| 1. |
- Bandaru, Manoj Kumar, 1987-, et al.
(författare)
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Apoc2 mutant zebrafish: a model for hypertriglyceridemia and early-stage atherosclerosis
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Annan publikation (övrigt vetenskapligt/konstnärligt)abstract
- Zebrafish larvae in a hypertriglyceridemic background can be useful to identify and characterize causal genes for triglyceride metabolism. A previous, small-scale study suggested that apolipoprotein C-II (apoc2)-mutant zebrafish larvae can be used to model hypertriglyceridemia-induced atherosclerosis. We aimed to replicate these findings in a large-scale study and asses if APOC-II may represent a useful therapeutic target. We generated apoc2 mutant zebrafish using CRISPR-Cas9 and examined cardiometabolomic traits in their offspring (F1 generation). Systematic characterization of 384 larvae using our image and assay-based, high-throughput pipeline showed that compound heterozygous larvae for loss of function mutations in apoc2 (n=35) have higher whole-body levels of triglycerides (0.71±0.16 SD), HDL cholesterol (0.32±0.15 SD) and total cholesterol (0.37±0.18 SD), and a trend for lower whole-body glucose levels (0.23±0.14 SD) compared with larvae without mutations in apoc2 (n=174). Such larvae also tended to have more vascular lipid deposition, however this effect did not reach significance (P=0.12). Interestingly, the trends for lower whole-body glucose levels and more vascular lipid deposition in larvae with anticipated loss of functional apoc2 reached significance when larvae (n=3812) from other screens, in which apoc2 was not experimentally perturbed were included as additional wildtype controls. Thus, our large-scale study confirms the role of apoc2 in hypertriglyceridemia and early-stage atherosclerosis. While apoc2 mutant zebrafish model can be used as a genetic background to identify and characterize causal genes for triglyceride metabolism, independent and opposite effects on triglycerides and glucose suggest that APOC-II is likely not a suitable target for prevention and treatment of coronary artery disease.
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| 2. |
- Bandaru, Manoj Kumar, 1987-, et al.
(författare)
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Image-based, in vivo characterization of cardiometabolic consequences of mutations in pcsk9
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Annan publikation (övrigt vetenskapligt/konstnärligt)abstract
- Based on the association of loss-of-function mutations in proprotein convertase subtilisin/kexin type 9 (PCSK9) with low plasma LDL cholesterol levels, inhibition of the PCSK9 protein using monoclonal antibodies have emerged as an effective treatment option to lower LDL cholesterol levels and reduce the risk of coronary artery disease. Despite these beneficial effects, PCSK9 inhibitors may increase the risk of diabetes. In this study, we mimicked the mechanistic action of PCSK9 inhibitors in humans by inducing mutations in pcsk9 in zebrafish and examining their effects on dyslipidemia, early-stage atherosclerosis and diabetes-related traits in data from nearly 5000 zebrafish larvae. At 10 days of age, larvae with mutations in pcsk9 were characterized by lower whole-body LDL cholesterol levels (beta±SE -0.056±0.025 SD units) and protection against early-stage atherosclerosis, with less vascular lipid deposition (-0.133±0.035 SD) and less co-localization of macrophages with lipids (-0.086±0.032 SD). Mutant larvae also had fewer pancreatic β-cells (-0.153±0.055 SD). Thus, our findings in pcsk9 mutant larvae are in line with results from people carrying loss-of-function PCSK9 mutations, and are also in line with the effects of PCSK9 inhibitors in humans. Further, our results suggest that mutations in pcsk9 may increase the risk of diabetes through a direct effect on pancreatic β-cells.
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| 3. |
- Bandaru, Manoj Kumar, et al.
(författare)
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Zebrafish larvae as a model system for systematic characterization of drugs and genes in dyslipidemia and atherosclerosis
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Tidskriftsartikel (refereegranskat)abstract
- Background: Hundreds of loci have been robustly associated with circulating lipids, atherosclerosis and coronary artery disease; but for most loci the causal genes and mechanisms remain uncharacterized.Methods: We developed a semi-automated experimental pipeline for systematic, quantitative, large-scale characterization of mechanisms, drugs and genes associated with dyslipidemia and atherosclerosis in a zebrafish model system. We validated our pipeline using a dietary (n>2000), drug treatment (n>1000), and genetic intervention (n=384).Results: Our results show that five days of overfeeding and cholesterol supplementation had independent pro-atherogenic effects, which could be diminished by concomitant treatment with atorvastatin and ezetimibe. CRISPR-Cas9-induced mutations in orthologues of proof-of-concept genes resulted in higher LDL cholesterol levels (apoea), and more early stage atherosclerosis (apobb.1).Conclusions: In summary, our pipeline facilitates systematic, in vivo characterization of drugs and candidate genes to increase our understanding of disease etiology, and can likely help identify novel targets for therapeutic intervention.
