# Cross-Species Upregulation of MAGED2 in Liver Cancer Suggests a Role in Obesity-Driven Tumor Progression

**Authors:** Tara Bayat, Farzana Yeasmin Popy, Rebecca R. Florke Gee, Benjamin Barr, Yusuff Olayiwola, Juan Sebastian Solano Gutierrez, Denis Štepihar, Jorge Diaz-Riaño, Stephanie Myers, Kaja Blagotinšek Cokan, Damjana Rozman, Lauren Gollahon, Klementina Fon Tacer

PMC · DOI: 10.3390/cimb48020139 · 2026-01-27

## TL;DR

A gene called MAGED2 is found to be more active in liver cancer in both humans and mice, suggesting it plays a role in obesity-related tumor growth.

## Contribution

MAGED2 is identified as a conserved marker of liver cancer across species, revealing insights into obesity-driven tumor progression.

## Key findings

- MAGED2 is significantly upregulated in mouse liver tumors and human HCC samples.
- MAGED2 upregulation is associated with patient prognosis in human HCC.
- Type I MAGE genes are not expressed in mouse liver tumors, indicating species-specific regulation.

## Abstract

Melanoma-associated antigens (MAGEs) are cancer-testis antigens (CTAs) aberrantly expressed in multiple cancer types, including hepatocellular carcinoma (HCC), and associated with aggressive phenotypes. Although MAGE proteins are widely studied as cancer immunotherapy targets, their roles in HCC and the regulation of their expression during liver pathogenesis in mouse models, including dietary effects, remain poorly understood. We analyzed Mage gene expression in liver tissues from 78 C3H/HeJ mice with chronic diet-induced obesity. While type I MAGE genes are frequently expressed in human HCC, we found no evidence of their expression in mouse liver tumors, suggesting species-specific regulation. In contrast, type II Maged2, previously reported to be upregulated in human HCC, was significantly increased in mouse liver tumors. Analysis of human HCC samples from The Cancer Genome Atlas (TCGA) database confirmed MAGED2 upregulation and its association with patient prognosis. Together, these findings identify MAGED2 as a conserved marker of liver cancer in both humans and mice and emphasize the importance of cross-species comparative approaches for selecting appropriate models and accurately interpreting results, particularly for CTAs, which often evolved recently and in a species-specific manner.

## Linked entities

- **Genes:** MAGED2 (MAGE family member D2) [NCBI Gene 10916], MAGE (MAGE) [NCBI Gene 40860], MAGED2 (MAGE family member D2) [NCBI Gene 10916]
- **Proteins:** MAGE (MAGE)
- **Diseases:** hepatocellular carcinoma (MONDO:0007256), HCC (MONDO:0007256), obesity (MONDO:0011122)
- **Species:** Mus musculus (taxon 10090), Homo sapiens (taxon 9606)

