Thursday 3 December 2020

A communication problem: cellular signalling networks

Do we understand the mechanisms used by biological systems to correct their errors?

This paper is a review of kinetic proofreading in biological systems, presented in a mostly historical fashion. The original concept of kinetic proofreading as introduced by Hopfield and Ninio is recounted. Following this, the concept of trade-offs between speed, energy dissipation and accuracy is introduced. The key results that biological systems tend to get accuracy to within acceptable levels, then prioritise maximising speed, followed by minimising energy dissipation is presented. In the process of explaining this, a number of methods utilised are briefly mentioned including: first passage time analysis, asymptotic analysis, and thermodynamic uncertainty relations. Finally, the concept of energetic vs kinetic discrimination is briefly introduced.

https://pubs.acs.org/doi/10.1021/acs.jpcb.0c06180

A biomimetic DNA‐based membrane gate for protein‐controlled transport of cytotoxic drugs

The ability to design membrane nanopores with controllable channel opening has the potential to have many applications in biomedicine, biosensing and artificial cells. In this paper, the researchers have shown the design and synthesis of a membrane nanopore constructed of only seven oligonucleotides where the lid of the nanopore is a thrombin/binding aptamer (TBA). Therefore, passage of small molecules through the nanopore is only allowed in presence of thrombin. It is shown that the nanopores can be incorporated in lipid vesicles. Nanopore-incorporated vesicles containing fluorescent dye are observed to release the dye only in presence of thrombin which proves that the channel opening is tightly controlled. This approach is applied to release biologically relevant molecules for controlled killing of cells. Cytotoxic drug topotecan is filled in vesicles containing the nanopores on the membrane; and these vesicles are added to HeLa cervical cancer cells. Upon addition of thrombin, the drug is released to the cells, and cell viability drops to 20% after three days compared to 95% when no thrombin is added. This paper thus shows a simple approach for biocompatible membrane nanopore design which can be opened by the presence of a biologically relevant substance.

https://onlinelibrary.wiley.com/doi/full/10.1002/anie.202011583

DNA origami guided self-assembly of plasmonic polymers with robust long-range plasmonic resonance

The production of 1D chains by assembling DNA origami tiles have been widely used in nanofabrication. The defined geometry of the DNA tiles is harnessed to control the distance between DNA-bound metallic nanoparticles, producing nanowires used for plasmon propagation. However, regular origami tile assemblies are flawed by its flexibility, which leads to defects in plasmon signal propagation due to the variable distance between nanoparticles. The authors of this paper optimise the rigidity of the DNA origami chains by exchanging the classical tile for a hashtag-shaped structure. The proposed hashtag-structure can be functionalised with nanoparticles in several ways, while increasing the persistence length of the produced nanowires by one order of magnitude.

https://pubs.acs.org/doi/abs/10.1021/acs.nanolett.0c04055

Combinatorial signal perception in the BMP pathway

Cells can sense ligands in their environment which bind to receptors on their surface, and trigger a response through intra-cellular signalling pathways. There are many types of type 1 and type 2 receptors in the bone morphogen pathway (BMP) that a cell could express, even more types of dimeric ligands that could be sensed. Through a combination of an in vivo search and the construction of a minimal mathematical model, Antebi et al. create a framework through which we can understand the multifarious signal processing operations that occur at the boundaries of cells. Crucially, the concentration of ligands (which is assumed to greatly exceed the number of available receptors) and the affinities between receptors and ligands determine the equilibrium distribution of ligand-receptor configurations, but the activity (the strength with which a ligand receptor combo can catalyse a signal) of the configuration does not need correlate with its probability of occurrence. Therefore, in a system with two types of surface receptors and two types of ligands (each with an affinity and activity with each receptor), the signal transduced can quantitatively differ when the ligands are presented alone or in combination.

