Evidence map›Paper›PMID 41836446›Full record

ArticleFrontiers in immunology2026

Integrative pan-cancer analysis reveals AARS2 as a lactylation-associated biomarker and therapeutic target in colon adenocarcinoma.

Mingyang Zou, Zixuan Ding, Yifan Fu, Wenxin Yu, Yulan Song, Xinyue Wu, Yixin Pan, Shaobo Wu, Jiebin Pan

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Mingyang ZouThe Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, Gansu, China.
Zixuan DingThe First Clinical Medical College, Lanzhou University, Lanzhou, China.
Yifan FuDepartment of Oncology, Tongji Hospital Affiliated to Tongji Medical College of Huazhong University of Science and Technology, Wuhan, Hubei, China.
Wenxin YuThe First Clinical Medical College, Lanzhou University, Lanzhou, China.
Yulan SongThe Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, Gansu, China.
Xinyue WuThe Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, Gansu, China.
Yixin PanDepartment of Pathology, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, Gansu, China.
Shaobo WuDepartment of Orthopaedics, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, Gansu, China.
Jiebin PanDepartment of General Surgery, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, Gansu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Colon adenocarcinoma (COAD) is a lethal malignancy with a poor prognosis. The tumor microenvironment (TME) is pivotal in its development, within which lactate accumulation is a common metabolic hallmark. Lactylation, a novel post-translational modification driven by lactate, serves as a crucial link between tumor metabolism and immunosuppression. It plays multifaceted roles in promoting malignant progression, immune evasion, and chemoresistance. Therefore, systematically investigating lactylation and identifying its key mediators may yield novel therapeutic targets and strategies for COAD. Methods: We performed an integrative multi-omics analysis of lactylation-related genes (LRGs) in COAD and pan-cancer cohorts, leveraging bulk RNA-seq, single-cell RNA-seq, and spatial transcriptomic data from public repositories including TCGA and GEO. A curated set of 160 LRGs was investigated using a multi-step machine learning framework, integrating Cox regression, time-dependent ROC analysis, and optimal risk stratification to construct robust prognostic signatures, which collectively identified AARS2 as a pivotal candidate. Subsequent multi-faceted oncogenic characterization of AARS2 encompassed its expression profiles, diagnostic and prognostic value, and associations with tumor microenvironment heterogeneity. To validate AARS2 at the protein level, we first interrogated the HPA database and subsequently confirmed its expression using immunohistochemistry (IHC) on an independent cohort of clinical COAD specimens. To further elucidate AARS2's functional role in COAD pathogenesis and its potential linkage to lactylation biology, Results: Integrative multi-omics analyses identified AARS2 as significantly upregulated in COAD and multiple malignancies, with elevated expression correlating with adverse clinical outcomes. Single-cell and spatial transcriptomic profiling indicated predominant enrichment of AARS2 in malignant cell populations and association with immunosuppressive microenvironment features. Functional enrichment suggested potential involvement in epithelial-mesenchymal transition, hypoxia response, and cell cycle pathways. Immunohistochemical validation in clinical COAD specimens confirmed higher AARS2 protein levels in tumor tissues versus adjacent normal mucosa; concurrent elevation of cGAS protein was observed, though functional activity requires contextual interpretation. Conclusion: AARS2 correlates with lactylation dynamics, metabolic features, and immune modulation in COAD, suggesting a potential role in lactylation-associated cGAS-STING pathway regulation. These correlative observations warrant rigorous mechanistic validation to define causality and assess translational potential.

Indexed as

AdenocarcinomaBiomarkers, TumorColonic NeoplasmsGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMultiomicsPrognosisProtein Processing, Post-TranslationalTumor MicroenvironmentBiomarkers, TumorAARS2 genecolon adenocarcinoma (COAD)lactylation (Kla)Pan-cancer analysisprognostic biomarkerTumor microenvironment - TME

Identifiers

PMID41836446
PMCPMC12982081

What Socratic holds

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LicenceCC BY
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Registered trials

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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 Socratic graph.