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Transcriptomic metaanalyses of autistic brains reveals shared gene expression and biological pathway abnormalities with cancer
BACKGROUND: Epidemiological and clinical evidence points to cancer as a comorbidity in people with autism spectrum disorders (ASD). A significant overlap of genes and biological processes between both diseases has also been reported. METHODS: Here, for the first time, we compared the gene expression...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6454734/ https://www.ncbi.nlm.nih.gov/pubmed/31007884 http://dx.doi.org/10.1186/s13229-019-0262-8 |
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author | Forés-Martos, Jaume Catalá-López, Ferrán Sánchez-Valle, Jon Ibáñez, Kristina Tejero, Héctor Palma-Gudiel, Helena Climent, Joan Pancaldi, Vera Fañanás, Lourdes Arango, Celso Parellada, Mara Baudot, Anaïs Vogt, Daniel Rubenstein, John L. Valencia, Alfonso Tabarés-Seisdedos, Rafael |
author_facet | Forés-Martos, Jaume Catalá-López, Ferrán Sánchez-Valle, Jon Ibáñez, Kristina Tejero, Héctor Palma-Gudiel, Helena Climent, Joan Pancaldi, Vera Fañanás, Lourdes Arango, Celso Parellada, Mara Baudot, Anaïs Vogt, Daniel Rubenstein, John L. Valencia, Alfonso Tabarés-Seisdedos, Rafael |
author_sort | Forés-Martos, Jaume |
collection | PubMed |
description | BACKGROUND: Epidemiological and clinical evidence points to cancer as a comorbidity in people with autism spectrum disorders (ASD). A significant overlap of genes and biological processes between both diseases has also been reported. METHODS: Here, for the first time, we compared the gene expression profiles of ASD frontal cortex tissues and 22 cancer types obtained by differential expression meta-analysis and report gene, pathway, and drug set-based overlaps between them. RESULTS: Four cancer types (brain, thyroid, kidney, and pancreatic cancers) presented a significant overlap in gene expression deregulations in the same direction as ASD whereas two cancer types (lung and prostate cancers) showed differential expression profiles significantly deregulated in the opposite direction from ASD. Functional enrichment and LINCS L1000 based drug set enrichment analyses revealed the implication of several biological processes and pathways that were affected jointly in both diseases, including impairments of the immune system, and impairments in oxidative phosphorylation and ATP synthesis among others. Our data also suggest that brain and kidney cancer have patterns of transcriptomic dysregulation in the PI3K/AKT/MTOR axis that are similar to those found in ASD. CONCLUSIONS: Comparisons of ASD and cancer differential gene expression meta-analysis results suggest that brain, kidney, thyroid, and pancreatic cancers are candidates for direct comorbid associations with ASD. On the other hand, lung and prostate cancers are candidates for inverse comorbid associations with ASD. Joint perturbations in a set of specific biological processes underlie these associations which include several pathways previously implicated in both cancer and ASD encompassing immune system alterations, impairments of energy metabolism, cell cycle, and signaling through PI3K and G protein-coupled receptors among others. These findings could help to explain epidemiological observations pointing towards direct and inverse comorbid associations between ASD and specific cancer types and depict a complex scenario regarding the molecular patterns of association between ASD and cancer. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13229-019-0262-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6454734 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-64547342019-04-19 Transcriptomic metaanalyses of autistic brains reveals shared gene expression and biological pathway abnormalities with cancer Forés-Martos, Jaume Catalá-López, Ferrán Sánchez-Valle, Jon Ibáñez, Kristina Tejero, Héctor Palma-Gudiel, Helena Climent, Joan Pancaldi, Vera Fañanás, Lourdes Arango, Celso Parellada, Mara Baudot, Anaïs Vogt, Daniel Rubenstein, John L. Valencia, Alfonso Tabarés-Seisdedos, Rafael Mol Autism Research BACKGROUND: Epidemiological and clinical evidence points to cancer as a comorbidity in people with autism spectrum disorders (ASD). A significant overlap of genes and biological processes between both diseases has also been reported. METHODS: Here, for the first time, we compared the gene expression profiles of ASD frontal cortex tissues and 22 cancer types obtained by differential expression meta-analysis and report gene, pathway, and drug set-based overlaps between them. RESULTS: Four cancer types (brain, thyroid, kidney, and pancreatic cancers) presented a significant overlap in gene expression deregulations in the same direction as ASD whereas two cancer types (lung and prostate cancers) showed differential expression profiles significantly deregulated in the opposite direction from ASD. Functional enrichment and LINCS L1000 based drug set enrichment analyses revealed the implication of several biological processes and pathways that were affected jointly in both diseases, including impairments of the immune system, and impairments in oxidative phosphorylation and ATP synthesis among others. Our data also suggest that brain and kidney cancer have patterns of transcriptomic dysregulation in the PI3K/AKT/MTOR axis that are similar to those found in ASD. CONCLUSIONS: Comparisons of ASD and cancer differential gene expression meta-analysis results suggest that brain, kidney, thyroid, and pancreatic cancers are candidates for direct comorbid associations with ASD. On the other hand, lung and prostate cancers are candidates for inverse comorbid associations with ASD. Joint perturbations in a set of specific biological processes underlie these associations which include several pathways previously implicated in both cancer and ASD encompassing immune system alterations, impairments of energy metabolism, cell cycle, and signaling through PI3K and G protein-coupled receptors among others. These findings could help to explain epidemiological observations pointing towards direct and inverse comorbid associations between ASD and specific cancer types and depict a complex scenario regarding the molecular patterns of association between ASD and cancer. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13229-019-0262-8) contains supplementary material, which is available to authorized users. BioMed Central 2019-04-08 /pmc/articles/PMC6454734/ /pubmed/31007884 http://dx.doi.org/10.1186/s13229-019-0262-8 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Forés-Martos, Jaume Catalá-López, Ferrán Sánchez-Valle, Jon Ibáñez, Kristina Tejero, Héctor Palma-Gudiel, Helena Climent, Joan Pancaldi, Vera Fañanás, Lourdes Arango, Celso Parellada, Mara Baudot, Anaïs Vogt, Daniel Rubenstein, John L. Valencia, Alfonso Tabarés-Seisdedos, Rafael Transcriptomic metaanalyses of autistic brains reveals shared gene expression and biological pathway abnormalities with cancer |
title | Transcriptomic metaanalyses of autistic brains reveals shared gene expression and biological pathway abnormalities with cancer |
title_full | Transcriptomic metaanalyses of autistic brains reveals shared gene expression and biological pathway abnormalities with cancer |
title_fullStr | Transcriptomic metaanalyses of autistic brains reveals shared gene expression and biological pathway abnormalities with cancer |
title_full_unstemmed | Transcriptomic metaanalyses of autistic brains reveals shared gene expression and biological pathway abnormalities with cancer |
title_short | Transcriptomic metaanalyses of autistic brains reveals shared gene expression and biological pathway abnormalities with cancer |
title_sort | transcriptomic metaanalyses of autistic brains reveals shared gene expression and biological pathway abnormalities with cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6454734/ https://www.ncbi.nlm.nih.gov/pubmed/31007884 http://dx.doi.org/10.1186/s13229-019-0262-8 |
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