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1.
Nat Commun ; 14(1): 5958, 2023 09 25.
Article in English | MEDLINE | ID: mdl-37749132

ABSTRACT

Genome-wide association studies have identified numerous variants associated with human complex traits, most of which reside in the non-coding regions, but biological mechanisms remain unclear. However, assigning function to the non-coding elements is still challenging. Here we apply Activity-by-Contact (ABC) model to evaluate enhancer-gene regulation effect by integrating multi-omics data and identified 544,849 connections across 20 cancer types. ABC model outperforms previous approaches in linking regulatory variants to target genes. Furthermore, we identify over 30,000 enhancer-gene connections in colorectal cancer (CRC) tissues. By integrating large-scale population cohorts (23,813 cases and 29,973 controls) and multipronged functional assays, we demonstrate an ABC regulatory variant rs4810856 associated with CRC risk (Odds Ratio = 1.11, 95%CI = 1.05-1.16, P = 4.02 × 10-5) by acting as an allele-specific enhancer to distally facilitate PREX1, CSE1L and STAU1 expression, which synergistically activate p-AKT signaling. Our study provides comprehensive regulation maps and illuminates a single variant regulating multiple genes, providing insights into cancer etiology.


Subject(s)
Genome-Wide Association Study , Neoplasms , Humans , Regulatory Sequences, Nucleic Acid , Gene Expression Regulation , Chromosome Mapping , Alleles , Polymorphism, Single Nucleotide , Genetic Predisposition to Disease , Enhancer Elements, Genetic/genetics , Neoplasms/genetics , Cytoskeletal Proteins/genetics , RNA-Binding Proteins/genetics
2.
J Cancer Res Clin Oncol ; 149(15): 14205-14225, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37558766

ABSTRACT

PURPOSE: Breast cancer (BRCA) is a prevalent tumor worldwide. The association between the coiled-coil domain-containing (CCDC) protein family and different tumors has been established. However, the prognostic significance of this protein family in breast cancer remains uncertain. METHODS: Gene expression and clinical data were obtained from the TCGA, METABRIC, and GEO databases. Prognosis genes were identified using univariate Cox and LASSO Cox regression, leading to the establishment of a prognostic signature. Subsequently, the risk model was conducted based on survival and clinical feature analyses, and a nomogram for prognosis prediction was developed. Furthermore, analyses of biological function, immune characteristics, and drug sensitivity were performed. Finally, single-cell sequencing data were utilized to uncover the expression patterns of genes in the risk model. RESULTS: Five genes were identified and utilized for risk modeling. The model demonstrated excellent prognostic value as indicated by ROC and Kaplan-Meier analysis. The high-risk group exhibited shorter survival time and higher likelihood of recurrence. Functional annotation indicated a correlation between the risk score and immune pathways. Conversely, the low-risk group displayed a greater enrichment in immune pathways and exhibited more active immune microenvironment characteristics. Additionally, drug sensitivity analysis using both public and our sequencing data revealed that the risk model possessed a broad range of predictive values. CONCLUSIONS: We have developed a gene signature and have verified that patients with low-risk are more likely to have better prognosis and respond positively to therapy. This finding offers a valuable point of reference for BRCA individualized treatment.

3.
Am J Cancer Res ; 13(12): 6210-6225, 2023.
Article in English | MEDLINE | ID: mdl-38187046

ABSTRACT

Estrogen receptor positive (ER+) breast cancer patients exhibit poorer responsiveness to nab-paclitaxel compared to ER negative (ER-) patients, with the underlying mechanisms remaining unknown. Caveolin 1 (CAV1) is a membrane invagination protein critical for the endocytosis of macromolecules including albumin-bound chemotherapeutic agents. Here, we demonstrate that ERα limits the efficacy of nab-paclitaxel in breast cancer cells while genetic or pharmacological inhibition of ERα increased the sensitivity of ER+ breast cancer cells to nab-paclitaxel. Notably, CAV1 expression inversely correlates with ERα and relates to improved clinical outcomes from nab-paclitaxel treatment. Importantly, ERα stimulates m6A dependent maturation of miR199a-5p, which is elevated in ER+ breast cancer, to inhibit CAV1 translation by antagonizing m6A modification of CAV1 mRNA. Together, our findings reveal a novel role of ERα in promoting m6A modification and subsequent maturation of miR199a-5p, which is upregulated in ER+ breast cancer, leading to the suppression of m6A modification of CAV1 and its mRNA translation, thereby contributing to nab-paclitaxel resistance. Thus, combining an ER antagonist with nab-paclitaxel could offer a promising strategy for treating ER+ breast cancer patients.

