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scBSP: a fast and accurate tool for identifying spatially variable features from high-resolution spatial omics data.

MOTIVATION: Emerging spatial omics technologies empower comprehensive exploration of biological systems from multi-omics perspectives in their native tissue location in 2D and 3D space. However, the limited sequencing depth, increasing spatial resolution, and growing spatial spots in spatial omics technologies present significant computational challenges in identifying biologically meaningful molecules with variable spatial distributions across various omics modalities. RESULTS: We introduce scBSP, an open-source, versatile, and user-friendly package for identifying spatially variable features in large-scale spatial omics data. scBSP demonstrates significantly enhanced computational efficiency, processing high-resolution spatial omics data within seconds, and exhibits robust cross-platform performance by consistently identifying spatially variable features with high reproducibility across various sequencing platforms. AVAILABILITY AND IMPLEMENTATION: scBSP is available for download from R CRAN at https://cran.r-project.org/web/packages/scBSP/index.html and PyPI at https://pypi.org/project/scbsp/.

Software

Automatic detection of spatial and dynamic heterogeneity of repolarization.

Heterogeneity of ventricular repolarization is associated with the development of life-threatening ventricular arrhythmias. Temporal heterogeneity of repolarization may be manifest in an individual beat (spatial heterogeneity) or in a sequence of beats (dynamic heterogeneity). Spatial inhomogeneity of repolarization throughout the myocardium may be expressed electrocardiographically as dispersion of repolarization durations computed in simultaneously recorded leads. The beat-to-beat changes in the repolarization pattern (duration and/or amplitude) may account for a dynamic (time-dependent) dimension of heterogeneity, occasionally seen as T-wave alternans. A visual detection of heterogeneous repolarization is a time-consuming, observer-dependent, and frequently inaccurate process. Therefore, we developed computer algorithms designed to detect automatically (1) dispersion of repolarization and (2) nonvisible T-wave alternans from digitally recorded (1,000 Hz) X, Y, and Z electrocardiogram leads. This automatic approach was subsequently tested in 10 patients with idiopathic long QT syndrome and in 10 age-matched normal subjects. Long QT syndrome patients presented with significantly higher indices of heterogeneity in comparison with the control subjects; the dispersion of repolarization was 44 +/- 11 and 13 +/- 6 ms, respectively (P < .01), and T-wave alternans index was 0.40 +/- 0.37 and 0.03 +/- 0.06, respectively (P < .01). Simultaneous evaluation of spatial (dispersion of repolarization) and dynamic (T-wave alternans) aspects of repolarization provides new insight into heterogeneity of electrical recovery after myocardial depolarization. The automatic detection of repolarization dispersion and T-wave alternans in digital electrocardiogram recordings provides a practical method to evaluate heterogeneity of repolarization and may be useful for stratifying patients at risk of ventricular arrhythmias.

Arrhythmias, Cardiac

Development of auditory neuronal responses in avian embryos.

Neurons in the cochlear nuclei of duck embryos become responsive to tonal stimuli in an orderly spatial and temporal sequence. Cells responding to lower frequencies are recorded before those responding to higher frequencies. Auditory neurons are spatially arranged according to their characteristic frequencies, indicating a point-by-point projection of the basilar membrane. Areas of the nuclei where the apical segment of the basilar membrane projects become responsive to sound before regions representing more basal segments. These progressive changes with age are accompanied by a gradual rise both in neuronal sensitivity and in frequency range of maximum sensitivity. The development of auditory neural responses is timed to prepare the embryo for the onset of prenatal mother-young communication.

Action Potentials

Sequences required for transcriptional initiation of the Saccharomyces cerevisiae CYC7 genes.

A series of BAL 31 deletions were constructed in the upstream region of the Saccharomyces cerevisiae CYC7 gene to determine sequences required for transcriptional initiation. These deletions identified the TATA box as an alternating A-T sequence at -160 and the initiation sequences as well as the spatial relationship between them. The TATA box was necessary for wild-type levels of expression of the CYC7 gene. Decreasing the distance between the TATA sequence and the initiation site did not alter gene expression, but the site of transcription was shifted 3'-ward. In most cases, transcription initiated at a number of sites, the 5'-most of which was the first suitable site greater than 45 base pairs 3' of the TATA sequence, suggesting a spatial relationship between these sequences. Consensus sequences previously proposed for initiation sites were evaluated with respect to the start sites identified in this study as well as the start sites of other yeast genes.

