# Genetic and Epigenetic Mechanisms in Serrated Adenocarcinomas and Classical Colorectal Carcinomas: An In Silico Study

**Authors:** Zeynep Sagnak Yilmaz, Sibel Demir Kececi, Ozgul Sagol, Sulen Sarioglu

PMC · DOI: 10.3390/cimb48020179 · Current Issues in Molecular Biology · 2026-02-04

## TL;DR

This study compares genetic and epigenetic differences between serrated and classical colorectal cancers using in silico analysis to identify potential therapeutic targets.

## Contribution

The study identifies novel hub genes and pathways specific to serrated adenocarcinomas, offering new insights into their molecular mechanisms.

## Key findings

- Serrated adenocarcinomas differ significantly in genomic alterations, mRNA expression, and DNA methylation compared to classical CRCs.
- Key hub genes like PSMC1, SNW1, and H3C2 are linked to chromatin regulation and MAPK signaling in SACs.
- Pathways related to cell structure, protein kinase activity, and immunological mechanisms are enriched in SACs.

## Abstract

Serrated adenocarcinoma (SAC) represents a molecularly heterogeneous subtype of colorectal carcinoma (CRC) linked to the serrated pathway. It is aimed to clarify the molecular mechanisms underlying SAC development. Digital slides from The Cancer Genome Atlas (TCGA) colorectal adenocarcinoma Firehose Legacy dataset (632 cases) were reviewed, and cases were classified as SAC, partial-SAC, or classical CRC. Genomic alterations, mRNA expression, and DNA hypermethylation were compared using cBioPortal. Enrichment analyses were performed via WebGestalt, and protein–protein interaction (PPI) networks with hub genes were identified using STRING and Cytoscape. Statistical significance was defined as p < 0.05 and q < 0.05. The results revealed that the groups showed significant differences in the expression of 327 genomic alterations, 20 mRNAs, and 21 methylated genes (p < 0.0001, q < 0.0001). Hub genes were PSMC1, FLT3LG, SNW1, H3C2, H1-2, H2BC14, H1-5, RPS16, SUPT5H, and MYOD1. The pathways associated with differently expressed genes were the following: cell structure and morphology (phagocytic vesicle, microvillus, endocytosis, and immobile cilium), protein kinase activity (particularly MAPK), and immunological mechanisms. The hub genes act as molecular bridges connecting the observed genomic and epigenetic variations, particularly driving chromatin-related regulation and MAPK signaling pathways. In particular, PSMC1, SNW1, H3C2, H1-2, and H2BC14 genes offer promising molecular targets for future therapeutic approaches in SACs.

## Linked entities

- **Genes:** PSMC1 (proteasome 26S subunit, ATPase 1) [NCBI Gene 5700], FLT3LG (fms related receptor tyrosine kinase 3 ligand) [NCBI Gene 2323], SNW1 (SNW domain containing 1) [NCBI Gene 22938], H3C2 (H3 clustered histone 2) [NCBI Gene 8358], H1-2 (H1.2 linker histone, cluster member) [NCBI Gene 3006], H2BC14 (H2B clustered histone 14) [NCBI Gene 8342], H1-5 (H1.5 linker histone, cluster member) [NCBI Gene 3009], RPS16 (ribosomal protein S16) [NCBI Gene 6217], SUPT5H (SPT5 homolog, DSIF elongation factor subunit) [NCBI Gene 6829], MYOD1 (myogenic differentiation 1) [NCBI Gene 4654]
- **Diseases:** colorectal carcinoma (MONDO:0024331)

