Spatial Registration of Data on in situ Gene Expression

For registering data on the in situexpression of segmentation genes, a method of image registration was developed basing on the spline approximation. The reference points for the registration were the coordinates of extrema in one-dimensional patterns of gene expression. This registration method is characterized by a very high accuracy. A method of creating a generalized pattern of gene expression in single cells is proposed. Such patterns were constructed for nine segmentation genes belonging to the gap and pair-rule classes of genes.     

Registration of the expression patterns of Drosophila segmentation genes by two independent methods

MOTIVATION: To construct an integrated map of Drosophila segmentation gene expression from partial data taken from individual embryos. RESULTS: Spline and wavelet based registration techniques were developed to register Drosophila segmentation gene expression data. As ground control points for registration we used the locations of extrema on gene expression patterns, represented in 1D. The registration method was characterized by unprecedented high accuracy. A method for constructing the integrated pattern of gene expression at cellular resolution was designed. These patterns were constructed for 9 segmentation genes belonging to gap and pair-rule classes.     

GCPReg package for registration of the segmentation gene expression data in Drosophila

In modern functional genomics registration techniques are used to construct reference gene expression patterns and create a spatiotemporal atlas of the expression of all the genes in a network. In this paper we present a software package called GCPReg, which can be used to register the expression patterns of segmentation genes in the early Drosophila embryo. The key task which this package performs is the extraction of spatially localized characteristic features of expression patterns. To facilitate this task, we have developed an easy-to-use interactive graphical interface. We describe GCPReg usage and demonstrate how this package can be applied to register gene expression patterns in wild-type and mutants. GCPReg has been designed to operate on a UNIX platform and is freely available via the Internet at http://urchin.spbcas.ru/downloads/GCPReg/GCPReg.htm.     

Pipeline for acquisition of quantitative data on segmentation gene expression from confocal images

We describe a data pipeline developed to extract the quantitative data on segmentation gene expression from confocal images of gene expression patterns in Drosophila. The pipeline consists of five steps: image segmentation, background removal, temporal characterization of an embryo, data registration and data averaging. This pipeline was successfully applied to obtain quantitative gene expression data at cellular resolution in space and at the 6.5-minute resolution in time, as well as to construct a spatiotemporal atlas of segmentation gene expression. Each data pipeline step can be easily adapted to process a wide range of images of gene expression patterns.     

Pipeline for acquisition of quantitative data on segmentation gene expression from confocal images

We describe a data pipeline developed to extract the quantitative data on segmentation gene expression from confocal images of gene expression patterns in Drosophila. The pipeline consists of 5 steps: image segmentation, background removal, temporal characterization of an embryo, data registration and data averaging. This pipeline was successfully applied to obtain quantitative gene expression data at cellular resolution in space and at the 6.5 minute resolution in time, as well as to construct a spatiotemporal atlas of segmentation gene expression. Each data pipeline step can be easily adapted to process a wide range of images of gene expression patterns.     

Methods for acquisition of quantitative from confocal images of gene expression in situ

In this review we summarize original methods for the extraction quantitative information from the confocal images of gene expression patterns. These methods include image segmentation, extraction of quantitative numerical data on gene expression, removal of background signal and spatial registration. Finally it is possible to construct a spatiotemporal atlas of gene expression form individual images obtained at each developmental stage. Initially all methods were developed to extract quantitative numerical information form confocal images of segmentation gene expression in Drosophila melanogaster. Application of these methods to Drosophila images makes it possible to reveal new mechanisms of formation of segmentation gene expression domains, as well as to construct the quantitative atlas of segmentation gene expression. Most image processing procedures can be easily adapted to process a wide range of biological images.     

Methods for acquisition of quantitative data from confocal images of gene expression in situ

In this review, we summarize original methods for the extraction of quantitative information from confocal images of gene-expression patterns. These methods include image segmentation, the extraction of quantitative numerical data on gene expression, and the removal of background signal and spatial registration. Finally, it is possible to construct a spatiotemporal atlas of gene expression from individual images recorded at each developmental stage. Initially all methods were developed to extract quantitative numerical information from confocal images of segmentation gene expression in Drosophila melanogaster. The application of these methods to Drosophila images makes it possible to reveal new mechanisms in the formation of segmentation gene expression domains, as well as to construct a quantitative atlas of segmentation gene expression. Most image processing procedures can be easily adapted to process a wide range of biological images.     

