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PubMed2000

Data representation and reduction for chromatin texture in nuclei from premalignant prostatic, esophageal, and colonic lesions.

BACKGROUND: To identify nuclei and lesions with great specificity, a large set of karyometric features is arranged in the form of a linear profile, called a nuclear signature. The karyometric feature values are normalized as z-values. Their ordering along the profile axis is arbitrary but consistent. The profile of the nuclear signature is distinctive; it can be characterized by a new set of variables called contour features. A number of data reduction methods are introduced and their performance is compared with that of the karyometric features in the classification of prostatic, colonic, and esophageal lesions. METHODS: Contour characteristics were reduced to descriptive statistics of the set of z-values in the nuclear signature and to sequence information. The contour features derived were (1) relative frequencies of occurrence of z-values and of their differences and (2) co-occurrence statistics, run lengths of z-values, and statistics of higher-order dependencies. Performance was evaluated by comparing classification scores of diagnostic groups. RESULTS: Rates for correct classification by karyometric features alone and contour features alone indicate equivalent performance. Classification by a combined set of features led to an increase in correct classification. CONCLUSIONS: Image analysis and subsequent data reduction of nuclear signatures of contour features is a novel method, providing quantitative information that may lead to an effective identification of nuclei and lesions.

Cell Nucleus↗

PubMed1985

Purification and amino-terminal protein sequence analysis of the mumps virus fusion protein.

The fusion (F) protein of mumps virus was purified by immunoaffinity chromatography using an anti-F monoclonal antibody. The F protein was reduced and alkylated, and the F1 and F2 chains were isolated by high-pressure size exclusion chromatography. Twenty-three amino acid residues from the amino terminus of each chain were identified following automated Edman degradation. The amino-terminal sequence of the F1 chain was homologous to previously reported F1 sequences from three other paramyxoviruses (simian virus 5, Newcastle disease virus, and Sendai virus). Secondary structure predictions suggest an alpha-helical conformation for the mumps virus F1 amino-terminal sequence. A helical wheel model of the paramyxovirus F1 NH2 terminus is presented which defines conserved and variable arcs of the helix and provides a spatial representation of this critical functional domain of the paramyxovirus fusion protein.

Amino Acid Sequence↗

PubMed1984

Effect of adenovirus infection on expression of human histone genes.

The influence of adenovirus type 2 infection of HeLa cells upon expression of human histone genes was examined as a function of the period of infection. Histone RNA synthesis was assayed after run-off transcription in nuclei isolated from mock-infected cells and after various periods of adenovirus infection. Histone protein synthesis was measured by [3H]leucine labeling of intact cells and fluorography of electrophoretically fractionated nuclear and cytoplasmic proteins. The cellular representation of RNA species complementary to more than 13 different human histone genes was determined by RNA blot analysis of total cellular, nuclear or cytoplasmic RNA by using a series of 32P-labeled cloned human histone genes as hybridization probes and also by analysis of 3H-labeled histone mRNA species synthesized in intact cells. By 18 h after infection, HeLa cell DNA synthesis and all parameters of histone gene expression, including transcription and the nuclear and cytoplasmic concentrations of core and H1 mRNA species, were reduced to less than 5 to 10% of the control values. By contrast, transcription and processing of other cellular mRNA sequences have been shown to continue throughout this period of infection. The early period of adenovirus infection was marked by an inhibition of transcription of histone genes that accompanied the reduction in rate of HeLa cell DNA synthesis. These results suggest that the adenovirus-induced inhibition of histone gene expression is mediated in part at the transcriptional level. However, the persistence of histone mRNA species at concentrations comparable to those of mock-infected control cells during the early phase of the infection, despite a reduction in histone gene transcription and histone protein synthesis, implies that histone gene expression is also regulated post-transcriptionally in adenovirus-infected cells. These results suggest that the tight coupling between histone mRNA concentrations and the rate of cellular DNA synthesis, observed when DNA replication is inhibited by a variety of drugs, is not maintained after adenovirus infection.

Adenoviruses, Human↗

PubMed2003

Selectively primed adaptive driver RDA (SPAD-RDA): an improved method for subtractive hybridization.

