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Chaar DL, Jiang C, Cowan B, Patel S, Kvale M, Yin J, Mostaedi R, Ahituv N, Jorgenson E, Hoffmann TJ, Choquet H. Multi-tissue transcriptome-wide association study identifies novel candidate genes and pleiotropy effects across four abdominal hernia subtypes. HGG ADVANCES 2025; 6:100436. [PMID: 40205738 PMCID: PMC12050004 DOI: 10.1016/j.xhgg.2025.100436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Revised: 04/06/2025] [Accepted: 04/06/2025] [Indexed: 04/11/2025] Open
Abstract
Abdominal hernias are caused by the protrusion of an organ or tissue through a weakened abdominal wall. Genome-wide association studies (GWASs) have identified 81 genetic susceptibility loci for different hernia subtypes, with 26 loci associated with more than one hernia type; however, additional work is needed to prioritize causal genes at known GWAS loci, identify novel ones, and characterize shared genetic effects across hernia subtypes. We conduct transcriptome-wide association study (TWAS) analyses of four hernia subtypes (i.e., inguinal, umbilical, ventral, femoral) using GWAS summary statistics from up to 57,291 hernia cases and 436,717 controls of European ancestry. Our TWAS, which leveraged imputed gene expression from 54 tissues, identifies 211 unique genes, of which 85 did not overlap with known hernia-associated loci. We also investigate patterns of pleiotropy and identify four genes (LYPLAL1-AS1, RIMKLBP2, AL513283.1, and EFEMP1) associated with all four hernia subtypes. Our findings enhance understanding of transcriptomic mechanisms through which hernias develop.
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Affiliation(s)
- Dima L Chaar
- Division of Research, Kaiser Permanente Northern California (KPNC), Pleasanton, CA 94588, USA
| | - Chen Jiang
- Division of Research, Kaiser Permanente Northern California (KPNC), Pleasanton, CA 94588, USA
| | - Brandon Cowan
- University of California, San Francisco (UCSF)-East Bay General Surgery, Oakland, CA 94602, USA
| | - Sahil Patel
- University of California, San Francisco (UCSF)-East Bay General Surgery, Oakland, CA 94602, USA
| | - Mark Kvale
- Division of Research, Kaiser Permanente Northern California (KPNC), Pleasanton, CA 94588, USA; Institute for Human Genetics, UCSF, San Francisco, CA 94143, USA
| | - Jie Yin
- Division of Research, Kaiser Permanente Northern California (KPNC), Pleasanton, CA 94588, USA
| | - Rouzbeh Mostaedi
- KPNC, Department of Surgery, Richmond Medical Center, Richmond, CA 94801, USA
| | - Nadav Ahituv
- Institute for Human Genetics, UCSF, San Francisco, CA 94143, USA; Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, CA 94143, USA
| | | | - Thomas J Hoffmann
- Institute for Human Genetics, UCSF, San Francisco, CA 94143, USA; Department of Epidemiology and Biostatistics, UCSF, San Francisco, CA 94158, USA
| | - Hélène Choquet
- Division of Research, Kaiser Permanente Northern California (KPNC), Pleasanton, CA 94588, USA; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA 91101, USA.
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Johnston KJA, Ward J, Ray PR, Adams MJ, McIntosh AM, Smith BH, Strawbridge RJ, Price TJ, Smith DJ, Nicholl BI, Bailey MES. Sex-stratified genome-wide association study of multisite chronic pain in UK Biobank. PLoS Genet 2021; 17:e1009428. [PMID: 33830993 PMCID: PMC8031124 DOI: 10.1371/journal.pgen.1009428] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 02/16/2021] [Indexed: 12/30/2022] Open
Abstract
Chronic pain is highly prevalent worldwide and imparts a significant socioeconomic and public health burden. Factors influencing susceptibility to, and mechanisms of, chronic pain development, are not fully understood, but sex is thought to play a significant role, and chronic pain is more prevalent in women than in men. To investigate sex differences in chronic pain, we carried out a sex-stratified genome-wide association study of Multisite Chronic Pain (MCP), a derived chronic pain phenotype, in UK Biobank on 178,556 men and 209,093 women, as well as investigating sex-specific genetic correlations with a range of psychiatric, autoimmune and anthropometric phenotypes and the relationship between sex-specific polygenic risk scores for MCP and chronic widespread pain. We also assessed whether MCP-associated genes showed expression pattern enrichment across tissues. A total of 123 SNPs at five independent loci were significantly associated with MCP in men. In women, a total of 286 genome-wide significant SNPs at ten independent loci were discovered. Meta-analysis of sex-stratified GWAS outputs revealed a further 87 independent associated SNPs. Gene-level analyses revealed sex-specific MCP associations, with 31 genes significantly associated in females, 37 genes associated in males, and a single gene, DCC, associated in both sexes. We found evidence for sex-specific pleiotropy and risk for MCP was found to be associated with chronic widespread pain in a sex-differential manner. Male and female MCP were highly genetically correlated, but at an rg of significantly less than 1 (0.92). All 37 male MCP-associated genes and all but one of 31 female MCP-associated genes were found to be expressed in the dorsal root ganglion, and there was a degree of enrichment for expression in sex-specific tissues. Overall, the findings indicate that sex differences in chronic pain exist at the SNP, gene and transcript abundance level, and highlight possible sex-specific pleiotropy for MCP. Results support the proposition of a strong central nervous-system component to chronic pain in both sexes, additionally highlighting a potential role for the DRG and nociception.
