Biology subjects

Marciano, S.

Publications and source records attributed to Marciano, S..

4 recordsLinked to original sources

bioRxiv2021

Combining CRISPR/Cas9 and brain imaging: from genes to proteins to networks

Receptors, transporters and ion channels are important targets for therapy development in neurological diseases including Alzheime[r]s disease, Parkinso[n]s disease, epilepsy, schizophrenia and major depression. Several receptors and ion channels identified by next generation sequencing may be involved in disease initiation and progression but their mechanistic role in pathogenesis is often poorly understood. Gene editing and in vivo imaging approaches will help to identify the molecular and functional role of these targets and the consequence of their regional dysfunction on whole brain level. Here, we combine CRISPR/Cas9 gene-editing with in vivo positron emission tomography (PET) and functional magnetic resonance imaging (fMRI) to investigate the direct link between genes, molecules, and the brain connectome. The extensive knowledge of the Slc18a2 gene encoding the vesicular monoamine transporter (VMAT2), involved in the storage and release of dopamine, makes it an excellent target for studying the gene networks relationships while structurally preserving neuronal integrity and function. We edited the Slc18a2 in the substantia nigra pars compacta of adult rats and used in vivo molecular imaging besides behavioral, histological, and biochemical assessments to characterize the CRISPR/Cas9-mediated VMAT2 knockdown. Simultaneous PET/fMRI was performed to investigate molecular and functional brain alterations. We found that stage-specific adaptations of brain functional connectivity follow the selective impairment of presynaptic dopamine storage and release. Our study reveals that recruiting different brain networks is an early response to the dopaminergic dysfunction preceding neuronal cell loss. Our combinatorial approach is a novel tool to investigate the impact of specific genes on brain molecular and functional dynamics which will help to develop tailored therapies for normalizing brain function. The method can easily be transferred to higher-order species allowing for a direct comparison of the molecular imaging findings.

neuroscience↗

bioRxiv2021

SARS-CoV-2 RBD in vitro evolution follows contagious mutation spread, yet generates an able infection inhibitor

SARS-CoV-2 is continually evolving, with more contagious mutations spreading rapidly. Using in vitro evolution to affinity maturate the receptor-binding domain (RBD) of the spike protein towards ACE2 resulted in the more contagious mutations, S477N, E484K, and N501Y, to be among the first selected, explaining the convergent evolution of the "European" (20E-EU1), "British" (501.V1),"South African" (501.V2), and Brazilian" variants (501.V3). Plotting the binding affinity to ACE2 of all RBD mutations against their incidence in the population shows a strong correlation between the two. Further in vitro evolution enhancing binding by 600-fold provides guidelines towards potentially new evolving mutations with even higher infectivity. For example, Q498R epistatic to N501Y. Nevertheless, the high-affinity RBD is also an efficient drug, inhibiting SARS-CoV-2 infection. The 2.9[A] Cryo-EM structure of the high-affinity complex, including all rapidly spreading mutations, provides a structural basis for future drug and vaccine development and for in silico evaluation of known antibodies.

biochemistry↗

bioRxiv2020

An enhanced yeast display platform demonstrates the binding plasticity under various selection pressures

Yeast surface display is popular in vitro evolution method. Here, we enhanced the method by multiple rounds of DNA and protein engineering, resulting in increased protein stabilities, surface expression, and enhanced fluorescence. The pCTcon2 yeast display vector was rebuild, introducing surface exposure tailored reporters - eUnaG2 and DnbALFA, creating a new platform of C and N terminal fusion vectors. In addition to gains in simplicity, speed, and cost, new applications were included to monitor protein surface exposure and protein retention in the secretion pathway. The enhanced methodologies were applied to investigate de-novo evolution of protein-protein interaction sites. Selecting binding from a mix of 6 protein-libraries towards two targets using high stringency selection led to the isolations of single high-affinity binders to each of the targets, without the need for high complexity libraries. Conversely, low-stringency selection resulted in the creation of many solutions for weak binding, demonstrating the plasticity of weak de-novo interactions.

biochemistry↗

bioRxiv2020

Line-FRAP, a versatile method based on fluorescence recovery after photobleaching to measure diffusion rates in vitro and in vivo

A cell is a densely packed conglomerate of macromolecules, where diffusion is essential for their function. The crowded conditions may affect diffusion both through hard (occluded space) and soft (weak, non-specific) interactions. Multiple-methods have been developed to measure diffusion rates at physiological protein concentrations within cells, however, each of them has its limitations. Here, we introduce Line-FRAP, a method based on measuring recovery of photobleaching under a confocal microscope that allows diffusion rate measurements for fast diffusing molecules to be measured in versatile environments using standard equipment. Implementation of Line mode to the classical FRAP technique greatly improves the time resolution in data acquisition, from 20-50 Hz in the classical mode to 800 Hz in the line mode. We also introduce an updated method for data analysis to obtain diffusion coefficients in various environments, with the number of pixels bleached at the first frame after bleaching being a critical parameter. We evaluated the method using different proteins either chemically labelled or by fusion to YFP. The calculated diffusion rates were comparable to literature data as measured in vitro, in HeLa cells and in E.coli. Diffusion coefficients in HeLa was ~2.5-fold slower and in E. coli 15-fold slower than measured in buffer. Moreover, we show that increasing the osmotic pressure on E.coli further decreases diffusion, till a point where proteins stop to move. The method presented here is easy to apply on a standard confocal microscope, fits a large range of molecules with different sizes and provides robust results in any conceivable environment and protein concentration for fast diffusing molecules.

biochemistry↗