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PubMed2025

OmicsTweezer: A distribution-independent cell deconvolution model for multi-omics Data.

Cell deconvolution estimates cell type proportions from bulk omics data, enabling insights into tissue microenvironments and disease. However, practical applications are often hindered by batch effects between bulk data and referenced single-cell data, a challenge that is frequently overlooked. To address this discrepancy, we developed OmicsTweezer, a distribution-independent cell deconvolution model. By integrating optimal transport with deep learning, OmicsTweezer aligns simulated and real data in a shared latent space, effectively mitigating data shifts and inter-omics distribution differences. OmicsTweezer is versatile, capable of deconvolving bulk RNA-seq, bulk proteomics, and spatial transcriptomics. Extensive evaluations on simulated and real-world datasets demonstrate its robustness and accuracy. Furthermore, applications in prostate and colon cancer showcase OmicsTweezer's ability to identify biologically meaningful cell types. As a unified deconvolution framework for multi-omics data, OmicsTweezer offers an efficient and powerful tool for studying disease microenvironments.

Humans↗

PubMed2006

Cloning and characterization of a root-specific expressing gene encoding 3-hydroxy-3-methylglutaryl coenzyme A reductase from Ginkgo biloba.

3-Hydroxy-3-methylglutaryl coenzyme A reductase (HMGR, EC: 1.1.1.34) catalyzes the first committed step in mevalonic acid (MVA) pathway for biosynthesis of isoprenoids. The full-length cDNA encoding HMGR was isolated from Ginkgo biloba for the first time (designated as GbHMGR, GenBank accession number AY741133), which contained a 1713 bp ORF encoding 571 amino acids. The GbHMGR genomic DNA sequence was also obtained, revealing GbHMGR had four exons and three introns. The deduced GbHMGR protein showed high identity to other plant HMGRs and contained two trans-membrane domains and a catalytic domain. The three dimensional model of GbHMGR represented a typical spatial structure of HMGRs. The Southern blot and RT-PCR assay results indicated that GbHMGR belonged to a small gene family, and expressed in a tissue-specific manner with a low level expression being only found in root. The potential significance of GbHMGR gene was also discussed.

Amino Acid Sequence↗

PubMed2003

Genome scale mapping of brain gene expression.

Two new approaches, voxelation and gene expression tomography (GET), permit multiplex acquisition of gene expression patterns in the brain. Both methods result in volumetric images of gene expression analogous to those produced in biomedical imaging systems. Voxelation employs analysis of spatially registered cubes from the brain, whereas GET entails analysis of parallel slices obtained by rotation about multiple axes. These methods have been used to investigate neurologic diseases and their models in both humans and mice. The results of these studies are discussed, as is the future of high-throughput gene expression mapping in the brain.

Animals↗

PubMedDate not supplied

Gene and protein profiling of the response of MA-10 Leydig tumor cells to human chorionic gonadotropin.

Activation of the steroidogenic machinery by peptide hormones involves a number of steps for transmitting signals from the plasma membrane to mitochondria in a spatially and temporally coordinated manner. Although key proteins mediating the hormonal signal have been identified, recent data suggest that the pathway might involve more complex protein-protein and protein-lipid interactions. Genomic and proteomic methods of analysis, namely the Affymetrix Murine Genome U74A v2 GeneChip and the BD PowerBlot Western Array, were used to identify human chorionic gonadotropin (hCG)-induced changes in mRNA and protein of MA-10 Leydig tumor cells that parallel the increase seen in progesterone synthesis. To analyze the massive amount of data that was generated, a comprehensive protein information matrix summarizing the features of each gene or protein, including its known properties, as well as annotations derived by homology-based functional inference, was developed. Of the genes examined by Affymetrix array, approximately 79 were differentially expressed and of gene products examined by PowerBlot, 9 were differentially expressed (above twofold). Changes in the expression of selected transcripts of interest were confirmed using real-time quantitative polymerase chain reaction and immunoblot analyses. Collectively, these results indicate that hormonal regulation of steroidogenesis is a complex phenomenon, involving proteins that participate in various known and novel pathways, which are implicated in transmitting signals from the plasma membrane to mitochondria and nucleus.

Blotting, Western↗

PubMed1994

Compartmentalization of cellular and viral DNAs in adenovirus type 5 infection as revealed by ultrastructural in situ hybridization.

