Integrative genomic and functional characterization of FAM3 family genes reveals their diagnostic and prognostic roles in kidney renal clear cell carcinoma

KIRC is aggressive with limited biomarkers. This study reveals FAM3 genes’ roles in tumor progression, immune infiltration, and therapy response, integrating genomic data and functional assays to highlight prognostic and therapeutic potential.

Published in Cancer

Integrative genomic and functional characterization of FAM3 family genes reveals their diagnostic and prognostic roles in kidney renal clear cell carcinoma
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Springer Netherlands
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Integrative genomic and functional characterization of FAM3 family genes reveals their diagnostic and prognostic roles in kidney renal clear cell carcinoma - Cytotechnology

This study comprehensively investigated the role of FAM3 family genes (FAM3A, FAM3B, FAM3C, and FAM3D) in Kidney Renal Clear Cell Carcinoma (KIRC) using an integrative multi-dimensional approach. Analyses included mRNA expression profiling, promoter methylation assessment, genetic alteration evaluation, prognostic modeling, immune and molecular subtype correlations, gene enrichment analysis, in vitro functional validation, and drug sensitivity evaluation based on TCGA datasets and experimental data. Expression analysis revealed significant upregulation of FAM3A and FAM3D and downregulation of FAM3B and FAM3C in KIRC tissues compared with normal kidney samples. ROC curve analysis demonstrated their diagnostic potential. Promoter methylation analysis indicated hypomethylation of FAM3A and FAM3D and hypermethylation of FAM3B and FAM3C, consistent with their expression profiles. Minimal genetic alterations were observed, suggesting that epigenetic regulation may primarily contribute to their dysregulation. Prognostic modeling associated FAM3 gene expression with overall survival, indicating their potential as predictive biomarkers. Immune infiltration and subtype analyses suggested that FAM3 genes are involved in the modulation of the tumor microenvironment. Functional validation demonstrated that knockdown of FAM3A and FAM3D suppressed cell proliferation and colony formation, while enhancing migratory and wound-healing abilities in KIRC cell lines. Drug sensitivity analysis identified correlations between FAM3 expression and responsiveness to anticancer compounds. These findings highlight the diagnostic, prognostic, and therapeutic significance of FAM3 family genes in KIRC, providing valuable insights for future clinical translation and potential targeted therapy development.

Kidney renal clear cell carcinoma (KIRC) is the most common and aggressive form of kidney cancer, often diagnosed at advanced stages with limited treatment options and poor prognosis. Despite advances in surgery and targeted therapies, reliable molecular markers for early diagnosis, prognosis, and therapy guidance remain scarce. The FAM3 (Family with Sequence Similarity 3) gene family, consisting of FAM3A, FAM3B, FAM3C, and FAM3D, has been implicated in diverse biological processes including metabolism, cytokine signaling, and cellular differentiation, yet their roles in KIRC are largely unexplored.

Given the critical need to uncover molecular drivers of KIRC, this study aimed to systematically investigate the expression, epigenetic regulation, and functional impact of FAM3 family genes in KIRC. By integrating large-scale genomic datasets, the study examined differential expression patterns, promoter methylation, and genetic alterations of FAM3 genes in tumor versus normal tissues. The analysis also explored associations with patient survival, immune infiltration, and potential therapy responsiveness.

In addition to computational analyses, functional experiments in KIRC cell lines were conducted to validate the roles of FAM3 genes in tumor cell proliferation, migration, and drug sensitivity. This integrative approach provides a holistic understanding of how FAM3 genes contribute to KIRC biology and identifies their potential as diagnostic and prognostic biomarkers. Overall, the study highlights the FAM3 family as a promising avenue for improving personalized therapy and understanding tumor progression in kidney cancer.

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Cancer Genetics and Genomics
Life Sciences > Biological Sciences > Cancer Biology > Cancer Genetics and Genomics

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The Japanese Association for Animal Cell Technology (JAACT)

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