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Affiliation(s)
- Keira J. A. Johnston
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, Scotland, United Kingdom
- Division of Psychiatry, University of Edinburgh, Edinburgh, Scotland, United Kingdom
- School of Life Sciences, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Joey Ward
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Pradipta R. Ray
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States of America
| | - Mark J. Adams
- Division of Psychiatry, University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Andrew M. McIntosh
- Division of Psychiatry, University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Blair H. Smith
- Division of Population Health Sciences, University of Dundee, Ninewells Hospital and Medical School, Dundee, Scotland, United Kingdom
| | - Rona J. Strawbridge
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, Scotland, United Kingdom
- Department of Medicine Solna, Karolinska Institute, Stockholm, Sweden
| | - Theodore J. Price
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas, United States of America
| | - Daniel J. Smith
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Barbara I. Nicholl
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Mark E. S. Bailey
- School of Life Sciences, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
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Li Z, Hajian C, Greene WC. Identification of unrecognized host factors promoting HIV-1 latency. PLoS Pathog 2020; 16:e1009055. [PMID: 33270809 PMCID: PMC7714144 DOI: 10.1371/journal.ppat.1009055] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 10/07/2020] [Indexed: 12/13/2022] Open
Abstract
To counter HIV latency, it is important to develop a better understanding of the full range of host factors promoting latency. Their identification could suggest new strategies to reactivate latent proviruses and subsequently kill the host cells (“shock and kill”), or to permanently silence these latent proviruses (“block and lock”). We recently developed a screening strategy termed “Reiterative Enrichment and Authentication of CRISPRi Targets” (REACT) that can unambiguously identify host genes promoting HIV latency, even in the presence of high background “noise” produced by the stochastic nature of HIV reactivation. After applying this strategy in four cell lines displaying different levels of HIV inducibility, we identified FTSJ3, TMEM178A, NICN1 and the Integrator Complex as host genes promoting HIV latency. shRNA knockdown of these four repressive factors significantly enhances HIV expression in primary CD4 T cells, and active HIV infection is preferentially found in cells expressing lower levels of these four factors. Mechanistically, we found that downregulation of these newly identified host inhibitors stimulates different stages of RNA Polymerase II-mediated transcription of HIV-1. The identification and validation of these new host inhibitors provide insight into the novel mechanisms that maintain HIV latency even when cells are activated and undergo cell division. The presence of a pool of latent HIV proviruses currently thwarts a cure for HIV-infected individuals. This “latent reservoir” is primarily composed of CD4 T cells that are infected with HIV but are indistinguishable from an uninfected T cell due to a lack of viral gene expression even when the cells are activated and undergo proliferation. This finding suggests there are powerful cellular mechanisms that hold HIV transcription in check even in stimulated cells allowing latent proviruses to remain hidden. Our goal was to identify and characterize these “unknown cellular factors”. We conducted genome-wide CRISPRi screens in multiple latently infected cell lines where each cell line displayed a different depth of latency as assessed by responsiveness to latency reversing agents. Application of our recently developed iterative screening strategy (REACT) allowed us to unambiguously identify and confirm four host factors that promote HIV latency. The latency promoting activity of these four factors (FTSJ3, TMEM178A, NICN1 and the Integrator Complex) were further validated in primary CD4 T cells, where their knockdown by shRNA significantly enhances latent HIV reactivation. In addition, we found that HIV infection preferentially occurs in cells expressing lower levels of these four factors. Mechanistically, our findings suggest that the newly identified host inhibitors likely block HIV transcription through different mechanisms. The identification and validation of these host inhibitors provides important new insights into how latency is maintained in T cells that could be useful for either activating and eliminating latently infected cells (“shock and kill”), or permanently silencing the integrated latent proviruses (“block and lock”).