Base Sequence

Hydrogen ultrathin phase-encoded spectroscopy (HUPSPEC).

This paper describes a new clinical spectroscopy pulse program, hydrogen ultrathin phase-encoded spectroscopy. This sequence combines high spatial resolution with magnitude hydrogen spectroscopy. A linear volume is spatially frequency encoded with a conventional readout gradient and phase encoded spectrally by incrementing the timing of acquisition. The pulse sequence is implemented on a whole-body MRI scanner and supports several standard scanner options, including autoprescanning, offset of the center of field of view in the frequency-encoding direction, and oblique imaging. Some preliminary experimental experience is reported, demonstrating the possibility of observing the spectral linewidths of fat and water in marrow, and of observing the spectral linewidths of fat and water in marrow, and of observing multiline spectra. Combination of the technique with water suppression methods in a sequence called WASHUP is also discussed.

Adult

[Digitalized angiography in coronary disease].

In cardiology, digital subtraction angiography after intravenous injection of contrast medium allows only the visualization of relative large structures as the ventricles and the great vessels. Subselective intra-arterial injections are attractive, but do not provide an appreciable reduction of the injected amount of contrast medium. A reduction is possible with selective injections, but good subtraction is only possible for non-moving arteries or for arteries with truly periodic movement (ECG gated subtraction). With the improvement of spatial and temporal resolution, digital angiography (without image subtraction) could replace conventional angiography, provided that the main problem of prohibitive costs associated to the stockage of image sequences with high spatial (1024 x 1024) and temporal (25 images/s) resolution is solved. At the present, however, the cinefilm 35 mm is still unbeaten in density of information, handling and costs. In interventional cardiology, the visualization of small coronary branches and of fine, fast moving guide-wires is improved by the digitalization of the images at the source, pulsed fluoroscopy, progressive scanning of the TV camera with temporary stockage of image sequences and the selective reinforcement of the image contrast in real time. Digital angiography is also more attractive than the cinefilm in view of a better exploitation of the information contained in angiographic sequences by sophisticated, computer assisted methods. For instance, parametric imaging for analysis of the contraction and relaxation of the left ventricle, or for the visualization of the progression of contrast medium to investigate the coronary circulation, condensing in one single image the information looked for, are fields where digital angiography has given new impulses to cardiologic research.

Coronary Angiography

Molecular analysis of cis-regulatory sequences at the alpha-amylase locus in Drosophila melanogaster.

The Amylase locus in Drosophila melanogaster contains duplicate, divergently transcribed structural genes for alpha-amylase, AmyA and AmyB. A sensitive and reliable transient expression assay was developed for testing amylase activities produced by exogenous Amy genes in somatically transformed larvae of an amylase-null strain of flies. Alleles tested, AmyA and AmyB, came from recombinant clone lambda Dm65, which contains genomic DNA from a Canton-S strain. The transient assay was used in a deletion analysis aimed at locating cis-regulatory sequences within the 5' region of AmyB. Results suggest that upstream regulatory sequences for correct spatial expression of AmyA and AmyB in third-instar larvae are located within 446 and 430 bp of their respective starts for transcription. A sequence required for high levels of AmyB expression was located within its 5' upstream region between the base pairs at -332 and -219. AmyA does not appear to have a comparable regulatory element in its 5'-flanking sequence. Barely detectable expression of AmyB was observed when it was flanked by only 92 bp of upstream sequence. A model is proposed for incomplete coordinate control of the duplicate Amy genes.

Amino Acid Sequence

Regulatory elements within the murine leukemia virus enhancer regions mediate glucocorticoid responsiveness.

Enhancer elements within nonleukemogenic (Akv) and T-cell leukemogenic (SL3-3) murine leukemia viruses demonstrate strong cell type preference in transcriptional activity. These transcription elements are additionally regulated by the synthetic glucocorticoid dexamethasone, and this pattern of regulation varies according to cell type. The sequences required for dexamethasone regulation for both Akv and SL3-3 are shown to include a 17-nucleotide consensus sequence previously termed the glucocorticoid response element (GRE). Although the GREs are identical for both viral enhancers, the sequences surrounding these elements differ, as does the spatial arrangement of the GRE sequences with respect to one another. It is proposed that the spatial arrangement of the GREs, as well as their precise sequence context, determines the difference in the response to dexamethasone of the enhancers in different cell types.

