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ArticleApoptosis : an international journal on programmed cell death2025

Multi-omics analysis revealed heterogeneity of AARS1 and AARS2 in pan-cancer and identified AARS1 as a potential prognostic biomarker for urologic neoplasms.

Meng Tang, Tingting Huang, Jiayu Wang, Yaqin Zhao, Xin Nie

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Article in Apoptosis : an international journal on programmed cell death, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

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5 authors.

Meng Tang *Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Tingting Huang *Division of Abdominal Cancer, Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Jiayu Wang *School of Medicine and Health, Harbin Institute of Technology, Harbin, China.
Yaqin ZhaoAbdominal Oncology Ward, Cancer Center, State Key Laboratory of Biological Therapy, West China Hospital, Sichuan University, No.37 Guoxue Alley, Chengdu, 610041, Sichuan, China. zhaoyaqin@wchscu.cn.
Xin NieDepartment of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China. niexinscu@scu.edu.cn.

Funding

Project of Natural Science Foundation of Sichuan Province 2023NSFSC0700
6 · The paper itself

Abstract

Lactate, the primary byproduct of glycolysis, has been established as a critical barometer of tumor microenvironment homeostasis and is implicated in tumor progression. Alanyl-tRNA synthetases AARS1 and AARS2 (AARS1/2) have been identified as sensors of intracellular L-lactate and as contributors to cancer development. Nonetheless, investigations into the different roles of AARS1 and AARS2 across various cancer types remain lacking. In this study, we preliminarily explored the correlations between AARS1/2 and the tumor microenvironment in pan-cancer. We first examined the expression patterns of AARS1 and AARS2 across 33 cancer types. Subsequently, we analyzed the relationship of AARS1/2 with clinical features and mutational landscape utilizing the GSCA and cBioPortal databases. Survival outcomes associated with AARS1/2 were assessed through Cox regression and the Kaplan-Meier method. Additionally, we examined the correlations between AARS1/2 and drug sensitivity, as well as immune infiltration, using the GSCA database, TISIDB database, and the CIBERSORT algorithm, respectively. Notably, significant heterogeneity of AARS1 and AARS2 was observed across various dimensions, including expression profiles, clinical outcomes, mutation spectra, and immune infiltration. The expression patterns of AARS1/2 were statistically different in urologic neoplasms. Similarly, survival analysis revealed a close correlation between elevated AARS1 expression and unfavorable prognosis in patients with urologic neoplasms, while AARS2 expression level was not. Interestingly, the results of immune infiltration indicated the statistical heterogeneity of AARS1 and AARS2 in certain urologic neoplasms, especially in bladder urothelial carcinoma (BLCA). Specifically, (1) the correlation between AARS1/2 expression and immune-related scores in BLCA was opposite; and (2) TIDE analysis demonstrated that elevated AARS1 expression was related to a high TIDE score in BLCA, while AARS2 was not. Further detailed analysis of AARS1 and AARS2 in the context of immune infiltration and functional enrichment in BLCA may partially account for these observations. In conclusion, our findings highlighted the heterogeneity of AARS1 and AARS2 across various cancers. Based on our data, AARS1 was identified as a potential prognostic biomarker and a candidate for immunotherapy targeting in urologic cancers, though further validation is needed to confirm its clinical utility.

Indexed as

Amino Acyl-tRNA SynthetasesBiomarkers, TumorUrologic NeoplasmsGene Expression Regulation, NeoplasticHumansMultiomicsMutationPrognosisTumor MicroenvironmentAmino Acyl-tRNA SynthetasesBiomarkers, TumorAARS1/2HeterogeneityImmune infiltrationPan-cancerPrognosisUrologic neoplasms

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.