A modification of the Representational Difference Analysis (RDA) method for subtractive hybridization, termed Selectively Primed Adaptive Driver (SPAD) RDA, is described. It differs from conventional RDA primarily in the manner by which initial driver (D) and tester (T) amplicon complexities are determined, and by optimizing the composition of D with respect to T for each round of subtraction. Total nucleic acid is extracted from serum or plasma and converted to double-stranded DNA/cDNA. A polymerase chain reaction (PCR) primer containing a selective nucleotide(s) at its 3'-end is used to generate amplicons of reduced complexity. Parallel subtractions are carried out, D vs. T (DT) for enrichment of tester-unique sequences and D vs. D (Driver Control or DC) to generate an optimized driver for use in the subsequent round. Following each round, agarose gel electrophoresis is used to visually identify any DT-unique bands through a side-by-side comparison of DT and DC subtraction products. In comparison to conventional RDA, SPAD-RDA achieved greater enrichment of viral sequences from an HCV infected chimpanzee, resulting in isolation of 13.7% of the viral genome, and an overall enrichment for HCV sequences of 239-fold. Virus fragments were also obtained from an HCV-infected human sample subtracted against non-paired human driver sequences. J. Med. Virol. 71:150-159, 2003.

Animals↗

PubMed2004

Using networks to identify fine structural differences between functionally distinct protein states.

The vast increase in available data from the "-omics" revolution has enabled the fields of structural proteomics and structure prediction to make great progress in assigning realistic three-dimensional structures to each protein molecule. The challenge now lies in determining the fine structural details that endow unique functions to sequences that assume a common fold. Similar problems are encountered in understanding how distinct conformations contribute to different phases of a single protein's dynamic function. However, efforts are hampered by the complexity of these large, three-dimensional molecules. To overcome this limitation, structural data have been recast as two-dimensional networks. This analysis greatly reduces visual complexity but retains information about individual residues. Such diagrams are very useful for comparing multiple structures, including (1) homologous proteins, (2) time points throughout a dynamics simulation, and (3) functionally different conformations of a given protein. Enhanced structural examination results in new functional hypotheses to test experimentally. Here, network representations were key to discerning a difference between unliganded and inducer-bound lactose repressor protein (LacI), which were previously presumed to be identical structures. Further, the interface of unliganded LacI was surprisingly similar to that of the K84L variant and various structures generated by molecular dynamics simulations. Apo-LacI appears to be poised to adopt the conformation of either the DNA- or inducer-bound structures, and the K84L mutation appears to freeze the structure partway through the conformational transition. Additional examination of the effector binding pocket results in specific hypotheses about how inducer, anti-inducer, and neutral sugars exert their effects on repressor function.

Bacterial Proteins↗

PubMed2003

A method for assessing the statistical significance of mass spectrometry-based protein identifications using general scoring schemes.

This paper investigates the use of survival functions and expectation values to evaluate the results of protein identification experiments. These functions are standard statistical measures that can be used to reduce various protein identification scoring schemes to a common, easily interpretably representation. The relative merits of scoring systems were explored using this approach, as well as the effects of altering primary identification parameters. We would advocate the widespread use of these simple statistical measures to simplify and standardize the reporting of the confidence of protein identification results, allowing the users of different identification algorithms to compare their results in a straightforward and statistically significant manner. A method is described for measuring these distributions using information that is being discarded by most protein identification search engines, resulting in accurate survival functions that are specific to any combination of scoring algorithms, sequence databases, and mass spectra.

Mass Spectrometry↗

PubMed2005

Sensitivity to bleomycin-induced lung injury is not moderated by an antigen-limited T-cell repertoire.

Pulmonary fibrosis is a progressive scarring disease of the lung. It has been suggested that fibrosis is an inflammatory process, and cytokines such as tumor necrosis factor (TNF)-alpha and transforming growth factor (TGF)-beta have been shown to play key roles in the pathogenesis of fibrotic lung disease. However, the source of these cytokines remains in question and there is controversy over the role that infiltrating inflammatory cells play in fibrosis. T cells could play a key role by releasing cytokines upon engaging autoantigens revealed as a result of necrosis or apoptosis following epithelial injury. Some studies have shown that disrupting T-cell function leads to more severe disease, whereas others have shown that T-cell deficiency protects against fibrotic injury. To investigate whether specific antigen engagement by T cells is required for the development of fibrosis, bleomycin was instilled into the lungs of mice expressing a transgenic T-cell receptor beta (TCRbeta) gene. Expression of the TCRbeta transgene prevents effective recognition of antigens other than a single epitope of hen egg lysozyme. These mice therefore have defective antigen-specific responses but a normal representation of mature T-cell subsets. If antigen-specific T-cell engagement is required for the development of lung fibrosis, bleomycin-induced fibrosis should be reduced in the TCRbeta transgenic mice. In fact, there is no difference in the inflammatory or fibrotic response to bleomycin between TCRbeta transgenic and control mice. Thus, if T cells are required for fibrogenesis, it must involve an antigen-independent mechanism.