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Affiliation(s)
- Zichong Li
- Gladstone Center for HIV Cure Research, Gladstone Institute of Virology, San Francisco, California, United States of America
| | - Cyrus Hajian
- Gladstone Center for HIV Cure Research, Gladstone Institute of Virology, San Francisco, California, United States of America
- Santa Rosa Junior College, Santa Rosa, California, United States of America
| | - Warner C. Greene
- Gladstone Center for HIV Cure Research, Gladstone Institute of Virology, San Francisco, California, United States of America
- Departments of Medicine and Microbiology and Immunology, University of California, San Francisco, San Francisco, California, United States of America
- * E-mail:
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Comparative Transcriptomics of Alternative Developmental Phenotypes in a Marine Gastropod. JOURNAL OF EXPERIMENTAL ZOOLOGY PART B-MOLECULAR AND DEVELOPMENTAL EVOLUTION 2016; 326:151-67. [DOI: 10.1002/jez.b.22674] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2015] [Revised: 04/08/2016] [Accepted: 04/11/2016] [Indexed: 11/07/2022]
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Pooled sequencing of 531 genes in inflammatory bowel disease identifies an associated rare variant in BTNL2 and implicates other immune related genes. PLoS Genet 2015; 11:e1004955. [PMID: 25671699 PMCID: PMC4335459 DOI: 10.1371/journal.pgen.1004955] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2014] [Accepted: 12/13/2014] [Indexed: 12/13/2022] Open
Abstract
The contribution of rare coding sequence variants to genetic susceptibility in complex disorders is an important but unresolved question. Most studies thus far have investigated a limited number of genes from regions which contain common disease associated variants. Here we investigate this in inflammatory bowel disease by sequencing the exons and proximal promoters of 531 genes selected from both genome-wide association studies and pathway analysis in pooled DNA panels from 474 cases of Crohn’s disease and 480 controls. 80 variants with evidence of association in the sequencing experiment or with potential functional significance were selected for follow up genotyping in 6,507 IBD cases and 3,064 population controls. The top 5 disease associated variants were genotyped in an extension panel of 3,662 IBD cases and 3,639 controls, and tested for association in a combined analysis of 10,147 IBD cases and 7,008 controls. A rare coding variant p.G454C in the BTNL2 gene within the major histocompatibility complex was significantly associated with increased risk for IBD (p = 9.65x10−10, OR = 2.3[95% CI = 1.75–3.04]), but was independent of the known common associated CD and UC variants at this locus. Rare (<1%) and low frequency (1–5%) variants in 3 additional genes showed suggestive association (p<0.005) with either an increased risk (ARIH2 c.338-6C>T) or decreased risk (IL12B p.V298F, and NICN p.H191R) of IBD. These results provide additional insights into the involvement of the inhibition of T cell activation in the development of both sub-phenotypes of inflammatory bowel disease. We suggest that although rare coding variants may make a modest overall contribution to complex disease susceptibility, they can inform our understanding of the molecular pathways that contribute to pathogenesis. Crohn’s disease and ulcerative colitis are two forms of inflammatory bowel disease which cause chronic inflammation of the gastrointestinal tract. Common genetic variants in more than 160 regions of the human genome have been associated with an altered risk of these disorders, but leave much of the estimated genetic contribution to disease risk unexplained. We sought to establish whether rare genetic variants which alter the structure or function of the proteins encoded by genes also contribute to disease susceptibility. We used high throughput DNA sequencing to screen over 500 genes for such variants in nearly 500 patients and controls, and validated interesting variants in about 10,000 patients and 7,000 controls. We detected association of a limited number of rare variants from coding regions with disease, suggesting that they do not account for a large proportion of genetic susceptibility. However, they highlight the involvement of genes of potential importance in the development of inflammatory bowel disease, including those involved in the activation of immune cells, the regulation of immune response genes, and the degradation of proteins in cells.