4.
Cancer Res ; 82(19): 3449-3456, 2022 Oct 04.
Article in English | MEDLINE | ID: mdl-35972351

ABSTRACT

Microorganisms are commonly detected in tumor tissues, and the species and abundance have been reported to affect cancer initiation, progression, and therapy. Host genetics have been associated with gut microbial abundances, while the relationships between genetic variants and the cancer microbiome still require systematic interrogation. Therefore, identification of cancer microbiome quantitative trait loci (mbQTL) across cancer types might elucidate the contributions of genetic variants to tumor development. Using genotype data from The Cancer Genome Atlas and microbial abundance levels from Kraken-derived data, we developed a computational pipeline to identify mbQTLs in 32 cancer types. This study systematically identified 38,660 mbQTLs across cancers, ranging 50 in endometrial carcinoma to 3,133 in thyroid carcinoma. Furthermore, a strong enrichment of mbQTLs was observed among transcription factor binding sites and chromatin regulatory elements, such as H3K27ac. Notably, mbQTLs were significantly enriched in cancer genome-wide association studies (GWAS) loci and explained an average of 2% for cancer heritability, indicating that mbQTLs could provide additional insights into cancer etiology. Correspondingly, 24,443 mbQTLs overlapping with GWAS linkage disequilibrium regions were identified. Survival analyses identified 318 mbQTLs associated with patient overall survival. Moreover, we uncovered 135,248 microbiome-immune infiltration associations and 166,603 microbiome-drug response associations that might provide clues for microbiome-based biomarkers. Finally, a user-friendly database, Cancer-mbQTL (http://canmbqtl.whu.edu.cn/#/), was constructed for users to browse, search, and download data of interest. This study provides a valuable resource for investigating the roles of genetics and microorganisms in human cancer. SIGNIFICANCE: This study provides insights into the host-microbiome interactions for multiple cancer types, which could help the research community understand the effects of inherited variants in tumorigenesis and development.


Subject(s)
Microbiota , Neoplasms , Chromatin , Genome-Wide Association Study , Humans , Microbiota/genetics , Neoplasms/genetics , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Transcription Factors/genetics
5.
Chin Med J (Engl) ; 135(11): 1348-1357, 2022 Jun 05.
Article in English | MEDLINE | ID: mdl-35830250

ABSTRACT

BACKGROUND: Pancreatic adenocarcinoma (PAAD) is an extremely lethal malignancy. Identification of the functional genes and genetic variants related to PAAD prognosis is important and challenging. Previously identified prognostic genes from several expression profile analyses were inconsistent. The regulatory genetic variants that affect PAAD prognosis were largely unknown. METHODS: Firstly, a meta-analysis was performed with seven published datasets to systematically explore the candidate prognostic genes for PAAD. Next, to identify the regulatory variants for those candidate genes, expression quantitative trait loci analysis was implemented with PAAD data resources from The Cancer Genome Atlas. Then, a two-stage association study in a total of 893 PAAD patients was conducted to interrogate the regulatory variants and find the prognostic locus. Finally, a series of biochemical experiments and phenotype assays were carried out to demonstrate the biological function of variation and genes in PAAD progression process. RESULTS: A total of 128 genes were identified associated with the PAAD prognosis in the meta-analysis. Fourteen regulatory loci in 12 of the 128 genes were discovered, among which, only rs4887783, the functional variant in the promoter of Ring Finger and WD Repeat Domain 3 ( RFWD3 ), presented significant association with PAAD prognosis in both stages of the population study. Dual-luciferase reporter and electrophoretic mobility shift assays demonstrated that rs4887783-G allele, which predicts the worse prognosis, enhanced the binding of transcript factor REST, thus elevating RFWD3 expression. Further phenotypic assays revealed that excess expression of RFWD3 promoted tumor cell migration without affecting their proliferation rate. RFWD3 was highly expressed in PAAD and might orchestrate the genes in the DNA repair process. CONCLUSIONS: RFWD3 and its regulatory variant are novel genetic factors for PAAD prognosis.


Subject(s)
Adenocarcinoma , Pancreatic Neoplasms , Adenocarcinoma/genetics , Biomarkers, Tumor/genetics , Gene Expression Regulation, Neoplastic , Humans , Pancreatic Neoplasms/pathology , Prognosis , Quantitative Trait Loci/genetics , Ubiquitin-Protein Ligases/genetics , WD40 Repeats , Pancreatic Neoplasms
6.
Cancer Res ; 82(11): 2084-2096, 2022 06 06.
Article in English | MEDLINE | ID: mdl-35363263

ABSTRACT

Understanding the genetic variation underlying transcript splicing is essential for fully dissecting the molecular mechanisms of common diseases. The available evidence from splicing quantitative trait locus (sQTL) studies using pancreatic ductal adenocarcinoma (PDAC) tissues have been limited to small sample sizes. Here we present a genome-wide sQTL analysis to identify SNP that control mRNA splicing in 176 PDAC samples from TCGA. From this analysis, 16,175 sQTLs were found to be significantly enriched in RNA-binding protein (RBP) binding sites and chromatin regulatory elements and overlapped with known loci from PDAC genome-wide association studies (GWAS). sQTLs and expression quantitative trait loci (eQTL) showed mostly nonoverlapping patterns, suggesting sQTLs provide additional insights into the etiology of disease. Target genes affected by sQTLs were closely related to cancer signaling pathways, high mutational burden, immune infiltration, and pharmaceutical targets, which will be helpful for clinical applications. Integration of a large-scale population consisting of 2,782 patients with PDAC and 7,983 healthy controls identified an sQTL variant rs1785932-T allele that promotes alternative splicing of ELP2 exon 6 and leads to a lower level of the ELP2 full-length isoform (ELP2_V1) and a higher level of a truncated ELP2 isoform (ELP2_V2), resulting in decreased risk of PDAC [OR = 0.83; 95% confidence interval (CI), 0.77-0.89; P = 1.16 × 10-6]. The ELP2_V2 isoform functioned as a potential tumor suppressor gene, inhibiting PDAC cell proliferation by exhibiting stronger binding affinity to JAK1/STAT3 than ELP2_V1 and subsequently blocking the pathologic activation of the phosphorylated STAT3 (pSTAT3) pathway. Collectively, these findings provide an informative sQTL resource and insights into the regulatory mechanisms linking splicing variants to PDAC risk. SIGNIFICANCE: In pancreatic cancer, splicing quantitative trait loci analysis identifies a rs1785932 variant that contributes to decreased risk of disease by influencing ELP2 mRNA splicing and blocking the STAT3 oncogenic pathway.