Amino Acid Sequence↗

PubMed2004

Crystal structure of the ribonuclease P protein Ph1877p from hyperthermophilic archaeon Pyrococcus horikoshii OT3.

Ribonuclease P (RNase P) is a ribonucleoprotein complex involved in the processing of pre-tRNA. Protein Ph1877p is one of essential components of the hyperthermophilic archaeon Pyrococcus horikoshii OT3 RNase P [Biochem. Biophys. Res. Commun. 306 (2003) 666]. The crystal structure of Ph1877p was determined at 1.8A by X-ray crystallography and refined to a crystallographic R factor of 22.96% (Rfree of 26.77%). Ph1877p forms a TIM barrel structure, consisting of ten alpha-helices and seven beta-strands, and has the closest similarity to the TIM barrel domain of Escherichia coli cytosine deaminase with a root-mean square deviation of 3.0A. The protein Ph1877p forms an oblate ellipsoid, approximate dimensions being 45Ax43Ax39A, and the electrostatic representation indicated the presence of several clusters of positively charged amino acids present on the molecular surface. We made use of site-directed mutagenesis to assess the role of twelve charged amino acids, Lys42, Arg68, Arg87, Arg90, Asp98, Arg107, His114, Lys123, Lys158, Arg176, Asp180, and Lys196 related to the RNase P activity. Individual mutations of Arg90, Arg107, Lys123, Arg176, and Lys196 by Ala resulted in reconstituted particles with reduced enzymatic activities (32-48%) as compared with that reconstituted RNase P by wild-type Ph1877p. The results presented here provide an initial step for definite understanding of how archaeal and eukaryotic RNase Ps mediate substrate recognition and process 5'-leader sequence of pre-tRNA.

Amino Acid Sequence↗

PubMed1996

The Drosophila endocycle is controlled by Cyclin E and lacks a checkpoint ensuring S-phase completion.

Early during Drosophila oogenesis the 16 interconnected cells of each germ-line cyst choose between two alternative fates. The single future oocyte enters meiosis, arrests, and becomes transcriptionally quiescent. The remaining 15 cells initiate a series of polyploid cell cycles to prepare for their role as nurse cells. Like many other polyploid and polytene cells, during nurse cell growth the major satellite DNAs become highly under-represented by a mechanism that has remained obscure. We implicate the cell-cycle regulator cyclin E in DNA under-representation by identifying a hypomorphic, female sterile cycE mutation, cycE01672, that increases the amount of satellite DNA propagated in nurse cells. In mutant but not wild-type endomitotic nurse cells, "late S" patterns of bromodeoxyuridine incorporation are observed similar to those in mitotic cells. CycE protein still cycles in cycE01672 germ-line cysts but at reduced levels, and it is found throughout a longer fraction of the cell cycle. Our experiments support the view that oscillating levels of CycE control the polyploid S phase. Moreover, they indicate that a checkpoint linking the presence of unreplicated DNA to the CycE oscillator is lacking, leading to incomplete replication of late-replicating sequences such as satellite DNAs. Unexpectedly, two to three of the 16 cells in cycE01672 cysts frequently differentiate as oocytes, implicating cell-cycle programming in oocyte determination.

Animals↗

PubMed2004

Small amplified RNA-SAGE.

