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van Dijk, K.

Publications and source records attributed to van Dijk, K..

5 recordsLinked to original sources

Comprehensive Unbiased Analysis of Vascular Tissue Changes in Accelerated Atherosclerosis Using High-Resolution Ultrasound combined with Photoacoustic Imaging

Venous bypass grafts are commonly used to circumvent complex coronary or peripheral artery occlusions. The patency rates, however, are hampered due to accelerated buildup of atherosclerotic lesions in the vein graft wall. Identification of unstable plaques is crucial to guide clinical decision making. In this study, we employ advanced high-resolution ultrasound (US) coupled with spectral photoacoustic imaging (sPAI) to enhance the accurate visualization and analysis of tissue composition in vivo. By applying unbiased spectral analysis, we investigate the composition and plaque instability in a murine vein graft model. MethodMale hypercholesterolemic ApoE3*Leiden mice and normocholesterolemic C57BL/6 mice underwent vein graft surgery in which a caval vein from a donor mouse was interpositioned into the arterial circulation of a recipient at the sight of the right common carotid artery. US imaging with sPAI was conducted on 7, 14, 21, and 28 days after surgery. Spectral curves from the near-infrared (NIR) I region, spanning 680 to 970nm, were extracted using a data-driven approach. Component discovery and cross-correlation analysis were performed with Matlab, and ImageJ reconstructed the components within 3D images. At the endpoint histological analysis of the vein grafts was performed. ResultsAnalysis of the NIRI region revealed distinct components, with 7 and 10 components tested in the cross-correlation map. Relative abundance values identified melanin, oxidized hemoglobin, deoxygenized hemoglobin, lipids, and collagen. Lipids and collagen spectra accurately identified lipid and collagen-rich tissues in vivo. The sPAI analysis of of the vein graft wall in vivo resulted in a 8.7% lipids in the vein graft wall compared to 1.8% lipids in the histological analysis at t=28d. For vein grafts from ApoE*3-Leiden mice no differences in the lipid positive area was observed between the sPAI analysis or histological quantification. The percentages collagen present in the vein graft walls from both strains analyzed via sPAI and histological showed comparable results at t=28d. ConclusionOur study demonstrates that sPAI can be utilized for compositional analysis of murine tissue in an unbiased manner. This methodology can be used to enhance our understanding of vein graft dynamics and holds promise to advance non-invasive characterization of vascular diseases to ultimately guide clinical decision making.

bioinformatics↗

Widely dispersed clonal expansion of multi-fungicide-resistant Aspergillus fumigatus limits genomic epidemiology prospects

BackgroundAspergillus fumigatus is a ubiquitous fungus that causes a range of diseases in animals, including humans. The most lethal manifestation is invasive aspergillosis for which treatment relies on triazoles. Triazole-resistant A. fumigatus can be recovered from decaying plant material and so-called hotspots containing triazole fungicide residues. Although observations have shown clonal isolates between the environment and clinical samples, a direct link between a specific environment and cases of triazole-resistant invasive aspergillus disease in an individual patient has not yet been demonstrated. MethodsTo understand where patients acquire A. fumigatus isolates causing disease, we used a genomic epidemiology approach with 157 Dutch A. fumigatus isolates, based on whole genome sequencing. Isolates were from three well-characterized environmental hotspots and two hospitals between 2016 and 2019. FindingsIn the Dutch dataset, A. fumigatus isolates from six patients showed near-identical genomes compared to five environmental isolates. One environmental isolate matched three probable cases of triazole-resistant invasive aspergillosis, including one fatal case. Patient isolates were recovered up to 34 months later than near-identical environmental isolates. Comparison to over 1{middle dot}2K global publicly available A. fumigatus genomes showed hundreds of clonal groups spread across three continents. In addition, finding variants associated with resistance to non-triazole fungicides such as benzimidazole, succinate dehydrogenase inhibitor and quinone outside inhibitor classes, strongly suggests an exposure history to multiple agricultural fungicides in these environmental hotspots. InterpretationEnvironmental hotspots represent highly selective habitats for multi-fungicide-resistant A. fumigatus, which we can now directly link to probable cases of aspergillus disease, including a triazole-resistant case. However, geographically widely dispersed clonal expansion limits the utility of genomic epidemiology to identify the source of a particular patients isolate. Furthermore, reducing a single class of fungicides in agriculture may not effectively reduce resistance selection when other classes are still in use. FundingNWO.Groen2019.002 Research in contextO_ST_ABSEvidence before this studyC_ST_ABSTriazole fungicides that exhibit activity against Aspergillus fumigatus have been shown to be a major source of resistant aspergillus disease in humans. However, the route of transmission from environmental hotspot to human remains poorly understood. Isolates of A. fumigatus can be recovered from both environmental samples and clinical specimens that harbour the same resistance signature haplotypes, e.g., TR34/L98H and TR46/Y121F/T289A, in the cyp51A-gene. We searched the literature for evidence using high resolution whole genome sequencing (WGS) to link environmental isolates to human infection. We searched PubMed for articles using the search terms Aspergillus fumigatus AND azole resistance AND whole genome sequencing on 15 April 2024. This search retrieved 32 articles describing different evolutionary routes to select for triazole-resistant A. fumigatus or population structure of whole-genome sequenced isolates. Twenty-six articles used whole-genome sequencing, but none focused on identifying clonal groups to identify direct cases of transmission between the environment and clinical cases of aspergillus disease. By using the additional search term transmission, no other records were retrieved. Added value of this studyOur study links triazole-resistant A. fumigatus isolates cultured from three environmental hotspots to cases of aspergillus disease in two hospitals in the Netherlands. Genome comparisons of isolates from environmental hotspots and patients showed multiple near-identical linked genotypes, consistent with a route of transmission from the environment to patients. Although a naive expectation may be a higher probability of matches of the hotspots located in the northwest of the Netherlands with the hospital located in the west of the country, in fact, more patient isolates from the far southeast were linked to the hotspots. Integrating the Dutch data set into a global data set showed 205 clonal groups spread across the Netherlands, Germany, the United Kingdom (UK), the United States of America (USA) and Japan. Our demonstration of a large number of geographically dispersed clonal groups suggests that current sampling is insufficient to definitively identify the source of an individual patients infection. A genetically highly diverse population combined with a wide global distribution of clones can make it impossible to definitively identify the source of an individual patients infection even with much more sampling. Implications of all the available evidenceOur study provides evidence that triazole-resistant A. fumigatus isolates with multi-fungicide resistance profiles cause aspergillus disease in at-risk patients and may contribute to treatment failure and mortality. The risk of infection due to these triazole-resistant isolates is not confined to the geographic vicinity of the environmental hotspot since clonal spread can be detected across great distances. The finding of linked cases without clear transmission routes limits epidemiological studies and underscores the need to better understand the ecology and environmental niches of this fungus. As it is highly unlikely that each patient visited the rural agricultural areas where a hotspot was located, research should address the complex and long-distance transmission routes of resistant isolates, which involves airborne dispersal of conidia or habitats of this fungus outside the agricultural environment. Furthermore, because of the multi-fungicide resistance phenotype of the triazole-resistant A. fumigatus, involving several classes of fungicides, reducing one class of fungicides in the environment may not effectively reduce resistance selection. Effective interventions should instead aim to reduce the burden of environmental resistance by modifying environments that currently favour the massive outgrowth of fungicide-resistant A. fumigatus to limit the escape of aerial spores from these environmental hotspots.