https://doi.org/10.1016/j.cell.2017.08.015

3D engine in DNA code

Turing-completeness of Chemical Reaction Networks as well as the capability to be mapped into DNA Strand Displacement systems is always brought up as a proof of their versatility. However, most of the academic literature focuses on the implementation of CRNs in the context of building controllers, cellular automata or other sorts of computer science model problems rather than software applications that are found in our daily life. The present work presents how to encode a rudimentary 3D shader engine into a CRN and how to emulate and execute it, the most interesting part being how does it display a mapping between a high level standard abstraction language (Like JavaScript and CRNs). While still being impractical when compared to silicon-based devices, it's easy to see how a bridge between regular coding skills and molecular programming can be built. But it also must be said that in terms of software conservation, being able to engineer a sort of CRN/DNA-based assembler code that an be retroengineered into a high level language can be a promising technology to preserve software in a format with a longer life than optical or magnetic devices.

https://observablehq.com/@pallada-92/3d-engine-in-dna-code 

Computing signal transduction in signaling networks modeled as Boolean Networks, Petri Nets and hypergraphs 

Transduction networks are known for being the regular architecture used bicellular systems to perform signal processing and decision making. Back from the foundational work by Dennis Bray they have been described as distributed network computing elements and mappings with computational models (mainly neural networks) have been drawn. But alternative mappings with other computing models can be drawn. In this paper, the authors explore other networks computing models that can be used to model transduction such as graphs, hypergraphs, Boolean Networks or Petri Nets, establishing the conditions in which a model is isomorphic to another and highlighting the strengths and weaknesses of each one. However, some of the strengths attributed to the Boolean Network model are rarely found in a biological context and none of the models take into account explicitly the catalytic nature of the network elements and the implications of the system, thus leaving room to potential new formalisms.

https://www.biorxiv.org/content/10.1101/272344v2.full

Self-limiting polymerization of DNA origami subunits with strain accumulation

The polymerization of DNA origami was controlled by accumulated strain during the growth process. The DNA origami consist of three domains with the middle domain being shorter than others. As the three domains are connected by linkers, they can deform while they grow, accumulating the strain coming from short middle domain. By controlling the length of the middle domain, the authors precisely controlled the growth of the DNA origami objects without any external control.

https://pubs.acs.org/doi/10.1021/acsnano.0c07696

Single cell characterization of a synthetic bacterial clock with a hybrid feedback loop containing dCas9-sgRNA

Oscillatory dynamics facilitates the temporal orchestration of metabolic and growth processes inside cells and organisms. In this work, they present a synthetic oscillator gene circuit (repressilator) in which one of the repressors was replaced by CRISPRi system and they monitored the oscillations in microfluidic reacts using single cell experiments. They found that the period of the oscillator is much slower since it depends on the irreversible binding of the CRISPR system that prolongs its dilution phase. They propose to use RNA aptamers and use CRISPRa (activation) to improve the dynamics of the oscillator and explore the potential applications.

https://pubs.acs.org/doi/pdf/10.1021/acssynbio.0c00438

A ratiometric electrochemical biosensor for the exosomal microRNAs detection based on bipedal DNA walkers propelled by locked nucleic acid modified toehold mediate strand displacement reaction

In this paper, the researchers attempted to develop a novel biosensor for exosomal miRNAs, which achieved high sensitivity, high specificity and high reproducibility, such that the biosensor could be used multiple times. Their system involved locked nucleic acid capture probe associated with a bipedal DNA walker. The presence of the target miRNA led to release of the bipedal DNA walker by toehold-mediated strand displacement. The DNA walker walking over the electrode surface facilitated amplification of the electrochemical signal, allowing a low signal-to-background ratio.

https://www.sciencedirect.com/science/article/pii/S0956566317307170

Reciprocal coupling in chemically fueled assembly: A reaction cycle regulates self-assembly and vice versa

The authors seek to develop a synthetic system that replicates the behaviour of natural biopolymers such as actin, in which the constituent monomers can adopt two states, one of which is favourable for polymerisation ("active") and the other of which is less so. Moreover, the environment of the polymer catalyses the deactivation of the monomers, leading to non-equilibrium "living" polymerisation. The resultant dynamics are essential to cytoskeletal mechanics and motion. In this paper, the assembling monomers are short peptides with a switachble chemical moiety which can be charged (inactive) or neutral (active). Differential assembly in the two regimes is demonstrated, as is a catalytic effect on activation/deactivation rates of the polymer environment. However, the paper doesn't demonstrate preferential deactivation in the polymer state, as is seen in the natural counterpart.

https://pubs.acs.org/doi/10.1021/jacs.0c10486

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