Subject(s)
Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Alternative Splicing , Carcinoma, Pancreatic Ductal/genetics , Genome-Wide Association Study/methods , Humans , Intracellular Signaling Peptides and Proteins/genetics , Pancreatic Neoplasms/genetics , Polymorphism, Single Nucleotide , Protein Isoforms/genetics , RNA Splicing/genetics , RNA, Messenger
7.
Sci Total Environ ; 807(Pt 1): 150753, 2022 Feb 10.
Article in English | MEDLINE | ID: mdl-34619205

ABSTRACT

BACKGROUND: Bisphenols and triclosan (TCS) are common endocrine disrupters (EDCs) that may induce oxidative stress. However, there is limited information as to whether these EDCs interact with genetic variants to modify the levels of oxidative stress on a genome-wide scale. METHODS: We first performed a genome-wide scan among a Chinese population and also measured three urinary EDCs, including bisphenol A (BPA), bisphenol F (BPF) and TCS, and three urinary oxidative stress markers [4-hydroxy-2-nonenal-mercapturic acid (HNE-MA), 8-iso-prostaglandin-F2α (8-isoPGF2α) and 8-hydroxy-deoxyguanosine (8-OHdG)]. Subsequently, we examined interactions between three urinary EDCs and nearly 4.6 million genetic variants for three urinary oxidative stress markers by the general linear model. RESULTS: Urinary BPA, BPF and TCS were positively associated with HNE-MA, 8-isoPGF2α and 8-OHdG. Significant rs6855040 (4p15.32/between SNORA75B and QDPR)-BPA, rs1112943 (4q35.1/SNX25)-TCS interactions were associated with the 8-isoPGF2α levels (all P < 5 × 10-8). In addition, rs4656116 (1p22.3/CACL1), rs16958760 (17p11.2/between USP43 and DHRS7C) and rs11651078 (17p11.2/LOC339260) showed significant gene-TCS interactions with 8-OHdG (all P < 5 × 10-8). The gene-level analysis found significant interaction between SNX25 and TCS for 8-isoPGF2α levels (P < 2.12 × 10-6). CONCLUSION: Our results identify several gene-EDCs interactions for oxidative stress, highlighting that EDCs may modify the effect of genetic variants on oxidative stress.


Subject(s)
Triclosan , 8-Hydroxy-2'-Deoxyguanosine , Benzhydryl Compounds/toxicity , Biomarkers , Oxidative Stress , Phenols , Triclosan/toxicity
8.
Carcinogenesis ; 42(11): 1347-1356, 2021 11 12.
Article in English | MEDLINE | ID: mdl-34665859

ABSTRACT

Substantial evidence highlighted the critical role of long non-coding RNAs (lncRNA) in driving hepatocarcinogenesis. We hypothesized that functional variants in genome-wide association studies (GWASs) associated loci might alter the expression levels of lncRNAs and contribute to the development of hepatocellular carcinoma (HCC). Here, we prioritized potentially cis-expression quantitative trait loci-based single nucleotide polymorphism (SNP)-lncRNA association together with the physical interaction by the analyses from Hi-C data in GWAS loci of chronic hepatitis B and HCC. Subsequently, by leveraging two-stage case-control study (1738 hepatitis B [HBV]) related HCC cases and 1988 HBV persistent carriers) and biological assays, we identified that rs2647046 was significantly associated with HCC risk (odds ratio = 1.26, 95% CI = 1.11 to 1.43, P = 4.14 × 10-4). Luciferase reporter assays and electrophoretic mobility shift assays showed that rs2647046 A allele significantly increased transcriptional activity via influencing transcript factor binding affinity. Allele-specific chromosome conformation capture assays revealed that enhancer with rs2647046 interacted with the HLA-DQB1-AS1 promoter to allele-specifically influence its expression by CTCF-mediated long-range loop. Cell proliferation assays indicated that HLA-DQB1-AS1 is a potential oncogene in HCC. Our study showed HLA-DQB1-AS1 regulated by a causal SNP in a long-range interaction manner conferred the susceptibility to HCC, suggesting an important mechanism of modulating lncRNA expression for risk-associated SNPs in the etiology of HCC.


Subject(s)
Antisense Elements (Genetics)/genetics , Carcinoma, Hepatocellular/genetics , Enhancer Elements, Genetic , HLA-DQ beta-Chains/metabolism , Liver Neoplasms/genetics , Promoter Regions, Genetic , RNA, Long Noncoding/genetics , Carcinoma, Hepatocellular/pathology , Cell Line, Tumor , HLA-DQ beta-Chains/genetics , Humans , Liver Neoplasms/pathology , Polymorphism, Single Nucleotide , Quantitative Trait Loci
9.
Cancer Lett ; 518: 140-151, 2021 10 10.
Article in English | MEDLINE | ID: mdl-34274452

