1
|
Choquet H, Duot M, Herrera VA, Shrestha SK, Meyers TJ, Hoffmann TJ, Sangani PK, Lachke SA. Multi-tissue transcriptome-wide association study identifies novel candidate susceptibility genes for cataract. FRONTIERS IN OPHTHALMOLOGY 2024; 4:1362350. [PMID: 38984127 PMCID: PMC11182099 DOI: 10.3389/fopht.2024.1362350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Accepted: 04/01/2024] [Indexed: 07/11/2024]
Abstract
Introduction Cataract is the leading cause of blindness among the elderly worldwide. Twin and family studies support an important role for genetic factors in cataract susceptibility with heritability estimates up to 58%. To date, 55 loci for cataract have been identified by genome-wide association studies (GWAS), however, much work remains to identify the causal genes. Here, we conducted a transcriptome-wide association study (TWAS) of cataract to prioritize causal genes and identify novel ones, and examine the impact of their expression. Methods We performed tissue-specific and multi-tissue TWAS analyses to assess associations between imputed gene expression from 54 tissues (including 49 from the Genotype Tissue Expression (GTEx) Project v8) with cataract using FUSION software. Meta-analyzed GWAS summary statistics from 59,944 cataract cases and 478,571 controls, all of European ancestry and from two cohorts (GERA and UK Biobank) were used. We then examined the expression of the novel genes in the lens tissue using the iSyTE database. Results Across tissue-specific and multi-tissue analyses, we identified 99 genes for which genetically predicted gene expression was associated with cataract after correcting for multiple testing. Of these 99 genes, 20 (AC007773.1, ANKH, ASIP, ATP13A2, CAPZB, CEP95, COQ6, CREB1, CROCC, DDX5, EFEMP1, EIF2S2, ESRRB, GOSR2, HERC4, INSRR, NIPSNAP2, PICALM, SENP3, and SH3YL1) did not overlap with previously reported cataract-associated loci. Tissue-specific analysis identified 202 significant gene-tissue associations for cataract, of which 166 (82.2%), representing 9 unique genes, were attributed to the previously reported 11q13.3 locus. Tissue-enrichment analysis revealed that gastrointestinal tissues represented one of the highest proportions of the Bonferroni-significant gene-tissue associations (21.3%). Moreover, this gastrointestinal tissue type was the only anatomical category significantly enriched in our results, after correcting for the number of tissue donors and imputable genes for each reference panel. Finally, most of the novel cataract genes (e.g., Capzb) were robustly expressed in iSyTE lens data. Discussion Our results provide evidence of the utility of imputation-based TWAS approaches to characterize known GWAS risk loci and identify novel candidate genes that may increase our understanding of cataract etiology. Our findings also highlight the fact that expression of genes associated with cataract susceptibility is not necessarily restricted to lens tissue.
