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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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/.
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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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