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Hou D, Guan Y, Liu J, Xiao Z, Ouyang Y, Yu Y, Chen Z. Cloning and characterization of the NPCEDRG gene promoter. Mol Cell Biochem 2010; 346:1-10. [PMID: 20821255 DOI: 10.1007/s11010-010-0584-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2010] [Accepted: 08/27/2010] [Indexed: 11/25/2022]
Abstract
NPCEDRG is a novel tumor suppressive gene that localizes to 3p21.3, a chromosomal region frequently associated with loss of heterozygosity (LOH) in a number of malignancies including nasopharyngeal carcinoma (NPC). Its transcriptional down-expression has been shown in the cell lines and primary tumor tissues of NPC. Reintroduction of NPCEDRG into CNE2, a cell line derived from NPC, was effective to induce cell differentiation, control cell growth, and regulate the cell cycle. Little is known about the transcriptional mechanisms controlling NPCEDRG gene expression. In this article, we describe the NPCEDRG gene structure and the transcriptional expression of NPCEDRG; we found that NPCEDRG was expressed weakly in most of NPC cell lines. Using 5' rapid amplification of complementary DNA ends (5'-RACEs), we found that the NPCEDRG gene has several transcription start sites (TSSs) due to the existence of alternatively spliced variants, and the specific TSS of NPCEDRG was located -25 nucleotides upstream of the translation start site. We amend that Human NPCEDRG CDS containing 516 bp but not the 510 bp reported previously. To characterize the NPCEDRG promoter, transient luciferase and/or EGFP reporter assay were carried out with the constructs including various lengths of the 5' flanking region of the NPCEDRG gene. The results demonstrated that the basal promoter is located at the region from -215 to -8 nucleotides, and the optimal promoter is located at the region from -625 to -8 nucleotides upstream of the translation start site. In silico analysis suggested that the promoter region contained potential binding sites for SP1, c-Myb, AREB6, Nkx2-5, and so on. These results provide important clues to elucidate the regulation of NPCEDRG gene expression and function. Further studies are apparently required for the identification of the transcription factors, essential for NPCEDRG expression, which would lead to better understanding of the molecular mechanism of NPCEDRG expression in nasopharyngeal epithelial cells.
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Affiliation(s)
- Defu Hou
- Key Laboratory of Cancer Proteomics of Chinese Ministry of Health, Xiangya Hospital, Central South University, 87# Xiangya Road, Changsha, 410008, Hunan, China
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Abstract
The Alu elements are conserved approximately 300-nucleotide-long repeat sequences that belong to the SINE family of retrotransposons found abundantly in primate genomes. Pairs of inverted Alu repeats in RNA can form duplex structures that lead to hyperediting by the ADAR enzymes, and at least 333 human genes contain such repeats in their 3'-UTRs. Here, we show that a pair of inverted Alus placed within the 3'-UTR of egfp reporter mRNA strongly represses EGFP expression, whereas a single Alu has little or no effect. Importantly, the observed silencing correlates with A-to-I RNA editing, nuclear retention of the mRNA and its association with the protein p54(nrb). Further, we show that inverted Alu elements can act in a similar fashion in their natural chromosomal context to silence the adjoining gene. For example, the Nicolin 1 gene expresses multiple mRNA isoforms differing in the 3'-UTR. One isoform that contains the inverted repeat is retained in the nucleus, whereas another lacking these sequences is exported to the cytoplasm. Taken together, these results support a novel role for Alu elements in human gene regulation.
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Frerker N, Wagner L, Wolf R, Heiser U, Hoffmann T, Rahfeld JU, Schade J, Karl T, Naim HY, Alfalah M, Demuth HU, von Hörsten S. Neuropeptide Y (NPY) cleaving enzymes: structural and functional homologues of dipeptidyl peptidase 4. Peptides 2007; 28:257-68. [PMID: 17223229 DOI: 10.1016/j.peptides.2006.09.027] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2006] [Accepted: 09/06/2006] [Indexed: 10/23/2022]
Abstract
N-terminal truncation of NPY has important physiological consequences, because the truncated peptides lose their capability to activate the Y1-receptor. The sources of N-terminally truncated NPY and related peptides are unknown and several proline specific peptidases may be involved. First, we therefore provide an overview on the peptidases, belonging to structural and functional homologues of dipeptidyl peptidase 4 (DP4) as well as aminopeptidase P (APP) and thus, represent potential candidates of NPY cleavage in vivo. Second, applying selective inhibitors against DP4, DP8/9 and DP2, respectively, the enzymatic distribution was analyzed in brain extracts from wild type and DP4 deficient F344 rat substrains and human plasma samples in activity studies as well as by matrix assisted laser desorption/ionisation-time of flight (MALDI-TOF)-mass spectrometry. Third, co-transfection of Cos-1 cells with Dpp4 and Npy followed by confocal lasermicroscopy illustrated that hNPY-dsRed1-N1 was transported in large dense core vesicles towards the membrane while rDP4-GFP-C1 was transported primarily in different vesicles thereby providing no clear evidence for co-localization of NPY and DP4. Nevertheless, the review and experimental results of activity and mass spectrometry studies support the notion that at least five peptidases (DP4, DP8, DP9, XPNPEP1, XPNPEP2) are potentially involved in NPY cleavage while the serine protease DP4 (CD26) could be the principal peptidase involved in the N-terminal truncation of NPY. However, DP8 and DP9 are also capable of cleaving NPY, whereas no cleavage could be demonstrated for DP2.
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Affiliation(s)
- Nadine Frerker
- Department of Functional and Applied Anatomy, Hannover Medical School, OE 4120, Carl-Neuberg-Strasse 1, 30625 Hannover, Germany
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