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Neurodevelopmental disorders and cancer networks share pathways, but differ in mechanisms, signaling strength, and outcome

Epidemiological studies suggest that individuals with neurodevelopmental disorders (NDDs) are more prone to develop certain types of cancer. Notably, however, the case statistics can be impacted by late discovery of cancer in individuals afflicted with NDDs, such as intellectual disorders, autism, a...

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Autores principales: Yavuz, Bengi Ruken, Arici, M. Kaan, Demirel, Habibe Cansu, Tsai, Chung-Jung, Jang, Hyunbum, Nussinov, Ruth, Tuncbag, Nurcan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625621/
https://www.ncbi.nlm.nih.gov/pubmed/37925498
http://dx.doi.org/10.1038/s41525-023-00377-6
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author Yavuz, Bengi Ruken
Arici, M. Kaan
Demirel, Habibe Cansu
Tsai, Chung-Jung
Jang, Hyunbum
Nussinov, Ruth
Tuncbag, Nurcan
author_facet Yavuz, Bengi Ruken
Arici, M. Kaan
Demirel, Habibe Cansu
Tsai, Chung-Jung
Jang, Hyunbum
Nussinov, Ruth
Tuncbag, Nurcan
author_sort Yavuz, Bengi Ruken
collection PubMed
description Epidemiological studies suggest that individuals with neurodevelopmental disorders (NDDs) are more prone to develop certain types of cancer. Notably, however, the case statistics can be impacted by late discovery of cancer in individuals afflicted with NDDs, such as intellectual disorders, autism, and schizophrenia, which may bias the numbers. As to NDD-associated mutations, in most cases, they are germline while cancer mutations are sporadic, emerging during life. However, somatic mosaicism can spur NDDs, and cancer-related mutations can be germline. NDDs and cancer share proteins, pathways, and mutations. Here we ask (i) exactly which features they share, and (ii) how, despite their commonalities, they differ in clinical outcomes. To tackle these questions, we employed a statistical framework followed by network analysis. Our thorough exploration of the mutations, reconstructed disease-specific networks, pathways, and transcriptome levels and profiles of autism spectrum disorder (ASD) and cancers, point to signaling strength as the key factor: strong signaling promotes cell proliferation in cancer, and weaker (moderate) signaling impacts differentiation in ASD. Thus, we suggest that signaling strength, not activating mutations, can decide clinical outcome.
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spelling pubmed-106256212023-11-06 Neurodevelopmental disorders and cancer networks share pathways, but differ in mechanisms, signaling strength, and outcome Yavuz, Bengi Ruken Arici, M. Kaan Demirel, Habibe Cansu Tsai, Chung-Jung Jang, Hyunbum Nussinov, Ruth Tuncbag, Nurcan NPJ Genom Med Article Epidemiological studies suggest that individuals with neurodevelopmental disorders (NDDs) are more prone to develop certain types of cancer. Notably, however, the case statistics can be impacted by late discovery of cancer in individuals afflicted with NDDs, such as intellectual disorders, autism, and schizophrenia, which may bias the numbers. As to NDD-associated mutations, in most cases, they are germline while cancer mutations are sporadic, emerging during life. However, somatic mosaicism can spur NDDs, and cancer-related mutations can be germline. NDDs and cancer share proteins, pathways, and mutations. Here we ask (i) exactly which features they share, and (ii) how, despite their commonalities, they differ in clinical outcomes. To tackle these questions, we employed a statistical framework followed by network analysis. Our thorough exploration of the mutations, reconstructed disease-specific networks, pathways, and transcriptome levels and profiles of autism spectrum disorder (ASD) and cancers, point to signaling strength as the key factor: strong signaling promotes cell proliferation in cancer, and weaker (moderate) signaling impacts differentiation in ASD. Thus, we suggest that signaling strength, not activating mutations, can decide clinical outcome. Nature Publishing Group UK 2023-11-04 /pmc/articles/PMC10625621/ /pubmed/37925498 http://dx.doi.org/10.1038/s41525-023-00377-6 Text en © The Author(s) 2023 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
Yavuz, Bengi Ruken
Arici, M. Kaan
Demirel, Habibe Cansu
Tsai, Chung-Jung
Jang, Hyunbum
Nussinov, Ruth
Tuncbag, Nurcan
Neurodevelopmental disorders and cancer networks share pathways, but differ in mechanisms, signaling strength, and outcome
title Neurodevelopmental disorders and cancer networks share pathways, but differ in mechanisms, signaling strength, and outcome
title_full Neurodevelopmental disorders and cancer networks share pathways, but differ in mechanisms, signaling strength, and outcome
title_fullStr Neurodevelopmental disorders and cancer networks share pathways, but differ in mechanisms, signaling strength, and outcome
title_full_unstemmed Neurodevelopmental disorders and cancer networks share pathways, but differ in mechanisms, signaling strength, and outcome
title_short Neurodevelopmental disorders and cancer networks share pathways, but differ in mechanisms, signaling strength, and outcome
title_sort neurodevelopmental disorders and cancer networks share pathways, but differ in mechanisms, signaling strength, and outcome
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625621/
https://www.ncbi.nlm.nih.gov/pubmed/37925498
http://dx.doi.org/10.1038/s41525-023-00377-6
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