ABSTRACT

The activating transcription factor 1 (ATF1) has been identified as a vital pathogenic factor in the progression of colorectal cancer (CRC), whiles, the precise regulatory mechanisms remain elusive. Here, we comprehensively characterized the ATF1 cistrome by RNA-seq and ChIP-seq assays in CRC cell lines. As the results, we identified 358 genes differentially regulated and 15,029 ATF1 binding sites and demonstrated that ATF1 was widely involved in major signaling pathways in CRC, such as Wnt, TNF, Jak-STAT. Subsequently, by the expression quantitative trait loci (eQTL) analyses, we found that rs7017386 was associated with the expression of CCAT1 and PVT1 in the Wnt pathway. By a two-stage population study with 6,131 CRC cases and 10,022 healthy controls, we identified the variant was associated with CRC risk. Mechanistically, we found rs7017386 allele-specifically enhanced the binding affinity of ATF1 and promoted the expressions of PVT1 and CCAT1, via forming a long-range chromatin loop. Moreover, those two lncRNAs could synergistically facilitate c-Myc expression to activate the Wnt pathway in CRC progression. Our findings not only demonstrated the transcriptomic profiling of ATF1 in CRC, but also provided important clues for the etiology of CRC.


Subject(s)
Activating Transcription Factor 1/genetics , Chromatin/genetics , Colorectal Neoplasms/genetics , Genetic Variation/genetics , Oncogenes/genetics , RNA, Long Noncoding/genetics , Carcinogenesis/genetics , Cell Line, Tumor , Gene Expression Profiling/methods , HCT116 Cells , Humans , Signal Transduction/genetics , Wnt Signaling Pathway/genetics
10.
Clin Transl Med ; 11(6): e485, 2021 06.
Article in English | MEDLINE | ID: mdl-34185429

ABSTRACT

BACKGROUND: Esophageal squamous cell carcinoma (ESCC) is one of the common gastrointestinal malignancy with an inferior prognosis outcome. DNA replication licensing aberration induced by dysregulation of minichromosome maintenance proteins (MCMs) causes genomic instability and cancer metastasis. SUMOylation modification plays a pivotal role in regulation of genomic integrity, while its dysregulation fueled by preexisting germline variants in cancers remains poorly understood. METHODS: Firstly, we conducted two-stage survival analysis consisting of an exome-wide association study in 904 ESCC samples and another independent 503 ESCC samples. Then, multipronged functional experiments were performed to illuminate the potential biological mechanisms underlying the promising variants, and MCM10 influences the ESCC progression. Finally, we tested the effects of MCM10 inhibitors on ESCC cells. RESULTS: A germline variant rs2274110 located at the exon 15 of MCM10 was identified to be significantly associated with the prognosis of ESCC patients. Individuals carrying rs2274110-AA genotypes confer a poor survival (hazard ratio = 1.61, 95% confidence interval = 1.35-1.93, p = 1.35 × 10-7 ), compared with subjects carrying rs2274110-AG/GG genotypes. Furthermore, we interestingly found that the variant can increase SUMOylation levels at K669 site (Lys[K]699Arg[R]) of MCM10 protein mediated by SUMO2/3 enzymes, which resulted in an aberrant overexpression of MCM10. Mechanistically, aberrant overexpression of MCM10 facilitated the proliferation and metastasis abilities of ESCC cells in vitro and in vivo by inducing DNA over-replication and genomic instability, providing functional evidence to support our population finding that high expression of MCM10 is extensively presented in tumor tissues of ESCC and correlated with inferior survival outcomes of multiple cancer types, including ESCC. Finally, MCM10 inhibitors Suramin and its analogues were revealed to effectively block the metastasis of ESCC cells. CONCLUSIONS: These findings not only demonstrate a potential biological mechanism between aberrant SUMOylation, genomic instability and cancer metastasis, but also provide a promising biomarker aiding in stratifying ESCC individuals with different prognosis, as well as a potential therapeutic target MCM10.


Subject(s)
Biomarkers, Tumor/metabolism , Esophageal Neoplasms/mortality , Esophageal Squamous Cell Carcinoma/mortality , Genomic Instability , Minichromosome Maintenance Proteins/chemistry , Mutation , Sumoylation , Animals , Apoptosis , Biomarkers, Tumor/genetics , Cell Proliferation , Disease Progression , Esophageal Neoplasms/drug therapy , Esophageal Neoplasms/genetics , Esophageal Neoplasms/pathology , Esophageal Squamous Cell Carcinoma/drug therapy , Esophageal Squamous Cell Carcinoma/genetics , Esophageal Squamous Cell Carcinoma/pathology , Female , Gene Expression Regulation, Neoplastic , Humans , Mice , Mice, Inbred BALB C , Mice, Nude , Minichromosome Maintenance Proteins/genetics , Minichromosome Maintenance Proteins/metabolism , Prognosis , Survival Rate , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
11.
Eur J Cancer ; 151: 94-105, 2021 07.
Article in English | MEDLINE | ID: mdl-33975060