We describe the respective distributions of cellular DNA and viral genomes in adenovirus type 5 (Ad5)-infected HeLa cells by means of electron microscope in situ hybridization using biotinylated Alu DNA and Ad5 DNA probes in a post-embedding technique. When hybridization was performed on sections of formaldehyde-fixed material, Alu elements were restricted to the cellular chromatin, irrespective of the stage of the infectious cycle, without any interpenetration within the virus-induced regions. Viral DNA was confined entirely to the latter. Similar topological distributions of cellular and viral DNA were obtained when in situ hybridizations were performed at the optical level on methanol-acetone fixed cells. Such separation between cellular and viral DNA persisted under experimental conditions which partially loosened the nucleoproteins. In addition, the viral DNA of the different viral structures spread without interpenetration. On the other hand, the procedure did not dissociate the clusters of viruses which remained, as usual, closely surrounded by innumerable viral genomes. It also preserved the shapes, content (viral ssDNA + viral 72 kD protein) and the topological localization of the pleomorphic viral ssDNA accumulation sites. These data, which suggest that all viral DNAs are spatially linked in the infected nuclei, suggest a prominent role for the internal nuclear matrix in virus replication, assembly and maturation.

Adenoviruses, Human↗

PubMed2006

Re-infection of wildlife populations with rinderpest virus on the periphery of the Somali ecosystem in East Africa.

We report surveillance for rinderpest virus in wildlife populations in three major ecosystems of East Africa: Great Rift Valley, Somali and Tsavo from 1994 to 2003. Three hundred and eighty wild animals were sampled for detection of rinderpest virus, antigen or genome and 1133 sampled for antibody in sera from Kenya, Uganda, Ethiopia and Tanzania from 20 species. This was done modifying for wildlife the internationally recommended standards for rinderpest investigation and diagnosis in livestock. The animals were selected according to susceptibility and preference given to gregarious species, and populations were selected according to abundance, availability and association with livestock. Rinderpest virus, antigen and/or genome were detected in Kenya; within Tsavo, Nairobi and Meru National Parks. Serological results from 864 animals (of which 65% were buffalo) from the region were selected as unequivocal; showing the temporal and spatial aspects of past epidemics. Recent infection has been only in or peripheral to the Somali ecosystem (in Kenya). Our evidence supports the hypothesis that wildlife is not important in the long-term maintenance of rinderpest and that wildlife are infected sporadically most likely from a cattle source, although this needs to be proven in the Somali ecosystem. Wildlife will continue to be a key to monitoring the remaining virus circulation in Africa.

Africa, Eastern↗

PubMed2002

Isolation and characterization of runxa and runxb, zebrafish members of the runt family of transcriptional regulators.

OBJECTIVE: The AML/RUNX family of transcription factors plays important roles in hematopoiesis, neurogenesis, bone development, and segmentation in vertebrate embryos. The aim of this study was to isolate runt-related genes in a genetically and embryologically exploitable system, the zebrafish, and characterize their function during hematopoietic development. MATERIALS AND METHODS: Two runt-related genes were isolated by degenerate PCR and standard library screening, and a radiation hybrid panel, T51 RH, was used to resolve their chromosomal localization. In situ hybridization demonstrated their expression whereas their transcriptional activity was assessed using an AML1-responsive reporter gene in the MLA 144 T-cell line. RESULTS: We isolated the zebrafish runxa and runxb cDNAs, which encode proteins highly homologous to the human and murine Runx1 (AML1) and Runx3 (AML2) proteins. In contrast to a recent report, we detected runxa expression in both hematopoietic and neural tissues of the developing zebrafish. runxa transcripts first appear during segmentation in bilateral mesodermal cells that coexpress one of the earliest blood and endothelial cell markers, scl/tal-1. By 24 hours postfertilization (hpf), runxa transcripts are seen in the ventral wall of the dorsal aorta. Hematopoietic runxa expression is lost in cloche mutants, which are defective in blood and endothelial cell formation. runxb transcripts are seen in nonhematopoietic domains. Both Runxa and Runxb transactivate an AML1-responsive human promoter in hematopoietic cells. Genomic localization studies demonstrate that runxa is located on linkage group 1 (LG1), and the runxb gene is located on LG13. CONCLUSIONS: Our gene expression analysis strongly suggests that both the functional and spatial aorta-gonad-mesonephros (AGM) region has been conserved throughout evolution. Our runxa spatiotemporal expression data shed light on the role of vertebrate Runx1/AML1 in primitive vs definitive hematopoietic development.