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| 4. |
- Bandaru, Manoj Kumar, 1987-
(författare)
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Zebrafish models for large-scale genetic screens in dyslipidemia and atherosclerosis : Validation and application
- 2019
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Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- Hundreds of loci have been robustly associated with circulating lipids, atherosclerosis and coronary artery disease; but for most loci the causal genes and mechanisms remain uncharacterized. The overall aim of my thesis is to develop and validate novel in vivo model systems that are suitable for high-throughput, image-based genetic screens in coronary artery disease and related traits, and use these model systems to systematically characterize positional candidate genes.In Study I, I developed an experimental pipeline to validate the suitability of zebrafish larvae as a model system for systematic, large-scale characterization of drugs and genes associated with dyslipidemia and atherosclerosis. Using this pipeline, I showed that five days of overfeeding and cholesterol supplementation have independent pro-atherogenic effects in zebrafish larvae, which could be diminished by concomitant treatment with atorvastatin and ezetimibe. CRISPR-Cas9-induced mutations in orthologues of proof-of-concept genes resulted in higher LDL cholesterol levels (apoea), and more early stage atherosclerosis (apobb.1). Finally, the pipeline helped me to identify putative causal genes for circulating lipids and early-stage atherosclerosis (LPAR2 and GATAD2A).In Study II, I characterized cardiometabolic traits in apoc2 mutant zebrafish larvae and found that, similar to humans, larvae with two non-functional apoc2 alleles have higher whole-body levels of triglycerides and total cholesterol, and more vascular lipid deposition than larvae without mutations in apoc2. Interestingly, apoc2 mutant larvae also had lower glucose levels after adjusting for triglyceride levels, suggesting that therapeutic stimulation of apoc2 to prevent hypertriglyceridemia may result in hyperglycemia. Still, zebrafish larvae with mutations in apoc2 can be a useful model to identify and characterize additional causal genes for triglyceride metabolism.In Study III, I examined the effects of mutations in pcsk9 on atherosclerosis and diabetes-related traits in nearly 5,000 zebrafish larvae. Similar to the loss-of-function mutations in PCSK9 in humans, larvae with mutations in pcsk9 had lower LDLc levels and were protected from early-stage atherosclerosis. Interestingly, mutations in pcsk9 also resulted in fewer pancreatic β-cells in 10 days old larvae, which suggests the higher risk of diabetes in humans with mutations in PCSK9 may result from a direct effect on the beta cell.Based on these large-scale proof-of-concept studies, my thesis confirms that zebrafish larvae can be used for large-scale, systematic genetic screens in dyslipidemia and early-stage atherosclerosis.
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| 5. |
- Höijer, Ida, et al.
(författare)
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Amplification-free long-read sequencing reveals unforeseen CRISPR-Cas9 off-target activity
- 2020
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Ingår i: Genome Biology. - : Springer Science and Business Media LLC. - 1465-6906 .- 1474-760X. ; 21:1
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Tidskriftsartikel (refereegranskat)abstract
- BACKGROUND: One ongoing concern about CRISPR-Cas9 genome editing is that unspecific guide RNA (gRNA) binding may induce off-target mutations. However, accurate prediction of CRISPR-Cas9 off-target activity is challenging. Here, we present SMRT-OTS and Nano-OTS, two novel, amplification-free, long-read sequencing protocols for detection of gRNA-driven digestion of genomic DNA by Cas9 in vitro.RESULTS: The methods are assessed using the human cell line HEK293, re-sequenced at 18x coverage using highly accurate HiFi SMRT reads. SMRT-OTS and Nano-OTS are first applied to three different gRNAs targeting HEK293 genomic DNA, resulting in a set of 55 high-confidence gRNA cleavage sites identified by both methods. Twenty-five of these sites are not reported by off-target prediction software, either because they contain four or more single nucleotide mismatches or insertion/deletion mismatches, as compared with the human reference. Additional experiments reveal that 85% of Cas9 cleavage sites are also found by other in vitro-based methods and that on- and off-target sites are detectable in gene bodies where short-reads fail to uniquely align. Even though SMRT-OTS and Nano-OTS identify several sites with previously validated off-target editing activity in cells, our own CRISPR-Cas9 editing experiments in human fibroblasts do not give rise to detectable off-target mutations at the in vitro-predicted sites. However, indel and structural variation events are enriched at the on-target sites.CONCLUSIONS: Amplification-free long-read sequencing reveals Cas9 cleavage sites in vitro that would have been difficult to predict using computational tools, including in dark genomic regions inaccessible by short-read sequencing.
