Evidence map›Paper›PMID 41964023›Full record

ArticleBiomarker research2026

TUSC7 expression and mutational profile define its potential as a diagnostic and therapeutic biomarker in non-small cell lung cancer.

Pablo Martin-Lopez, Marta Cuadros, Fernando Montenegro-Elvira, Alberto M Arenas, María Palomino, Claudia Loidi, Mónica Saiz, Pedro P Medina

Abstract readLetter
In one paragraph

Article in Biomarker research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Pablo Martin-Lopez *Gene Expression Regulation and Cancer Group (CTS-993), GENYO, Centre for Genomics and Oncological Research: Pfizer-University of Granada-Andalusian Regional Government, Granada, Spain.
Marta Cuadros *Gene Expression Regulation and Cancer Group (CTS-993), GENYO, Centre for Genomics and Oncological Research: Pfizer-University of Granada-Andalusian Regional Government, Granada, Spain.
Fernando Montenegro-ElviraGene Expression Regulation and Cancer Group (CTS-993), GENYO, Centre for Genomics and Oncological Research: Pfizer-University of Granada-Andalusian Regional Government, Granada, Spain.
Alberto M ArenasGene Expression Regulation and Cancer Group (CTS-993), GENYO, Centre for Genomics and Oncological Research: Pfizer-University of Granada-Andalusian Regional Government, Granada, Spain.
María PalominoGene Expression Regulation and Cancer Group (CTS-993), GENYO, Centre for Genomics and Oncological Research: Pfizer-University of Granada-Andalusian Regional Government, Granada, Spain.
Claudia LoidiPathological Anatomy, Universitary Hospital Cruces, University of Pais Vasco, Gipuzkoa, Spain.
Mónica SaizPathological Anatomy, Universitary Hospital Cruces, University of Pais Vasco, Gipuzkoa, Spain.
Pedro P MedinaGene Expression Regulation and Cancer Group (CTS-993), GENYO, Centre for Genomics and Oncological Research: Pfizer-University of Granada-Andalusian Regional Government, Granada, Spain. pedromedina@ugr.es.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Non-small cell lung cancer (NSCLC) accounts for ~85% of lung cancer cases and remains the leading cause of cancer-related mortality worldwide. Despite advances in targeted therapies, early diagnosis and prediction of treatment response remain major challenges. Long non-coding RNAs (lncRNAs) are increasingly recognized as tissue-specific regulators of gene expression with growing relevance in cancer biology, making them attractive candidates for biomarker discovery. To identify functionally relevant lncRNA variants in NSCLC, we analyzed targeted DNA sequencing data from 39 NSCLC-derived cell lines and 70 primary tumors, including matched adjacent non-tumoral tissues to enable somatic variant identification. A somatic variant in the lncRNA TUSC7 was ranked among the top candidates, supported by high functional impact scores. Located in exon 4, a region previously reported as functionally relevant, the mutation was predicted to alter RNA secondary structure and was experimentally associated with enhanced cell fitness under genotoxic stress. TUSC7 variant altered lncRNA stability under genotoxic stress, supporting a possible TUSC7 DNA damage-related role. In addition, in our independent cohort, TUSC7 expression was significantly downregulated in tumor samples compared with matched adjacent non-tumoral tissue, a pattern that was independently validated using transcriptomic data from the Clinical Proteomic Tumor Analysis Consortium (CPTAC). Receiver operating characteristic (ROC) analysis yielded AUC values above 0.96 in both datasets, underscoring the strong diagnostic potential of TUSC7 expression in NSCLC. Together, these findings position TUSC7 as a promising biomarker for tumor detection and a potential candidate for therapeutic stratification.

Indexed as

BiomarkerDiagnosticLong non-coding RNANon-small cell lung cancerVariant

Identifiers

PMID41964023
PMCPMC13067388

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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.