Amino Acid Sequence↗

PubMed2003

From measurements of metabolites to metabolomics: an 'on the fly' perspective illustrated by recent studies of carbon-nitrogen interactions.

Techniques for surveying metabolite levels provide a powerful tool for basic plant research and biotechnology. They offer the possibility of specialised measurements of specific classes of metabolites, profiling of a very broad range of low molecular weight compounds, and resolving the spatial and/or temporal localisation of selected key metabolites. Recent applications in the field of carbon-nitrogen interactions provide a framework to discuss how metabolite datasets are being utilised in the post-genomic era to characterise system responses, link transcript data to phenotypic responses, analyse underlying regulation mechanisms, and implement an in-context analysis of gene function. A major future challenge concerns the integration of the information gained from metabolite profiling into an accessible body of knowledge.

Carbon↗

PubMed2001

Biomechanical activation of vascular endothelium as a determinant of its functional phenotype.

One of the striking features of vascular endothelium, the single-cell-thick lining of the cardiovascular system, is its phenotypic plasticity. Various pathophysiologic factors, such as cytokines, growth factors, hormones, and metabolic products, can modulate its functional phenotype in health and disease. In addition to these humoral stimuli, endothelial cells respond to their biomechanical environment, although the functional implications of this biomechanical paradigm of activation have not been fully explored. Here we describe a high-throughput genomic analysis of modulation of gene expression observed in cultured human endothelial cells exposed to two well defined biomechanical stimuli-a steady laminar shear stress and a turbulent shear stress of equivalent spatial and temporal average intensity. Comparison of the transcriptional activity of 11,397 unique genes revealed distinctive patterns of up- and down-regulation associated with each type of stimulus. Cluster analyses of transcriptional profiling data were coupled with other molecular and cell biological techniques to examine whether these global patterns of biomechanical activation are translated into distinct functional phenotypes. Confocal immunofluorescence microscopy of structural and contractile proteins revealed the formation of a complex apical cytoskeleton in response to laminar shear stress. Cell cycle analysis documented different effects of laminar and turbulent shear stresses on cell proliferation. Thus, endothelial cells have the capacity to discriminate among specific biomechanical forces and to translate these input stimuli into distinctive phenotypes. The demonstration that hemodynamically derived stimuli can be strong modulators of endothelial gene expression has important implications for our understanding of the mechanisms of vascular homeostasis and atherogenesis.

Base Sequence↗

PubMed2006

Patterns, sources and ecological implications of clonal diversity in apomictic Ranunculus carpaticola (Ranunculus auricomus complex, Ranunculaceae).

Sources and implications of genetic diversity in agamic complexes are still under debate. Population studies (amplified fragment length polymorphisms, microsatellites) and karyological methods (Feulgen DNA image densitometry and flow cytometry) were employed for characterization of genetic diversity and ploidy levels of 10 populations of Ranunculus carpaticola in central Slovakia. Whereas two diploid populations showed high levels of genetic diversity, as expected for sexual reproduction, eight populations are hexaploid and harbour lower degrees of genotypic variation, but maintain high levels of heterozygosity at many loci, as is typical for apomicts. Polyploid populations consist either of a single AFLP genotype or of one dominant and a few deviating genotypes. genotype/genodive and character incompatibility analyses suggest that genotypic variation within apomictic populations is caused by mutations, but in one population probably also by recombination. This local facultative sexuality may have a great impact on regional genotypic diversity. Two microsatellite loci discriminated genotypes separated by the accumulation of few mutations ('clone mates') within each AFLP clone. Genetic diversity is partitioned mainly among apomictic populations and is not geographically structured, which may be due to facultative sexuality and/or multiple colonizations of sites by different clones. Habitat differentiation and a tendency to inhabit artificial meadows is more pronounced in apomictic than in sexual populations. We hypothesize that maintenance of genetic diversity and superior colonizing abilities of apomicts in temporally and spatially heterogeneous environments are important for their distributional success.

Ecosystem↗

PubMed2004

Nuclear location of a chromatin insulator in Drosophila melanogaster.