Collapse
Affiliation(s)
- Hélène Choquet
- Kaiser Permanente Northern California (KPNC), Division of Research, Oakland, CA, United States
| | - Matthieu Duot
- Department of Biological Sciences, University of Delaware, Newark, DE, United States
- The National Centre for Scientific Research (CNRS), IGDR (Institut de Génétique et Développement de Rennes) - Joint Research Units (UMR), Univ Rennes, Rennes, France
| | - Victor A Herrera
- Kaiser Permanente Northern California (KPNC), Division of Research, Oakland, CA, United States
| | - Sanjaya K Shrestha
- Department of Biological Sciences, University of Delaware, Newark, DE, United States
| | - Travis J Meyers
- Kaiser Permanente Northern California (KPNC), Division of Research, Oakland, CA, United States
| | - Thomas J Hoffmann
- Institute for Human Genetics, University of California San Francisco (UCSF), San Francisco, CA, United States
- Department of Epidemiology and Biostatistics, UCSF, San Francisco, CA, United States
| | - Poorab K Sangani
- Department of Ophthalmology, KPNC, South San Francisco, CA, United States
| | - Salil A Lachke
- Department of Biological Sciences, University of Delaware, Newark, DE, United States
- Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, United States
| |
Collapse
|
2
|
Liu S, Su D, Sun Z, Piao T, Li S, Guan L, Fu Y, Zhang G, Cui T, Zhu W, Ma X, Hu S. Epigallocatechin gallate delays age-related cataract development via the RASSF2/AKT pathway. Eur J Pharmacol 2023; 961:176204. [PMID: 37979829 DOI: 10.1016/j.ejphar.2023.176204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 11/10/2023] [Accepted: 11/10/2023] [Indexed: 11/20/2023]
Abstract
Age-related cataract (ARC) is a common eye disease, the main cause of which is oxidative stress-mediated apoptosis of lens epithelial cells (LECs). Epigallocatechin gallate (EGCG) is the most potent antioxidant in green tea. Our results demonstrated that EGCG could effectively reduce apoptosis of LECs and retard lens clouding in aged mice. By comparing transcriptome sequencing results of three groups of mice (young control, untreated aged, and EGCG-treated) and screening using GO and KEGG analyses, we selected RASSF2 as the effector gene of EGCG for mechanistic exploration. We verified that the differential expression of RASSF2 was associated with the occurrence of ARC in clinical samples and mouse tissues by immunohistochemistry and western blotting, respectively. We showed that high RASSF2 expression plays a crucial role in the oxidative induction of apoptosis in LECs, as revealed by overexpression and interference experiments. Further studies showed that RASSF2 mediates the inhibitory effect of EGCG on apoptosis and ARCogenesis in LECs by regulating AKT (Ser473) phosphorylation. In this study, we found for the first time the retarding effect of EGCG on lens clouding in mice and revealed the mechanism of action of RASSF2/AKT in it, which provides a theoretical basis for the targeted treatment of EGCG.
Collapse
Affiliation(s)
- Shanhe Liu
- Mudanjiang Medical University, Mudanjiang, 157011, Heilongjiang, China
| | - Dongmei Su
- Department of Genetics, NHC Key Laboratory of Reproductive Health Engineering Technology Research, National Research Institute for Family Planning, Health Department, Beijing, 100081, China; Graduate School, Peking Union Medical College, Beijing, 100081, China
| | - Zhaoyi Sun
- Hongqi Hospital of Mudanjiang Medical University, Mudanjiang, 157011, Heilongjiang, China
| | - Tianhua Piao
- Hongqi Hospital of Mudanjiang Medical University, Mudanjiang, 157011, Heilongjiang, China
| | - Sijia Li
- Hongqi Hospital of Mudanjiang Medical University, Mudanjiang, 157011, Heilongjiang, China
| | - Lina Guan
- Department of Genetics, NHC Key Laboratory of Reproductive Health Engineering Technology Research, National Research Institute for Family Planning, Health Department, Beijing, 100081, China
| | - Yanjiang Fu
- Daqing Ophthalmology Hospital, Daqing, 163000, Heilongjiang, China
| | - Gaobo Zhang
- Mudanjiang Medical University, Mudanjiang, 157011, Heilongjiang, China
| | - Tingsong Cui
- Mudanjiang Medical University, Mudanjiang, 157011, Heilongjiang, China
| | - Wenna Zhu
- Hongqi Hospital of Mudanjiang Medical University, Mudanjiang, 157011, Heilongjiang, China
| | - Xu Ma
- Department of Genetics, NHC Key Laboratory of Reproductive Health Engineering Technology Research, National Research Institute for Family Planning, Health Department, Beijing, 100081, China; Graduate School, Peking Union Medical College, Beijing, 100081, China.
| | - Shanshan Hu
- Hongqi Hospital of Mudanjiang Medical University, Mudanjiang, 157011, Heilongjiang, China.
