Related Experiment Video
Updated: Jan 7, 2026

Targeted Next-generation Sequencing and Bioinformatics Pipeline to Evaluate Genetic Determinants of Constitutional Disease
Published on: April 4, 2018
Crotonylation and the Risk of Head and Neck Cancer: Insights from a Two-Sample Mendelian Randomization Study
Danya Zhang1, Xinjian Zhang2, Huiying Li3
1Department of Oral and Maxillofacial Surgery, Stomatological Hospital, School of Stomatology, Southern Medical University, 366 Jiangnan Boulevard, Haizhu District, Guangzhou, Guangdong, 510280, China.
Background:
Head and neck cancer (HNC) remains a major global health burden with limited improvement in survival. Crotonylation has been implicated in tumour biology, but its causal contribution to HNC risk is unclear.
Methods:
We conducted a two-sample Mendelian randomization (MR) study using expression quantitative trait loci (eQTL)-instrumented expression of crotonylation-related genes. Differential expression was assessed in The Cancer Genome Atlas (TCGA). Mediation MR evaluated 1,400 metabolites and 731 immune-cell traits. Single-cell RNA sequencing (scRNA-seq) mapped cell type - specific expression, and quantitative PCR (qPCR) validated expression in tumour versus normal tissues.
Results:
MR analysis identified that genetically predicted expression of Glutaryl-CoA Dehydrogenase (GCDH) and Acyl-CoA synthetase, short-chain family member 2 (ACSS2) were causally associated with an increased risk of HNC, and Double PHD fingers 2 (DPF2) and Histone deacetylase 7 (HDAC7) were found to have protective effects against HNC. Moreover, TCGA analysis confirmed a consistent association between GCDH and HNC risk. Mediation MR showed no significant metabolite mediators, although 16α-hydroxy DHEA 3-sulfate levels exhibited a borderline signal. In contrast, two immune-cell traits: CX3CR1 on CD14⁺CD16⁺ monocytes and CD8 on CD39⁺ CD8^br cells partially mediated the effect of GCDH on HNC. scRNA-seq demonstrated lineage-dependent expression of GCDH, and GCDH was enriched in malignant and stromal compartments, with qPCR confirming elevated GCDH expression in tumour samples compared with adjacent normal tissues.
Conclusion:
This study suggests a potential causal association between GCDH expression and increased HNC risk, partially mediated by immune-cell traits, pending further validation via colocalization and functional assays. Our findings highlight GCDH as a promising target for further mechanistic studies and potential therapeutic intervention in HNC.
Clinical Relevance:
The identification of GCDH as a potential risk factor in HNC opens new avenues for targeted therapies, offering potential improvements in patient outcomes through precision medicine approaches.
More Related Videos
09:52Generation of High Quality Chromatin Immunoprecipitation DNA Template for High-throughput Sequencing ChIP-seq
Published on: April 19, 2013
08:15gDNA Enrichment by a Transposase-based Technology for NGS Analysis of the Whole Sequence of BRCA1, BRCA2, and 9 Genes Involved in DNA Damage Repair
Published on: October 6, 2014
Related Concept Videos
Non-LTR Retrotransposons
Mutagenicity and Carcinogenicity
Single Nucleotide Polymorphisms-SNPs
Cancer Survival Analysis
The Nucleolus
Chi-square Analysis
The chi-square test was developed by Pearson in 1990.
The first step of performing a Chi-square analysis is to establish a null hypothesis, which assumes that there is no real...