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Differential expression of immune-regulatory proteins C5AR1, CLEC4A and NLRP3 on peripheral blood mononuclear cells in early-stage non-small cell lung cancer patients
Changes in gene expression profiling of peripheral blood mononuclear cells (PBMC) appear to represent the host’s response to the cancer cells via paracrine signaling. We speculated that protein expression on circulating T-lymphocytes represent T-lymphocyte trafficking before infiltration into the tu...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9630369/ https://www.ncbi.nlm.nih.gov/pubmed/36323738 http://dx.doi.org/10.1038/s41598-022-21891-0 |
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author | Pakvisal, Nussara Kongkavitoon, Pornrat Sathitruangsak, Chirawadee Pornpattanarak, Nopporn Boonsirikamchai, Piyaporn Ouwongprayoon, Pongsakorn Aporntewan, Chatchawit Chantranuwatana, Poonchavist Mutirangura, Apiwat Vinayanuwattikun, Chanida |
author_facet | Pakvisal, Nussara Kongkavitoon, Pornrat Sathitruangsak, Chirawadee Pornpattanarak, Nopporn Boonsirikamchai, Piyaporn Ouwongprayoon, Pongsakorn Aporntewan, Chatchawit Chantranuwatana, Poonchavist Mutirangura, Apiwat Vinayanuwattikun, Chanida |
author_sort | Pakvisal, Nussara |
collection | PubMed |
description | Changes in gene expression profiling of peripheral blood mononuclear cells (PBMC) appear to represent the host’s response to the cancer cells via paracrine signaling. We speculated that protein expression on circulating T-lymphocytes represent T-lymphocyte trafficking before infiltration into the tumor microenvironment. The possibility of using protein expression on circulating T-lymphocytes as a biomarker to discriminate early-stage non-small cell lung cancer (NSCLC) was explored. Four independent PBMC gene expression microarray datasets (GSE12771, GSE13255, GSE20189 and GSE3934) were analyzed. We selected C5AR1, CLEC4A and NLRP3 based on their significant protein expression in tumor-infiltrating lymphocytes, but not in normal lymphoid tissue. A validation study using automated flow cytometry was conducted in 141 study participants including 76 treatment-naive early-stage non-small cell lung cancer patients (NSCLC), 12 individuals with non-malignant pulmonary diseases, and 53 healthy individuals. Median ratios of C5AR1, CLEC4A and NLRP3 specific antibody staining to CD3 positive cells in early-stage NSCLC patients compared to healthy controls were 0.014 [0–0.37] vs. 0.01 [0–0.07, p = 0.13], 0.03 [0–0.87] vs. 0.02 [0–0.13, p = 0.10] and 0.19 [0–0.60] vs. 0.09 [0.02–0.31, p < 0.0001], respectively. Median fluorescence intensity (MFI) of CD3(+)C5AR1(+), CD3(+)CLEC4A(+) and CD3(+)NLRP3(+) expression in early-stage NSCLC patients compared to healthy volunteers was 185 [64.2–4801] vs. 107.5 [27–229, p < 0.0001], 91.2 [42.4–2355] vs. 71.25 [46.2–103, p = 0.0005], and 1585 [478–5224] vs. 758.5 [318–1976, p < 0.0001], respectively. NLRP3:CD3 ratio, CD3(+)C5AR1(+), CD3(+)CLEC4A(+) and CD3(+)NLRP3(+) MFI were significantly higher in early-stage NSCLC than healthy volunteers with an area under the ROC curve of 0.69–0.76. The CD3(+)NLRP3(+) MFI provided the most distinguishable expression at 71.5% sensitivity and 70% specificity. Furthermore, CD3(+)NLRP3(+) MFI potentially discriminated between early-stage NSCLC from malignant-mimic inflammation and infection pulmonary disease. Further validation in various pulmonary inflammatory disease might be warranted. Our proof-of-principle findings strengthen the hypothesis that malignancies generate distinctive protein expression fingerprints on circulating T-lymphocytes. |
format | Online Article Text |