| |
Collapse
|
3
|
Li M, Wu S, Luo H, Niu J, Yan Y, Fang Y, Ke L, Chen W, Xu H, Li H, Hu X, Cao L, Chen Y, Tu H, He Y. Serological and Molecular Characterization of Hepatitis B Virus Infection in Gastric Cancer. Front Cell Infect Microbiol 2022; 12:894836. [PMID: 35592651 PMCID: PMC9113707 DOI: 10.3389/fcimb.2022.894836] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Accepted: 04/06/2022] [Indexed: 11/17/2022] Open
Abstract
Hepatitis B virus (HBV) infection has been reported to be associated with gastric cancer (GC). Nonetheless, no study has revealed the role of HBV infection in the survival of patients with GC, and the mutation profiles of HBV-infected patients with GC have never been documented. Here, we performed an updated meta-analysis and found a significantly increased risk of GC in HBV-infected individuals (sOR, 1.29; 95% CI, 1.22-1.37). Furthermore, we observed that in the Anhui area, the rate of serum HBsAg positivity (OR, 1.62; 95% CI, 1.03-2.55) was significantly higher in GC patients than in controls. Moreover, our results showed that HBV-positive patients had significantly worse disease-free survival (HR, 1.98; 95% CI, 1.39-2.82) and overall survival (HR, 1.84; 95% CI, 1.19-2.85) than HBV-negative patients. The results of Cox proportional hazards regression proved that HBV infection was an independent adverse prognostic factor in GC. Furthermore, by performing targeted-NGS, we found unique mutation profiles in HBV-infected GC samples, including five frequently mutated protein-coding genes (KMT2B, KMT2D, SOX1, FGF12, and TUBB2B). Expression and survival analyses of these genes identified three novel candidate genes that may have potential roles in GC development. Gene Ontology enrichment analysis showed that the recurrent mutations in HBV-positive GC samples were related to cell proliferation, cell migration, and transcription. Taking together, our study proved that HBV infection is an independent prognostic factor in GC patients. The unique mutation profiles of HBV-infected patients with GC open a new research direction toward the underling mechanism between HBV infection and GC.
Collapse
Affiliation(s)
- Mengge Li
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Shusheng Wu
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Huiqin Luo
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Jiayu Niu
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Ying Yan
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Yuan Fang
- Organ Transplantation Center, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Lihong Ke
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Wenju Chen
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Huijun Xu
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Huimin Li
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Xiaoxiu Hu
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Lulu Cao
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Yaolin Chen
- Department of Medical Oncology, Anhui Provincial Hospital Affiliated to Wannan Medical University, Wuhu, China
| | - Hong Tu
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Hong Tu, ; Yifu He,
| | - Yifu He
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
- *Correspondence: Hong Tu, ; Yifu He,
| |
Collapse
|
4
|
Li JK, Li L, Li W, Wang Z, Gao F, Hu FY, Zhang S, Qu SF, Huang J, Wang LS, Wu JH, Chen F. Panel-based targeted exome sequencing reveals novel candidate susceptibility loci for age-related cataracts in Chinese Cohort. Mol Genet Genomic Med 2020; 8:e1218. [PMID: 32337810 PMCID: PMC7336732 DOI: 10.1002/mgg3.1218] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Revised: 02/05/2020] [Accepted: 02/25/2020] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Age-related cataracts (ARC) is the most common blinding eye disease worldwide, and its incidence tend to become younger. However, the relationship between genetic factors and mechanisms is not fully understood. The aim of the study was to further clarify the relationship between ARC and genetic mechanisms in East Asian populations and to elucidate the pathogenesis. METHODS The study collected 191 sporadic cataracts and 208 healthy people from the eastern provinces of China, with an average age of about 60 years. All participants were subjected to a comprehensive ophthalmic clinical examination and peripheral blood samples were collected and their genomic DNA was extracted. Mutations were screened among 792 candidate genes to enhance understanding of the disease through targeted capture and high-throughput sequencing. RESULTS We identified novel candidate susceptibility gene, which may serve as a potential susceptibility factor leading to an increase in the incidence of age-related cataracts. Three novel loci are associated with age-related cataracts significant significance: rs129882 in DBH (p = 5.27E-07, odds ratio = 3.9), rs1800280 in DMD (p = 2.85E-06, odds ratio = 1.4) and rs2871776 in ATP13A2 (p = 4.18E-05, odds ratio = 0.04). Gene-gene interaction analysis revealed that the most significant interactions between genes include the interaction between DBH and TUB (rs17847537 in TUB, rs129882 in DBH, p-value = 2.12E-14), and the interaction between DBH and DMD (rs1800280 in DMD, rs129882 in DBH, p-value = 2.12E-14). Pathway analysis shows that the most significant processes are concentrated in response to light stimulation (adjusted p-Value = 5.56E-03), response to radiation (adjusted P-Value = 5.56E-03), abiotic stimulus (adjusted p-Value = 5.56E-03). eQTL analysis shows that DBH rs129882 could regulate the expression of DBH mRNA in various tissues including retina. CONCLUSION Our study indicates rs129882 and rs1800280 loci are associated with age-related cataracts, which enlarge the gene map of age-related cataracts.