A database for management of gene expression data in situ

MOTIVATION: To create a spatiotemporal atlas of Drosophila segmentation gene expression at cellular resolution. RESULTS: The expression of segmentation genes plays a crucial role in the establishment of the Drosophila body plan. Using the IBM DB2 Relational Database Management System we have designed and implemented the FlyEx database. FlyEx contains 2832 images of 14 segmentation gene expression patterns obtained from 954 embryos and 2,073,662 quantitative data records. The averaged data is available for most of segmentation genes at eight time points. FlyEx supports operations on images of gene expression patterns. The database can be used to examine the quality of data, analyze the dynamics of formation of segmentation gene expression domains, as well as estimate the variability of gene expression patterns. We also provide the capability to download data of interest. AVAILABILITY: http://urchin.spbcas.ru/flyex, http://flyex.ams.sunysb.edu/flyex     

The zygotic control of Drosophila pair-rule gene expression. I. A search for new pair-rule regulatory loci

The examination of pair-rule gene expression in wild-type and segmentation mutant embryos has identified many, but not necessarily all, of the elements of the regulatory system that establish their periodic patterns. Here we have conducted a new type of search for previously unknown regulators of these genes by examining pair-rule gene expression in blastoderm embryos lacking parts of or entire chromosomes. This method has the advantage of direct inspection of abnormal pair-rule gene patterns without relying upon mutagenesis or interpretation of larval phenotypes for the identification of segmentation genes. From these experiments we conclude that: (i) most zygotically required regulators of the fushi tarazu (ftz), even-skipped (eve) and hairy (h) pair-rule genes have been identified, except for one or more loci we have uncovered on chromosome arm 2L; (ii) the repression of the ftz and eve genes in the anterior third of the embryo is under maternal, not zygotic control; and (iii) there are no general zygotically required activators of pair-rule gene expression. The results suggest that the molecular basis of pair-rule gene regulation can be pursued with greater confidence now that most key trans-acting factors are already in hand.     

Expression of Pax group III genes suggests a single-segmental periodicity for opisthosomal segment patterning in the spider Cupiennius salei

Pair-rule patterning forms a key step for segmentation in insects. The expression patterns of pair-rule gene orthologs in representatives of other arthropod groups imply that these genes were segmentation genes in the last common ancestor of the various arthropod groups, but almost nothing is known about the underlying mechanism in noninsect arthropods. Here, we cloned and analyzed members of the Pax group III genes from the spider Cupiennius salei. Pax group III genes comprise genes like the Drosophila genes paired, gooseberry, and gooseberry-neuro, as well as the vertebrate Pax 3 and Pax 7 genes. We recovered three Pax group III genes from the spider C. salei, Cs-pairberry-1, Cs-pairberry-2, and Cs-pairberry-3, and show that the combined expression of the three spider genes mimics the patterns in insects, suggesting an ancestral role for Pax group III genes in segmentation, neurogenesis, and appendage formation in arthropods. One of the genes, pairberry-3, is expressed in a segmental periodicity before overt morphological segmentation is visible, suggesting a single segmental periodicity for opisthosomal segment pattering in the spider. Comparisons among arthropods suggest that the underlying mechanisms for pair-rule gene orthologs are more diverged than the ones for the segment-polarity genes. We argue that there may be a correlation between the lower variation in patterns of segment-polarity genes and the phylotypic stage. The segment-polarity genes are required to define the segment borders of the embryo at the germ-band stage, the arthropod phylotypic stage. Pair-rule gene orthologs act more upstream and may display more variation in their action.     

Maternal-effect genes that alter the fate map of the Drosophila blastoderm embryo

The pattern of segmentation in the Drosophila embryo is controlled by at least 25 zygotically active genes and at least 20 maternally active genes. We have examined the pattern of expression of the protein product of the zygotically active segmentation gene fushi tarazu (ftz) at the cellular blastoderm stage in progeny of mutant females homozygous for each of six maternal-effect segmentation genes to observe the early effects of the maternal-effect genes on zygotic gene expression. The genes included exuperantia (a member of the anterior class of maternal-effect segmentation genes); staufen and vasa (members of the posterior class); and torso, trunk, and fs(1)N (members of the terminal class). Mutations in the genes caused a disruption of the normal pattern of ftz stripes in regions of the embryo where gene activity is known to be required. The ftz stripes provide a marker for segmental determination at the cellular blastoderm stage, making it possible to correlate aberrant patterns of ftz protein with defects in cuticle morphology at the end of embryogenesis. ftz protein expression in progeny of females mutant for combinations of the above genes was also examined. The changes in the ftz pattern in progeny of females doubly mutant for genes of the anterior and terminal classes or of the posterior and terminal classes can largely be understood as the result of the additive effects of the single mutations. In contrast, clearly nonadditive effects on the ftz pattern were seen when a mutation in a gene of the anterior class (exuperantia) was combined with mutations in posterior class genes.     

Different combinations of gap repressors for common stripes in Anopheles and Drosophila embryos

Drosophila segmentation is governed by a well-defined gene regulation network. The evolution of this network was investigated by examining the expression profiles of a complete set of segmentation genes in the early embryos of the mosquito, Anopheles gambiae. There are numerous differences in the expression profiles as compared with Drosophila. The germline determinant Oskar is expressed in both the anterior and posterior poles of Anopheles embryos but is strictly localized within the posterior plasm of Drosophila. The gap genes hunchback and giant display inverted patterns of expression in posterior regions of Anopheles embryos, while tailless exhibits an expanded pattern as compared with Drosophila. These observations suggest that the segmentation network has undergone considerable evolutionary change in the dipterans and that similar patterns of pair-rule gene expression can be obtained with different combinations of gap repressors. We discuss the evolution of separate stripe enhancers in the eve loci of different dipterans.     