ABSTRACT

AIM: This study aimed to identify the functional genes and genetic variants associated with the prognosis of pancreatic ductal adenocarcinoma (PDAC) and reveal the mechanism underlying their prognostic roles. METHODS: First, we implement a two-stage exome-wide association study in a total of 1070 patients to identify the genetic variant correlated with PDAC prognosis. Then we performed fine mapping through bioinformatics analysis and dual-luciferase reporter assays to reveal the causal functional variant and prognostic gene. Next, we established the gene knockdown, knockout, and overexpression cell lines with small interfering RNA, CRISPR/Cas9, and lentivirus, respectively, and investigated the gene function on cell proliferation and migration in vivo and in vitro. Finally, we performed the RNA-seq to elucidate downstream genes and mechanisms altering PDAC prognosis. RESULTS: We identified the CAV1-CAV2 locus tagged by rs8940 was significantly associated with PDAC prognosis, and rs10249656 in the 3'untranslated region of CAV2 was the real functional variant, which upregulated CAV2 expression through abolishing miR-548s binding. We observed upregulated CAV2 in PDAC and the higher expression correlated with worse prognosis. Transient knockdown of CAV2 inhibited PDAC migration without affecting proliferation rate. Knockout of CAV2 suppressed PDAC progression and metastasis, whereas stable overexpression of CAV2 promoted. Overexpressed CAV2 promoted the PDAC progression and metastasis via perturbing genes in the focal adhesion (CCND1, IGTA1, and ZYX) and extracellular matrix organisation (PLOD2, CAST, and ITGA1) pathways mechanically. CONCLUSION: These findings shed light on an important role of CAV2 on PDAC progression and the prognostic impact of its genetic variation.


Subject(s)
Carcinoma, Pancreatic Ductal/metabolism , Caveolin 2/metabolism , Cell Movement , Lung Neoplasms/metabolism , Pancreatic Neoplasms/metabolism , Polymorphism, Single Nucleotide , Animals , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/secondary , Caveolin 2/genetics , Cell Line, Tumor , Disease Progression , Extracellular Matrix/genetics , Extracellular Matrix/metabolism , Extracellular Matrix/pathology , Focal Adhesions/genetics , Focal Adhesions/metabolism , Focal Adhesions/pathology , Gene Expression Regulation, Neoplastic , Genetic Association Studies , Humans , Lung Neoplasms/genetics , Lung Neoplasms/secondary , Mice, Inbred BALB C , Mice, Nude , MicroRNAs/genetics , MicroRNAs/metabolism , Neoplasm Invasiveness , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , RNA-Seq , Signal Transduction , Exome Sequencing
12.
Arch Toxicol ; 95(3): 1117-1128, 2021 03.
Article in English | MEDLINE | ID: mdl-33474615

ABSTRACT

N6-Methyladenosine (m6A) is the most prevalent modification of RNA in eukaryotes, and is associated with many cellular processes and even the development of cancers. We hypothesized that single-nucleotide polymorphisms (SNPs) in m6A modification genes, including its "writers", "erasers" and "readers", might affect the m6A functions and associate with the susceptibility to pancreatic ductal adenocarcinoma (PDAC). We first conducted a two-stage case-control study in Chinese population to interrogate all SNPs in 22 m6A modification genes. In the discovery stage, a total of 2735 SNPs were genotyped in 980 patients and 1991 controls. Then, the promising SNP was replicated in another independent population consisting of 858 cases and 2084 controls. As a result, we found the rs7495 in 3'UTR of hnRNPC was significantly associated with increased risk of PDAC in both stages (combined odds ratio = 1.22, 95% confidence interval = 1.12-1.32, P = 2.39 × 10-6). To further reveal the biological function of rs7495 and hnRNPC, we performed a series of biochemical experiments. Luciferase reporter assays indicated that rs7495G allele promoted hnRNPC expression through disrupting a putative binding site for has-miR-183-3p. Cell viability assay demonstrated that knockdown of hnRNPC suppressed the proliferation of PDAC cells. RNA-seq analysis suggested that as an m6A "reader", hnRNPC played an important role in RNA biological processes. In conclusion, our findings elucidated that rs7495G could confer higher risk of PDAC via promoting the expression of hnRNPC through a miRNA-mediated manner. These results provided a novel insight into the critical role of m6A modification in tumorigenesis.


Subject(s)
Adenosine/analogs & derivatives , Carcinoma, Pancreatic Ductal/genetics , Heterogeneous-Nuclear Ribonucleoprotein Group C/genetics , Pancreatic Neoplasms/genetics , 3' Untranslated Regions/genetics , Adenosine/genetics , Asian People/genetics , Case-Control Studies , Cell Line, Tumor , Cell Proliferation/genetics , Cell Survival/genetics , Gene Knockdown Techniques , Genetic Variation , Genotype , Humans , MicroRNAs/genetics , Polymorphism, Single Nucleotide
13.
Nucleic Acids Res ; 49(D1): D1065-D1073, 2021 01 08.
Article in English | MEDLINE | ID: mdl-33010176

ABSTRACT

Tumor-infiltrating immune cells as integral component of the tumor microenvironment are associated with tumor progress, prognosis and responses to immunotherapy. Genetic variants have been demonstrated to impact tumor-infiltrating, underscoring the heritable character of immune landscape. Therefore, identification of immunity quantitative trait loci (immunQTLs), which evaluate the effect of genetic variants on immune cells infiltration, might present a critical step toward fully understanding the contribution of genetic variants in tumor development. Although emerging studies have demonstrated the determinants of germline variants on immune infiltration, no database has yet been developed to systematically analyze immunQTLs across multiple cancer types. Using genotype data from TCGA database and immune cell fractions estimated by CIBERSORT, we developed a computational pipeline to identify immunQTLs in 33 cancer types. A total of 913 immunQTLs across different cancer types were identified. Among them, 5 immunQTLs are associated with patient overall survival. Furthermore, by integrating immunQTLs with GWAS data, we identified 527 immunQTLs overlapping with known GWAS linkage disequilibrium regions. Finally, we constructed a user-friendly database, CancerImmunityQTL (http://www.cancerimmunityqtl-hust.com/) for users to browse, search and download data of interest. This database provides an informative resource to understand the germline determinants of immune infiltration in human cancer and benefit from personalized cancer immunotherapy.