Acetyltransferases

A transgene containing lacZ is expressed in primary sensory neurons in zebrafish.

In order to screen for developmentally active chromosomal domains during zebrafish embryogenesis, we generated transgenic fish by microinjecting two different lacZ reporter constructs into fertilized eggs. Transgenic fish were screened among the progeny of injected fish (F0) crossed to non-injected fish. Groups of 15 to 20 progeny of each cross were tested for lacZ expression and/or transmission of injected sequences using PCR and Southern hybridizations. Progeny from 2 of 102 fish injected with supercoiled constructs containing Rous sarcoma virus promoter sequences showed apparently spatially regulated beta-galactosidase (beta-Gal) activity. However, we were not able to detect this reporter construct in DNA from fins of F1 fish. Injections of a linear reporter construct containing mouse heat-shock promoter sequences revealed transmission of injected sequences to F1 progeny in about 6% of cases (8 of 129 fish, tested with PCR). We found one lacZ-expressing line that showed a spatially and temporally restricted expression of lacZ and, therefore, features typical characteristics of "enhancer trap" lines. In this line, lacZ expression starts at 16 hours post-fertilization in trigeminal ganglion cells. At about 24 hours lacZ expression can be detected in trigeminal ganglion neurons and Rohon-Beard neurons, indicating that the development of these two cell types shows common features. The reporter gene has integrated as a single copy. The founder fish was mosaic: 19% of its offspring (3 of 16 tested animals) carried the reporter construct in their fins; about 51% (13 of 27 tested animals) of the progeny of F1 fish were beta-Gal positive indicating full hemizygosity.(ABSTRACT TRUNCATED AT 250 WORDS)

Animals

DNA sequences which influence the selection and efficient utilisation of transcriptional start sites of a eukaryotic gene by RNA polymerase II in vitro and in vivo.

Experiments are described which probe the relationship between three sequence elements which make up the eukaryotic RNA polymerase II promoter. A cloned eukaryotic gene, from which the TATA-box and 400 base pairs of 5'-flanking sequence has been deleted, is still transcriptionally active in vivo (following its transfection into cultured mammalian cells) and in vitro. Deletion has appropriately positioned a cluster of five TATA box-like sequences upstream from multiple potential cap sites. Which cap sites are actually used can be predicted from the DNA sequence of TATA box-like sequences and their spatial relationship with respect to possible transcriptional start sites, although there appears to be some difference in cap site utilisation in vitro and in vivo. Data suggest that deletion has also removed "upstream" sequences which affect promoter function.

Animals

Modification of the cleavage activation of the influenza virus hemagglutinin by site-specific mutagenesis.

Factors determining cleavability of influenza virus hemagglutinin which is activated by ubiquitous cellular endoproteases were analysed by carrying out site-directed mutagenesis on the cloned hemaglutinin genes of strains A/FPV/Rostock/34 (subtype H7) and A/Port Chalmers/1/73 (subtype H3). Substitutions at the cleavage site of the H7 hemagglutinin indicate that the tetrapeptide Arg-X-Lys/Arg-Arg is the minimal consensus sequence recognized by the ubiquitous proteases. The H3 hemagglutinin also became susceptible to these enzymes, when additional arginines were inserted at the cleavage site. Three arginines were sufficient, when the carbohydrate was removed, whereas four additional arginines are needed when this carbohydrate was present, indicating that the accessibility of the cleavage motif is important for the protease. The appropriate localization of the basic cleavage motif within the amino acid sequence and the spatial structure of the hemagglutinin precursor is an additional prerequisite for cleavage.

Amino Acid Sequence

Oxygenation-sensitive contrast in magnetic resonance image of rodent brain at high magnetic fields.

At high magnetic fields (7 and 8.4 T), water proton magnetic resonance images of brains of live mice and rats under pentobarbital anesthetization have been measured by a gradient echo pulse sequence with a spatial resolution of 65 x 65-microns pixel size and 700-microns slice thickness. The contrast in these images depicts anatomical details of the brain by numerous dark lines of various sizes. These lines are absent in the image taken by the usual spin echo sequence. They represent the blood vessels in the image slice and appear when the deoxyhemoglobin content in the red cells increases. This contrast is most pronounced in an anoxy brain but not present in a brain with diamagnetic oxy or carbon monoxide hemoglobin. The local field induced by the magnetic susceptibility change in the blood due to the paramagnetic deoxyhemoglobin causes the intra voxel dephasing of the water signals of the blood and the surrounding tissue. This oxygenation-dependent contrast is appreciable in high field images with high spatial resolution.

