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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
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.
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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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