Serial analysis of gene expression (SAGE) is a powerful genome-wide analytic tool to determine expression profiles. Since its description in 1995 by Victor Velculescu et al., SAGE has been widely used. Recently, the efficiency of the method has been emphasized as a means to identify novel transcripts or genes that are difficult to identify by conventional methods. SAGE is based on the principle that a 10-base pair (bp) cDNA fragment contains sufficient information to unambiguously identify a transcript, provided it is isolated from a defined position within this transcript. Concatenation of these sequence tags allows serial analysis of transcripts by sequencing multiple tags within a single clone. Extraction of sequence data by computer programs provides a list of sequence tags that reflect both qualitatively and quantitatively the gene expression profile. Several modifications to the initial protocol allowed to start from 1 microg total RNA (or 10(5) cells). In order to reduce the amount of input RNA, protocols including extra polymerase chain reaction (PCR) steps were designed. Linear amplification of the mRNA targets might have advantage over PCR by minimizing biases introduced by the amplification step; therefore we devised a SAGE protocol in which a loop of linear amplification of RNA has been included. Our approach, named "small amplified RNA-SAGE" (SAR-SAGE) included a T7 RNA polymerase promoter within an adapter derived from the standard SAGE linker. This allowed transcription of cDNA segments, extending from the last NlaIII site of transcripts to the polyA tail; these small amplified RNAs then serve as template in a classical (micro)SAGE procedure. As the cDNAs are immobilized on oligo(dT) magnetic beads, several rounds of transcription can be performed in succession with the same cDNA preparation, with the potential to increase further the yield in a linear way. Except for the transcription step itself, the present procedure does not introduce any extra enzymatic reaction in the classical SAGE protocol, it is expected to keep the representation biases associated with amplification as low as possible.

Animals↗

PubMed1996

Chromatin structure of the yeast URA3 gene at high resolution provides insight into structure and positioning of nucleosomes in the chromosomal context.

To characterize nucleosome structure and positioning in the chromosomal context, the chromatin structure of the whole URA3 gene was studied in the genome and in a minichromosome by testing the accessibility of DNA to micrococcal nuclease and DNase I. The cutting patterns and hence the chromatin structures were almost indistinguishable in the genome and in the minichromosomes. The only notable exception was enhanced cutting between nucleosomes U3/U4 and U4/U5 in the minichromosomes. The results demonstrate that there is no severe constraint acting from outside the URA3 gene in chromosomes and minichromosomes. While low-resolution mapping showed six regions with a positioned nucleosome (U1 to U6), each region resolved in a complex pattern consistent with multiple overlapping positions. Some regions (U1, U4, U5 and U6) showed multiple positions with a dominant rotational setting (DNase I pattern), while U2 showed positioning within 10 bp but with no defined rotational setting, demonstrating that nucleosome positions were not in phase and not coordinately regulated. Reduced DNase I cutting from about 50 bp form the 5' end towards 3' end was common to all nucleosome regions. This polarity has been observed on isolated core particles. The results demonstrate that the DNase I pattern observed in vitro indeed reflects a structural property of nucleosomes in the chromosomal context. It is emphasized that despite the local heterogeneity revealed by high-resolution mapping, the low-resolution map is a reasonably accurate representation of the chromatin structure.

Base Sequence↗

PubMed2003

Virtual 3D IVUS vessel model for intravascular brachytherapy planning. I. 3D segmentation, reconstruction, and visualization of coronary artery architecture and orientation.

Intravascular brachytherapy (IVB) can significantly reduce the risk of restenosis after interventional treatment of stenotic arteries, if planned and applied correctly. To facilitate computer-based IVB planning, a three-dimensional vessel model has been derived from information on coronary artery segments acquired by intravascular ultrasound (IVUS) and biplane angiography. Part I describes the approach of model construction and presents possibilities of visualization. The vessel model is represented by a voxel volume. Polygonal information about the vessel wall structure is derived by segmentation from a sequence of IVUS images automatically acquired ECG gated during pull back of the IVUS transducer. To detect horizontal, vertical, and radial contours, modified Canny-Edge and Shen-Castan filters are applied on Cartesian and polar coordinate representations of the IVUS tomograms as edge detectors. The spatial course of the vessel wall layers is traced in reconstructed longitudinal IVUS scans. By resampling the sequence of IVUS frames the voxel volume is obtained. For this purpose the frames are properly located in space and augmented with additional intermediate frames generated by interpolation. Their spatial location and orientation is derived from biplane X-ray angiography which is performed simultaneously. For resampling, two approaches are proposed: insertion of the vertices of the rectangular goal grid into the cells of a deformed hexahedral mesh derived from the IVUS sequence, and insertion of the vertices of the hexahedral mesh into the cells of the rectangular grid. Finally, the vessel model is visualized by methods of combined volume and polygon rendering. The segmentation process is verified as being in good agreement with results obtained by manual contour tracing with a commercial system. Our approach of construction of the vessel model has been implemented into an interactive software system, 3D IVUS-View, serving as the basis of a future system for intracoronary brachytherapy treatment planning being currently under development (Part II).

