Evidence map›Paper›PMID 41307806›Full record

ArticleDiscover oncology2025

A comprehensive pan-cancer analysis of the prognostic role and immunotherapy efficacy evaluation of Glyoxalase 1.

Yi-Qi Zhao, Jue Zhao, Yan-Mei Zheng, Qian-Qian Wang

Abstract read
In one paragraph

Article in Discover oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Yi-Qi ZhaoCenter for Reproductive Medicine, Department of Obstetrics, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, No.158, Shangtang Road, Hangzhou, 310000, Zhejiang, China.
Jue ZhaoCenter for Reproductive Medicine, Department of Obstetrics, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, No.158, Shangtang Road, Hangzhou, 310000, Zhejiang, China.
Yan-Mei ZhengCenter for Reproductive Medicine, Department of Obstetrics, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, No.158, Shangtang Road, Hangzhou, 310000, Zhejiang, China.
Qian-Qian WangCenter for Reproductive Medicine, Department of Obstetrics, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, No.158, Shangtang Road, Hangzhou, 310000, Zhejiang, China. wangqian19860329@163.com.

Funding

Zhejiang Provincial Program of Chinese Medical and Health Science Funding 2024ZL251
6 · The paper itself

Abstract

backgroundGlyoxalase 1 (GLO1), an enzyme responsible for breaking down methylglyoxal (MG), is increasingly recognized as a tumor-promoting factor due to its role in removing cytotoxic MG. This study aims to analyze the expression status and prognostic significance of GLO1 across various cancers and explore its potential role in cancer immunotherapy.

methodsWe obtained GLO1 mRNA expression profiles from The Cancer Genome Atlas (TCGA) database. Kaplan-Meier analysis was used to evaluate the prognostic value of GLO1 in multiple cancers. We validated GLO1 protein expression in clinical endometrial cancer samples using immunohistochemical staining. Additionally, we analyzed GLO1's correlation with drug sensitivity from the Genomics of Drug Sensitivity in Cancer (GDSC) database and its relationship with the tumor microenvironment and immunotherapy response.

resultsGLO1 was widely expressed in human tumor tissues with significant differences compared to adjacent normal tissues. High GLO1 expression was associated with poor prognosis in 14 cancers, including adrenocortical carcinoma, cholangiocarcinoma, and lymphoid neoplasm diffuse large B-cell lymphoma. GLO1 expression was negatively related to immune cell infiltration in breast invasive carcinoma. In melanoma and kidney renal clear cell carcinoma, high GLO1 expression was linked to poor immunotherapy outcomes.

conclusionsThis comprehensive pan-cancer study reveals the prognostic value and potential predictive role of GLO1 in immunotherapy across multiple tumor types. This study primarily utilized bioinformatic datasets; experimental validation was performed for endometrial cancer but warrants expansion to other cancer types in future work.

Indexed as

Glyoxalase 1ImmunotherapyPan-cancerPrognostic biomarkerTumor immune microenvironment

Identifiers

PMID41307806
PMCPMC12748458

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