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| 6. |
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| 7. |
- Höijer, Ida, et al.
(författare)
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CRISPR-Cas9 induces large structural variants at on-target and off-target sites in vivo that segregate across generations
- 2022
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Ingår i: Nature Communications. - : Springer Nature. - 2041-1723. ; 13
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Tidskriftsartikel (refereegranskat)abstract
- CRISPR-Cas9 genome editing has potential to cure diseases without current treatments, but therapies must be safe. Here we show that CRISPR-Cas9 editing can introduce unintended mutations in vivo, which are passed on to the next generation. By editing fertilized zebrafish eggs using four guide RNAs selected for off-target activity in vitro, followed by long-read sequencing of DNA from >1100 larvae, juvenile and adult fish across two generations, we find that structural variants (SVs), i.e., insertions and deletions >= 50 bp, represent 6% of editing outcomes in founder larvae. These SVs occur both at on-target and off-target sites. Our results also illustrate that adult founder zebrafish are mosaic in their germ cells, and that 26% of their offspring carries an off-target mutation and 9% an SV. Hence, pre-testing for off-target activity and SVs using patient material is advisable in clinical applications, to reduce the risk of unanticipated effects with potentially large implications.
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| 8. |
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| 9. |
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| 10. |
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| 11. |
- Pellegrinelli, V, et al.
(författare)
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Dysregulation of macrophage PEPD in obesity determines adipose tissue fibro-inflammation and insulin resistance
- 2022
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Ingår i: Nature Metabolism. - : Springer Nature. - 2522-5812. ; 4:4, s. 476-
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Tidskriftsartikel (refereegranskat)abstract
- Resulting from impaired collagen turnover, fibrosis is a hallmark of adipose tissue (AT) dysfunction and obesity-associated insulin resistance (IR). Prolidase, also known as peptidase D (PEPD), plays a vital role in collagen turnover by degrading proline-containing dipeptides but its specific functional relevance in AT is unknown. Here we show that in human and mouse obesity, PEPD expression and activity decrease in AT, and PEPD is released into the systemic circulation, which promotes fibrosis and AT IR. Loss of the enzymatic function of PEPD by genetic ablation or pharmacological inhibition causes AT fibrosis in mice. In addition to its intracellular enzymatic role, secreted extracellular PEPD protein enhances macrophage and adipocyte fibro-inflammatory responses via EGFR signalling, thereby promoting AT fibrosis and IR. We further show that decreased prolidase activity is coupled with increased systemic levels of PEPD that act as a pathogenic trigger of AT fibrosis and IR. Thus, PEPD produced by macrophages might serve as a biomarker of AT fibro-inflammation and could represent a therapeutic target for AT fibrosis and obesity-associated IR and type 2 diabetes. Obesity-associated AT fibro-inflammation and metabolic disturbances are linked to PEPD activity and PEPD extracellular levels.
