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Patterns and predictors of skin score change in early diffuse systemic sclerosis from the European Scleroderma Observational Study
OBJECTIVES: Our aim was to use the opportunity provided by the European Scleroderma Observational Study to (1) identify and describe those patients with early diffuse cutaneous systemic sclerosis (dcSSc) with progressive skin thickness, and (2) derive prediction models for progression over 12 months...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5890636/ https://www.ncbi.nlm.nih.gov/pubmed/29306872 http://dx.doi.org/10.1136/annrheumdis-2017-211912 |
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author | Herrick, Ariane L Peytrignet, Sebastien Lunt, Mark Pan, Xiaoyan Hesselstrand, Roger Mouthon, Luc Silman, Alan J Dinsdale, Graham Brown, Edith Czirják, László Distler, Jörg H W Distler, Oliver Fligelstone, Kim Gregory, William J Ochiel, Rachel Vonk, Madelon C Ancuţa, Codrina Ong, Voon H Farge, Dominique Hudson, Marie Matucci-Cerinic, Marco Balbir-Gurman, Alexandra Midtvedt, Øyvind Jobanputra, Paresh Jordan, Alison C Stevens, Wendy Moinzadeh, Pia Hall, Frances C Agard, Christian Anderson, Marina E Diot, Elisabeth Madhok, Rajan Akil, Mohammed Buch, Maya H Chung, Lorinda Damjanov, Nemanja S Gunawardena, Harsha Lanyon, Peter Ahmad, Yasmeen Chakravarty, Kuntal Jacobsen, Søren MacGregor, Alexander J McHugh, Neil Müller-Ladner, Ulf Riemekasten, Gabriela Becker, Michael Roddy, Janet Carreira, Patricia E Fauchais, Anne Laure Hachulla, Eric Hamilton, Jennifer İnanç, Murat McLaren, John S van Laar, Jacob M Pathare, Sanjay Proudman, Susanna M Rudin, Anna Sahhar, Joanne Coppere, Brigitte Serratrice, Christine Sheeran, Tom Veale, Douglas J Grange, Claire Trad, Georges-Selim Denton, Christopher P |
author_facet | Herrick, Ariane L Peytrignet, Sebastien Lunt, Mark Pan, Xiaoyan Hesselstrand, Roger Mouthon, Luc Silman, Alan J Dinsdale, Graham Brown, Edith Czirják, László Distler, Jörg H W Distler, Oliver Fligelstone, Kim Gregory, William J Ochiel, Rachel Vonk, Madelon C Ancuţa, Codrina Ong, Voon H Farge, Dominique Hudson, Marie Matucci-Cerinic, Marco Balbir-Gurman, Alexandra Midtvedt, Øyvind Jobanputra, Paresh Jordan, Alison C Stevens, Wendy Moinzadeh, Pia Hall, Frances C Agard, Christian Anderson, Marina E Diot, Elisabeth Madhok, Rajan Akil, Mohammed Buch, Maya H Chung, Lorinda Damjanov, Nemanja S Gunawardena, Harsha Lanyon, Peter Ahmad, Yasmeen Chakravarty, Kuntal Jacobsen, Søren MacGregor, Alexander J McHugh, Neil Müller-Ladner, Ulf Riemekasten, Gabriela Becker, Michael Roddy, Janet Carreira, Patricia E Fauchais, Anne Laure Hachulla, Eric Hamilton, Jennifer İnanç, Murat McLaren, John S van Laar, Jacob M Pathare, Sanjay Proudman, Susanna M Rudin, Anna Sahhar, Joanne Coppere, Brigitte Serratrice, Christine Sheeran, Tom Veale, Douglas J Grange, Claire Trad, Georges-Selim Denton, Christopher P |
author_sort | Herrick, Ariane L |
collection | PubMed |
description | OBJECTIVES: Our aim was to use the opportunity provided by the European Scleroderma Observational Study to (1) identify and describe those patients with early diffuse cutaneous systemic sclerosis (dcSSc) with progressive skin thickness, and (2) derive prediction models for progression over 12 months, to inform future randomised controlled trials (RCTs). METHODS: The modified Rodnan skin score (mRSS) was recorded every 3 months in 326 patients. ‘Progressors’ were defined as those experiencing a 5-unit and 25% increase in mRSS score