## Full-text entities

- **Genes:** MYOD1 (myogenic differentiation 1) [NCBI Gene 4654] {aka CMYO17, CMYP17, MYF3, MYOD, MYODRIF, PUM}, SNW1 (SNW domain containing 1) [NCBI Gene 22938] {aka Bx42, FUN20, NCOA-62, PRPF45, Prp45, SKIIP}, SH3RF1 (SH3 domain containing ring finger 1) [NCBI Gene 57630] {aka POSH, RNF142, SH3MD2}, TTN (titin) [NCBI Gene 7273] {aka CMD1G, CMH9, CMPD4, CMYO5, CMYP5, EOMFC}, MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 2475] {aka FRAP, FRAP1, FRAP2, RAFT1, RAPT1, SKS}, TAS2R46 (taste 2 receptor member 46) [NCBI Gene 259292] {aka T2R46, T2R54}, TUBA1B (tubulin alpha 1b) [NCBI Gene 10376] {aka K-ALPHA-1}, COX6A2 (cytochrome c oxidase subunit 6A2) [NCBI Gene 1339] {aka COX6AH, COXVIAH, COXVIa-M, MC4DN18}, HMHB1 (histocompatibility minor HB-1) [NCBI Gene 57824] {aka HB-1, HB-1Y, HLA-HB1}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, CD274 (CD274 molecule) [NCBI Gene 574058] {aka PDL1}, H1-2 (H1.2 linker histone, cluster member) [NCBI Gene 3006] {aka H1.2, H1C, H1F2, H1s-1, HIST1H1C}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, LAG3 (lymphocyte activating 3) [NCBI Gene 3902] {aka CD223}, GABARAP (GABA type A receptor-associated protein) [NCBI Gene 11337] {aka ATG8A, GABARAP-a, MM46}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, OR2AG2 (olfactory receptor family 2 subfamily AG member 2) [NCBI Gene 338755] {aka OR11-76, OR2AG2P}, SH3GL3 (SH3 domain containing GRB2 like 3, endophilin A3) [NCBI Gene 6457] {aka CNSA3, EEN-B2, HsT19371, SH3D2C, SH3P13}, ACTA2 (actin alpha 2, smooth muscle) [NCBI Gene 733615] {aka ACT-4, actin}, PCNA (proliferating cell nuclear antigen) [NCBI Gene 5111] {aka ATLD2}, HLA-G (major histocompatibility complex, class I, G) [NCBI Gene 3135] {aka MHC-G}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, MYH14 (myosin heavy chain 14) [NCBI Gene 79784] {aka DFNA4, DFNA4A, FP17425, MHC16, MYH17, NMHC II-C}, H2BC21 (H2B clustered histone 21) [NCBI Gene 8349] {aka GL105, H2B, H2B-GL105, H2B.1, H2BE, H2BFQ}, DGCR5 (DiGeorge syndrome critical region gene 5) [NCBI Gene 26220] {aka DGCR10, DGCR9, DGS-A, DGS-B, LINC00037, NCRNA00037}, DENND5A (DENN domain containing 5A) [NCBI Gene 23258] {aka DEE49, EIEE49, RAB6IP1}, FLT3LG (fms related receptor tyrosine kinase 3 ligand) [NCBI Gene 2323] {aka FL, FLG3L, FLT3L, IMD125}, CHGA (chromogranin A) [NCBI Gene 1113] {aka CGA, PHE5, PHES}, PPIE (peptidylprolyl isomerase E) [NCBI Gene 10450] {aka CYP-33, CYP33, CypE}, FGB (fibrinogen beta chain) [NCBI Gene 2244] {aka HEL-S-78p}, AHSP (alpha hemoglobin stabilizing protein) [NCBI Gene 51327] {aka EDRF, ERAF}, BCHE (butyrylcholinesterase) [NCBI Gene 590] {aka BCHED, CHE1, CHE2, E1}, IL1A (interleukin 1 alpha) [NCBI Gene 3552] {aka IL-1 alpha, IL-1A, IL1, IL1-ALPHA, IL1F1}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, PCDHB12 (protocadherin beta 12) [NCBI Gene 56124] {aka PCDH-BETA12}, GTF3C6 (general transcription factor IIIC subunit 6) [NCBI Gene 112495] {aka C6orf51, TFIIIC35, bA397G5.3}, NEBL (nebulette) [NCBI Gene 10529] {aka C10orf113, LASP2, LNEBL, bA165O3.1}, ZNF80 (zinc finger protein 80) [NCBI Gene 7634] {aka pT17}, CLUHP3 (clustered mitochondria homolog pseudogene 