id | pubmed-9630369 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-96303692022-11-04 Differential expression of immune-regulatory proteins C5AR1, CLEC4A and NLRP3 on peripheral blood mononuclear cells in early-stage non-small cell lung cancer patients Pakvisal, Nussara Kongkavitoon, Pornrat Sathitruangsak, Chirawadee Pornpattanarak, Nopporn Boonsirikamchai, Piyaporn Ouwongprayoon, Pongsakorn Aporntewan, Chatchawit Chantranuwatana, Poonchavist Mutirangura, Apiwat Vinayanuwattikun, Chanida Sci Rep Article Changes in gene expression profiling of peripheral blood mononuclear cells (PBMC) appear to represent the host’s response to the cancer cells via paracrine signaling. We speculated that protein expression on circulating T-lymphocytes represent T-lymphocyte trafficking before infiltration into the tumor microenvironment. The possibility of using protein expression on circulating T-lymphocytes as a biomarker to discriminate early-stage non-small cell lung cancer (NSCLC) was explored. Four independent PBMC gene expression microarray datasets (GSE12771, GSE13255, GSE20189 and GSE3934) were analyzed. We selected C5AR1, CLEC4A and NLRP3 based on their significant protein expression in tumor-infiltrating lymphocytes, but not in normal lymphoid tissue. A validation study using automated flow cytometry was conducted in 141 study participants including 76 treatment-naive early-stage non-small cell lung cancer patients (NSCLC), 12 individuals with non-malignant pulmonary diseases, and 53 healthy individuals. Median ratios of C5AR1, CLEC4A and NLRP3 specific antibody staining to CD3 positive cells in early-stage NSCLC patients compared to healthy controls were 0.014 [0–0.37] vs. 0.01 [0–0.07, p = 0.13], 0.03 [0–0.87] vs. 0.02 [0–0.13, p = 0.10] and 0.19 [0–0.60] vs. 0.09 [0.02–0.31, p < 0.0001], respectively. Median fluorescence intensity (MFI) of CD3(+)C5AR1(+), CD3(+)CLEC4A(+) and CD3(+)NLRP3(+) expression in early-stage NSCLC patients compared to healthy volunteers was 185 [64.2–4801] vs. 107.5 [27–229, p < 0.0001], 91.2 [42.4–2355] vs. 71.25 [46.2–103, p = 0.0005], and 1585 [478–5224] vs. 758.5 [318–1976, p < 0.0001], respectively. NLRP3:CD3 ratio, CD3(+)C5AR1(+), CD3(+)CLEC4A(+) and CD3(+)NLRP3(+) MFI were significantly higher in early-stage NSCLC than healthy volunteers with an area under the ROC curve of 0.69–0.76. The CD3(+)NLRP3(+) MFI provided the most distinguishable expression at 71.5% sensitivity and 70% specificity. Furthermore, CD3(+)NLRP3(+) MFI potentially discriminated between early-stage NSCLC from malignant-mimic inflammation and infection pulmonary disease. Further validation in various pulmonary inflammatory disease might be warranted. Our proof-of-principle findings strengthen the hypothesis that malignancies generate distinctive protein expression fingerprints on circulating T-lymphocytes. Nature Publishing Group UK 2022-11-02 /pmc/articles/PMC9630369/ /pubmed/36323738 http://dx.doi.org/10.1038/s41598-022-21891-0 Text en © The Author(s) 2022 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 Pakvisal, Nussara Kongkavitoon, Pornrat Sathitruangsak, Chirawadee Pornpattanarak, Nopporn Boonsirikamchai, Piyaporn Ouwongprayoon, Pongsakorn Aporntewan, Chatchawit Chantranuwatana, Poonchavist Mutirangura, Apiwat Vinayanuwattikun, Chanida Differential expression of immune-regulatory proteins C5AR1, CLEC4A and NLRP3 on peripheral blood mononuclear cells in early-stage non-small cell lung cancer patients |
title | Differential expression of immune-regulatory proteins C5AR1, CLEC4A and NLRP3 on peripheral blood mononuclear cells in early-stage non-small cell lung cancer patients |
title_full | Differential expression of immune-regulatory proteins C5AR1, CLEC4A and NLRP3 on peripheral blood mononuclear cells in early-stage non-small cell lung cancer patients |
title_fullStr | Differential expression of immune-regulatory proteins C5AR1, CLEC4A and NLRP3 on peripheral blood mononuclear cells in early-stage non-small cell lung cancer patients |
title_full_unstemmed | Differential expression of immune-regulatory proteins C5AR1, CLEC4A and NLRP3 on peripheral blood mononuclear cells in early-stage non-small cell lung cancer patients |
title_short | Differential expression of immune-regulatory proteins C5AR1, CLEC4A and NLRP3 on peripheral blood mononuclear cells in early-stage non-small cell lung cancer patients |
title_sort | differential expression of immune-regulatory proteins c5ar1, clec4a and nlrp3 on peripheral blood mononuclear cells in early-stage non-small cell lung cancer patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9630369/ https://www.ncbi.nlm.nih.gov/pubmed/36323738 http://dx.doi.org/10.1038/s41598-022-21891-0 |
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