Pan-Cancer APOBEC Mutagenesis, Immune Microenvironment, and Clinical Outcome: A Comprehensive Multi-Omics Analysis of All Ten Family Members Across 9653 TCGA Tumors

The apolipoprotein B mRNA-editing catalytic polypeptide-like (APOBEC) family comprises ten cytidine deaminases implicated in cancer mutagenesis, yet their broader biological significance remains incompletely understood. We performed an integrated pan-cancer analysis of all ten APOBEC family members across 9653 tumors from 33 cancer types in The Cancer Genome Atlas (TCGA), combining mutational signatures, sequence-context enrichment, transcriptomics, immune microenvironment profiling, stemness, clinical outcomes, and somatic mutation analyses. APOBEC enrichment was detected in 17.6% of tumors and exhibited marked cancer-type specificity, with the highest prevalence in bladder, cervical, and head and neck carcinomas. Associations between binary APOBEC enrichment and advanced stage or poorer survival were largely attenuated after adjustment for cancer type. In contrast, exploratory analysis of continuous APOBEC burden revealed a nonlinear association with mortality, although this relationship showed substantial cancer-specific heterogeneity and requires independent validation. Coding mutations in APOBEC genes were rare, showed no evidence of positive selection, and were not consistently associated with altered expression, indicating that dysregulated expression rather than genetic alteration is the predominant mode of APOBEC involvement in cancer. Most APOBEC3 genes were upregulated in tumors, particularly APOBEC3B, whereas APOBEC2 was broadly downregulated. APOBEC3A, APOBEC3C, APOBEC3D, APOBEC3F, APOBEC3G, and APOBEC3H were consistently associated with immune infiltration, immune-checkpoint expression, and inflammatory immune-cell populations across multiple analytical platforms. After adjustment for tumor purity and ploidy, most APOBEC family members showed negative associations with stemness, whereas APOBEC3B displayed predominantly positive associations. Collectively, these findings reveal substantial heterogeneity within the APOBEC family and support evaluating individual APOBEC members, particularly APOBEC3A and APOBEC3B, as distinct cancer biomarkers.

Authors

Institutions

Publication Details

Journal
International Journal of Molecular Sciences
Published
2026-10-05
DOI
https://doi.org/10.3390/ijms27198864
Primary Topic
Cancer Genomics and Diagnostics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Pan-Cancer APOBEC Mutagenesis, Immune Microenvironment, and Clinical Outcome: A Comprehensive Multi-Omics Analysis of All Ten Family Members Across 9653 TCGA Tumors

Ilias Georgakopoulos‐Soares, Apostolos Zaravinos, Sairos Ghniem
International Journal of Molecular Sciences
Cancer Genomics and Diagnostics
article

Pan-Cancer APOBEC Mutagenesis, Immune Microenvironment, and Clinical Outcome: A Comprehensive Multi-Omics Analysis of All Ten Family Members Across 9653 TCGA Tumors

Ilias Georgakopoulos‐Soares, Apostolos Zaravinos, Sairos Ghniem
article en

Abstract

The apolipoprotein B mRNA-editing catalytic polypeptide-like (APOBEC) family comprises ten cytidine deaminases implicated in cancer mutagenesis, yet their broader biological significance remains incompletely understood. We performed an integrated pan-cancer analysis of all ten APOBEC family members across 9653 tumors from 33 cancer types in The Cancer Genome Atlas (TCGA), combining mutational signatures, sequence-context enrichment, transcriptomics, immune microenvironment profiling, stemness, clinical outcomes, and somatic mutation analyses. APOBEC enrichment was detected in 17.6% of tumors and exhibited marked cancer-type specificity, with the highest prevalence in bladder, cervical, and head and neck carcinomas. Associations between binary APOBEC enrichment and advanced stage or poorer survival were largely attenuated after adjustment for cancer type. In contrast, exploratory analysis of continuous APOBEC burden revealed a nonlinear association with mortality, although this relationship showed substantial cancer-specific heterogeneity and requires independent validation. Coding mutations in APOBEC genes were rare, showed no evidence of positive selection, and were not consistently associated with altered expression, indicating that dysregulated expression rather than genetic alteration is the predominant mode of APOBEC involvement in cancer. Most APOBEC3 genes were upregulated in tumors, particularly APOBEC3B, whereas APOBEC2 was broadly downregulated. APOBEC3A, APOBEC3C, APOBEC3D, APOBEC3F, APOBEC3G, and APOBEC3H were consistently associated with immune infiltration, immune-checkpoint expression, and inflammatory immune-cell populations across multiple analytical platforms. After adjustment for tumor purity and ploidy, most APOBEC family members showed negative associations with stemness, whereas APOBEC3B displayed predominantly positive associations. Collectively, these findings reveal substantial heterogeneity within the APOBEC family and support evaluating individual APOBEC members, particularly APOBEC3A and APOBEC3B, as distinct cancer biomarkers.

International Journal of Molecular SciencesVol. 27(19)
European University Cyprus (CY), The University of Texas at Austin (US)
Openalex Percentile: Top 17%
Cancer Genomics and Diagnostics
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.