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Age at diagnosis, but not HPV type, is strongly associated with clinical course in recurrent respiratory papillomatosis
BACKGROUND: Recurrent Respiratory Papillomatosis (RRP) is a rare disease characterized by the growth of papillomas in the airway and especially the larynx. The clinical course is highly variable among individuals and there is poor understanding of the factors that drive an aggressive vs an indolent...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6563955/ https://www.ncbi.nlm.nih.gov/pubmed/31194767 http://dx.doi.org/10.1371/journal.pone.0216697 |
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author | Buchinsky, Farrel J. Valentino, William L. Ruszkay, Nicole Powell, Evan Derkay, Craig S. Seedat, Riaz Y. Uloza, Virgilijus Dikkers, Frederik G. Tunkel, David E. Choi, Sukgi S. Mortelliti, Anthony J. Campisi, Paolo Ospina, Juan C. Donne, Adam J. Sataloff, Robert T. Conley, Stephen F. McClay, John E. Friedman, Ellen M. Elden, Lisa Tylor, Dale A. Rosen, Clark A. Smith, Libby J. Copley, Graeme J. Karas, David E. Schweinfurth, John M. Myer, Charles M. Wiatrak, Brian J. Dohar, Joseph E. Sobol, Steven E. Bastian, Robert W. Smith, Richard J. H. Smith, Marshall E. Wassie, Abebe M. Post, James C. Ehrlich, Garth D. |
author_facet | Buchinsky, Farrel J. Valentino, William L. Ruszkay, Nicole Powell, Evan Derkay, Craig S. Seedat, Riaz Y. Uloza, Virgilijus Dikkers, Frederik G. Tunkel, David E. Choi, Sukgi S. Mortelliti, Anthony J. Campisi, Paolo Ospina, Juan C. Donne, Adam J. Sataloff, Robert T. Conley, Stephen F. McClay, John E. Friedman, Ellen M. Elden, Lisa Tylor, Dale A. Rosen, Clark A. Smith, Libby J. Copley, Graeme J. Karas, David E. Schweinfurth, John M. Myer, Charles M. Wiatrak, Brian J. Dohar, Joseph E. Sobol, Steven E. Bastian, Robert W. Smith, Richard J. H. Smith, Marshall E. Wassie, Abebe M. Post, James C. Ehrlich, Garth D. |
author_sort | Buchinsky, Farrel J. |
collection | PubMed |
description | BACKGROUND: Recurrent Respiratory Papillomatosis (RRP) is a rare disease characterized by the growth of papillomas in the airway and especially the larynx. The clinical course is highly variable among individuals and there is poor understanding of the factors that drive an aggressive vs an indolent course. METHODS: A convenience cohort of 339 affected subjects with papillomas positive for only HPV6 or HPV11 and clinical course data available for 1 year or more, from a large multicenter international study were included. Exploratory data analysis was conducted followed by inferential analyses with frequentist and Bayesian statistics. RESULTS: We examined 339 subjects: 82% were diagnosed prior to the age of 18 years, 65% were infected with HPV6, and 69% had an aggressive clinical course. When comparing age at diagnosis with clinical course, the probability of aggressiveness is high for children under five years of age then drops rapidly. For patients diagnosed after the age of 10 years, an indolent course is more common. After accounting for confounding between HPV11 and young age, HPV type was minimally associated with aggressiveness. Fast and Frugal Trees (FFTs) were utilized to determine which algorithms yield the highest accuracy to classify patients as having an indolent or aggressive clinical course and consistently created a branch for diagnostic age at ~5 years old. There was no reliable strong association between clinical course and socioeconomic or parental factors. CONCLUSION: In the largest cohort of its type, we have identified a critical age at diagnosis which demarcates a more aggressive from less aggressive clinical course. |
format | Online Article Text |
