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A novel Iowa–Mayo validated composite risk assessment tool for allogeneic stem cell transplantation survival outcome prediction
Allogeneic hematopoietic stem cell transplantation (HSCT) is a curative option for many hematologic conditions and is associated with considerable morbidity and mortality. Therefore, prognostic tools are essential to navigate the complex patient, disease, donor, and transplant characteristics that d...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8606004/ https://www.ncbi.nlm.nih.gov/pubmed/34802042 http://dx.doi.org/10.1038/s41408-021-00573-6 |
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author | Nadiminti, Kalyan Langer, Kimberly Shabbir, Ehsan Hefazi, Mehrdad Dozeman, Lindsay Jethava, Yogesh Loeffler, Bradley AlKhateeb, Hassan B. Litzow, Mark Patnaik, Mrinal Shah, Mithun Hogan, William Farooq, Umar Silverman, Margarida Mott, Sarah L. |
author_facet | Nadiminti, Kalyan Langer, Kimberly Shabbir, Ehsan Hefazi, Mehrdad Dozeman, Lindsay Jethava, Yogesh Loeffler, Bradley AlKhateeb, Hassan B. Litzow, Mark Patnaik, Mrinal Shah, Mithun Hogan, William Farooq, Umar Silverman, Margarida Mott, Sarah L. |
author_sort | Nadiminti, Kalyan |
collection | PubMed |
description | Allogeneic hematopoietic stem cell transplantation (HSCT) is a curative option for many hematologic conditions and is associated with considerable morbidity and mortality. Therefore, prognostic tools are essential to navigate the complex patient, disease, donor, and transplant characteristics that differentially influence outcomes. We developed a novel, comprehensive composite prognostic tool. Using a lasso-penalized Cox regression model (n = 273), performance status, HCT-CI, refined disease-risk index (rDRI), donor and recipient CMV status, and donor age were identified as predictors of disease-free survival (DFS). The results for overall survival (OS) were similar except for recipient CMV status not being included in the model. Models were validated in an external dataset (n = 378) and resulted in a c-statistic of 0.61 and 0.62 for DFS and OS, respectively. Importantly, this tool incorporates donor age as a variable, which has an important role in HSCT outcomes. This needs to be further studied in prospective models. An easy-to-use and a web-based nomogram can be accessed here: https://allohsctsurvivalcalc.iowa.uiowa.edu/. |
format | Online Article Text |
id | pubmed-8606004 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-86060042021-12-03 A novel Iowa–Mayo validated composite risk assessment tool for allogeneic stem cell transplantation survival outcome prediction Nadiminti, Kalyan Langer, Kimberly Shabbir, Ehsan Hefazi, Mehrdad Dozeman, Lindsay Jethava, Yogesh Loeffler, Bradley AlKhateeb, Hassan B. Litzow, Mark Patnaik, Mrinal Shah, Mithun Hogan, William Farooq, Umar Silverman, Margarida Mott, Sarah L. Blood Cancer J Article Allogeneic hematopoietic stem cell transplantation (HSCT) is a curative option for many hematologic conditions and is associated with considerable morbidity and mortality. Therefore, prognostic tools are essential to navigate the complex patient, disease, donor, and transplant characteristics that differentially influence outcomes. We developed a novel, comprehensive composite prognostic tool. Using a lasso-penalized Cox regression model (n = 273), performance status, HCT-CI, refined disease-risk index (rDRI), donor and recipient CMV status, and donor age were identified as predictors of disease-free survival (DFS). The results for overall survival (OS) were similar except for recipient CMV status not being included in the model. Models were validated in an external dataset (n = 378) and resulted in a c-statistic of 0.61 and 0.62 for DFS and OS, respectively. Importantly, this tool incorporates donor age as a variable, which has an important role in HSCT outcomes. This needs to be further studied in prospective models. An easy-to-use and a web-based nomogram can be accessed here: https://allohsctsurvivalcalc.iowa.uiowa.edu/. Nature Publishing Group UK 2021-11-20 /pmc/articles/PMC8606004/ /pubmed/34802042 http://dx.doi.org/10.1038/s41408-021-00573-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access 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 http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Nadiminti, Kalyan Langer, Kimberly Shabbir, Ehsan Hefazi, Mehrdad Dozeman, Lindsay Jethava, Yogesh Loeffler, Bradley AlKhateeb, Hassan B. Litzow, Mark Patnaik, Mrinal Shah, Mithun Hogan, William Farooq, Umar Silverman, Margarida Mott, Sarah L. A novel Iowa–Mayo validated composite risk assessment tool for allogeneic stem cell transplantation survival outcome prediction |
title | A novel Iowa–Mayo validated composite risk assessment tool for allogeneic stem cell transplantation survival outcome prediction |
title_full | A novel Iowa–Mayo validated composite risk assessment tool for allogeneic stem cell transplantation survival outcome prediction |
title_fullStr | A novel Iowa–Mayo validated composite risk assessment tool for allogeneic stem cell transplantation survival outcome prediction |
title_full_unstemmed | A novel Iowa–Mayo validated composite risk assessment tool for allogeneic stem cell transplantation survival outcome prediction |
title_short | A novel Iowa–Mayo validated composite risk assessment tool for allogeneic stem cell transplantation survival outcome prediction |
title_sort | novel iowa–mayo validated composite risk assessment tool for allogeneic stem cell transplantation survival outcome prediction |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8606004/ https://www.ncbi.nlm.nih.gov/pubmed/34802042 http://dx.doi.org/10.1038/s41408-021-00573-6 |
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