A three-dimensional microenvironment rewires the transcriptome and reveals the regulation of the SNHG7/miR-486-3p/HIF1A axis in breast cancer cells

<h2>Abstract</h2> Three-dimensional (3D) organotypic cell cultures more accurately recapitulate the spatial architecture, biological, and epigenetic features of tumors than traditional two-dimensional (2D) monolayer models, thus representing an innovative approach in cancer research. However, the impact of the 3D microenvironment on the reprogramming of non-coding RNAs, including long non-coding RNAs (lncRNAs) and microRNAs (miRNAs) in breast cancer cells, has lagged behind. To address this knowledge gap, we performed RNA sequencing (RNA-seq) to identify differential transcripts between 3D and 2D cell cultures and to identify novel potential therapeutic targets. Our data showed that the Hs-578T breast cancer cells orchestrate their growth as stellated 3D cell structures over an extracellular matrix protein-enriched scaffold. Expression profiling data revealed that 88 lncRNAs, 218 miRNAs, and 2806 mRNAs were modulated in Hs-578T cells under 3D conditions. Regulated protein-encoding genes were associated with cell proliferation, migration, and chemoresistance. Interestingly, analyses of lncRNA/miRNA/mRNA coregulatory networks reveal positive regulation of a set of hypoxia-responsive genes, including the hypoxia-inducible factor 1 subunit alpha (<i>HIF1A</i>). Moreover, we found that the lncRNA Small nucleolar RNA host gene 7 (<i>SNHG7</i>) may regulate multiple miRNAs, which, in turn, could modulate hypoxia-responsive genes through the <i>SNHG7</i>/miR-486-3p/<i>HIF1A</i> axis. Functional analysis showed that <i>SNHG7</i> and <i>HIF1A</i> expression was upregulated, whereas miR-486-3p was downregulated under 3D culture conditions, which correlated with poor overall survival in breast cancer patients. Subsequent experiments on the 3D microenvironment demonstrate that <i>SNHG7</i> knockdown inhibits both cell proliferation and invasion and promotes apoptosis, thereby sensitizing cancer cells to cisplatin. Furthermore, a significant increase in hypoxic regions within the internal structures was observed in <i>SNHG7</i>-deficient 3D cultures. In conclusion, our findings suggest that 3D microenvironment-induced transcriptional changes contribute to breast cancer progression, highlighting <i>SNHG7</i> as a potential target for RNA-based therapies.

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Journal
Heliyon
Published
2026-05-28
DOI
https://doi.org/10.1016/j.heliyon.2026.e45063
Primary Topic
Chromatin Remodeling and Cancer
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article
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article

A three-dimensional microenvironment rewires the transcriptome and reveals the regulation of the SNHG7/miR-486-3p/HIF1A axis in breast cancer cells

Eloísa Ibarra-Sierra, María Elizbeth Álvarez-Sánchez, Stephanie I. Núñez-Olvera, Laurence A. Marchat et al.
Heliyon
Chromatin Remodeling and Cancer
article

A three-dimensional microenvironment rewires the transcriptome and reveals the regulation of the SNHG7/miR-486-3p/HIF1A axis in breast cancer cells

Eloísa Ibarra-Sierra, María Elizbeth Álvarez-Sánchez, Stephanie I. Núñez-Olvera, Laurence A. Marchat, Jesús Valdes, Nancy L. Martínez- Rodriguez, Macrina B. Silva-Cázares, César López-Camarillo, Yarely M. Salinas-Vera, Yussel Pérez-Navarro, Mercedes Bermúdez
article en

Abstract

<h2>Abstract</h2> Three-dimensional (3D) organotypic cell cultures more accurately recapitulate the spatial architecture, biological, and epigenetic features of tumors than traditional two-dimensional (2D) monolayer models, thus representing an innovative approach in cancer research. However, the impact of the 3D microenvironment on the reprogramming of non-coding RNAs, including long non-coding RNAs (lncRNAs) and microRNAs (miRNAs) in breast cancer cells, has lagged behind. To address this knowledge gap, we performed RNA sequencing (RNA-seq) to identify differential transcripts between 3D and 2D cell cultures and to identify novel potential therapeutic targets. Our data showed that the Hs-578T breast cancer cells orchestrate their growth as stellated 3D cell structures over an extracellular matrix protein-enriched scaffold. Expression profiling data revealed that 88 lncRNAs, 218 miRNAs, and 2806 mRNAs were modulated in Hs-578T cells under 3D conditions. Regulated protein-encoding genes were associated with cell proliferation, migration, and chemoresistance. Interestingly, analyses of lncRNA/miRNA/mRNA coregulatory networks reveal positive regulation of a set of hypoxia-responsive genes, including the hypoxia-inducible factor 1 subunit alpha (<i>HIF1A</i>). Moreover, we found that the lncRNA Small nucleolar RNA host gene 7 (<i>SNHG7</i>) may regulate multiple miRNAs, which, in turn, could modulate hypoxia-responsive genes through the <i>SNHG7</i>/miR-486-3p/<i>HIF1A</i> axis. Functional analysis showed that <i>SNHG7</i> and <i>HIF1A</i> expression was upregulated, whereas miR-486-3p was downregulated under 3D culture conditions, which correlated with poor overall survival in breast cancer patients. Subsequent experiments on the 3D microenvironment demonstrate that <i>SNHG7</i> knockdown inhibits both cell proliferation and invasion and promotes apoptosis, thereby sensitizing cancer cells to cisplatin. Furthermore, a significant increase in hypoxic regions within the internal structures was observed in <i>SNHG7</i>-deficient 3D cultures. In conclusion, our findings suggest that 3D microenvironment-induced transcriptional changes contribute to breast cancer progression, highlighting <i>SNHG7</i> as a potential target for RNA-based therapies.

HeliyonVol. 12(10)
Autonomous University of Chihuahua (MX), Universidad Autónoma de la Ciudad de México (MX), Autonomous University of San Luis Potosí (MX), Hospital Infantil de México Federico Gómez (MX), Acapulco Institute of Technology (MX), Instituto Politécnico Nacional (MX), Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (MX), Universidad Nacional Autónoma de México (MX)
Consejo Nacional de Ciencia y Tecnología
Good health and well-being
Openalex Percentile: Top 9%
Chromatin Remodeling and Cancer
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