Subject(s)
Databases, Genetic , Immunity/genetics , Neoplasms/genetics , Polymorphism, Single Nucleotide , Quantitative Trait Loci/genetics , Tumor Microenvironment/genetics , Data Mining/methods , Gene Expression Regulation, Neoplastic , Genome-Wide Association Study/methods , Genotype , Humans , Internet , Linkage Disequilibrium , Neoplasms/immunology , Prognosis , Quantitative Trait Loci/immunology , Tumor Microenvironment/immunology , User-Computer Interface
14.
Arch Toxicol ; 94(6): 2039-2046, 2020 06.
Article in English | MEDLINE | ID: mdl-32388819

ABSTRACT

Metabolic reprogramming has been regarded as one of the core hallmarks of cancer and increased de novo fatty acid synthesis has been documented in multiple tumors including esophageal squamous cell carcinoma (ESCC). Our previous exome-wide analyses found a Val1937Ile variant (rs17848945) in the 34th exon of fatty acid synthase (FASN) that showed a strong association with the risk of ESCC. In this study, we performed a series of functional assays to investigate the biological functions underlying this variant in the development of ESCC. We demonstrated that FASN was upregulated in ESCC and both knockdown and knockout of FASN significantly inhibited ESCC cell proliferation, suggesting a tumor promoter role for this gene in ESCC. Furthermore, the results showed that overexpression of FASN[I] in the ESCC cells substantially enhanced cell proliferation, compared with overexpression of FASN[V], or the control vector. Intriguingly, we found that the FASN[I] variant can enhance the enzyme activity of FASN, and, thus, increase the amount of the FASN end-product, palmitate in the ESCC cells. We also observed elevated palmitate levels in the plasma of the FASN[I] genotype carriers among a total of 632 healthy Chinese adults. In conclusion, our results suggested that the FASN V1937I variant influenced ESCC cell proliferation and susceptibility by altering the catabolic activity of FASN on palmitate. These findings may highlight an important role of palmitate metabolism in the development of ESCC and may contribute to the personalized medicine of this disease.


Subject(s)
Biomarkers, Tumor/metabolism , Energy Metabolism , Esophageal Neoplasms/enzymology , Esophageal Squamous Cell Carcinoma/enzymology , Fatty Acid Synthase, Type I/metabolism , Biomarkers, Tumor/genetics , Cell Line, Tumor , Cell Proliferation , Databases, Genetic , Esophageal Neoplasms/genetics , Esophageal Neoplasms/pathology , Esophageal Squamous Cell Carcinoma/genetics , Esophageal Squamous Cell Carcinoma/pathology , Fatty Acid Synthase, Type I/genetics , Gene Expression Regulation, Neoplastic , Humans , Palmitates/metabolism , Polymorphism, Single Nucleotide , Signal Transduction
15.
Gut ; 69(12): 2180-2192, 2020 12.
Article in English | MEDLINE | ID: mdl-32312789

ABSTRACT

OBJECTIVE: Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal cancers worldwide. Thus far, most drugs have failed to significantly improve patient survival. N6-methyladenosine (m6A) plays an important role in the progression of PDAC, but its aberrant regulation driven by germline variants in human diseases remains unclear. DESIGN: We first performed an exome-wide association analysis in 518 PDAC patients with overall survival and replicated in an independent population containing 552 PDAC patients. Then, a series of biochemical experiments in vitro and in vivo were conducted to investigate potential mechanisms of the candidate variant and its target gene PIK3CB underlying the PDAC progression. Moreover, the PIK3CB-selective inhibitor KIN-193 was used to block PDAC tumour growth. RESULTS: We identified a missense variant rs142933486 in PIK3CB that is significantly associated with the overall survival of PDAC by reducing the PIK3CB m6A level, which facilitated its mRNA and protein expression levels mediated by the m6A 'writer' complex (METTL13/METTL14/WTAP) and the m6A 'reader' YTHDF2. The upregulation of PIK3CB is widely found in PDAC tumour tissues and significantly correlated with the poor prognosis of PDAC, especially in PTEN-deficient patients. We further demonstrated that PIK3CB overexpression substantially enhanced the proliferation and migration abilities of PTEN-deficient PDAC cells and activated AKT signalling pathway. Remarkably, KIN-193, a PIK3CB-selective inhibitor, is shown to serve as an effective anticancer agent for blocking PTEN-deficient PDAC. CONCLUSIONS: These findings demonstrate aberrant m6A homoeostasis as an oncogenic mechanism in PDAC and highlight the potential of PIK3CB as a therapeutic target for this disease.