id | pubmed-6563955 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-65639552019-06-20 Age at diagnosis, but not HPV type, is strongly associated with clinical course in recurrent respiratory papillomatosis Buchinsky, Farrel J. Valentino, William L. Ruszkay, Nicole Powell, Evan Derkay, Craig S. Seedat, Riaz Y. Uloza, Virgilijus Dikkers, Frederik G. Tunkel, David E. Choi, Sukgi S. Mortelliti, Anthony J. Campisi, Paolo Ospina, Juan C. Donne, Adam J. Sataloff, Robert T. Conley, Stephen F. McClay, John E. Friedman, Ellen M. Elden, Lisa Tylor, Dale A. Rosen, Clark A. Smith, Libby J. Copley, Graeme J. Karas, David E. Schweinfurth, John M. Myer, Charles M. Wiatrak, Brian J. Dohar, Joseph E. Sobol, Steven E. Bastian, Robert W. Smith, Richard J. H. Smith, Marshall E. Wassie, Abebe M. Post, James C. Ehrlich, Garth D. PLoS One Research Article BACKGROUND: Recurrent Respiratory Papillomatosis (RRP) is a rare disease characterized by the growth of papillomas in the airway and especially the larynx. The clinical course is highly variable among individuals and there is poor understanding of the factors that drive an aggressive vs an indolent course. METHODS: A convenience cohort of 339 affected subjects with papillomas positive for only HPV6 or HPV11 and clinical course data available for 1 year or more, from a large multicenter international study were included. Exploratory data analysis was conducted followed by inferential analyses with frequentist and Bayesian statistics. RESULTS: We examined 339 subjects: 82% were diagnosed prior to the age of 18 years, 65% were infected with HPV6, and 69% had an aggressive clinical course. When comparing age at diagnosis with clinical course, the probability of aggressiveness is high for children under five years of age then drops rapidly. For patients diagnosed after the age of 10 years, an indolent course is more common. After accounting for confounding between HPV11 and young age, HPV type was minimally associated with aggressiveness. Fast and Frugal Trees (FFTs) were utilized to determine which algorithms yield the highest accuracy to classify patients as having an indolent or aggressive clinical course and consistently created a branch for diagnostic age at ~5 years old. There was no reliable strong association between clinical course and socioeconomic or parental factors. CONCLUSION: In the largest cohort of its type, we have identified a critical age at diagnosis which demarcates a more aggressive from less aggressive clinical course. Public Library of Science 2019-06-13 /pmc/articles/PMC6563955/ /pubmed/31194767 http://dx.doi.org/10.1371/journal.pone.0216697 Text en © 2019 Buchinsky et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Buchinsky, Farrel J. Valentino, William L. Ruszkay, Nicole Powell, Evan Derkay, Craig S. Seedat, Riaz Y. Uloza, Virgilijus Dikkers, Frederik G. Tunkel, David E. Choi, Sukgi S. Mortelliti, Anthony J. Campisi, Paolo Ospina, Juan C. Donne, Adam J. Sataloff, Robert T. Conley, Stephen F. McClay, John E. Friedman, Ellen M. Elden, Lisa Tylor, Dale A. Rosen, Clark A. Smith, Libby J. Copley, Graeme J. Karas, David E. Schweinfurth, John M. Myer, Charles M. Wiatrak, Brian J. Dohar, Joseph E. Sobol, Steven E. Bastian, Robert W. Smith, Richard J. H. Smith, Marshall E. Wassie, Abebe M. Post, James C. Ehrlich, Garth D. Age at diagnosis, but not HPV type, is strongly associated with clinical course in recurrent respiratory papillomatosis |
title | Age at diagnosis, but not HPV type, is strongly associated with clinical course in recurrent respiratory papillomatosis |
title_full | Age at diagnosis, but not HPV type, is strongly associated with clinical course in recurrent respiratory papillomatosis |
title_fullStr | Age at diagnosis, but not HPV type, is strongly associated with clinical course in recurrent respiratory papillomatosis |
title_full_unstemmed | Age at diagnosis, but not HPV type, is strongly associated with clinical course in recurrent respiratory papillomatosis |
title_short | Age at diagnosis, but not HPV type, is strongly associated with clinical course in recurrent respiratory papillomatosis |
title_sort | age at diagnosis, but not hpv type, is strongly associated with clinical course in recurrent respiratory papillomatosis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6563955/ https://www.ncbi.nlm.nih.gov/pubmed/31194767 http://dx.doi.org/10.1371/journal.pone.0216697 |
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