Animals

Structure of the segmentation gene paired and the Drosophila PRD gene set as part of a gene network.

The sequence of paired, a pair-rule gene required for segmentation in Drosophila, is presented. A search for genes with domains homologous to the paired gene was initiated and three homologues from a set of 12 were characterized with respect to temporal or spatial expression and sequence homologies. All four are transcribed in early development, one in the oocyte and during cleavage stages in the form of a gradient. In addition to the prd-specific his-pro repeat, some of the 12 genes contain M-repeats and two new types of homeo boxes not detectable by hybridization with the two known classes of homeo boxes. The observed linking of gene sets through combinations of homologies coding for protein domains is consistent with a general network concept of gene action.

Amino Acid Sequence

Molecular evolution and nucleotide sequences of the maize plastid genes for the alpha subunit of CF1 (atpA) and the proteolipid subunit of CF0 (atpH).

The nucleotide sequences of the maize plastid genes for the alpha subunit of CF1 (atpA) and the proteolipid subunit of CF0 (atpH) are presented. The evolution of these genes among higher plants is characterized by a transition mutation bias of about 2:1 and by rates of synonymous and nonsynonymous substitution which are much lower than similar rates for genes from other sources. This is consistent with the notion that the plastid genome is evolving conservatively in primary sequence. Yet, the mode and tempo of sequence evolution of these and other plastid-encoded coupling factor genes are not the same. In particular, higher rates of nonsynonymous substitution in atpE (the gene for the epsilon subunit of CF1) and higher rates of synonymous substitution in atpH in the dicot vs. monocot lineages of higher plants indicate that these sequences are likely subject to different evolutionary constraints in these two lineages. The 5'- and 3'-transcribed flanking regions of atpA and atpH from maize, wheat and tobacco are conserved in size, but contain few putative regulatory elements which are conserved either in their spatial arrangement or sequence complexity. However, these regions likely contain variable numbers of "species-specific" regulatory elements. The present studies thus suggest that the plastid genome is not a passive participant in an evolutionary process governed by a more rapidly changing, readily adaptive, nuclear compartment, but that novel strategies for the coordinate expression of genes in the plastid genome may arise through rapid evolution of the flanking sequences of these genes.

Amino Acid Sequence

A longitudinal single-cell and spatial multiomic atlas of pediatric high-grade glioma.

Pediatric high-grade glioma (pHGG) is an incurable central nervous system malignancy that is a leading cause of pediatric cancer death. While pHGG shares many similarities with adult glioma, it comprises distinct disease entities. In this study, we longitudinally profile a molecularly diverse cohort of 16 pHGG patients through single-nucleus RNA and ATAC sequencing, whole-genome sequencing, and CODEX spatial proteomics to capture the evolution of neoplastic and microenvironmental features during disease progression and treatment. We define a set of core pHGG neoplastic cell states and observe differential tumor-myeloid interactions between malignant cell phenotypes. We find that essential neuromodulators and the interferon response are upregulated post-therapy, implicating them as malignant cell-intrinsic targets. We observe an increase in oligodendrocytes upon progression and that they coordinate spatial motifs with proneural tumor cells. This multiomic atlas of longitudinal pHGG captures features of therapy response and provides a scalable reference for the study of pediatric brain tumors.

Humans

Single-cell and spatial transcriptomic technologies for lung cancer tumor microenvironment analysis.