Temporal classification of Drosophila segmentation gene expression patterns by the multi-valued neural recognition method

In order to reconstruct the establishment of the body pattern over time in Drosophila embryos, we have developed automated methods for detecting the age of an embryo on the basis of knowledge about its gene expression patterns. In this paper we perform temporal classification of confocal images of expression patterns of genes controlling segmentation by means of a neural network based on multi-valued neurons (MVN). MVN are artificial neural processing elements with complex-valued weights and high functionality, which proved to be efficient for solving the image recognition problems. The results obtained by this method confirm its efficiency for image recognition and indicate that the method can detect characteristic features of expression patterns which mark their development over time.     

Gap genes define the limits of antennapedia and bithorax gene expression during early development in Drosophila.

The maintenance of selective patterns of homeotic gene expression within the Drosophila CNS involves cross-regulatory interactions among the genes of the antennapedia and bithorax complexes (ANT-C and BX-C). Such a mechanism does not appear to be responsible for the establishment of these selective expression patterns during early development. Here we show that mutations in several of the gap genes strongly alter the early patterns of Antp and Abd-B expression. The altered patterns that are observed do not always correlate with simple expectations based on cuticular pattern defects observed in advanced-stage mutants. It appears that the initial patterns of Antp and Abd-B expression involve their differential regulation by a common set of gap genes. We propose that the gap genes are largely responsible for integrating the processes of segmentation and homeosis.     

Expression patterns of the rogue Hox genes Hox3/zen and fushi tarazu in the apterygote insect Thermobia domestica

Many embryonic patterning genes are remarkably conserved between vertebrates and invertebrates, and the Hox genes are paradigmatic examples of this conservation. Yet even Hox genes can change dramatically in evolution. Two genes in particular--Hox3 and fushi tarazu--lost their ancestral roles as homeotic genes and play very different developmental roles in the fruit fly Drosophila melanogaster. The Drosophila Hox3 homologs zerknullt and bicoid act in extraembryonic tissues and in establishment of the anteroposterior axis, respectively, whereas fushi tarazu acts in segmentation and neurogenesis. It would be valuable to know what mechanisms allowed Hox3 and ftz to abandon their ancestral roles as homeotic genes and take on new roles. To explore the evolutionary transition of these genes, we analyzed their expression in a primitive insect, the firebrat Thermobia domestica. The expression patterns seem to represent a stage of evolution intermediate between the ancestral state seen in basal arthropods and the derived expression patterns in Drosophila. These expression data help us to narrow the period in which the gene transitions took place. Hox3 appears to have evolved directly into zen within the insects, whereas ftz seems to have adopted the expression patterns of a segmentation and neurogenesis gene earlier in the mandibulate arthropods.     

Leech segmentation: A molecular perspective

A variety of leech homeobox genes have been identified by homology with genes that are known to bring about the regionalization and segmentation of the anteroposterior body axis in other organisms. Embryonic expression patterns suggest a number of interphyletic similarities in the way that these genes are utilized. However, several interesting differences have also been observed. In particular, transplantation experiments in the leech embryo have shown that axially aligned patterns of homeobox gene expression are not specified by a global pattern of positional cues. Rather, the leech independently establishes anteroposterior patterns of gene expression in each of five discrete stem cell lineages, and these patterns are brought into their final alignment through a process of morphogenetic assembly.     

The initiation of pair-rule stripes in the Drosophila blastoderm.

The interactions between the products of gap genes and pair-rule promoters results in the single most dramatic increase in the spatial complexity of gene expression during the segmentation process. We attempt to relate recent findings on the regulation of striped patterns of gene expression in the early Drosophila embryo to general strategies of gene expression and development employed by higher organisms.     

Evolution of the pair rule gene network: Insights from a centipede

Comparative studies have examined the expression and function of homologues of the Drosophila melanogaster pair rule and segment polarity genes in a range of arthropods. The segment polarity gene homologues have a conserved role in the specification of the parasegment boundary, but the degree of conservation of the upstream patterning genes has proved more variable. Using genomic resources we identify a complete set of pair rule gene homologues from the centipede Strigamia maritima, and document a detailed time series of expression during trunk segmentation. We find supportive evidence for a conserved hierarchical organisation of the pair rule genes, with a division into early- and late-activated genes which parallels the functional division into primary and secondary pair rule genes described in insects. We confirm that the relative expression of sloppy-paired and paired with respect to wingless and engrailed at the parasegment boundary is conserved between myriapods and insects; suggesting that functional interactions between these genes might be an ancient feature of arthropod segment patterning. However, we find that the relative expression of a number of the primary pair rule genes is divergent between myriapods and insects. This corroborates suggestions that the evolution of upper tiers in the segmentation gene network is more flexible. Finally, we find that the expression of the Strigamia pair rule genes in periodic patterns is restricted to the ectoderm. This suggests that any direct role of these genes in segmentation is restricted to this germ layer, and that mesoderm segmentation is either dependent on the ectoderm, or occurs through an independent mechanism.