Subject(s)
Carcinoma, Pancreatic Ductal/pathology , Class I Phosphatidylinositol 3-Kinases/genetics , Pancreatic Neoplasms/pathology , Adenosine/analogs & derivatives , Adenosine/genetics , Animals , Carcinoma, Pancreatic Ductal/genetics , Cell Line, Tumor , Cell Movement/genetics , Cell Proliferation/genetics , Disease Progression , Genome-Wide Association Study , Humans , Methylation , Mice, Nude , Middle Aged , Mutation, Missense , PTEN Phosphohydrolase/antagonists & inhibitors , PTEN Phosphohydrolase/deficiency , Pancreatic Neoplasms/genetics , Proto-Oncogene Proteins c-akt , Pyrimidinones/pharmacology , RNA, Messenger/metabolism , Signal Transduction , Up-Regulation , ortho-Aminobenzoates/pharmacology
16.
Carcinogenesis ; 41(6): 761-768, 2020 07 10.
Article in English | MEDLINE | ID: mdl-32047883

ABSTRACT

N 6-methyladenosine (m6A) is an abundant modification in RNAs that affects RNA metabolism, and it is reported to be closely related to cancer occurrence and metastasis. In this study, we focused on evaluating the associations between genetic variants in m6A modification genes and the risk of esophageal squamous-cell carcinoma (ESCC). By integrating data of our previous genome-wide association studies and the predictions of several annotation tools, we identified a single nucleotide polymorphism, rs2416282 in the promoter of YTHDC2, that was significantly associated with the susceptibility of ESCC (odds ratio = 0.84, 95% CI: 0.77-0.92, P = 2.81 × 10-4). Through further functional experiments in vitro, we demonstrated that rs2416282 regulated YTHDC2 expression. Knockdown of YTHDC2 substantially promoted the proliferation rate of ESCC cells by affecting several cancer-related signaling pathways. Our results suggested that rs2416282 contributed to ESCC risk by regulating YTHDC2 expression. This study provided us a valuable insight into the roles of genetic variants in m6A modification genes for ESCC susceptibility and may contribute to the prevention of this disease in the future.


Subject(s)
Adenosine/analogs & derivatives , Biomarkers, Tumor/genetics , Esophageal Neoplasms/pathology , Esophageal Squamous Cell Carcinoma/pathology , Polymorphism, Single Nucleotide , RNA Helicases/genetics , RNA Processing, Post-Transcriptional , Adenosine/chemistry , Apoptosis , Asian People/genetics , Case-Control Studies , Cell Proliferation , China/epidemiology , Esophageal Neoplasms/epidemiology , Esophageal Neoplasms/genetics , Esophageal Squamous Cell Carcinoma/epidemiology , Esophageal Squamous Cell Carcinoma/genetics , Gene Expression Regulation, Neoplastic , Humans , Prognosis , RNA Helicases/chemistry , Tumor Cells, Cultured
17.
Cancer Epidemiol Biomarkers Prev ; 29(4): 850-859, 2020 04.
Article in English | MEDLINE | ID: mdl-31988071

ABSTRACT

BACKGROUND: Genome-wide association studies (GWAS) have identified dozens of loci associated with colon and rectal adenocarcinoma risk. As tissue-specific super-enhancers (SE) play important roles in tumorigenesis, we systematically investigate SEs and inner variants in established GWAS loci to decipher the underlying biological mechanisms. METHODS: Through a comprehensive bioinformatics analysis on multi-omics data, we screen potential single-nucleotide polymorphisms (SNP) in cancer-specific SEs, and then subject them to a two-stage case-control study containing 4,929 cases and 7,083 controls from the Chinese population. A series of functional assays, including reporter gene assays, electrophoretic mobility shift assays (EMSA), CRISPR-Cas9 genome editing, chromosome conformation capture (3C) assays, and cell proliferation experiments, are performed to characterize the variant's molecular consequence and target genes. RESULTS: The SNP rs11064124 in 12p13.31 is found significantly associated with the risk of colon and rectal adenocarcinoma with an odds ratio (OR) of 0.87 [95% confidence interval (CI), 0.82-0.92, P = 8.67E-06]. The protective rs11064124-G weakens the binding affinity with vitamin D receptor (VDR) and increases the enhancer's activity and interactions with two target genes' promoters, thus coactivating the transcription of CD9 and PLEKHG6, which are both putative tumor suppressor genes for colon and rectal adenocarcinoma. CONCLUSIONS: Our integrative study highlights an SE polymorphism rs11064124 and two susceptibility genes CD9 and PLEKHG6 in 12p13.31 for colon and rectal adenocarcinoma. IMPACT: These findings suggest a novel insight for genetic pathogenesis of colon and rectal adenocarcinoma, involving transcriptional coactivation of diverse susceptibility genes via the SE element as a gene regulation hub.


Subject(s)
Adenocarcinoma/genetics , Colonic Neoplasms/genetics , Enhancer Elements, Genetic/genetics , Guanine Nucleotide Exchange Factors/genetics , Rectal Neoplasms/genetics , Tetraspanin 29/genetics , Aged , Case-Control Studies , Cell Line, Tumor , Computational Biology , Female , Gene Expression Regulation, Neoplastic , Genetic Loci , Genetic Predisposition to Disease , Genome-Wide Association Study , Healthy Volunteers , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Transcriptional Activation
18.
Int J Cancer ; 146(12): 3281-3293, 2020 06 15.
Article in English | MEDLINE | ID: mdl-31509622

