Mapping the function of EF-hand domain-containing protein 2 and determining its clinical relevance in non-small-cell lung cancer through single-cell transcriptomics

Objective: This study aims to explore the cellular composition and transcriptional variability within the tumor microenvironment (TME) of non-small-cell lung cancer (NSCLC) using single-cell RNA sequencing (scRNAseq) and to assess the role of EF-hand domain-containing protein 2 (EFHD2) in tumor progression and its involvement in relevant signaling pathways. Material and Methods: We analyzed scRNA-seq datasets to map the cellular and transcriptional landscape of NSCLC tumors. Immunohistochemistry (IHC) was employed to validate the expression of EFHD2 and assess immune cell infiltration in clinical samples. To further investigate the functional effect of EFHD2, we performed Western blot and quantitative real-time polymerase chain reaction analyses as well as cell proliferation, migration, invasion, and apoptosis assays. We also explored the janus kinase (JAK)-signal transducers and activators of transcription (STAT) signaling pathway as a potential underlying mechanism. Results: The scRNA-seq analysis revealed that epithelial cells were the predominant population within the TME, alongside endothelial cells, fibroblasts, macrophages, and a small proportion of stem cells. EFHD2 expression exhibited considerable variability, with higher levels associated with clusters enriched in transcriptionally active and immunomodulatory pathways. The IHC results demonstrated elevated EFHD2 expression and immune cell infiltration in tumor tissues compared with adjacent non-tumor tissues. Conclusion: EFHD2 expression in the NSCLC TME correlates with immune cell infiltration and may play a significant role in tumor progression and immune modulation. The JAK-STAT signaling pathway may be a potential mechanism underlying the effect of EFHD2. This work provides a new avenue for targeted therapy in NSCLC.

Authors

Institutions

Publication Details

Journal
CytoJournal
Published
2026-03-21
DOI
https://doi.org/10.25259/cytojournal_29_2025
Primary Topic
Single-cell and spatial transcriptomics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Mapping the function of EF-hand domain-containing protein 2 and determining its clinical relevance in non-small-cell lung cancer through single-cell transcriptomics

Xixi Shen, Zhiyu Li, Xueping Luo, Chucheng Zhong et al.
CytoJournal
Single-cell and spatial transcriptomics
article

Mapping the function of EF-hand domain-containing protein 2 and determining its clinical relevance in non-small-cell lung cancer through single-cell transcriptomics

Xixi Shen, Zhiyu Li, Xueping Luo, Chucheng Zhong, Feng Zhang
article en

Abstract

Objective: This study aims to explore the cellular composition and transcriptional variability within the tumor microenvironment (TME) of non-small-cell lung cancer (NSCLC) using single-cell RNA sequencing (scRNAseq) and to assess the role of EF-hand domain-containing protein 2 (EFHD2) in tumor progression and its involvement in relevant signaling pathways. Material and Methods: We analyzed scRNA-seq datasets to map the cellular and transcriptional landscape of NSCLC tumors. Immunohistochemistry (IHC) was employed to validate the expression of EFHD2 and assess immune cell infiltration in clinical samples. To further investigate the functional effect of EFHD2, we performed Western blot and quantitative real-time polymerase chain reaction analyses as well as cell proliferation, migration, invasion, and apoptosis assays. We also explored the janus kinase (JAK)-signal transducers and activators of transcription (STAT) signaling pathway as a potential underlying mechanism. Results: The scRNA-seq analysis revealed that epithelial cells were the predominant population within the TME, alongside endothelial cells, fibroblasts, macrophages, and a small proportion of stem cells. EFHD2 expression exhibited considerable variability, with higher levels associated with clusters enriched in transcriptionally active and immunomodulatory pathways. The IHC results demonstrated elevated EFHD2 expression and immune cell infiltration in tumor tissues compared with adjacent non-tumor tissues. Conclusion: EFHD2 expression in the NSCLC TME correlates with immune cell infiltration and may play a significant role in tumor progression and immune modulation. The JAK-STAT signaling pathway may be a potential mechanism underlying the effect of EFHD2. This work provides a new avenue for targeted therapy in NSCLC.

CytoJournalVol. 23
Guangzhou Medical University (CN)
Openalex Percentile: Top 14%
Single-cell and spatial transcriptomics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.