Algorithms↗

PubMed2006

Diversity of the Ig repertoire is maintained with age in spite of reduced germinal centre cells in human tonsil lymphoid tissue.

Humans and almost all species studied to date exhibit a decreased responsiveness to immunization and increased autoimmunity with age. While this has been observed clinically for decades, only recently has an understanding of the molecular basis for these changes begun to be appreciated. Studies of the B-cell aspects of these changes in ageing mice and the very few reports in ageing humans have not been conclusive. Here we examine the nucleotide sequence of over 1250 VH transcripts from the tonsils of individuals of various ages for changes to the VH4 immunoglobulin repertoire. An exhaustive examination of VH, DH and JH gene segment utilization revealed a remarkable similarity of the repertoires. The extent of somatic hypermutation was fully maintained or even increased by some measures into the eighth decade of life. However, we found by middle age that the representation of naïve and germinal centre B-cell subpopulations changed relative to total B lymphocytes in the tonsil. While the percentage of naïve and germinal centre B-cell subpopulations changes during the second half of life, these findings suggest that even with advancing age, humans remain capable of generating an extremely diverse Ig repertoire while maintaining a similar spectrum of Ig rearrangements once the germinal centre reaction begins.

Adult↗

PubMed2002

Natural coordinate representation for the protein backbone structure.

A new model for describing the geometry of the C(alpha) backbone atoms in protein molecules is derived. This model uses one continuous variable per amino acid. This is half the number of degrees-of-freedom used in traditional backbone models. The new model was tested on 721 PDB structures and its average accuracy was determined to be 1.14 A cRMSD. This model can be used as a description of local structure that provides higher resolution than the traditional secondary structure categories. Also, because this structure description is one-dimensional, it can be used to align structures with the same efficiency and convergence properties available in the popular sequence alignment tools. Furthermore, the 1:1 correspondence with the amino acid sequence has implications for combined sequence/structure alignment. Conventional secondary structure prediction was used to further reduce the number of degrees-of-freedom in 16 test proteins. In those cases, the average cRMSD degraded from 0.96 to 2.33 A while the number of degrees-of-freedom improved (reduced) by more than 30%.

Amino Acids↗

PubMed2026

Long-read Sequences Mapped to a Complete Reference Genome Uncover Uncaptured Structural Variants across the Beta-globin Cluster in Africans with Sickle Cell Disease.

African genomes are marked by extensive complexity in the number and distribution of variants, yet remain under-represented in genetic databases and the human reference genome. This gap in representation limits the broad application of genomic medicine. Sickle cell disease (SCD) - one of the most common monogenic diseases - has its highest prevalence in Africa, and variation in disease severity has consistently been linked to the beta-globin locus, including levels of fetal hemoglobin (HbF). Modulation of HbF is central to current SCD gene therapies; however, the inherent complexity and variation at the locus in African genomes presents a challenge to translating these advances to Africa. Here, we align long-read single molecule sequences (LRS) targeted to the beta-globin region to the hg38 and T2T-CHM13v2 genome references in 40 individuals with SCD, predominantly recruited from three African countries. We demonstrate that the expanded T2T-CHM13v2 reference sequence at this locus reduces Structural Variant (SV) calls by 70% and uncovers uncaptured single nucleotide variants (SNVs). Across the cluster we report 343 SVs and 196 SNVs that have not been previously reported, including in LRS data from the All of Us project. By including African populations from ethnolinguistic groups that have not been previously surveyed we improve variant resolution and bolster evidence for observed variation. Finally, we identify a common ∼4kb insertion locus overlapping the HBB promoter among individuals with high HbF. These results demonstrate the utility of combining a comprehensive reference genome with LRS in African populations to uncover genomic variation at disease-associated loci.

SNV↗

PubMed1998

The distance between the 3'-pyrimidine-rich tract and the AUG codon modulates internal initiation of translation of hepatitis A virus RNA.