Chromatin-related functions are associated with spatial organization in the nucleus. We have investigated the relationship between the enhancer-blocking activity and subnuclear localization of the Drosophila melanogaster suHw insulator. Using fluorescent in situ hybridization, we observed that genomic loci containing the gypsy retrotransposon were distributed closer to the nuclear periphery than regions without the gypsy retrotransposon. However, transgenes containing a functional 340 bp suHw insulator did not exhibit such biased distribution towards the nuclear periphery, which suggests that the suHw insulator sequence is not responsible for the peripheral localization of the gypsy retrotransposon. Antibody stains showed that the two proteins essential for the suHw insulator activity, SUHW and MOD(MDG4), are not restricted to the nuclear periphery. The enhancer-blocking activity of suHw remained intact under the heat shock conditions, which was shown to disrupt the association of gypsy, SUHW and MOD(MDG4) with the nuclear periphery. Our results indicate that the suHw insulator can function in the nuclear interior, possibly through local interactions with chromatin components or other nuclear structures.

Animals↗

PubMed2025

Re-arranging the Cis-regulatory Modules of Hox Complex in Drosophila via FLP-FRT and CRISPR/Cas9.

FLP-FRT, a well-established technique for genome manipulation, and the revolutionary CRISPR/Cas9, known for its targeted indels, are combined in a novel approach. This unique method is applied to the Hox genes in the Drosophila melanogaster bithorax complex, which are closely located to the cis-regulatory modules that define their spatial-temporal regulation. The number and position of these genes are directly correlated to their expression pattern. This chapter unveils the exciting potential of this combinatorial use of FLP-FRT and CRISPR-Cas9 to rearrange the cis-regulatory modules of the Hox complex in Drosophila melanogaster.

Animals↗

PubMed1996

Evaluation of camera requirements for comparative genomic hybridization.

Comparative genomic hybridization (CGH) is based on quantitative digital image analysis of fluorescence intensities from metaphase chromosomes. High-quality CCD cameras are commonly used for image acquisition, but the minimal requirements of CCD cameras have not been determined. We first evaluated minimal camera requirements by artificially reducing spatial and dynamic resolution of images produced by a scientific-grade CCD camera (Xillix MicroImager). The results showed that reduction of dynamic resolution from 4,096 to 256 gray levels (12-bit image transformed to an 8-bit image) had negligible effect on CGH profiles and no effect on their interpretation. Similarly, CGH profiles obtained from spatially reduced images (from 1,340 x 1,035 to 670 x 517 pixels) were virtually identical to those obtained from the original image. For a practical test, we compared two 8-bit frame integrating video-rated CCD cameras (Cohu 4910 and Photometrics ImagePoint) to the Xillix Micro-Imager in a real CGH setting. Images collected from the same metaphase cells with all three cameras resulted in the identification of the same genetic changes in the samples studied. We conclude that requirements for camera resolution in CGH analysis are not stringent, and therefore that low-priced video-rated cameras capable of frame integration are sufficient for comparative genomic hybridization.

DNA↗

PubMed2004

Genome-wide mapping of in vivo targets of the Drosophila transcription factor Kruppel.

Krüppel (Kr), a member of the gap class of Drosophila segmentation genes, encodes a DNA binding zinc finger-type transcription factor. In addition to its segmentation function at the blastoderm stage, Krüppel also plays a critical role in organ formation during later stages of embryogenesis. To systematically identify in vivo target genes of Krüppel, we isolated DNA fragments from the Krüppel-associated portion of chromatin and used them to find and map Krüppel-dependent cis-acting regulatory sites in the Drosophila genome. We show that Krüppel binding sites are not enriched in Krüppel-associated chromatin and that the clustering of Krüppel binding sites, as found in the cis-acting elements of Krüppel-dependent segmentation genes used for in silico searches of Krüppel target genes, is not a prerequisite for the in vivo binding of Krüppel to its regulatory elements. Results obtained with the newly identified target gene ken and barbie (ken) indicate that Krüppel represses transcription and thereby restricts the spatial expression pattern of ken during blastoderm and gastrulation.

Animals↗

PubMed2025

Genetic characterization of rat hepatitis E virus (Rocahepevirus ratti) in urban brown rats (Rattus norvegicus) in Helsinki, Finland.

We report complete and partial genome sequences of rat hepatitis E virus (RHEV, Rocahepevirus ratti), from archived brown rats captured in Helsinki, Finland. Phylogenetic analysis confirmed the presence of the pathogenic RHEV genotype C1 in the Helsinki region. Finnish strains clustered together with strains from South Korea and Spain. However, the polytomous topology of phylogenetic trees and the large genetic distances between spatially distinct strains suggest that RHEV has remained inadequately sampled on a global scale. Further surveillance of rocahepeviruses is needed to assess their threat to public health and to understand their diversity and evolutionary patterns.

