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Increased expression of individual genes in whole blood is associated with late-stage lung cancer at and close to diagnosis
Lung cancer (LC) mortality rates are still increasing globally. As survival is linked to stage, there is a need to identify markers for earlier LC diagnosis and individualized treatment. The whole blood transcriptome of LC patients represents a source of potential LC biomarkers. We compared expressi...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10676373/ https://www.ncbi.nlm.nih.gov/pubmed/38007577 http://dx.doi.org/10.1038/s41598-023-48216-z |
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author | Urbarova, Ilona Skogholt, Anne Heidi Sun, Yi-Qian Mai, Xiao-Mei Grønberg, Bjørn Henning Sandanger, Torkjel Manning Sætrom, Pål Nøst, Therese Haugdahl |
author_facet | Urbarova, Ilona Skogholt, Anne Heidi Sun, Yi-Qian Mai, Xiao-Mei Grønberg, Bjørn Henning Sandanger, Torkjel Manning Sætrom, Pål Nøst, Therese Haugdahl |
author_sort | Urbarova, Ilona |
collection | PubMed |
description | Lung cancer (LC) mortality rates are still increasing globally. As survival is linked to stage, there is a need to identify markers for earlier LC diagnosis and individualized treatment. The whole blood transcriptome of LC patients represents a source of potential LC biomarkers. We compared expression of > 60,000 genes in whole blood specimens taken from LC cases at diagnosis (n = 128) and controls (n = 62) using genome-wide RNA sequencing, and identified 14 candidate genes associated with LC. High expression of ANXA3, ARG1 and HP was strongly associated with lower survival in late-stage LC cases (hazard ratios (HRs) = 2.81, 2.16 and 2.54, respectively). We validated these markers in two independent population-based studies with pre-diagnostic whole blood specimens taken up to eight years prior to LC diagnosis (n = 163 cases, 184 matched controls). ANXA3 and ARG1 expression was strongly associated with LC in these specimens, especially with late-stage LC within two years of diagnosis (odds ratios (ORs) = 3.47 and 5.00, respectively). Additionally, blood CD4 T cells, NK cells and neutrophils were associated with LC at diagnosis and improved LC discriminative ability beyond candidate genes. Our results indicate that in whole blood, increased expression levels of ANXA3, ARG1 and HP are diagnostic and prognostic markers of late-stage LC. |
format | Online Article Text |
id | pubmed-10676373 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106763732023-11-25 Increased expression of individual genes in whole blood is associated with late-stage lung cancer at and close to diagnosis Urbarova, Ilona Skogholt, Anne Heidi Sun, Yi-Qian Mai, Xiao-Mei Grønberg, Bjørn Henning Sandanger, Torkjel Manning Sætrom, Pål Nøst, Therese Haugdahl Sci Rep Article Lung cancer (LC) mortality rates are still increasing globally. As survival is linked to stage, there is a need to identify markers for earlier LC diagnosis and individualized treatment. The whole blood transcriptome of LC patients represents a source of potential LC biomarkers. We compared expression of > 60,000 genes in whole blood specimens taken from LC cases at diagnosis (n = 128) and controls (n = 62) using genome-wide RNA sequencing, and identified 14 candidate genes associated with LC. High expression of ANXA3, ARG1 and HP was strongly associated with lower survival in late-stage LC cases (hazard ratios (HRs) = 2.81, 2.16 and 2.54, respectively). We validated these markers in two independent population-based studies with pre-diagnostic whole blood specimens taken up to eight years prior to LC diagnosis (n = 163 cases, 184 matched controls). ANXA3 and ARG1 expression was strongly associated with LC in these specimens, especially with late-stage LC within two years of diagnosis (odds ratios (ORs) = 3.47 and 5.00, respectively). Additionally, blood CD4 T cells, NK cells and neutrophils were associated with LC at diagnosis and improved LC discriminative ability beyond candidate genes. Our results indicate that in whole blood, increased expression levels of ANXA3, ARG1 and HP are diagnostic and prognostic markers of late-stage LC. Nature Publishing Group UK 2023-11-25 /pmc/articles/PMC10676373/ /pubmed/38007577 http://dx.doi.org/10.1038/s41598-023-48216-z 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Urbarova, Ilona Skogholt, Anne Heidi Sun, Yi-Qian Mai, Xiao-Mei Grønberg, Bjørn Henning Sandanger, Torkjel Manning Sætrom, Pål Nøst, Therese Haugdahl Increased expression of individual genes in whole blood is associated with late-stage lung cancer at and close to diagnosis |
title | Increased expression of individual genes in whole blood is associated with late-stage lung cancer at and close to diagnosis |
title_full | Increased expression of individual genes in whole blood is associated with late-stage lung cancer at and close to diagnosis |
title_fullStr | Increased expression of individual genes in whole blood is associated with late-stage lung cancer at and close to diagnosis |
title_full_unstemmed | Increased expression of individual genes in whole blood is associated with late-stage lung cancer at and close to diagnosis |
title_short | Increased expression of individual genes in whole blood is associated with late-stage lung cancer at and close to diagnosis |
title_sort | increased expression of individual genes in whole blood is associated with late-stage lung cancer at and close to diagnosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10676373/ https://www.ncbi.nlm.nih.gov/pubmed/38007577 http://dx.doi.org/10.1038/s41598-023-48216-z |
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