Evidence map›Paper›PMID 40004153›Full record

ArticleInternational journal of molecular sciences2025

Single-Cell RNA Sequencing Reveals Extensive Heterogeneity and Unique Gene Trajectories in Non-Transformed and Transformed Human Lung Epithelial Cells: Insights into the Role of LncRNAs in Tumor Heterogeneity.

Sokviseth Moeng, Andres D Chamorro-Parejo, Minsun S Jeon, James J Cai, Kenneth S Ramos

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
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

5 authors.

Sokviseth MoengCenter for Genomic and Precision Medicine, Texas A&M Institute of Biosciences and Technology, Texas Medical Center, Houston, TX 77030, USA.ORCID 0009-0004-5839-3633
Andres D Chamorro-ParejoCenter for Genomic and Precision Medicine, Texas A&M Institute of Biosciences and Technology, Texas Medical Center, Houston, TX 77030, USA.ORCID 0000-0002-1716-9027
Minsun S JeonCenter for Epigenetics and Disease Prevention, Texas A&M Institute of Biosciences and Technology, Texas Medical Center, Houston, TX 77030, USA.
James J CaiDepartment of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX 77843, USA.ORCID 0000-0002-8081-6725
Kenneth S RamosCenter for Genomic and Precision Medicine, Texas A&M Institute of Biosciences and Technology, Texas Medical Center, Houston, TX 77030, USA.ORCID 0000-0002-0692-4066

Funding

Functional Genomics of LINE-1 RetrotranspositionR01ES034542 · NIEHS · TEXAS A&M UNIVERSITY HEALTH SCIENCE CTR · PI Kenneth S. Ramos · 2022 to 2026
$3.2M
GURI Award from the State of Texas 01-2019NIEHS NIH HHS R01 ES034542NIH HHS ES034542
6 · The paper itself

Abstract

Lung cancer exhibits substantial inter- and intra-tumor heterogeneity, with features that present significant challenges in advancing biomarker discovery and the development of targeted therapeutics. To fill this gap, we employed single-cell RNA sequencing (scRNA-seq) and advanced bioinformatics tools to evaluate the transcriptomic heterogeneity of immortalized, non-transformed (BEAS2B) and transformed (H460) lung epithelial cell lines and their responses to carcinogen challenge. Gene expression profiles resolved four primary clusters further discretized into unique subclusters based on genetic signatures and phenotypic profiles. Profiles of long non-coding RNAs (lncRNAs) identified microRNA host genes, antisense RNA genes, divergent transcript, and long intergenic non-coding RNAs as contributors to cellular heterogeneity. These findings indicate that distinct patterns of gene expression, remarkably in lncRNAs, define cellular heterogeneity in non-transformed versus transformed cells. These features can be exploited for the development of therapies directed at specific cell subpopulations in precancerous lesions and within lung tumors.

Indexed as

Cell Transformation, NeoplasticEpithelial CellsGenetic HeterogeneityLungLung NeoplasmsRNA, Long NoncodingSingle-Cell AnalysisCell Line, TumorGene Expression ProfilingGene Expression Regulation, NeoplasticHumansSequence Analysis, RNATranscriptomeRNA, Long Noncodingbenzo(a)pyrenecarcinogencellular heterogeneitylncRNAslung cancerprotein-coding genessingle-cell RNA sequencing

Identifiers

PMID40004153
PMCPMC11855061

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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 OpenQuestion graph.