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Immune landscape and prognostic gene signatures in gastric cancer: implications for cachexia and clinical outcomes
Cachexia, a debilitating condition that worsens patient outcomes, often accompanies gastric cancer, a malignancy that is prevalent worldwide. The extensive research explored the interconnected molecular and immune aspects of stomach cancer, with a particular emphasis on cachexia. By employing the GE...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10682159/ https://www.ncbi.nlm.nih.gov/pubmed/38035067 http://dx.doi.org/10.3389/fimmu.2023.1297363 |
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author | Sui, Xiangyu Wu, Guohao |
author_facet | Sui, Xiangyu Wu, Guohao |
author_sort | Sui, Xiangyu |
collection | PubMed |
description | Cachexia, a debilitating condition that worsens patient outcomes, often accompanies gastric cancer, a malignancy that is prevalent worldwide. The extensive research explored the interconnected molecular and immune aspects of stomach cancer, with a particular emphasis on cachexia. By employing the GEO database, we identified genes that were expressed differently in gastric cancer patients suffering from cachexia. Following the analysis of Weighted Gene Co-expression Network (WGCNA), gene modules intricately linked to particular immune cells were revealed, indicating a significantly disrupted tumor microenvironment. A strong predictive model was developed, centered around key genes such as CAMK4, SLC37A2, and BCL11B. Surprisingly, this particular model not only showed better predictive abilities in comparison to conventional clinical factors but also exhibited a strong connection with increased infiltration of macrophages and T cells. These discoveries suggest the presence of an immune-suppressing and tumor-promoting atmosphere among individuals at a greater risk. Moreover, the utilization of Gene Set Enrichment Analysis (GSEA) established a connection between the genes linked to our risk score and vital immune-related pathways, thereby strengthening the pivotal involvement of immunity in the development of gastric cancer. To summarize, our discoveries provide a more profound comprehension of the molecular and immune mechanisms that support cachexia in gastric cancer, presenting a hopeful basis for upcoming advancements in treatment. |
format | Online Article Text |
id | pubmed-10682159 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106821592023-11-30 Immune landscape and prognostic gene signatures in gastric cancer: implications for cachexia and clinical outcomes Sui, Xiangyu Wu, Guohao Front Immunol Immunology Cachexia, a debilitating condition that worsens patient outcomes, often accompanies gastric cancer, a malignancy that is prevalent worldwide. The extensive research explored the interconnected molecular and immune aspects of stomach cancer, with a particular emphasis on cachexia. By employing the GEO database, we identified genes that were expressed differently in gastric cancer patients suffering from cachexia. Following the analysis of Weighted Gene Co-expression Network (WGCNA), gene modules intricately linked to particular immune cells were revealed, indicating a significantly disrupted tumor microenvironment. A strong predictive model was developed, centered around key genes such as CAMK4, SLC37A2, and BCL11B. Surprisingly, this particular model not only showed better predictive abilities in comparison to conventional clinical factors but also exhibited a strong connection with increased infiltration of macrophages and T cells. These discoveries suggest the presence of an immune-suppressing and tumor-promoting atmosphere among individuals at a greater risk. Moreover, the utilization of Gene Set Enrichment Analysis (GSEA) established a connection between the genes linked to our risk score and vital immune-related pathways, thereby strengthening the pivotal involvement of immunity in the development of gastric cancer. To summarize, our discoveries provide a more profound comprehension of the molecular and immune mechanisms that support cachexia in gastric cancer, presenting a hopeful basis for upcoming advancements in treatment. Frontiers Media S.A. 2023-11-14 /pmc/articles/PMC10682159/ /pubmed/38035067 http://dx.doi.org/10.3389/fimmu.2023.1297363 Text en Copyright © 2023 Sui and Wu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Sui, Xiangyu Wu, Guohao Immune landscape and prognostic gene signatures in gastric cancer: implications for cachexia and clinical outcomes |
title | Immune landscape and prognostic gene signatures in gastric cancer: implications for cachexia and clinical outcomes |
title_full | Immune landscape and prognostic gene signatures in gastric cancer: implications for cachexia and clinical outcomes |
title_fullStr | Immune landscape and prognostic gene signatures in gastric cancer: implications for cachexia and clinical outcomes |
title_full_unstemmed | Immune landscape and prognostic gene signatures in gastric cancer: implications for cachexia and clinical outcomes |
title_short | Immune landscape and prognostic gene signatures in gastric cancer: implications for cachexia and clinical outcomes |
title_sort | immune landscape and prognostic gene signatures in gastric cancer: implications for cachexia and clinical outcomes |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10682159/ https://www.ncbi.nlm.nih.gov/pubmed/38035067 http://dx.doi.org/10.3389/fimmu.2023.1297363 |
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