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Distinct metabolic profiles associated with autism spectrum disorder versus cancer in individuals with germline PTEN mutations

PTEN hamartoma tumor syndrome (PHTS), caused by germline PTEN mutations, has been associated with organ-specific cancers and autism spectrum disorder (ASD) and/or developmental delay (DD). Predicting precise clinical phenotypes in any one PHTS individual remains impossible. We conducted an untargete...

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Autores principales: Yehia, Lamis, Ni, Ying, Sadler, Tammy, Frazier, Thomas W., Eng, Charis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8894426/
https://www.ncbi.nlm.nih.gov/pubmed/35241692
http://dx.doi.org/10.1038/s41525-022-00289-x
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author Yehia, Lamis
Ni, Ying
Sadler, Tammy
Frazier, Thomas W.
Eng, Charis
author_facet Yehia, Lamis
Ni, Ying
Sadler, Tammy
Frazier, Thomas W.
Eng, Charis
author_sort Yehia, Lamis
collection PubMed
description PTEN hamartoma tumor syndrome (PHTS), caused by germline PTEN mutations, has been associated with organ-specific cancers and autism spectrum disorder (ASD) and/or developmental delay (DD). Predicting precise clinical phenotypes in any one PHTS individual remains impossible. We conducted an untargeted metabolomics study on an age- and sex-matched series of PHTS individuals with ASD/DD, cancer, or both phenotypes. Using agnostic metabolomic-analyses from patient-derived lymphoblastoid cells and their spent media, we found 52 differentially abundant individual metabolites, 69 cell/media metabolite ratios, and 327 pair-wise metabotype (shared metabolic phenotype) ratios clearly distinguishing PHTS individuals based on phenotype. Network analysis based on significant metabolites pointed to hubs converging on PTEN-related insulin, MAPK, AMPK, and mTOR signaling cascades. Internal cross-validation of significant metabolites showed optimal overall accuracy in distinguishing PHTS individuals with ASD/DD versus those with cancer. Such metabolomic markers may enable more accurate risk predictions and prevention in individual PHTS patients at highest risk.
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spelling pubmed-88944262022-03-08 Distinct metabolic profiles associated with autism spectrum disorder versus cancer in individuals with germline PTEN mutations Yehia, Lamis Ni, Ying Sadler, Tammy Frazier, Thomas W. Eng, Charis NPJ Genom Med Article PTEN hamartoma tumor syndrome (PHTS), caused by germline PTEN mutations, has been associated with organ-specific cancers and autism spectrum disorder (ASD) and/or developmental delay (DD). Predicting precise clinical phenotypes in any one PHTS individual remains impossible. We conducted an untargeted metabolomics study on an age- and sex-matched series of PHTS individuals with ASD/DD, cancer, or both phenotypes. Using agnostic metabolomic-analyses from patient-derived lymphoblastoid cells and their spent media, we found 52 differentially abundant individual metabolites, 69 cell/media metabolite ratios, and 327 pair-wise metabotype (shared metabolic phenotype) ratios clearly distinguishing PHTS individuals based on phenotype. Network analysis based on significant metabolites pointed to hubs converging on PTEN-related insulin, MAPK, AMPK, and mTOR signaling cascades. Internal cross-validation of significant metabolites showed optimal overall accuracy in distinguishing PHTS individuals with ASD/DD versus those with cancer. Such metabolomic markers may enable more accurate risk predictions and prevention in individual PHTS patients at highest risk. Nature Publishing Group UK 2022-03-03 /pmc/articles/PMC8894426/ /pubmed/35241692 http://dx.doi.org/10.1038/s41525-022-00289-x Text en © The Author(s) 2022 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
Yehia, Lamis
Ni, Ying
Sadler, Tammy
Frazier, Thomas W.
Eng, Charis
Distinct metabolic profiles associated with autism spectrum disorder versus cancer in individuals with germline PTEN mutations
title Distinct metabolic profiles associated with autism spectrum disorder versus cancer in individuals with germline PTEN mutations
title_full Distinct metabolic profiles associated with autism spectrum disorder versus cancer in individuals with germline PTEN mutations
title_fullStr Distinct metabolic profiles associated with autism spectrum disorder versus cancer in individuals with germline PTEN mutations
title_full_unstemmed Distinct metabolic profiles associated with autism spectrum disorder versus cancer in individuals with germline PTEN mutations
title_short Distinct metabolic profiles associated with autism spectrum disorder versus cancer in individuals with germline PTEN mutations
title_sort distinct metabolic profiles associated with autism spectrum disorder versus cancer in individuals with germline pten mutations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8894426/
https://www.ncbi.nlm.nih.gov/pubmed/35241692
http://dx.doi.org/10.1038/s41525-022-00289-x
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