over 12 months (±3 months). Logistic models were fitted to predict progression and, using receiver operating characteristic (ROC) curves, were compared on the basis of the area under curve (AUC), accuracy and positive predictive value (PPV). RESULTS: 66 patients (22.5%) progressed, 227 (77.5%) did not (33 could not have their status assessed due to insufficient data). Progressors had shorter disease duration (median 8.1 vs 12.6 months, P=0.001) and lower mRSS (median 19 vs 21 units, P=0.030) than non-progressors. Skin score was highest, and peaked earliest, in the anti-RNA polymerase III (Pol3+) subgroup (n=50). A first predictive model (including mRSS, duration of skin thickening and their interaction) had an accuracy of 60.9%, AUC of 0.666 and PPV of 33.8%. By adding a variable for Pol3 positivity, the model reached an accuracy of 71%, AUC of 0.711 and PPV of 41%. CONCLUSIONS: Two prediction models for progressive skin thickening were derived, for use both in clinical practice and for cohort enrichment in RCTs. These models will inform recruitment into the many clinical trials of dcSSc projected for the coming years. TRIAL REGISTRATION NUMBER: NCT02339441. |
format | Online Article Text |
id | pubmed-5890636 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-58906362018-04-16 Patterns and predictors of skin score change in early diffuse systemic sclerosis from the European Scleroderma Observational Study Herrick, Ariane L Peytrignet, Sebastien Lunt, Mark Pan, Xiaoyan Hesselstrand, Roger Mouthon, Luc Silman, Alan J Dinsdale, Graham Brown, Edith Czirják, László Distler, Jörg H W Distler, Oliver Fligelstone, Kim Gregory, William J Ochiel, Rachel Vonk, Madelon C Ancuţa, Codrina Ong, Voon H Farge, Dominique Hudson, Marie Matucci-Cerinic, Marco Balbir-Gurman, Alexandra Midtvedt, Øyvind Jobanputra, Paresh Jordan, Alison C Stevens, Wendy Moinzadeh, Pia Hall, Frances C Agard, Christian Anderson, Marina E Diot, Elisabeth Madhok, Rajan Akil, Mohammed Buch, Maya H Chung, Lorinda Damjanov, Nemanja S Gunawardena, Harsha Lanyon, Peter Ahmad, Yasmeen Chakravarty, Kuntal Jacobsen, Søren MacGregor, Alexander J McHugh, Neil Müller-Ladner, Ulf Riemekasten, Gabriela Becker, Michael Roddy, Janet Carreira, Patricia E Fauchais, Anne Laure Hachulla, Eric Hamilton, Jennifer İnanç, Murat McLaren, John S van Laar, Jacob M Pathare, Sanjay Proudman, Susanna M Rudin, Anna Sahhar, Joanne Coppere, Brigitte Serratrice, Christine Sheeran, Tom Veale, Douglas J Grange, Claire Trad, Georges-Selim Denton, Christopher P Ann Rheum Dis Clinical and Epidemiological Research OBJECTIVES: Our aim was to use the opportunity provided by the European Scleroderma Observational Study to (1) identify and describe those patients with early diffuse cutaneous systemic sclerosis (dcSSc) with progressive skin thickness, and (2) derive prediction models for progression over 12 months, to inform future randomised controlled trials (RCTs). METHODS: The modified Rodnan skin score (mRSS) was recorded every 3 months in 326 patients. ‘Progressors’ were defined as those experiencing a 5-unit and 25% increase in mRSS score over 12 months (±3 months). Logistic models were fitted to predict progression and, using receiver operating characteristic (ROC) curves, were compared on the basis of the area under curve (AUC), accuracy and positive predictive value (PPV). RESULTS: 66 patients (22.5%) progressed, 227 (77.5%) did not (33 could not have their status assessed due to insufficient data). Progressors had shorter disease duration (median 8.1 vs 12.6 months, P=0.001) and lower mRSS (median 19 vs 21 units, P=0.030) than non-progressors. Skin score was highest, and peaked earliest, in the anti-RNA polymerase III (Pol3+) subgroup (n=50). A first predictive model (including mRSS, duration of skin thickening and their interaction) had an accuracy of 60.9%, AUC of 0.666 and PPV of 33.8%. By adding a variable for Pol3 positivity, the model reached an accuracy of 71%, AUC of 0.711 and PPV of 41%. CONCLUSIONS: Two prediction models for progressive skin thickening were derived, for use both in clinical practice and for cohort enrichment in RCTs. These models will inform recruitment into the many clinical trials of dcSSc projected for the coming years. TRIAL REGISTRATION NUMBER: NCT02339441. BMJ Publishing Group 2018-04 2018-01-06 /pmc/articles/PMC5890636/ /pubmed/29306872 http://dx.doi.org/10.1136/annrheumdis-2017-211912 Text en © Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2018. All rights reserved. No commercial use is permitted unless otherwise expressly granted. This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ |
spellingShingle | Clinical and Epidemiological Research Herrick, Ariane L Peytrignet, Sebastien Lunt, Mark Pan, Xiaoyan Hesselstrand, Roger Mouthon, Luc Silman, Alan J Dinsdale, Graham Brown, Edith Czirják, László Distler, Jörg H W Distler, Oliver Fligelstone, Kim Gregory, William J Ochiel, Rachel Vonk, Madelon C Ancuţa, Codrina Ong, Voon H Farge, Dominique Hudson, Marie Matucci-Cerinic, Marco Balbir-Gurman, Alexandra Midtvedt, Øyvind Jobanputra, Paresh Jordan, Alison C Stevens, Wendy Moinzadeh, Pia Hall, Frances C Agard, Christian Anderson, Marina E Diot, Elisabeth Madhok, Rajan Akil, Mohammed Buch, Maya H Chung, Lorinda Damjanov, Nemanja S Gunawardena, Harsha Lanyon, Peter Ahmad, Yasmeen Chakravarty, Kuntal Jacobsen, Søren MacGregor, Alexander J McHugh, Neil Müller-Ladner, Ulf Riemekasten, Gabriela Becker, Michael Roddy, Janet Carreira, Patricia E Fauchais, Anne Laure Hachulla, Eric Hamilton, Jennifer İnanç, Murat McLaren, John S van Laar, Jacob M Pathare, Sanjay Proudman, Susanna M Rudin, Anna Sahhar, Joanne Coppere, Brigitte Serratrice, Christine Sheeran, Tom Veale, Douglas J Grange, Claire Trad, Georges-Selim Denton, Christopher P Patterns and predictors of skin score change in early diffuse systemic sclerosis from the European Scleroderma Observational Study |
title | Patterns and predictors of skin score change in early diffuse systemic sclerosis from the European Scleroderma Observational Study |
title_full | Patterns and predictors of skin score change in early diffuse systemic sclerosis from the European Scleroderma Observational Study |
title_fullStr | Patterns and predictors of skin score change in early diffuse systemic sclerosis from the European Scleroderma Observational Study |
title_full_unstemmed | Patterns and predictors of skin score change in early diffuse systemic sclerosis from the European Scleroderma Observational Study |
title_short | Patterns and predictors of skin score change in early diffuse systemic sclerosis from the European Scleroderma Observational Study |
title_sort | patterns and predictors of skin score change in early diffuse systemic sclerosis from the european scleroderma observational study |
topic | Clinical and Epidemiological Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5890636/ https://www.ncbi.nlm.nih.gov/pubmed/29306872 http://dx.doi.org/10.1136/annrheumdis-2017-211912 |
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