Lung cancer remains one of the leading causes of cancer-related mortality worldwide; beyond its rising incidence, its marked molecular heterogeneity and complex tumor microenvironment (TME) hinder treatment response and drive resistance, contributing directly to its high mortality rate. Single-cell RNA sequencing (scRNA-seq) and spatial transcriptomics (ST) provide complementary approaches for dissecting these features. scRNA-seq enables high-resolution analysis of cellular diversity and transcriptional states but requires tissue dissociation and therefore loses spatial context. In contrast, ST preserves tissue architecture and provides insights into how gene-expression programs within the TME are organized, although no currently available spatial platform combines whole-transcriptome coverage with true single-cell resolution over large tissue areas. Together, these technologies have enabled detailed mapping of tumor, immune and stromal populations and of their spatial interactions, revealing functionally distinct cellular niches that contribute to immune evasion, metastasis and response to therapy. In this narrative review we organize the primary literature around a single question, how spatially structured cellular ecosystems, rather than individual cell types, determine therapeutic response and resistance in lung cancer - and we explicitly separate observations that are reproducible across independent cohorts and platforms from those that remain confined to single studies. We further summarize the technical, analytical and logistic barriers that currently prevent spatially resolved signatures from entering routine diagnostic pathology. Understanding dysregulated pathways and spatially constrained intercellular communication within the TME helps identify candidate biomarkers and may support the identification of therapeutic approaches directed at tumor-intrinsic programs as well as at microenvironment-driven resistance mechanisms.

Cell-cell communication

Sequence regions of Bacilli metalloproteinases that can affect enzyme thermostability.

By a computer analysis of the five Bacilli metalloprotease sequences it was found that mesophilic Bacillus amyloliquefaciens and B. subtilis proteases had lost two Ca(2+)-binding sites due to the substitutions Asp----Ser 57, Asp----Thr 59, Asp----Pro 200, in comparison with the thermostable B. thermoproteolyticus thermolysin and B. stearothermophilus protease, which conserved three Ca(2+)-binding sites, and B. cereus protease with the intermediate thermostability, which had presumably lost only one site (Ile----Lys 197 substitution). The multiple substitutions within the sequence regions 91-101, 150-154, and 275-280 of the mesophilic enzymes also corresponded with the decrease in the proteinase thermostability value. On the known X-ray structure of thermolysin these sequence regions are spatially drawn together, being located near the central alpha-helix opposite the active site hole and providing the contact of the N- and C-terminal domains. It may be concluded that to increase the thermostability of the mesophilic Bacilli proteinases it is necessary to substitute the sequence regions 91-101, 150-154, 275-280 for the thermolysin ones and restore the Ca(2+)-binding sites of the enzymes.

Amino Acid Sequence

[Application of nuclear magnetic resonance for the determination of the structure of proteins in solution].

Knowledge of three-dimensional structure is a key factor in protein engineering. It is useful, for example, in predicting and understanding the functional consequences of specific substitution of one or more amino acids of the polypeptide chain. It is also necessary for the design of new effectors or analogs of the substrates of enzymes and receptors. X-ray diffraction by crystals of the biomolecule was for a long time the only method of determining three-dimensional structures. In the last 5 years, it has been joined by a new technique, two-dimensional nuclear magnetic resonance (2D NMR), which can resolve the structure of middle-sized proteins (less than 10 kilodaltons). The technique is applied on solutions whose pH, ionic strength, and temperature can be chosen and changed. The two basic measurements, COSY and NOESY, detect respectively the systems of hydrogen nuclei, or protons, coupled through covalent bonds, and those in which the interproton distances are less than 0.5 nm. A systematic strategy leads from resonance assignments of the two-dimensional spectrum to molecular modeling with constraints and finally to the determination of the molecular structure in the solution. Much sophistication is needed even today for the first task, the assignment of the resonances. Each of the COSY and NOESY spectra is a two-dimensional map, where the diagonal line is the one-dimensional spectrum, and the off-diagonal peaks indicate connectives between protons. Peak assignment to a specific type of amino acid is based on the pattern of scalar couplings observed in the COSY spectrum. Next, the amino acids are positioned in the primary sequence, using the spatial proximities of polypeptide chain protons, as observed in the NOESY spectrum. The principal secondary structures (alpha helix, beta sheets, etc.) are then identified by their specific connectivities. The tertiary structure is detected by NOESY connectivities between protons of different amino acids which are far apart in the primary sequence. The distance constraints from the NOESY connectivities also provide the starting point for modeling the tertiary structure. This is then refined using distance geometry and molecular dynamics algorithms. The resolution of the structures obtained with the help of recent algorithmic developments may be comparable to that provided by X-ray diffraction. The COSY measurement can be completed or substituted by other measurements, useful albeit more complex. For example, the HOHAHA experiment, currently in wide use, gives the correlations through multiple covalent bonds. Multiquanta experiments, which select systems of a given number of coupled spins, provide spectral simplification.(ABSTRACT TRUNCATED AT 400 WORDS)

Amino Acids