bioRxivGeneticsPreprint
G-quadruplex formation in GCK and TM6SF2 are targets for differential DNA methylation in metabolic disease and hepatocellular carcinoma patients
Angelika LahnsteineriD, Victoria EllmeriD, Anna Oberlercher, Zita Liutkevičiūtė, Esther SchönaueriD, Bernhard PaulweberiD, Elmar Stephan AigneriD, Angela RischiD
Abstract
The alarming increase in global rates of metabolic diseases (MetDs) and their association with cancer risk renders them a considerable burden on our society. The interplay of environmental and genetic factors in causing MetDs may be reflected in DNA methylation patterns, particularly at non-canonical (non-B) DNA structures, such as G-quadruplexes (G4s) or R-loops. To gain insight into the mechanisms of MetD progression, we focused on DNA methylation and functional analyses on intragenic regions of two MetD risk genes, the glucokinase (GCK) exon 7 and the transmembrane 6 superfamily 2 (TM6SF2) intron 2-exon 3 boundary, which harbor non-B DNA motifs for G4s and R-loops. Pyrosequencing of 148 blood samples from a nested cohort study revealed significant differential methylation in GCK and TM6SF2 in MetD patients versus healthy controls. Furthermore, these regions harbor hypervariable and differentially methylated CpGs also in hepatocellular carcinoma versus normal tissue samples from The Cancer Genome Atlas (TCGA). Permanganate/S1 nuclease footprinting with direct adapter ligation (PDAL-Seq), native polyacrylamide DNA gel electrophoresis and circular dichroism (CD) spectroscopy revealed the formation of G4 structures in these regions and demonstrated that their topology and stability is affected by DNA methylation. Detailed analyses including histone marks, chromatin conformation capture data, and luciferase reporter assays, highlighted the cell-type specific regulatory function of the target regions. Based on our analyses, we hypothesize that changes in DNA methylation lead to topological changes, especially in GCK exon 7, and cause the activation of alternative regulatory elements or potentially play a role in alternative splicing. Our analyses provide a new view on the mechanisms underlying the progression of MetDs and their link to hepatocellular carcinomas, unveiling non-B DNA structures as important key players already in early disease stages.
- organism: human
- assay: DNA methylation
- research focus: differential expression
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- DNA 5-methylcytosine regulates genome-wide formation of G-quadruplex structures
Kangkang Niu, Lijun Xiang, … Qili Feng·bioRxiv·Feb 16, 2023
- Long-Term Impact of Cumulative Hyperglycaemia on DNA Methylation and its Role in Diabetic Kidney Disease
Xiaoqi Luo, Anna Syreeni, … Niina Sandholm·medRxiv·Sep 3, 2026
- Integrated Metabolomic, Proteomic, and Phosphoproteomic Profiling Reveals CAMKK2-Dependent Regulation of Cell Cycle and Nucleotide Metabolism in Gastric Cancer
Mohd Altaf Najar, Nikita Choudhary, … Prashant Kumar Modi·bioRxiv·Apr 27, 2026
- Landscape and mutational dynamics of G-quadruplexes in the complete human genome and in haplotypes of diverse ancestry
Nikol Chantzi, Shiau Wei Liew, … Ilias Georgakopoulos‐Soares·bioRxiv·Jun 17, 2025
- A Spectroscopic Approach to Unravel the Local Conformations of G-quadruplex Using CD-active Fluorescent Base Analogues
D. Jose, M. M. Michael, … A. Zelaya·bioRxiv·Jul 6, 2022
- CD44 alternative splicing is a sensor of intragenic DNA methylation in tumors
Éric Batsché, Oriane Mauger, … Christian Muchardt·bioRxiv·Jun 28, 2019