Animals↗

PubMed2026

The periphery of nuclear speckles defines a spatially and temporally regulated compartment of long-lived intron-retained RNAs that resolves during mitosis.

RNA localization adds a fundamental layer to gene expression by determining when and where translation-ready mRNAs become available, yet how this timing is coordinated with nuclear architecture and cell-cycle progression remains unclear. Here we identify a subnuclear RNA niche at the nuclear speckle periphery that couples intron retention to cell-cycle-timed RNA release. Using compartment-resolved transcriptional inhibition, sequence-based deep learning and single-molecule and super-resolution RNA imaging in human pluripotent stem cells, we define a class of nuclear RNAs with long-lived retained introns that persist for hours and are enriched in transcripts encoding regulators of genome maintenance and mitosis, including centromere and kinetochore assembly, DNA repair and telomere maintenance. Long-lived retained introns exhibit elevated GC content, predicted structural stability and enrichment for nuclear speckle-associated RNA-binding proteins. In interphase, these RNAs localize to a distinct nuclear speckle-peripheral RNA niche in a spatial arrangement conserved across cell types. During mitotic remodelling, they undergo coordinated, kinase-dependent splicing and are released into the cytoplasm of early G1 daughter cells. Together, these findings link cis-encoded intronic features, subnuclear organization and mitotic remodelling to temporal control of RNA fate.

Mitosis↗

PubMed2003

Polymorphism of a complex resistance gene candidate family in wild populations of common bean (Phaseolus vulgaris) in Argentina: comparison with phenotypic resistance polymorphism.

Fifteen populations of wild bean (Phaseolus vulgaris), located in three provinces in Argentina, were analysed for their polymorphism for a complex resistance gene candidate (RGC) family clustered on the genome and for resistance phenotypes to strains of Colletotrichum lindemuthianum. Results indicate that RGC polymorphism is high. Population structure obtained for markers related to resistance was compared to population structure obtained for RAPD markers in order to infer the evolutionary forces driving polymorphism for resistance in wild populations at both molecular and phenotypic levels. Hierarchical analysis of differentiation showed that, within provinces, populations were differentiated for RAPD as well as for molecular and phenotypic markers of resistance. In contrast, provinces were differentiated only for RAPD and RGC markers and not for resistance phenotypes. The discrepancies found between diversity structures for molecular markers (RAPD and RGCs) and for resistance phenotypes suggest an effect of selection and indicate that diversity for resistance may not be driven by the same selective forces at the molecular and phenotypic levels. We further discuss whether specific selective forces are exerted on RGC markers and underline the importance of spatial scale of analysis for demonstrating an impact of selection.

Argentina↗

PubMed2002

Analyses of genotypic diversity among North, South, and Central American isolates of sugarcane yellow leaf virus: evidence for Colombian origins and for intraspecific spatial phylogenetic variation.

We have analyzed the genotypic diversity of sugarcane yellow leaf virus (SCYLV) collected from North, South, and Central America by fingerprinting assays and selective cDNA cloning and sequencing. One group of isolates from Colombia, designated the C-population, has been identified as residing at the root node between a separable superpopulation structure of SCYLV and other members of the family Luteoviridae, indicating that the progenitor viruses of the North, South, and Central American isolates of the SCYLV superpopulation most likely arose from a C-population structure. From a model of intrafamilial evolution (F. Moonan et al., Virology 269:156-171, 2000), a prediction could be made that within the SCYLV species, the capacity of genomic sequence divergence would range from lowest in the capsid protein open reading frame 3 (ORF 3) to highest in a region spanning across the carboxy-terminal end of the RNA-dependent RNA polymerase ORF. We have demonstrated the validity and applicability of this intrafamilial model for the prediction of intraspecies SCYLV diversity. Analysis of spatial phylogenetic variation (SPV) within the SCYLV isolates could not be assessed by application of a "partial likelihoods assessed through optimization" (PLATO)-derived intraspecies model alone. However, application of a PLATO-derived intrafamilial model with the intraspecies-derived model allowed distinction of three forms of SPV. Two of the SPV forms identified correspond to the extremes in a continuum of sequence evolution displayed in a SCYLV superpopulation structure, and the third form was diagnostic of a C-population structure. The application of these types of models has value in terms of predicting the types of SCYLV intraspecies diversity that may exist worldwide, and in general, may be useful in application for more informed design of transgenes for use in the elicitation of homology-dependent virus resistance mechanisms in transgenic plants.

Central America↗