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Differential expression of individual transcript variants of PD-1 and PD-L2 genes on Th-1/Th-2 status is guaranteed for prognosis prediction in PCNSL
In current molecular medicine, next-generation sequencing (NGS) for transcript variant detection and multivariable analyses are valid methods for evaluating gene expression, cancer mechanisms, and prognoses of patients. We conducted RNA-sequencing on samples from patients with primary central nervou...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6620277/ https://www.ncbi.nlm.nih.gov/pubmed/31292525 http://dx.doi.org/10.1038/s41598-019-46473-5 |
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author | Takashima, Yasuo Kawaguchi, Atsushi Sato, Ryuichi Yoshida, Kenichi Hayano, Azusa Homma, Jumpei Fukai, Junya Iwadate, Yasuo Kajiwara, Koji Ishizawa, Shin Hondoh, Hiroaki Nakano, Masakazu Ogawa, Seishi Tashiro, Kei Yamanaka, Ryuya |
author_facet | Takashima, Yasuo Kawaguchi, Atsushi Sato, Ryuichi Yoshida, Kenichi Hayano, Azusa Homma, Jumpei Fukai, Junya Iwadate, Yasuo Kajiwara, Koji Ishizawa, Shin Hondoh, Hiroaki Nakano, Masakazu Ogawa, Seishi Tashiro, Kei Yamanaka, Ryuya |
author_sort | Takashima, Yasuo |
collection | PubMed |
description | In current molecular medicine, next-generation sequencing (NGS) for transcript variant detection and multivariable analyses are valid methods for evaluating gene expression, cancer mechanisms, and prognoses of patients. We conducted RNA-sequencing on samples from patients with primary central nervous system lymphoma (PCNSL) using NGS and performed multivariable analysis on gene expression data and correlations focused on Th-1/Th-2 helper T cell balance and immune checkpoint to identify diagnosis/prognosis markers and cancer immune pathways in PCNSL. We selected 84 transcript variants to limit the analysis range for Th-1/Th-2 balance and stimulatory and inhibitory checkpoints in 31 PCNSLs. Of these, 21 highly-expressed transcript variants were composed of the formulas for prognoses based on Th-1/Th-2 status and checkpoint activities. Using formulas, Th-1(low), Th-2(high), and stimulatory checkpoint(high) resulted in poor prognoses. Further, Th-1(high)Th-2(low) was associated with good prognoses. On the other hand, CD40-001(high) and CD70-001(high) as stimulatory genes, and LAG3-001(high), PDCD1 (PD-1)-001/002/003(high), and PDCD1LG2 (PD-L2)-201(low) as inhibitory genes were associated with poor prognoses. Interestingly, Th-1(high)Th-2(low) and Th-1(low)Th-2(high) were correlated with stimulatory checkpoint(low) as CD70-001(low) and inhibitory checkpoint(low) as HAVCR2 (TIM-3)-001(low) and PDCD1LG2-001/201(low), respectively. Focused on the inhibitory checkpoint, specific variants of CD274 (PD-L1)-001 and PDCD1-002 served severe hazard ratios. In particular, PDCD1-002(high) by a cut off score was associated with poor prognoses, in addition to PDCD1-001/003(high), PDCD1LG2-201(low), and LAG3-001(high). These results mainly suggest that expression of transcript variants of PDCD1 and PDCD1LG2 on the Th-1/Th-2 balance enable prognostic prediction in PCNSL. This study provides insights for development of molecular target therapies and identification of diagnosis/prognosis markers in PCNSL. |
format | Online Article Text |
