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High ME1 Expression Is a Molecular Predictor of Post-Transplant Survival of Patients with Acute Myeloid Leukemia
SIMPLE SUMMARY: Acute myeloid leukemia (AML) is a blood cancer caused by genetic aberrations acquired by bone marrow progenitor cells, impeding healthy hematopoiesis. While AML is a heterogenous disease and variable parameters can impact AML prognosis, the options for treatments remain limited. The...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9818450/ https://www.ncbi.nlm.nih.gov/pubmed/36612292 http://dx.doi.org/10.3390/cancers15010296 |
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author | Ortiz Rojas, César Alexander Costa-Neto, Abel Pereira-Martins, Diego A. Le, Duy Minh Sternadt, Dominique Weinhäuser, Isabel Huls, Gerwin Schuringa, Jan Jacob Magalhães Rego, Eduardo |
author_facet | Ortiz Rojas, César Alexander Costa-Neto, Abel Pereira-Martins, Diego A. Le, Duy Minh Sternadt, Dominique Weinhäuser, Isabel Huls, Gerwin Schuringa, Jan Jacob Magalhães Rego, Eduardo |
author_sort | Ortiz Rojas, César Alexander |
collection | PubMed |
description | SIMPLE SUMMARY: Acute myeloid leukemia (AML) is a blood cancer caused by genetic aberrations acquired by bone marrow progenitor cells, impeding healthy hematopoiesis. While AML is a heterogenous disease and variable parameters can impact AML prognosis, the options for treatments remain limited. The first line of treatment continues to be chemotherapy, usually followed by a hematopoietic stem cell transplant (HSCT) obtained from a compatible healthy donor. Of those transplanted patients, only about 50–60% will be long-term survivors. Consequently, the identification of markers that may predict the resulting HSCT outcome is a medical need. To address this issue, we applied different mathematical models at diagnosis to the transcriptome of AML patients who were treated with standard chemotherapy and then subjected to HSCT, in order to uncover genes associated with the clinical outcome post-transplant. By doing so we identified the ME1 gene, whereby high expression of ME1 was associated with worse prognosis. Furthermore, ME1 expression was correlated with energetic processes related to oxidative phosphorylation. Our study reveals that ME1 is an important biomarker and a potential therapeutic target. ABSTRACT: Several laboratory and clinical variables have been reported to be associated with the outcome of intensive chemotherapy for acute myeloid leukemia (AML), but only a few have been tested in the context of hematopoietic stem cell transplant (HSCT). This study aimed to identify genes whose expression of AML at diagnosis were associated with survival after HSCT. For this purpose, three publicly available adult AML cohorts (TCGA, BeatAML, and HOVON), whose patients were treated with intensive chemotherapy and then subjected to allogeneic or autologous HSCT, were included in this study. After whole transcriptome analysis, we identified ME1 as the only gene whose high expression was associated with shorter survival in patients subjected to HSCT. In addition, the inclusion of ME1 expression was able to improve the European LeukemiaNet risk stratification. Pathways related to lipid biosynthesis, mainly fatty acids, and cholesterol were positively correlated with ME1 expression. Furthermore, ME1 expression was associated with an M2 macrophage-enriched microenvironment, mature AML blasts hierarchy, and oxidative phosphorylation metabolism. Therefore, ME1 expression can be used as biomarker of poor response to HSCT in AML. |
format | Online Article Text |
id | pubmed-9818450 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98184502023-01-07 High ME1 Expression Is a Molecular Predictor of Post-Transplant Survival of Patients with Acute Myeloid Leukemia Ortiz Rojas, César Alexander Costa-Neto, Abel Pereira-Martins, Diego A. Le, Duy Minh Sternadt, Dominique Weinhäuser, Isabel Huls, Gerwin Schuringa, Jan Jacob Magalhães Rego, Eduardo Cancers (Basel) Article SIMPLE SUMMARY: Acute myeloid leukemia (AML) is a blood cancer caused by genetic aberrations acquired by bone marrow progenitor cells, impeding healthy hematopoiesis. While AML is a heterogenous disease and variable parameters can impact AML prognosis, the options for treatments remain limited. The first line of treatment continues to be chemotherapy, usually followed by a hematopoietic stem cell transplant (HSCT) obtained from a compatible healthy donor. Of those transplanted patients, only about 50–60% will be long-term survivors. Consequently, the identification of markers that may predict the resulting HSCT outcome is a medical need. To address this issue, we applied different mathematical models at diagnosis to the transcriptome of AML patients who were treated with standard chemotherapy and then subjected to HSCT, in order to uncover genes associated with the clinical outcome post-transplant. By doing so we identified the ME1 gene, whereby high expression of ME1 was associated with worse prognosis. Furthermore, ME1 expression was correlated with energetic processes related to oxidative phosphorylation. Our study reveals that ME1 is an important biomarker and a potential therapeutic target. ABSTRACT: Several laboratory and clinical variables have been reported to be associated with the outcome of intensive chemotherapy for acute myeloid leukemia (AML), but only a few have been tested in the context of hematopoietic stem cell transplant (HSCT). This study aimed to identify genes whose expression of AML at diagnosis were associated with survival after HSCT. For this purpose, three publicly available adult AML cohorts (TCGA, BeatAML, and HOVON), whose patients were treated with intensive chemotherapy and then subjected to allogeneic or autologous HSCT, were included in this study. After whole transcriptome analysis, we identified ME1 as the only gene whose high expression was associated with shorter survival in patients subjected to HSCT. In addition, the inclusion of ME1 expression was able to improve the European LeukemiaNet risk stratification. Pathways related to lipid biosynthesis, mainly fatty acids, and cholesterol were positively correlated with ME1 expression. Furthermore, ME1 expression was associated with an M2 macrophage-enriched microenvironment, mature AML blasts hierarchy, and oxidative phosphorylation metabolism. Therefore, ME1 expression can be used as biomarker of poor response to HSCT in AML. MDPI 2022-12-31 /pmc/articles/PMC9818450/ /pubmed/36612292 http://dx.doi.org/10.3390/cancers15010296 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ortiz Rojas, César Alexander Costa-Neto, Abel Pereira-Martins, Diego A. Le, Duy Minh Sternadt, Dominique Weinhäuser, Isabel Huls, Gerwin Schuringa, Jan Jacob Magalhães Rego, Eduardo High ME1 Expression Is a Molecular Predictor of Post-Transplant Survival of Patients with Acute Myeloid Leukemia |
title | High ME1 Expression Is a Molecular Predictor of Post-Transplant Survival of Patients with Acute Myeloid Leukemia |
title_full | High ME1 Expression Is a Molecular Predictor of Post-Transplant Survival of Patients with Acute Myeloid Leukemia |
title_fullStr | High ME1 Expression Is a Molecular Predictor of Post-Transplant Survival of Patients with Acute Myeloid Leukemia |
title_full_unstemmed | High ME1 Expression Is a Molecular Predictor of Post-Transplant Survival of Patients with Acute Myeloid Leukemia |
title_short | High ME1 Expression Is a Molecular Predictor of Post-Transplant Survival of Patients with Acute Myeloid Leukemia |
title_sort | high me1 expression is a molecular predictor of post-transplant survival of patients with acute myeloid leukemia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9818450/ https://www.ncbi.nlm.nih.gov/pubmed/36612292 http://dx.doi.org/10.3390/cancers15010296 |
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