3) [NCBI Gene 100132341] {aka C16orf67, KIAA0664L3, KIAA0664P3, URLC3}, CLCN3 (Cl-/H+ antiporter 3) [NCBI Gene 1182] {aka CLC3, ClC-3, NEDHYBA, NEDSBA}, MAP3K7CL (MAP3K7 C-terminal like) [NCBI Gene 56911] {aka C21orf7, HC21ORF7, TAK1L, TAKL, TAKL-1, TAKL-2}, SUPT5H (SPT5 homolog, DSIF elongation factor subunit) [NCBI Gene 6829] {aka SPT5, SPT5H, Tat-CT1}, H1-5 (H1.5 linker histone, cluster member) [NCBI Gene 3009] {aka H1, H1.5, H1B, H1F5, H1s-3, HIST1H1B}, RBBP4 (RB binding protein 4, chromatin remodeling factor) [NCBI Gene 5928] {aka NURF55, RBAP48, lin-53}, TMCO1 (transmembrane and coiled-coil domains 1) [NCBI Gene 54499] {aka CFSMR1, HP10122, PCIA3, PNAS-136, TMCC4}, COX8C (cytochrome c oxidase subunit 8C) [NCBI Gene 341947] {aka COX8-3}, FOXP3 (forkhead box P3) [NCBI Gene 50943] {aka AIID, DIETER, IPEX, JM2, PIDX, XPID}, IL12B (interleukin 12B) [NCBI Gene 3593] {aka CLMF, CLMF2, IL-12B, IMD28, IMD29, NKSF}, RPS16 (ribosomal protein S16) [NCBI Gene 6217] {aka S16, uS9}, TBCEL (tubulin folding cofactor E like) [NCBI Gene 219899] {aka El, LRRC35}, PSMC1 (proteasome 26S subunit, ATPase 1) [NCBI Gene 5700] {aka NEDGTH, P26S4, RPT2, S4, p56}, CCDC42 (coiled-coil domain containing 42) [NCBI Gene 146849] {aka CCDC42A}, GLB1L3 (galactosidase beta 1 like 3) [NCBI Gene 112937], CAPRIN1 (cell cycle associated protein 1) [NCBI Gene 4076] {aka CONDCAC, GPIAP1, GPIP137, GRIP137, M11S1, NEDLAAD}, ZNF146 (zinc finger protein 146) [NCBI Gene 7705] {aka OZF}, CYCS (cytochrome c, somatic) [NCBI Gene 54205] {aka CYC, HCS, THC4}, BTBD16 (BTB domain containing 16) [NCBI Gene 118663] {aka C10orf87}, BRAF (B-Raf proto-oncogene, serine/threonine kinase) [NCBI Gene 673] {aka B-RAF1, B-raf, BRAF-1, BRAF1, NS7, RAFB1}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, ACAD10 (acyl-CoA dehydrogenase family member 10) [NCBI Gene 80724]
- **Diseases:** metastasis (MESH:D009362), malnutrition (MESH:D044342), deaths (MESH:D003643), CRC (MESH:D015179), insulin resistance (MESH:D007333), serrated polyps (MESH:D011127), CIMP (MESH:D007516), necrosis (MESH:D009336), SACs (MESH:D000082122), injury to (MESH:D014947), inflammation (MESH:D007249), Cancer (MESH:D009369), SAC (MESH:D000230), MSI- (MESH:D053842), SSL (MESH:D009059), TSA (MESH:D000236), Metabolic dysregulation (MESH:D021081), Colorectal Adenocarcinoma (MESH:D003110), hypoxia (MESH:D000860)
- **Chemicals:** H&amp;E (MESH:D006371), haematoxylin (MESH:D006416), vitamin K (MESH:D014812), serine (MESH:D012694), ATP (MESH:D000255), eosin (MESH:D004801), glucose (MESH:D005947), threonine (MESH:D013912), calcium (MESH:D002118), poly(A) (MESH:D011061), phosphorus (MESH:D010758), phosphate (MESH:D010710), oxygen (MESH:D010100), triglyceride (MESH:D014280), glutamate (MESH:D018698)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** serine/threonine, V600E

## Full text

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## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12939040/full.md

## References

65 references — full list in the complete paper: https://tomesphere.com/paper/PMC12939040/full.md

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Source: https://tomesphere.com/paper/PMC12939040