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Yu X, Rong S. Genome-Wide Associations and Confirmatory Meta-Analyses in Diabetic Retinopathy. Genes (Basel) 2023; 14:653. [PMID: 36980925 PMCID: PMC10048213 DOI: 10.3390/genes14030653] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 02/21/2023] [Accepted: 03/03/2023] [Indexed: 03/08/2023] Open
Abstract
The present study aimed to summarize and validate the genomic association signals for diabetic retinopathy (DR), proliferative DR, and diabetic macular edema/diabetic maculopathy. A systematic search of the genome-wide association study (GWAS) catalog and PubMed/MELINE databases was conducted to curate a comprehensive list of significant GWAS discoveries. The top signals were then subjected to meta-analysis using established protocols. The results indicate the need for improved consensus among DR GWASs, highlighting the importance of validation efforts. A subsequent meta-analysis confirmed the association of two SNPs, rs4462262 (ZWINT-MRPS35P3) (odds ratio = 1.38, p = 0.001) and rs7903146 (TCF7L2) (odd ratio = 1.30, p < 0.001), with DR in independent populations, strengthening the evidence of their true association. We also compiled a list of candidate SNPs for further validation. This study highlights the importance of consistent validation and replication efforts in the field of DR genetics. The two identified gene loci warrant further functional investigation to understand their role in DR pathogenesis.
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Affiliation(s)
- Xinting Yu
- Department of Medicine, Brigham and Women’s Hospital, Mass General Brigham, Harvard Medical School, Boston, MA 02445, USA
| | - Shisong Rong
- Department of Ophthalmology, Massachusetts Eye and Ear, Mass General Brigham, Harvard Medical School, Boston, MA 02445, USA
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Rong H, Peng J, Ma K, Zhu J, He JT. Ttc39c is a potential target for the treatment of lung cancer. BMC Pulm Med 2022; 22:391. [PMID: 36303158 PMCID: PMC9615393 DOI: 10.1186/s12890-022-02173-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 08/18/2022] [Accepted: 09/19/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND The novel TTC gene, tetratricopeptide repeat domain 39 C (Ttc39c), mainly mediates the interaction between proteins. It is involved in the progression of various tumors. In this study, we determined the effect of Ttc39c on lung adenocarcinoma and found that it might be used as a potential intervention target. METHODS We performed a difference analysis of Ttc39c samples from the TCGA database. Transwell experiments were conducted to determine the ability of cell metastasis. Celigo and MTT assays were performed to determine the effect of Ttc39c gene subtraction on cell proliferation. FACS was performed to determine the effect of Ttc39c gene subtraction on apoptosis. Clone-formation experiments were conducted to determine the effect of Ttc39c gene subtraction on cloning ability. Transcriptomics, proteomics, and metabolomics were used to elucidate the enrichment pathway of the Ttc39c gene in the progression of lung adenocarcinoma. RESULTS The expression of Ttc39c increased significantly in lung adenocarcinoma. The proliferation, metastasis, and cloning ability of human lung cancer cells were inhibited, while the apoptosis of cells increased significantly after the depletion of Ttc39c. Our results based on the transcriptomics, proteomics, and metabolomics analyses indicated that Ttc39c might be involved in the progression of lung adenocarcinoma (LUAD) mainly through the metabolic pathway and the p53 pathway. CONCLUSION To summarize, Ttc39c strongly regulates the proliferation and metastasis of lung adenocarcinoma cells. The main pathways involved in Ttc39c in lung adenocarcinoma include the energy metabolism and p53 pathways.
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Affiliation(s)
- Hao Rong
- Department of Thoracic Surgery, Sichuan Cancer Hospital & Institute, No. 55, 4th section, South Renmin Road, 610054, Chengdu, Sichuan, China
- Sichuan Cancer Center, School of Medicine, No. 55, 4th section, South Renmin Road, 610054, Chengdu, China
- University of Electronic Science and Technology of China, No. 55, 4th section, South Renmin Road, 610054, Chengdu, China
| | - Jun Peng
- Department of Thoracic Surgery, Sichuan Cancer Hospital & Institute, No. 55, 4th section, South Renmin Road, 610054, Chengdu, Sichuan, China
- Sichuan Cancer Center, School of Medicine, No. 55, 4th section, South Renmin Road, 610054, Chengdu, China
- University of Electronic Science and Technology of China, No. 55, 4th section, South Renmin Road, 610054, Chengdu, China
| | - Ke Ma
- Department of Thoracic Surgery, Sichuan Cancer Hospital & Institute, No. 55, 4th section, South Renmin Road, 610054, Chengdu, Sichuan, China
- Sichuan Cancer Center, School of Medicine, No. 55, 4th section, South Renmin Road, 610054, Chengdu, China
- University of Electronic Science and Technology of China, No. 55, 4th section, South Renmin Road, 610054, Chengdu, China
| | - Jiang Zhu
- Department of Thoracic Surgery, Sichuan Cancer Hospital & Institute, No. 55, 4th section, South Renmin Road, 610054, Chengdu, Sichuan, China
- Sichuan Cancer Center, School of Medicine, No. 55, 4th section, South Renmin Road, 610054, Chengdu, China
- University of Electronic Science and Technology of China, No. 55, 4th section, South Renmin Road, 610054, Chengdu, China
| | - Jin-Tao He
- Department of Thoracic Surgery, Sichuan Cancer Hospital & Institute, No. 55, 4th section, South Renmin Road, 610054, Chengdu, Sichuan, China.
