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Identification of ARGLU1 as a potential therapeutic target for gastric cancer based on genome-wide functional screening data
BACKGROUND: Due to the molecular mechanism complexity and heterogeneity of gastric cancer (GC), mechanistically interpretable biomarkers were required for predicting prognosis and discovering therapeutic targets for GC patients. METHODS: Based on a total of 824 GC-specific fitness genes from the Pro...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8220577/ https://www.ncbi.nlm.nih.gov/pubmed/34157484 http://dx.doi.org/10.1016/j.ebiom.2021.103436 |
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author | Li, Fangyuan Li, Jianfang Yu, Junxian Pan, Tao Yu, Beiqin Sang, Qingqing Dai, Wentao Hou, Junyi Yan, Chao Zang, Mingde Zhu, Zhenggang Su, Liping Li, Yuan-Yuan Liu, Bingya |
author_facet | Li, Fangyuan Li, Jianfang Yu, Junxian Pan, Tao Yu, Beiqin Sang, Qingqing Dai, Wentao Hou, Junyi Yan, Chao Zang, Mingde Zhu, Zhenggang Su, Liping Li, Yuan-Yuan Liu, Bingya |
author_sort | Li, Fangyuan |
collection | PubMed |
description | BACKGROUND: Due to the molecular mechanism complexity and heterogeneity of gastric cancer (GC), mechanistically interpretable biomarkers were required for predicting prognosis and discovering therapeutic targets for GC patients. METHODS: Based on a total of 824 GC-specific fitness genes from the Project Score database, LASSO—Cox regression was performed in TCGA-STAD cohort to construct a GC Prognostic (GCP) model which was then evaluated on 7 independent GC datasets. Targets prioritization was performed in GC organoids. ARGLU1 was selected to further explore the biological function and molecular mechanism. We evaluated the potential of ARGLU1 serving as a promising therapeutic target for GC using patients derived xenograft (PDX) model. FINDINGS: The 9-gene GCP model showed a statistically significant prognostic performance for GC patients in 7 validation cohorts. Perturbation of SSX4, DDX24, ARGLU1 and TTF2 inhibited GC organoids tumor growth. The results of tissue microarray indicated lower expression of ARGLU1 was correlated with advanced TNM stage and worse overall survival. Over-expression ARGLU1 significantly inhibited GC cells viability in vitro and in vivo. ARGLU1 could enhance the transcriptional level of mismatch repair genes including MLH3, MSH2, MSH3 and MSH6 by potentiating the recruitment of SP1 and YY1 on their promoters. Moreover, inducing ARGLU1 by LNP-formulated saRNA significantly inhibited tumor growth in PDX model. INTERPRETATION: Based on genome-wide functional screening data, we constructed a 9-gene GCP model with satisfactory predictive accuracy and mechanistic interpretability. Out of nine prognostic genes, ARGLU1 was verified to be a potential therapeutic target for GC. FUNDING: National Natural Science Foundation of China. |
format | Online Article Text |
id | pubmed-8220577 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-82205772021-06-29 Identification of ARGLU1 as a potential therapeutic target for gastric cancer based on genome-wide functional screening data Li, Fangyuan Li, Jianfang Yu, Junxian Pan, Tao Yu, Beiqin Sang, Qingqing Dai, Wentao Hou, Junyi Yan, Chao Zang, Mingde Zhu, Zhenggang Su, Liping Li, Yuan-Yuan Liu, Bingya EBioMedicine Research Paper BACKGROUND: Due to the molecular mechanism complexity and heterogeneity of gastric cancer (GC), mechanistically interpretable biomarkers were required for predicting prognosis and discovering therapeutic targets for GC patients. METHODS: Based on a total of 824 GC-specific fitness genes from the Project Score database, LASSO—Cox regression was performed in TCGA-STAD cohort to construct a GC Prognostic (GCP) model which was then evaluated on 7 independent GC datasets. Targets prioritization was performed in GC organoids. ARGLU1 was selected to further explore the biological function and molecular mechanism. We evaluated the potential of ARGLU1 serving as a promising therapeutic target for GC using patients derived xenograft (PDX) model. FINDINGS: The 9-gene GCP model showed a statistically significant prognostic performance for GC patients in 7 validation cohorts. Perturbation of SSX4, DDX24, ARGLU1 and TTF2 inhibited GC organoids tumor growth. The results of tissue microarray indicated lower expression of ARGLU1 was correlated with advanced TNM stage and worse overall survival. Over-expression ARGLU1 significantly inhibited GC cells viability in vitro and in vivo. ARGLU1 could enhance the transcriptional level of mismatch repair genes including MLH3, MSH2, MSH3 and MSH6 by potentiating the recruitment of SP1 and YY1 on their promoters. Moreover, inducing ARGLU1 by LNP-formulated saRNA significantly inhibited tumor growth in PDX model. INTERPRETATION: Based on genome-wide functional screening data, we constructed a 9-gene GCP model with satisfactory predictive accuracy and mechanistic interpretability. Out of nine prognostic genes, ARGLU1 was verified to be a potential therapeutic target for GC. FUNDING: National Natural Science Foundation of China. Elsevier 2021-06-19 /pmc/articles/PMC8220577/ /pubmed/34157484 http://dx.doi.org/10.1016/j.ebiom.2021.103436 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Paper Li, Fangyuan Li, Jianfang Yu, Junxian Pan, Tao Yu, Beiqin Sang, Qingqing Dai, Wentao Hou, Junyi Yan, Chao Zang, Mingde Zhu, Zhenggang Su, Liping Li, Yuan-Yuan Liu, Bingya Identification of ARGLU1 as a potential therapeutic target for gastric cancer based on genome-wide functional screening data |
title | Identification of ARGLU1 as a potential therapeutic target for gastric cancer based on genome-wide functional screening data |
title_full | Identification of ARGLU1 as a potential therapeutic target for gastric cancer based on genome-wide functional screening data |
title_fullStr | Identification of ARGLU1 as a potential therapeutic target for gastric cancer based on genome-wide functional screening data |
title_full_unstemmed | Identification of ARGLU1 as a potential therapeutic target for gastric cancer based on genome-wide functional screening data |
title_short | Identification of ARGLU1 as a potential therapeutic target for gastric cancer based on genome-wide functional screening data |
title_sort | identification of arglu1 as a potential therapeutic target for gastric cancer based on genome-wide functional screening data |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8220577/ https://www.ncbi.nlm.nih.gov/pubmed/34157484 http://dx.doi.org/10.1016/j.ebiom.2021.103436 |
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