Comprehensive analysis of co-expressed genes with TDP-43: prognostic and therapeutic potential in lung adenocarcinoma.

J Cancer Res Clin Oncol

Lung Stem Cell and Gene Therapy Group (LSCGT), Department of Biomedical Sciences, Advanced Medical and Dental Institute (IPPT), Universiti Sains Malaysia, SAINS@Bertam, 13200, Kepala Batas, Penang, Malaysia.

Published: January 2024


Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

Background: Transactivating DNA-binding protein 43 (TDP-43) is intimately associated with tumorigenesis and progression by regulating mRNA splicing, transport, stability, and non-coding RNA molecules. The exact role of TDP-43 in lung adenocarcinoma (LUAD) has not yet been fully elucidated, despite extensive research on its function in various cancer types. An imperative aspect of comprehending the underlying biological characteristics associated with TDP-43 involves investigating the genes that are co-expressed with this protein. This study assesses the prognostic significance of these co-expressed genes in LUAD and subsequently explores potential therapeutic strategies based on these findings.

Methods: Transcriptomic and clinical data pertaining to LUAD were retrieved from open-access databases to establish an association between mRNA expression profiles and the presence of TDP-43. A risk-prognosis model was developed to compare patient survival rates across various groups, and its accuracy was also assessed. Additionally, differences in tumor stemness, mutational profiles, tumor microenvironment (TME) characteristics, immune checkpoints, and immune cell infiltration were analyzed in the different groups. Moreover, the study entailed predicting the potential response to immunotherapy as well as the sensitivity to commonly employed chemotherapeutic agents and targeted drugs for each distinct group.

Results: The TDP-43 Co-expressed Gene Risk Score (TCGRS) model was constructed utilizing four genes: Kinesin Family Member 20A (KIF20A), WD Repeat Domain 4 (WDR4), Proline Rich 11 (PRR11), and Glia Maturation Factor Gamma (GMFG). The value of this model in predicting LUAD patient survival is effectively illustrated by both the Kaplan-Meier (K-M) survival curve and the area under the receiver operating characteristic curve (AUC-ROC). The Gene Set Enrichment Analysis (GSEA) revealed that the high TCGRS group was primarily enriched in biological pathways and functions linked to DNA replication and cell cycle; the low TCGRS group showed primary enrichment in immune-related pathways and functions. The high and low TCGRS groups showed differences in tumor stemness, mutational burden, TME, immune infiltration level, and immune checkpoints. The predictions analysis of immunotherapy indicates that the Tumor Immune Dysfunction and Exclusion (TIDE) score (p < 0.001) and non-response rate (74% vs. 51%, p < 0.001) in the high TCGRS group are higher than those in the low TCGRS group. The Immune Phenotype Score (IPS) in the high TCGRS group is lower than in the low TCGRS group (p < 0.001). The drug sensitivity analysis revealed that the half-maximal inhibitory concentration (IC50) values for cisplatin, docetaxel, doxorubicin, etoposide, gemcitabine, paclitaxel, vincristine, erlotinib, and gefitinib (all p < 0.01) in the high TCGRS group are lower than those in the low TCGRS group.

Conclusions: The TCGRS derived from the model exhibits a reliable biomarker for evaluating both prognosis and treatment effectiveness among patients with LUAD. This study is anticipated to offer valuable insights into developing effective treatment strategies for this patient population. It is believed that this study is anticipated to contribute significantly to clinical diagnostics, the development of therapeutic drugs, and the enhancement of patient care.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10822823PMC
http://dx.doi.org/10.1007/s00432-023-05554-9DOI Listing

Publication Analysis

Top Keywords

co-expressed genes
8
lung adenocarcinoma
8
patient survival
8
differences tumor
8
tumor stemness
8
stemness mutational
8
immune checkpoints
8
tcgrs group
8
pathways functions
8
low tcgrs
8

Similar Publications

Background: The incidence of esophageal adenocarcinoma (EA) has significantly increased in developed Western countries. Despite medical advancements, the prognosis remains poor, with a 5-year survival rate of less than 20%. By 2024, the global incidence is expected to reach 141,300 new cases annually, underscoring the urgent need to elucidate the mechanisms underlying EA pathogenesis to develop effective preventive and therapeutic strategies.

View Article and Find Full Text PDF

Background: XPR1 is crucial in the development of some tumors, yet its association with endometrial cancer (EC) remains uncertain. We propose that XPR1 exhibits elevated expression in EC and is significantly linked to unfavorable patient outcomes, positioning it as a prospective prognostic biomarker.

Methods: This study investigated XPR1 expression in 554 Uterine Corpus Endometrial Carcinoma(UCEC) cases and 35 normal tissue samples using the The Cancer Genome Atlas(TCGA) database.

View Article and Find Full Text PDF

Carbon and zinc (Zn) metabolism are intrinsically connected in phototrophs, as crucial components involved in CO assimilation, like carbonic anhydrases, are highly abundant Zn proteins. Utilizing these and other proteins, the eukaryotic green algae can maintain phototrophic growth in low CO environments by inducing a carbon concentrating mechanism (CCM). In this work we show that Chlamydomonas dynamically increases its Zn content to accommodate the higher intracellular Zn demand in low CO environments.

View Article and Find Full Text PDF

SLC38A4 as a prognostic biomarker and correlated with immune infiltration in colorectal liver metastasis.

Discov Oncol

September 2025

Department of Medical Oncology, Shaanxi Provincial People's Hospital, No. 256 Youyi West Road, Xi'an, 710068, People's Republic of China.

Background: Colorectal liver metastasis (CRLM) is the most frequent form of metastasis and the main reason for deaths associated with colorectal cancer. However, prognostic biomarkers originating from CRLM tissue remain limited. Additionally, the impact of the metabolism-associated gene SLC38A4 on patients with CRLM remains elusive.

View Article and Find Full Text PDF

Upregulation of EMP3 in acute myeloid leukemia: a study based on data mining, RT-qPCR and immunohistochemistry.

Discov Oncol

September 2025

Department of Hematology, The Second Affiliated Hospital of Guangxi Medical University, No.166, Daxue Road, Nanning, 530000, Guangxi Zhuang Autonomous Region, People's Republic of China.

Background: Epithelial Membrane Protein 3 (EMP3) has been associated with multiple malignancies, but its expression patterns and clinical significance in acute myeloid leukemia (AML) remain poorly characterized.

Methods: Public datasets were integrated to assess EMP3 mRNA expression levels in AML patients versus healthy donors, with validation performed using reverse transcription quantitative PCR (RT-qPCR). Protein expression was accessed through immunohistochemistry.

View Article and Find Full Text PDF