- Sichuan Cancer Center, School of Medicine, No. 55, 4th section, South Renmin Road, 610054, Chengdu, China.
- University of Electronic Science and Technology of China, No. 55, 4th section, South Renmin Road, 610054, Chengdu, China.
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Single-cell multiome of the human retina and deep learning nominate causal variants in complex eye diseases. CELL GENOMICS 2022; 2:100164. [PMID: 36277849 PMCID: PMC9584034 DOI: 10.1016/j.xgen.2022.100164] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Genome-wide association studies (GWASs) of eye disorders have identified hundreds of genetic variants associated with ocular disease. However, the vast majority of these variants are noncoding, making it challenging to interpret their function. Here we present a joint single-cell atlas of gene expression and chromatin accessibility of the adult human retina with more than 50,000 cells, which we used to analyze single-nucleotide polymorphisms (SNPs) implicated by GWASs of age-related macular degeneration, glaucoma, diabetic retinopathy, myopia, and type 2 macular telangiectasia. We integrate this atlas with a HiChIP enhancer connectome, expression quantitative trait loci (eQTL) data, and base-resolution deep learning models to predict noncoding SNPs with causal roles in eye disease, assess SNP impact on transcription factor binding, and define their known and novel target genes. Our efforts nominate pathogenic SNP-target gene interactions for multiple vision disorders and provide a potentially powerful resource for interpreting noncoding variation in the eye.
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Huang T, Ye W, Lin X. Alternative Splicing Events in Immune Infiltration of Lung Adenocarcinoma. Med Sci Monit 2021; 27:e934491. [PMID: 34864813 PMCID: PMC8656114 DOI: 10.12659/msm.934491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND The exact mechanisms of lung adenocarcinoma (LUAD) etiology and pathogenesis remain unclear. MATERIAL AND METHODS In this study, we evaluated alternative splicing (AS) events in LUAD. We separately analyzed LUAD data from The Cancer Genome Atlas (TCGA) database and AS-related feature lists from SpliceSeq to develop risk models for AS events and further validated risk models for AS events. The association between immune-related features and the risk model of AS events was evaluated. RESULTS We found that exon skip (ES) and mutually exclusive exons (ME) exhibited the most and least AS events, respectively. The risk score and stage of LUAD patients were strongly associated with prognosis and were independent influences on the prognosis of LUAD. The pathological stage (stage, T, N) and risk model were incorporated to construct a column line graph with better predictive ability. Risk models were associated with tumor microenvironment, and higher risk score values were associated with higher M2 macrophage content and lower M0 macrophage and helper T lymphocyte content. The correlation between core genes and immunity was further assessed by analyzing differentially-expressed genes between risk models. These results suggest an association between the level of risk for AS events and the density of immune cell infiltration. CONCLUSIONS Our findings suggest a clear association between AS risk model and patient prognosis, and was performed to confirm the biological relationship between AS and immunity.
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Affiliation(s)
- Tianpeng Huang
- Department of Clinical Laboratory, Wenzhou Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Wenzhou, Zhejiang, China (mainland)
| | - Wei Ye
- Department of Respiratory and Critical Care Medicine, Wenzhou Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Wenzhou, Zhejiang, China (mainland)
| | - Xuejiao Lin
- Department of Respiratory and Critical Care Medicine, Wenzhou Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Wenzhou, Zhejiang, China (mainland)
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Gurung RL, FitzGerald LM, McComish BJ, Verma N, Burdon KP. Identifying Genetic Risk Factors for Diabetic Macular Edema and the Response to Treatment. J Diabetes Res 2020; 2020:5016916. [PMID: 33274237 PMCID: PMC7683113 DOI: 10.1155/2020/5016916] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 10/31/2020] [Accepted: 11/05/2020] [Indexed: 12/23/2022] Open
Abstract
Diabetic retinopathy (DR) is the most common microvascular complication of diabetes mellitus (DM). DR is complex and the term encompasses several clinical subtypes of diabetic eye disease, including diabetic macular edema (DME), the most frequent cause of central vision loss in DR patients. Both genetic and environmental factors contribute to the pathophysiology of DR and its subtypes. While numerous studies have identified several susceptibility genes for DR, few have investigated the impact of genetics on DME susceptibility. This review will focus on the current literature surrounding genetic risk factors associated with DME. We will also highlight the small number of studies investigating the genetics of response to antivascular endothelial growth factor (anti-VEGF) injection, which is used to treat DME.
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Affiliation(s)
- Rajya L. Gurung
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Liesel M. FitzGerald
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Bennet J. McComish
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Nitin Verma
- School of Medicine, University of Tasmania, Hobart, TAS, Australia
| | - Kathryn P. Burdon
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
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