Collapse
Affiliation(s)
- Jian-Kang Li
- Dept of Computer ScienceCity University of Hong KongKowloonHong Kong
- BGI‐ShenzhenShenzhenChina
- Guangdong Provincial Key Laboratory of Human Disease Genomics Shenzhen Key Laboratory of GenomicsBGI-ShenzhenShanghaiChina
| | - Li‐Li Li
- National Institutes of food and drug Control (NIFDC)BeijingP. R. China
| | - Wei Li
- BGI‐ShenzhenShenzhenChina
- Guangdong Provincial Key Laboratory of Human Disease Genomics Shenzhen Key Laboratory of GenomicsBGI-ShenzhenShanghaiChina
- BGI Education CenterUniversity of Chinese Academy of SciencesShenzhenChina
| | - Zi‐Wei Wang
- BGI‐ShenzhenShenzhenChina
- BGI Education CenterUniversity of Chinese Academy of SciencesShenzhenChina
| | - Feng‐Juan Gao
- Eye Institute, Eye and ENT HospitalCollege of MedicineFudan UniversityShanghaiChina
- Shanghai Key Laboratory of Visual Impairment and Restoration, Science and Technology Commission of Shanghai MunicipalityShanghaiChina
- Key Laboratory of MyopiaMinistry of HealthShanghaiChina
| | - Fang-Yuan Hu
- Eye Institute, Eye and ENT HospitalCollege of MedicineFudan UniversityShanghaiChina
- Shanghai Key Laboratory of Visual Impairment and Restoration, Science and Technology Commission of Shanghai MunicipalityShanghaiChina
- Key Laboratory of MyopiaMinistry of HealthShanghaiChina
| | - Sheng‐Hai Zhang
- Eye Institute, Eye and ENT HospitalCollege of MedicineFudan UniversityShanghaiChina
- Shanghai Key Laboratory of Visual Impairment and Restoration, Science and Technology Commission of Shanghai MunicipalityShanghaiChina
- Key Laboratory of MyopiaMinistry of HealthShanghaiChina
| | - Shou-Fang Qu
- National Institutes of food and drug Control (NIFDC)BeijingP. R. China
| | - Jie Huang
- National Institutes of food and drug Control (NIFDC)BeijingP. R. China
| | - Lu-Sheng Wang
- Dept of Computer ScienceCity University of Hong KongKowloonHong Kong
- BGI‐ShenzhenShenzhenChina
| | - Ji-Hong Wu
- Eye Institute, Eye and ENT HospitalCollege of MedicineFudan UniversityShanghaiChina
- Shanghai Key Laboratory of Visual Impairment and Restoration, Science and Technology Commission of Shanghai MunicipalityShanghaiChina
- Key Laboratory of MyopiaMinistry of HealthShanghaiChina
| | - Fang Chen
- BGI‐ShenzhenShenzhenChina
- Guangdong Provincial Key Laboratory of Human Disease Genomics Shenzhen Key Laboratory of GenomicsBGI-ShenzhenShanghaiChina
| |
Collapse
|