Engineering A Fluorescent Protein Color Switch Using Entropy-driven Beta Strand Exchange

Protein conformational switches are widely used in biosensing. They are typically composed of an input domain (which binds a target ligand) fused to an output domain (which generates an optical readout). A central challenge in designing such switches is to develop mechanisms for coupling the input and output signals via conformational change. Here, we create a biosensor in which binding-induced folding of the input domain drives a conformational shift in the output domain that results in a 6-fold green-to-yellow ratiometric fluorescence change in vitro, and a 35-fold intensiometric fluorescence increase in cultured cells. The input domain consists of circularly permuted FK506 binding protein (cpFKBP) that folds upon binding its target ligand (FK506 or rapamycin). cpFKBP folding induces the output domain, an engineered GFP variant, to replace one of its β-strands (containing T203 and specifying green fluorescence) with a duplicate β-strand (containing Y203 and specifying yellow fluorescence) in an intramolecular exchange reaction. This mechanism employs the loop-closure entropy principle, embodied by folding of the partially disordered cpFKBP domain, to couple ligand binding to the GFP color shift. This proof-of-concept design has the advantages of full genetic encodability, ratiometric or intensiometric response, and potential for modularity. The latter attribute is enabled by circular permutation of the input domain.

PATAN-domain response regulators interact with the Type IV pilus motor to control phototactic orientation in the cyanobacterium Synechocystis sp. PCC 6803

Many prokaryotes show complex behaviors that require the intricate spatial and temporal organization of cellular protein machineries, leading to asymmetrical protein distribution and cell polarity. One such behavior is cyanobacterial phototaxis which relies on the dynamic localization of the Type IV pilus motor proteins in response to light. In the cyanobacterium Synechocystis, various signaling systems encompassing chemotaxis-related CheY- and PatA-like response regulators are critical players in switching between positive and negative phototaxis depending on the light intensity and wavelength. In this study, we show that PatA-type regulators evolved from chemosensory systems. Using fluorescence microscopy and yeast-two-hybrid analysis, we demonstrate that they localize to the inner membrane, where they interact with the N-terminal cytoplasmic domain of PilC and the pilus assembly ATPase PilB1. By separately expressing the subdomains of the response regulator PixE, we confirm that only the N-terminal PATAN domain interacts with PilB1, localizes to the membrane, and is sufficient to reverse phototactic orientation. These experiments established that the PATAN domain is the principal output domain of PatA-type regulators which we presume to modulate pilus extension by binding to the pilus motor components.

Enhancing the Visualization of Laue Diffraction for Analyzing Strength Model Parameters

X-ray diffraction is important for analyzing crystals and their structures. Since the simulated diffraction patterns are costly, surrogate models are developed to enable fast time-to-solution. However, surrogate models produce slightly different output from the ground truth (simulation). Understanding and exploring these differences easily is an important topic for materials scientists. Visual comparison of these differences is difficult because diffraction spots are often very sparse and occupy few pixels in the images. In this work, we propose to use Voronoi-based tessellations to enhance visualizations of diffraction patterns. We propose to use this method for exploration of individual images as well as for visualizing the differences between the emulated and simulated outputs. We use Cinema-based viewers for exploration of the analyzed output. Domain expert feedback is provided to validate the utility of the proposed visualization and exploration system.

Occurrence of Cyclic di-GMP-Modulating Output Domains in Cyanobacteria: an Illuminating Perspective

ABSTRACTMicroorganisms use a variety of metabolites to respond to external stimuli, including second messengers that amplify primary signals and elicit biochemical changes in a cell. Levels of the second messenger cyclic dimeric GMP (c-di-GMP) are regulated by a variety of environmental stimuli and play a critical role in regulating cellular processes such as biofilm formation and cellular motility. Cyclic di-GMP signaling systems have been largely characterized in pathogenic bacteria; however, proteins that can impact the synthesis or degradation of c-di-GMP are prominent in cyanobacterial species and yet remain largely underexplored. In cyanobacteria, many putative c-di-GMP synthesis or degradation domains are found in genes that also harbor light-responsive signal input domains, suggesting that light is an important signal for altering c-di-GMP homeostasis. Indeed, c-di-GMP-associated domains are often the second most common output domain in photoreceptors—outnumbered only by a histidine kinase output domain. Cyanobacteria differ from other bacteria regarding the number and types of photoreceptor domains associated with c-di-GMP domains. Due to the widespread distribution of c-di-GMP domains in cyanobacteria, we investigated the evolutionary origin of a subset of genes. Phylogenetic analyses showed that c-di-GMP signaling systems were present early in cyanobacteria and c-di-GMP genes were both vertically and horizontally inherited during their evolution. Finally, we compared intracellular levels of c-di-GMP in two cyanobacterial species under different light qualities, confirming that light is an important factor for regulating this second messengerin vivo.IMPORTANCEThis study shows that many proteins containing cyclic dimeric GMP (c-di-GMP)-regulatory domains in cyanobacteria are associated with photoreceptor domains. Although the functional roles of c-di-GMP domain-containing proteins in cyanobacteria are only beginning to emerge, the abundance of these multidomain proteins in cyanobacteria that occupy diverse habitats ranging from freshwater to marine to soil environments suggests an important role for the regulation of c-di-GMP in these organisms. Indeed, we showed that light distinctly regulates c-di-GMP levels inFremyella diplosiphonand Synechocystis sp. strain PCC6803. Our findings are consistent with the occurrence of c-di-GMP domains based on evolutionary origin and as an adaptation to specific habitat characteristics. Phylogenetic analyses of these domains clearly separate two distinctive clades, one composed of domains belonging predominantly to cyanobacteria and the other belonging to a mix of cyanobacteria and other bacteria. We further demonstrate that in cyanobacteria the acquisition of c-di-GMP signaling domains occurred both vertically and horizontally.

Ontology-Based Interpretation and Validation of Mined Knowledge

The use of automated systems to collect, process and analyse vast amounts of data is now integral to the operations of many corporations and government agencies, in particular it has gained recognition as a strategic tool in the war on crime. Data mining, the technology behind such analysis, has its origins in quantitative sciences. Yet, analysts face important issues of a cognitive nature both in terms of the input for the data mining effort, and in terms of the analysis of the output. Domain knowledge and bias information influence which patterns in the data are deemed as useful and, ultimately, valid. This chapter addresses the role of cognition and context in the interpretation and validation of mined knowledge. We propose the use of ontology charts and norm specifications to map how varying levels of access to information and exposure to specific social norms lead to divergent views of mined knowledge.