Protein synthesis directed by hepatitis A virus (HAV) RNA is mediated by a mechanism involving the recognition of internal sequences. Two in-frame AUG codons initiate the long open reading frame (positions 734-736 and 740-742). The extra-cistronic region extending between the uncapped 5'-end and the ORF contains two pyrimidine-rich tracts (PRTs): one 12 nucleotides in length in the close vicinity of the initiator AUG, and a longer one between bases 94 and 140. In order to study the relative contribution of these elements to the process of internal initiation of translation, cDNA representations of the 5'-terminal extra-cistronic region of HAV RNA were inserted in the intergenic region of the bi-cistronic plasmid pSV-GH/CAT, between the genes encoding the human growth hormone (GH) and the bacterial enzyme chloramphenicol acetyltransferase (CAT), and following transfection of COS-1 cells, the transient expression of both genes was quantified. The importance of the 3'-PRT appeared to be strongly influenced by the length of the 'spacer' sequence extending between this structure and the translation initiation site: placed 45 nucleotides upstream from the initiator codon of a reporter gene, its integrity was stringently required for initiation to occur. Bringing the length of the 'spacer' back to its actual size in HAV RNA (i.e. 11 or 17 nt) reduced considerably the overall rate of internal initiation of translation, and the relative contribution to this process of the 3'-PRT became marginal. Concomitantly, the importance of the functional domains previously identified in the 5'-PRT fluctuated: while integrity of domain 100-106 was always stringently required for initiation to occur, the activity of domain 113-118 paralleled that of the 3'-PRT, and the opposite applied to domain 121-126, whose contribution became relevant only after switching off the 3'-PRT. Systematic mutations introduced in the 'spacer' sequences suggest that the length of this region may be responsible for the down regulation of translation of HAV RNA and, possibly, for its lengthy replication cycle.

Base Sequence↗

PubMed2007

Comparison of CE-SSCP and DGGE for monitoring a complex microbial community remediating mine drainage.

Capillary electrophoresis single-strand conformation polymorphism (CE-SSCP) is a promising high-throughput tool for profiling complex bioremediation communities, but has not been well characterized with respect to other methods such as denaturing gradient gel electrophoresis (DGGE). The purpose of this study was to compare CE-SSCP with DGGE with respect to: 1) overall representation of the community in terms of the dominant species identified and corresponding Shannon diversity indices; 2) reproducibility and resolution; and 3) artifacts, using a complex sulfate-reducing community remediating mine drainage as a model system. Some of the dominant microorganisms were detected by both methods, but there were also differences in the reported community compositions, and more phylogenetic groups were detected by CE-SSCP. CE-SSCP Shannon diversity indices were slightly higher than those determined from DGGE data, and differed in terms of the time point at which the community was reported to have the highest diversity. Both methods had high reproducibility, but CE-SSCP resolution was higher in terms of the total number of peaks resolved, reduced co-migration of distinct DNA sequences, and length and legibility of the DNA sequencing data of clones used to identify peaks. Ten double bands in the same lane representing the same species were found by DGGE, whereas only one such artifact was observed by CE-SSCP. Finally, less overall sample preparation and analysis time was required for CE-SSCP than for DGGE. The results suggest that CE-SSCP offers several advantages over DGGE, especially for high-throughput monitoring.

Bacteria↗

PubMedDate not supplied

Stylized and abstract painterly rendering system using a multiscale segmented sphere hierarchy.

This paper presents a novel system framework for interactive, three-dimensional, stylized, abstract painterly rendering. In this framework, the input models are first represented using 3D point sets and then this point-based representation is used to build a multiresolution bounding sphere hierarchy. From the leaf to root nodes, spheres of various sizes are rendered into multiple-size strokes on the canvas. The proposed sphere hierarchy is developed using multiscale region segmentation. This segmentation task assembles spheres with similar attribute regularities into a meaningful region hierarchy. These attributes include colors, positions, and curvatures. This hierarchy is very useful in the following respects: 1) it ensures the screen-space stroke density, 2) controls different input model abstractions, 3) maintains region structures such as the edges/boundaries at different scales, and 4) renders models interactively. By choosing suitable abstractions, brush stroke, and lighting parameters, we can interactively generate various painterly styles. We also propose a novel scheme that reduces the popping effect in animation sequences. Many different stylized images can be generated using the proposed framework.

Algorithms↗