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X or Y Cancer: An Extensive Analysis of Sex Differences in Lung Adenocarcinoma

Background: Cellular metabolism is a tightly controlled process during which cell growth and survival are maintained. Lung cancer is a disease with clear sex differences, where female patients have better survival rates than males. Evidence of sex differences is demonstrated in cancer risk, prognosi...

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Autores principales: Hammouz, Raneem Yaseen, Orzechowska, Magdalena, Anusewicz, Dorota, Bednarek, Andrzej K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9955992/
https://www.ncbi.nlm.nih.gov/pubmed/36826068
http://dx.doi.org/10.3390/curroncol30020107
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author Hammouz, Raneem Yaseen
Orzechowska, Magdalena
Anusewicz, Dorota
Bednarek, Andrzej K.
author_facet Hammouz, Raneem Yaseen
Orzechowska, Magdalena
Anusewicz, Dorota
Bednarek, Andrzej K.
author_sort Hammouz, Raneem Yaseen
collection PubMed
description Background: Cellular metabolism is a tightly controlled process during which cell growth and survival are maintained. Lung cancer is a disease with clear sex differences, where female patients have better survival rates than males. Evidence of sex differences is demonstrated in cancer risk, prognosis and response to different therapies, yet a sex-specific approach to cancer studies is not widely considered. These different tumour characteristics attributed to sex that impact disease outcome, including constitutional genetic and somatic molecular differences, make it essential to assess viral and hormonal influences. Methods: In silico analysis of lung adenocarcinoma (LUAD) TCGA data, including K-means clustering algorithm, dimensional reduction with principal component analysis and differential expression analysis using EdgeR (p < 0.05), were used to explore some robust sex differences in LUAD that exist in core signalling pathways and metabolic processes between males and females. The correlation of differentially expressed genes (DEGs) expression with immune abundance in the LUAD cohort was analysed on TIMER2.0 and adjusted by tumour purity utilising Cox proportional hazard. Multiple factorial analysis heatmap visualisation was used to examine endogenous steroid hormonal effects on LUAD patients with different smoking status and age groups. Results: We found 161 DEGs showing key differences in regulation of immune system and cellular homeostasis, key elements of divergent cancer progression, between the two sexes. We also found male and female LUAD patients to favour different metabolic intermediates for energy production to support tumourigenesis. Additionally, high levels of Tregs accompanied by DEGs correlated with better LUAD prognosis, and circulating hormonal transcriptional targets affect proliferation and progression in males and females differently. Finally, we examined the role of oestrogen protection in men and pre-/postmenopausal women. Conclusions: Further studies should focus on sex-specific changes and investigate sex-specific gene regulatory networks of these DEGs. Several lifestyle factors, including tobacco smoking and diet, differ between males and females. These factors might affect metabolic pathways and can influence the activity of epigenetic regulators, resulting in significant global epigenetic changes.
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spelling pubmed-99559922023-02-25 X or Y Cancer: An Extensive Analysis of Sex Differences in Lung Adenocarcinoma Hammouz, Raneem Yaseen Orzechowska, Magdalena Anusewicz, Dorota Bednarek, Andrzej K. Curr Oncol Article Background: Cellular metabolism is a tightly controlled process during which cell growth and survival are maintained. Lung cancer is a disease with clear sex differences, where female patients have better survival rates than males. Evidence of sex differences is demonstrated in cancer risk, prognosis and response to different therapies, yet a sex-specific approach to cancer studies is not widely considered. These different tumour characteristics attributed to sex that impact disease outcome, including constitutional genetic and somatic molecular differences, make it essential to assess viral and hormonal influences. Methods: In silico analysis of lung adenocarcinoma (LUAD) TCGA data, including K-means clustering algorithm, dimensional reduction with principal component analysis and differential expression analysis using EdgeR (p < 0.05), were used to explore some robust sex differences in LUAD that exist in core signalling pathways and metabolic processes between males and females. The correlation of differentially expressed genes (DEGs) expression with immune abundance in the LUAD cohort was analysed on TIMER2.0 and adjusted by tumour purity utilising Cox proportional hazard. Multiple factorial analysis heatmap visualisation was used to examine endogenous steroid hormonal effects on LUAD patients with different smoking status and age groups. Results: We found 161 DEGs showing key differences in regulation of immune system and cellular homeostasis, key elements of divergent cancer progression, between the two sexes. We also found male and female LUAD patients to favour different metabolic intermediates for energy production to support tumourigenesis. Additionally, high levels of Tregs accompanied by DEGs correlated with better LUAD prognosis, and circulating hormonal transcriptional targets affect proliferation and progression in males and females differently. Finally, we examined the role of oestrogen protection in men and pre-/postmenopausal women. Conclusions: Further studies should focus on sex-specific changes and investigate sex-specific gene regulatory networks of these DEGs. Several lifestyle factors, including tobacco smoking and diet, differ between males and females. These factors might affect metabolic pathways and can influence the activity of epigenetic regulators, resulting in significant global epigenetic changes. MDPI 2023-01-18 /pmc/articles/PMC9955992/ /pubmed/36826068 http://dx.doi.org/10.3390/curroncol30020107 Text en © 2023 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
Hammouz, Raneem Yaseen
Orzechowska, Magdalena
Anusewicz, Dorota
Bednarek, Andrzej K.
X or Y Cancer: An Extensive Analysis of Sex Differences in Lung Adenocarcinoma
title X or Y Cancer: An Extensive Analysis of Sex Differences in Lung Adenocarcinoma
title_full X or Y Cancer: An Extensive Analysis of Sex Differences in Lung Adenocarcinoma
title_fullStr X or Y Cancer: An Extensive Analysis of Sex Differences in Lung Adenocarcinoma
title_full_unstemmed X or Y Cancer: An Extensive Analysis of Sex Differences in Lung Adenocarcinoma
title_short X or Y Cancer: An Extensive Analysis of Sex Differences in Lung Adenocarcinoma
title_sort x or y cancer: an extensive analysis of sex differences in lung adenocarcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9955992/
https://www.ncbi.nlm.nih.gov/pubmed/36826068
http://dx.doi.org/10.3390/curroncol30020107
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