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| 12. |
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| 13. |
- von der Heyde, Benedikt, 1988-
(författare)
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Translating Cardiac and Cardiometabolic GWAS Using Zebrafish
- 2019
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Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- Genome-wide association studies (GWAS) have identified thousands of loci associated with cardiac and cardiometabolic traits. However, the trait-associated variants usually do not clearly point to causal gene(s), mechanism(s) or tissue(s). Model systems that allow for a comprehensive and quick candidate gene screening are necessary, ideally in vivo. The overall objective of my thesis is to establish large-scale, imaged-based screens in zebrafish embryos and larvae to examine candidate genes for their effects on heart rate and rhythm, as well as on early-onset atherosclerosis and dyslipidemia.In Study 1, I prioritized 18 candidate genes in eight loci identified in a meta-analysis of GWAS for heart rate variability. Some of these genes were already known to be involved in cardiac pacemaking, whereas others require functional characterization.In Study 2, I established an experimental pipeline to examine genetic effects on cardiac rate and rhythm and used it to characterize orthologues of six human candidate genes for heart rate and rhythm. I confirmed known effects of rgs6 and hcn4, and established a role for KIAA1755 in HRV.In Study 3, I contributed to large-scale experiments to establish the zebrafish as a model system for early-onset atherosclerosis and dyslipidemia. Overfeeding and cholesterol-supplementation of the diet were shown to propel independent pro-atherogenic effects. Atherosclerotic burden was alleviated using commonly prescribed drugs in humans. Lastly, the effects of proof-of-concept genes known to be involved in lipid metabolism were examined and showed higher LDLc (apoea) and early-onset atherosclerosis (apobb1).In Study 4, I characterized genes in GWAS-identified loci for triglyceride levels for a role in lipid metabolism and early-stage atherosclerosis. I identified three previously unanticipated genes that influence triglyceride levels in zebrafish larvae. Several additional genes influence other cardiometabolic risk factors. Interestingly, two genes showed trends towards lower triglycerides levels (dock7 and lpar2a), with directionally opposite effects on vascular inflammation. This emphasizes that candidate genes need to be examined comprehensively to guide further mechanistic studies.
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| 14. |
- von der Heyde, Benedikt, et al.
(författare)
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Translating GWAS-identified loci for cardiac rhythm and rate using an in vivo image- and CRISPR/Cas9-based approach
- 2020
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Ingår i: Scientific Reports. - : Springer Science and Business Media LLC. - 2045-2322. ; 10:1
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Tidskriftsartikel (refereegranskat)abstract
- A meta-analysis of genome-wide association studies (GWAS) identified eight loci that are associated with heart rate variability (HRV), but candidate genes in these loci remain uncharacterized. We developed an image- and CRISPR/Cas9-based pipeline to systematically characterize candidate genes for HRV in live zebrafish embryos. Nine zebrafish orthologues of six human candidate genes were targeted simultaneously in eggs from fish that transgenically express GFP on smooth muscle cells (Tg[acta2:GFP]), to visualize the beating heart. An automated analysis of repeated 30 s recordings of beating atria in 381 live, intact zebrafish embryos at 2 and 5 days post-fertilization highlighted genes that influence HRV (hcn4 and si:dkey-65j6.2 [KIAA1755]); heart rate (rgs6 and hcn4); and the risk of sinoatrial pauses and arrests (hcn4). Exposure to 10 or 25 mu M ivabradine-an open channel blocker of HCNs-for 24 h resulted in a dose-dependent higher HRV and lower heart rate at 5 days post-fertilization. Hence, our screen confirmed the role of established genes for heart rate and rhythm (RGS6 and HCN4); showed that ivabradine reduces heart rate and increases HRV in zebrafish embryos, as it does in humans; and highlighted a novel gene that plays a role in HRV (KIAA1755).
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| 15. |
- von der Heyde, Benedikt, et al.
(författare)
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Translating GWAS-identified loci for cardiac rhythm and rate using an in vivo, image-based, large-scale genetic screen in zebrafish
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Tidskriftsartikel (refereegranskat)abstract
- A meta-analysis of genome-wide association studies (GWAS) identified eight loci that are associated with heart rate variability (HRV) in data from 53,174 individuals. However, functional follow-up experiments - aiming to identify and characterize causal genes in these loci - have not yet been performed. We developed an image- and CRISPR-Cas9-based pipeline to systematically characterize candidate genes for HRV in live zebrafish embryos and larvae. Nine zebrafish orthologues of six human candidate genes were targeted simultaneously in fertilized eggs from fish that transgenically express GFP on smooth muscle cells (Tg(acta2:GFP)), to visualize the beating heart using a fluorescence microscope. An automated analysis of repeated 30s recordings of 381 live zebrafish atria at 2 and 5 days post-fertilization highlighted genes that influence HRV (hcn4 and kiaa1755); heart rate (rgs6 and hcn4) and the risk of sinoatrial pauses and arrests (hcn4). Hence, our screen confirmed the role of established genes for heart rate (rgs6 and hcn4), and highlighted a novel gene implicated in HRV (kiaa1755).
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