## Full-text entities

- **Genes:** Mageb2 (MAGE family member B2) [NCBI Gene 17146] {aka Mage-b2, Mage-rs2, Smage2}, Magel2 (MAGE family member L2) [NCBI Gene 27385] {aka Mage-l2, NDNL1, nM15, ns7}, Vegfa (vascular endothelial growth factor A) [NCBI Gene 22339] {aka L-VEGF, Vegf, Vpf}, Ctcf (CCCTC-binding factor) [NCBI Gene 13018], MAGEA6 (MAGE family member A6) [NCBI Gene 4105] {aka CT1.6, MAGE-3b, MAGE3B, MAGE6}, Slco1a6 (solute carrier organic anion transporter family, member 1a6) [NCBI Gene 28254] {aka 4930422F19Rik, Oatp-5, Oatp5, Slc21a13}, Krt23 (keratin 23) [NCBI Gene 94179] {aka CK23, Haik1, K23, Krt1-23}, Magea1 (MAGE family member A1) [NCBI Gene 17137] {aka Mage-a1}, Krt5 (keratin 5) [NCBI Gene 110308] {aka 3300001P10Rik, CK5, K5, Krt2-5, Tfip8}, MAGEA12 (MAGE family member A12) [NCBI Gene 4111] {aka CT1.12, MAGE12}, Pdcd1 (programmed cell death 1) [NCBI Gene 18566] {aka Ly101, PD-1, Pdc1}, TRIM28 (tripartite motif containing 28) [NCBI Gene 10155] {aka KAP1, PPP1R157, RNF96, TF1B, TIF1B, TIF1beta}, Magea4 (MAGE family member A4) [NCBI Gene 17140] {aka Mage-a4}, Adgre5 (adhesion G protein-coupled receptor E5) [NCBI Gene 26364] {aka Cd97, TM7LN1}, MAGEA1 (MAGE family member A1) [NCBI Gene 4100] {aka CT1.1, MAGE1}, Bcl2l14 (BCL2 like 14) [NCBI Gene 66813] {aka 4930452K23Rik, 4933405K19Rik, 9030625M01Rik, Bcl-G, Bclg}, Trim28 (tripartite motif-containing 28) [NCBI Gene 21849] {aka KAP-1, KRIP-1, MommeD9, Tif1b, Tif1beta}, Magea13 (MAGE family member A13) [NCBI Gene 75352] {aka 4930550L24Rik, mage-k1}, FGF21 (fibroblast growth factor 21) [NCBI Gene 26291], MAGEC2 (MAGE family member C2) [NCBI Gene 51438] {aka CT10, HCA587, MAGEE1}, Magea9-ps (MAGE family member A9, pseudogene) [NCBI Gene 195772] {aka Mage-a9, Magea9}, Fblim1 (filamin binding LIM protein 1) [NCBI Gene 74202] {aka 2410043F08Rik, Cal, Fblp1, Gt10, migfilin, migfilin(s)}, Tubb2a (tubulin, beta 2A class IIA) [NCBI Gene 22151] {aka M(beta)2, Tubb2}, MAGED2 (MAGE family member D2) [NCBI Gene 10916] {aka 11B6, BARTS5, BCG-1, BCG1, HCA10, MAGE-D2}, Fbp1 (fructose bisphosphatase 1) [NCBI Gene 14121] {aka Fbp-2, Fbp2, Fbp3}, Ctcfl (CCCTC-binding factor like) [NCBI Gene 664799] {aka Boris}, Dnase1 (deoxyribonuclease I) [NCBI Gene 13419] {aka DNaseI, Dnl1}, MAGED1 (MAGE family member D1) [NCBI Gene 9500] {aka DLXIN-1, NRAGE}, Cd274 (CD274 antigen) [NCBI Gene 60533] {aka A530045L16Rik, B7h1, Pdcd1l1, Pdcd1lg1, Pdl1}, Nsmce3 (NSE3 homolog, SMC5-SMC6 complex component) [NCBI Gene 66647] {aka 5730494G16Rik, HCA4, Mageg1, Ndnl2, mage-g1}, Maged1 (MAGE family member D1) [NCBI Gene 94275] {aka 2810433C11Rik, 5430405L04Rik, DXBwg1492e, Dlixin, Dlxin-1, Dlxin1}, Ndn (necdin, MAGE family member) [NCBI Gene 17984] {aka Peg6}, MAGEB2 (MAGE family member B2) [NCBI Gene 4113] {aka CT3.2, DAM6, MAGE-XP-2}, Fgf21 (fibroblast growth factor 21) [NCBI Gene 56636] {aka Fgf8c}, Maged2 (MAGE family member D2) [NCBI Gene 80884] {aka 4833439A22Rik, Mage-d2, ORF1}, MAGEA3 (MAGE family member A3) [NCBI Gene 4102] {aka CT1.3, HIP8, HYPD, MAGE3}, Cyp1a1 (cytochrome P450, family 1, subfamily a, polypeptide 1) [NCBI Gene 13076] {aka AHH, AHRR, CP11, CYPIA1, P450-1}, Fate1 (fetal and adult testis expressed 1) [NCBI Gene 77905] {aka 9230118O15Rik}, Aebp1 (AE binding protein 1) [NCBI Gene 11568] {aka ACLP}, Galnt18 (polypeptide N-acetylgalactosaminyltransferase 18) [NCBI Gene 233733] {aka 2900011G21Rik, Galntl4, galNAc-T18, mpp-GalNAc-T18(O18)}, Cyp51 (cytochrome P450, family 51) [NCBI Gene 13121] {aka CYPLI, Cyp51a1, Ldm, P450-14DM, P450LI}
- **Diseases:** Cancer (MESH:D009369), lung tumors (MESH:D008175), metabolic syndrome (MESH:D024821), injury to (MESH:D014947), neurodevelopmental diseases (MESH:D004194), steatotic liver disease (MESH:D008107), medulloblastomas (MESH:D008527), hypoxia (MESH:D000860), metabolic dysfunction (MESH:D008659), tumorigenesis (MESH:D063646), oncogenes (MESH:D000074723), autoimmune diseases (MESH:D001327), Obesity (MESH:D009765), - and macrovesicular steatosis (MESH:D005234), type II (MESH:D006938), infection (MESH:D007239), colorectal cancer (MESH:D015179), death (MESH:D003643), Bartter syndrome (MESH:D001477), metastasis (MESH:D009362), Liver Tumors (MESH:D008113), MAGE[All (MESH:C536496), Prader-Willi and Schaaf-Yang syndromes (MESH:C000726748), dislocation (MESH:D004204), HCC (MESH:D006528), aggressive (MESH:D010554), breast cancer (MESH:D001943), type II diabetes (MESH:D003924), lymphomas (MESH:D008223)
- **Chemicals:** nitrogen (MESH:D009584), fat (MESH:D005223), paraffin (MESH:D010232), cholesterol (MESH:D002784), bevacizumab (MESH:D000068258), TRIzol (MESH:C411644), atezolizumab (MESH:C000594389), lanosterol (MESH:D007810), water (MESH:D014867), hematoxylin (MESH:D006416), H&amp;E (MESH:D006371), bile acids (MESH:D001647), AHE (-), formalin (MESH:D005557), alcohol (MESH:D000438), eosin Y (MESH:D004801), ammonium hydroxide (MESH:D064753), sterol (MESH:D013261), lipid (MESH:D008055), CO2 (MESH:D002245), SYBR Green (MESH:C098022)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** S2 — Drosophila melanogaster (Fruit fly), Spontaneously immortalized cell line (CVCL_Z232)

## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12939545/full.md

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Source: https://tomesphere.com/paper/PMC12939545