id | pubmed-6620277 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-66202772019-07-18 Differential expression of individual transcript variants of PD-1 and PD-L2 genes on Th-1/Th-2 status is guaranteed for prognosis prediction in PCNSL Takashima, Yasuo Kawaguchi, Atsushi Sato, Ryuichi Yoshida, Kenichi Hayano, Azusa Homma, Jumpei Fukai, Junya Iwadate, Yasuo Kajiwara, Koji Ishizawa, Shin Hondoh, Hiroaki Nakano, Masakazu Ogawa, Seishi Tashiro, Kei Yamanaka, Ryuya Sci Rep Article In current molecular medicine, next-generation sequencing (NGS) for transcript variant detection and multivariable analyses are valid methods for evaluating gene expression, cancer mechanisms, and prognoses of patients. We conducted RNA-sequencing on samples from patients with primary central nervous system lymphoma (PCNSL) using NGS and performed multivariable analysis on gene expression data and correlations focused on Th-1/Th-2 helper T cell balance and immune checkpoint to identify diagnosis/prognosis markers and cancer immune pathways in PCNSL. We selected 84 transcript variants to limit the analysis range for Th-1/Th-2 balance and stimulatory and inhibitory checkpoints in 31 PCNSLs. Of these, 21 highly-expressed transcript variants were composed of the formulas for prognoses based on Th-1/Th-2 status and checkpoint activities. Using formulas, Th-1(low), Th-2(high), and stimulatory checkpoint(high) resulted in poor prognoses. Further, Th-1(high)Th-2(low) was associated with good prognoses. On the other hand, CD40-001(high) and CD70-001(high) as stimulatory genes, and LAG3-001(high), PDCD1 (PD-1)-001/002/003(high), and PDCD1LG2 (PD-L2)-201(low) as inhibitory genes were associated with poor prognoses. Interestingly, Th-1(high)Th-2(low) and Th-1(low)Th-2(high) were correlated with stimulatory checkpoint(low) as CD70-001(low) and inhibitory checkpoint(low) as HAVCR2 (TIM-3)-001(low) and PDCD1LG2-001/201(low), respectively. Focused on the inhibitory checkpoint, specific variants of CD274 (PD-L1)-001 and PDCD1-002 served severe hazard ratios. In particular, PDCD1-002(high) by a cut off score was associated with poor prognoses, in addition to PDCD1-001/003(high), PDCD1LG2-201(low), and LAG3-001(high). These results mainly suggest that expression of transcript variants of PDCD1 and PDCD1LG2 on the Th-1/Th-2 balance enable prognostic prediction in PCNSL. This study provides insights for development of molecular target therapies and identification of diagnosis/prognosis markers in PCNSL. Nature Publishing Group UK 2019-07-10 /pmc/articles/PMC6620277/ /pubmed/31292525 http://dx.doi.org/10.1038/s41598-019-46473-5 Text en © The Author(s) 2019 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/. |
spellingShingle | Article Takashima, Yasuo Kawaguchi, Atsushi Sato, Ryuichi Yoshida, Kenichi Hayano, Azusa Homma, Jumpei Fukai, Junya Iwadate, Yasuo Kajiwara, Koji Ishizawa, Shin Hondoh, Hiroaki Nakano, Masakazu Ogawa, Seishi Tashiro, Kei Yamanaka, Ryuya Differential expression of individual transcript variants of PD-1 and PD-L2 genes on Th-1/Th-2 status is guaranteed for prognosis prediction in PCNSL |
title | Differential expression of individual transcript variants of PD-1 and PD-L2 genes on Th-1/Th-2 status is guaranteed for prognosis prediction in PCNSL |
title_full | Differential expression of individual transcript variants of PD-1 and PD-L2 genes on Th-1/Th-2 status is guaranteed for prognosis prediction in PCNSL |
title_fullStr | Differential expression of individual transcript variants of PD-1 and PD-L2 genes on Th-1/Th-2 status is guaranteed for prognosis prediction in PCNSL |
title_full_unstemmed | Differential expression of individual transcript variants of PD-1 and PD-L2 genes on Th-1/Th-2 status is guaranteed for prognosis prediction in PCNSL |
title_short | Differential expression of individual transcript variants of PD-1 and PD-L2 genes on Th-1/Th-2 status is guaranteed for prognosis prediction in PCNSL |
title_sort | differential expression of individual transcript variants of pd-1 and pd-l2 genes on th-1/th-2 status is guaranteed for prognosis prediction in pcnsl |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6620277/ https://www.ncbi.nlm.nih.gov/pubmed/31292525 http://dx.doi.org/10.1038/s41598-019-46473-5 |
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