ABSTRACT

The N6 -Methyladenosine (m6 A) modification plays an important role in many biological processes, especially tumor development. However, little is still known about how it affects colorectal cancer (CRC) carcinogenesis. Here, we first systematically investigate the association of variants related to m6 A modification with the CRC risk in 1,062 CRC cases and 2,184 controls by using our exome-wide association data and followed by two replication sets including 7,341 CRC cases and 7,902 controls. The variant rs8100241 located in ANKLE1 was significantly associated with CRC risk (odds ratio = 0.88, 95% confidence interval = 0.84-0.92, p = 4.85 × 10-8 ) in 8,403 cases and 10,086 controls. This variant was previously identified to be associated with the susceptibility of breast cancer with BRCA1 mutation triple negative breast cancer. Further functional analysis indicated that overexpression of the rs8100241[A] allele significantly increased the ANKLE1 m6 A level and facilitated the ANKLE1 protein expression compared to that of rs8100241[G] allele. We further found the ANKLE1 m6 A modification was catalyzed by the "writer" complex (METTL3, METTL14, or WTAP) and recognized by the "reader" YTHDF1. Mechanistically, we found that the ANKLE1 functions as a potential tumor suppressor that inhibits cell proliferation and facilitates the genomic stability. An elevated frequency of micronucleated cells, increased cell proliferation, and colony formation ability were observed when ANKLE1 knockdown. Our study illustrated that the germline missense variant can increase CRC risk by influencing ANKLE1 m6 A level, highlighting a clinical potential of variants-associated m6 A modification as a risk marker for CRC prevention.


Subject(s)
Adenosine/analogs & derivatives , Colorectal Neoplasms/genetics , Endonucleases/genetics , Genetic Predisposition to Disease , Genomic Instability , Adenosine/metabolism , Aged , Carcinogenesis/genetics , Case-Control Studies , Cell Proliferation/genetics , DNA Methylation , Epigenesis, Genetic , Female , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , HCT116 Cells , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide
19.
J Cell Mol Med ; 24(3): 2252-2259, 2020 02.
Article in English | MEDLINE | ID: mdl-31880394

ABSTRACT

As promising biomarkers and therapy targets, microRNAs (miRNAs) are involved in various physiological and tumorigenic processes. Genetic variants in miRNA-binding sites can lead to dysfunction of miRNAs and contribute to disease. However, systematic investigation of the miRNA-related single nucleotide polymorphisms (SNPs) for pancreatic cancer (PC) risk remains elusive. We performed integrative bioinformatics analyses to select 31 SNPs located in miRNA-target binding sites using the miRNASNP v2.0, a solid database providing miRNA-related SNPs for genetic research, and investigated their associations with risk of PC in two large case-control studies totally including 1847 cases and 5713 controls. We observed that the SNP rs3802266 is significantly associated with increased risk of PC (odds ratio (OR) = 1.21, 95% confidence intervals (CI) = 1.11-1.31, P = 1.29E-05). Following luciferase reporter gene assays show that rs3802266-G creates a stronger binding site for miR-181a-2-3p in 3' untranslated region (3'UTR) of the gene ZHX2. Expression quantitative trait loci (eQTL) analysis suggests that ZHX2 expression is lower in individuals carrying rs3802266-G with increased PC risk. In conclusion, our findings highlight the involvement of miRNA-binding SNPs in PC susceptibility and provide new clues for PC carcinogenesis.


Subject(s)
Asian People/genetics , Binding Sites/genetics , Genetic Predisposition to Disease/genetics , MicroRNAs/genetics , Pancreatic Neoplasms/genetics , Polymorphism, Single Nucleotide/genetics , 3' Untranslated Regions/genetics , Case-Control Studies , Cell Line, Tumor , Female , Humans , Male , Middle Aged
20.
Mol Carcinog ; 58(10): 1855-1862, 2019 10.
Article in English | MEDLINE | ID: mdl-31237042

ABSTRACT

As the proper binding of CCCTC-binding factor (CTCF) in the boundaries of topological association domains (TADs) was important for chromatin structures and gene regulation, we hypothesized that single nucleotide polymorphisms (SNPs) affecting CTCF binding in TAD boundaries might contribute to pancreatic cancer (PC) susceptibility. We first genome widely screened out potential SNPs via bioinformatics analysis on Hi-C data, ChIP-seq data, and CTCF binding motif, then tested their associations with PC risk in a previous genome-wide association studies (GWASs) data set (981 cases and 1,991 controls), followed by another independent replication set (1,208 cases and 1,465 controls). Electrophoretic mobility shift assays (EMSAs), expression Quantitative Trait Loci (eQTL) analyses and cell proliferation experiments were performed to uncover the biological mechanisms. The positive SNP rs2001389 was found significantly associated with PC risk with odds ratio (OR) being 1.166 (95% confidence interval (CI) = 1.075-1.264, P = 2.143E-04) in the combined study. The allele G of rs2001389 weakened the binding activity with CTCF, and it was related to the lower expression of a putative antioncogene MFSD13A whose knockdown promoted proliferation of PC cells. By integrating analysis on multiomics data, association studies and functional assays, we proposed that the common variant rs2001389 and the gene MFSD13A might be genetic modifiers of PC tumorigenesis.


Subject(s)
CCCTC-Binding Factor/genetics , Carcinogenesis/genetics , Membrane Proteins/genetics , Pancreatic Neoplasms/genetics , Adult , Aged , Binding Sites/genetics , Cell Proliferation/genetics , Chromatin/genetics , DNA-Binding Proteins/genetics , Gene Expression Regulation, Neoplastic , Genome-Wide Association Study , Humans , Male , Middle Aged , Pancreatic Neoplasms/pathology , Polymorphism, Single Nucleotide/genetics , Protein Domains/genetics , Quantitative Trait Loci/genetics , Risk Factors
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