment by different combinations of screening regime. Results suggest: (1) there is no substantial difference between 3-yearly and 6-yearly serum screening; and (2) within the same serum screening regime annual and 3-yearly clinical assessment can prevent 33% and 28% of deaths from NPC respectively. Prediction of deaths and surrogate end points can be used to estimate the required sample size and duration for designing a randomized trial of screening for NPC. Based on these findings and power projections, we suggest a design for a randomized trial in a high incidence area such as Hong Kong. © 1999 Cancer Research Campaign
format Text
id pubmed-2362802
institution National Center for Biotechnology Information
language English
publishDate 1999
publisher Nature Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-23628022009-09-10 Evaluation of screening for nasopharyngeal carcinoma: trial design using Markov chain models Chen, H H Prevost, T C Duffy, S W Br J Cancer Regular Article In this paper, we develop a Markov chain model to estimate parameters pertaining to the natural history of nasopharyngeal carcinoma (NPC). The model is of progression from no disease to Epstein–Barr virus (EBV) infection, preclinical screen-detectable tumour and clinical tumour. We derive tentative estimates of the parameters of the model, based on limited published data, to assess the efficacy of serum screening in conjunction with clinical assessment (indirect mirror examination for NPC), for example the average duration of the preclinical screen-detectable phase is estimated as 3.1 years. We further apply these parameters to a hypothetical screening trial in the Hong Kong population to assess the efficacy of serum screening with clinical assessment by different combinations of screening regime. Results suggest: (1) there is no substantial difference between 3-yearly and 6-yearly serum screening; and (2) within the same serum screening regime annual and 3-yearly clinical assessment can prevent 33% and 28% of deaths from NPC respectively. Prediction of deaths and surrogate end points can be used to estimate the required sample size and duration for designing a randomized trial of screening for NPC. Based on these findings and power projections, we suggest a design for a randomized trial in a high incidence area such as Hong Kong. © 1999 Cancer Research Campaign Nature Publishing Group 1999-04 /pmc/articles/PMC2362802/ /pubmed/10206310 http://dx.doi.org/10.1038/sj.bjc.6690301 Text en Copyright © 1999 Cancer Research Campaign https://creativecommons.org/licenses/by/4.0/This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material.If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit https://creativecommons.org/licenses/by/4.0/.
spellingShingle Regular Article
Chen, H H
Prevost, T C
Duffy, S W
Evaluation of screening for nasopharyngeal carcinoma: trial design using Markov chain models
title Evaluation of screening for nasopharyngeal carcinoma: trial design using Markov chain models
title_full Evaluation of screening for nasopharyngeal carcinoma: trial design using Markov chain models
title_fullStr Evaluation of screening for nasopharyngeal carcinoma: trial design using Markov chain models
title_full_unstemmed Evaluation of screening for nasopharyngeal carcinoma: trial design using Markov chain models
title_short Evaluation of screening for nasopharyngeal carcinoma: trial design using Markov chain models
title_sort evaluation of screening for nasopharyngeal carcinoma: trial design using markov chain models
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2362802/
https://www.ncbi.nlm.nih.gov/pubmed/10206310
http://dx.doi.org/10.1038/sj.bjc.6690301
work_keys_str_mv AT chenhh evaluationofscreeningfornasopharyngealcarcinomatrialdesignusingmarkovchainmodels
AT prevosttc evaluationofscreeningfornasopharyngealcarcinomatrialdesignusingmarkovchainmodels
AT duffysw evaluationofscreeningfornasopharyngealcarcinomatrialdesignusingmarkovchainmodels