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Combining Survival and Toxicity Effect Sizes from Clinical Trials: NCCTG 89-20-52 (Alliance)
BACKGROUND: How can a clinician and patient incorporate survival and toxicity information into a single expression of comparative treatment benefit? Sloan et al. recently extended the ½ standard deviation concept for judging the clinical importance of findings from clinical trials to survival and tu...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6686677/ https://www.ncbi.nlm.nih.gov/pubmed/31396297 http://dx.doi.org/10.6000/1929-6029.2018.07.04.4 |
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author | Major-Elechi, Brittny T. Novotny, Paul J. Singh, Jasvinder A. Bonner, James A. Dueck, Amylou C. Sargent, Daniel J. Grothey, Axel Sloan, Jeff A. |
author_facet | Major-Elechi, Brittny T. Novotny, Paul J. Singh, Jasvinder A. Bonner, James A. Dueck, Amylou C. Sargent, Daniel J. Grothey, Axel Sloan, Jeff A. |
author_sort | Major-Elechi, Brittny T. |
collection | PubMed |
description | BACKGROUND: How can a clinician and patient incorporate survival and toxicity information into a single expression of comparative treatment benefit? Sloan et al. recently extended the ½ standard deviation concept for judging the clinical importance of findings from clinical trials to survival and tumor response endpoints. A new method using this approach to combine survival and toxicity effect sizes from clinical trials into a quality-adjusted effect size is presented. METHODS: The quality-adjusted survival effect size (QASES) is calculated as survival effect size (ESS) minus the calibrated toxicity effect sizes (EST) (QASES=ESS-EST). This combined effect size can be weighted to adjust for the relative emphasis placed by the patient on survival and toxicity effects. RESULTS: As an example, consider clinical trial NCCTG 89–20-52 which randomized patients to once-daily thoracic radiotherapy (ODTRT) versus twice-daily treatment of thoracic radiotherapy (TDRT) for the treatment of lung cancer. The ODTRT vs. TDRT arms had median survival time of 22 vs. 20 months (p=0.49) and toxicity rate of 39% vs. 54%, (p<0.05). The QASES of 0.18 standard deviations translates to a quality-adjusted survival difference of 5.7 months advantage for the ODRT arm over the TDRT treatment arm (22(16.3) months), p<0.05). Similar results are presented for the four possible case combinations of significant/non-significant survival and toxicity benefits using completed clinical trials. CONCLUSIONS: We used a novel approach to re-analyze clinical trial data to produce a single estimate for each treatment that combines survival and toxicity data. The QASES approach is an intuitive and mathematically simple yet robust approach. |
format | Online Article Text |
id | pubmed-6686677 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
record_format | MEDLINE/PubMed |
spelling | pubmed-66866772019-08-08 Combining Survival and Toxicity Effect Sizes from Clinical Trials: NCCTG 89-20-52 (Alliance) Major-Elechi, Brittny T. Novotny, Paul J. Singh, Jasvinder A. Bonner, James A. Dueck, Amylou C. Sargent, Daniel J. Grothey, Axel Sloan, Jeff A. Int J Stat Med Res Article BACKGROUND: How can a clinician and patient incorporate survival and toxicity information into a single expression of comparative treatment benefit? Sloan et al. recently extended the ½ standard deviation concept for judging the clinical importance of findings from clinical trials to survival and tumor response endpoints. A new method using this approach to combine survival and toxicity effect sizes from clinical trials into a quality-adjusted effect size is presented. METHODS: The quality-adjusted survival effect size (QASES) is calculated as survival effect size (ESS) minus the calibrated toxicity effect sizes (EST) (QASES=ESS-EST). This combined effect size can be weighted to adjust for the relative emphasis placed by the patient on survival and toxicity effects. RESULTS: As an example, consider clinical trial NCCTG 89–20-52 which randomized patients to once-daily thoracic radiotherapy (ODTRT) versus twice-daily treatment of thoracic radiotherapy (TDRT) for the treatment of lung cancer. The ODTRT vs. TDRT arms had median survival time of 22 vs. 20 months (p=0.49) and toxicity rate of 39% vs. 54%, (p<0.05). The QASES of 0.18 standard deviations translates to a quality-adjusted survival difference of 5.7 months advantage for the ODRT arm over the TDRT treatment arm (22(16.3) months), p<0.05). Similar results are presented for the four possible case combinations of significant/non-significant survival and toxicity benefits using completed clinical trials. CONCLUSIONS: We used a novel approach to re-analyze clinical trial data to produce a single estimate for each treatment that combines survival and toxicity data. The QASES approach is an intuitive and mathematically simple yet robust approach. 2018-11-16 2018 /pmc/articles/PMC6686677/ /pubmed/31396297 http://dx.doi.org/10.6000/1929-6029.2018.07.04.4 Text en This is an open access article licensed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/) which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited. |
spellingShingle | Article Major-Elechi, Brittny T. Novotny, Paul J. Singh, Jasvinder A. Bonner, James A. Dueck, Amylou C. Sargent, Daniel J. Grothey, Axel Sloan, Jeff A. Combining Survival and Toxicity Effect Sizes from Clinical Trials: NCCTG 89-20-52 (Alliance) |
title | Combining Survival and Toxicity Effect Sizes from Clinical Trials: NCCTG 89-20-52 (Alliance) |
title_full | Combining Survival and Toxicity Effect Sizes from Clinical Trials: NCCTG 89-20-52 (Alliance) |
title_fullStr | Combining Survival and Toxicity Effect Sizes from Clinical Trials: NCCTG 89-20-52 (Alliance) |
title_full_unstemmed | Combining Survival and Toxicity Effect Sizes from Clinical Trials: NCCTG 89-20-52 (Alliance) |
title_short | Combining Survival and Toxicity Effect Sizes from Clinical Trials: NCCTG 89-20-52 (Alliance) |
title_sort | combining survival and toxicity effect sizes from clinical trials: ncctg 89-20-52 (alliance) |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6686677/ https://www.ncbi.nlm.nih.gov/pubmed/31396297 http://dx.doi.org/10.6000/1929-6029.2018.07.04.4 |
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