microbiology↗

A role for heritable transcriptomic variation in maize adaptation to temperate environments

Transcription bridges genetic information and phenotypes. Here, we evaluated how changes in transcriptional regulation enable maize (Zea mays), a crop originally domesticated in the tropics, to adapt to temperate environments. We generated 572 unique RNA-seq datasets from the roots of 340 maize genotypes. Genes involved in core processes such as cell division, chromosome organization and cytoskeleton organization showed lower heritability of gene expression. While genes involved in anti-oxidation activity exhibited higher expression heritability. An expression genome-wide association study (eGWAS) identified 19,602 expression quantitative trait loci (eQTLs) associated with the expression of 11,444 genes. A GWAS for alternative splicing identified 49,897 splicing QTLs (sQTLs) for 7,614 genes. Rare allele burden within genomic intervals with trans-eQTLs correlated with extremes of expression in target genes as previously reported for cis-eQTLs. Genes harboring both cis-eQTLs and cis-sQTLs in linkage disequilibrium were disproportionately likely to encode transcription factors or were annotated as responding to one or more stresses. Independent component analysis of gene expression data identified loci regulating co-expression modules involved in phytohormone pathways, cell wall biosynthesis, lipid metabolism and stress response. Several genes involved in cell proliferation, flower development, DNA replication and gene silencing showed lower gene expression variation explained by genetic factors between temperate and tropical maize lines. A GWAS of 27 previously published phenotypes identified several candidate genes overlapping with genomic intervals showing signatures of selection during adaptation to temperate environments. Our results illustrate how maize transcriptional regulatory networks enable changes in transcriptional regulation to adapt to temperate regions.

bioinformatics↗

Natural variation in root exudation of GABA and DIMBOA impacts the maize root endosphere and rhizosphere microbiomes

Root exudates are important for shaping root-associated microbiomes. However, studies on a wider range of metabolites in exudates are required for a comprehensive understanding about their influence on microbial communities. We identified maize inbred lines that differ in exudate concentrations of DIMBOA and GABA using a semi-hydroponic system. These lines were grown in the field to determine the changes in microbial diversity and gene expression due to varying concentrations of DIMBOA and GABA in exudates using 16S rRNA amplicon sequencing and metatranscriptomics. Results showed individual and interaction effects of DIMBOA and GABA on the rhizosphere and root endosphere {beta}-diversity, most strongly at the V10 growth stage. The main bacterial families affected by both compounds were Ktedonobacteraceae and Xanthomonadaceae. Higher concentrations of DIMBOA in exudates affected the rhizosphere metatranscriptome, enriching for KEGG pathways associated with plant disease. This study validated the use of natural variation within plant species as a powerful approach for understanding the role of root exudates on microbiome selection. We also showed that a semi-hydroponic system can be used to identify maize genotypes that differ in GABA and DIMBOA exudate concentrations under field conditions. The impact of GABA exudation on root-associated microbiomes was shown for the first time.

microbiology↗

Using computational modeling to teach metabolism as a dynamic system improves student performance

Understanding metabolic function requires knowledge of the dynamics, interdependence, and regulation of biochemical networks. However, current approaches are not optimal to develop the needed mechanistic understanding, and misconceptions about biological processes persist even after graduation. To address these issues, we developed a computational modeling and simulation approach that employs scaffolded learning to teach biochemistry students about the regulation of metabolism. The power of the approach lies in students abilities to alter any component or connection in a modeled system and instantly observe the effects of their changes. We find that students who use our approach perform better on biochemistry metabolism questions compared to students in a course that did not use this approach. We also investigated performance by gender and found that our modules may have the potential to increase equity in education. We noted that students are generally positive about the approach and appreciate its benefits. Our modules provide life science instructors with a dynamic and systems-driven approach to teach metabolic regulation and control that improves learning and also equips students with important technical skills.

scientific communication and education↗