Cleavage Events Research Articles

Inherent fibrin fiber tension propels mechanisms of network clearance during fibrinolysis

Proper wound healing necessitates both coagulation (the formation of a blood clot) and fibrinolysis (the dissolution of a blood clot). A thrombus resistant to clot dissolution can obstruct blood flow, leading to vascular pathologies. This study seeks to understand the mechanisms by which individual fibrin fibers, the main structural component of blood clots, are cleared from a local volume during fibrinolysis. We observed 2-D fibrin networks during lysis by plasmin, recording the clearance of each individual fiber. We found that, in addition to transverse cleavage of fibers, there were multiple other pathways by which clot dissolution occurred, including fiber bundling, buckling, and collapsing. These processes are all influenced by the concentration of plasmin utilized in lysis. The network fiber density influenced the kinetics and distribution of these pathways. Individual cleavage events often resulted in large morphological changes in network structure, suggesting that the inherent tension in fibers played a role in fiber clearance. Using images before and after a cleavage event to measure fiber lengths, we estimated that fibers are strained ~23% beyond their equilibrium length during polymerization. To understand the role of fiber tension in fibrinolysis we modeled network clearance under differing amounts of fiber polymerized strain (prestrain). The comparison of experimental and model data indicated that fibrin tension enables 35% more network clearance due to network rearrangements after individual cleavage events than would occur if fibers polymerized in a non-tensed state. Our results highlight many characteristics and mechanisms of fibrin breakdown, which have implications on future fibrin studies, our understanding of the fibrinolytic process, and the development of thrombolytic therapies. Statement of SignificanceFibrin fibers serve as the main structural element of blood clots. They polymerize under tension and have remarkable extensibility and elasticity. After the cessation of wound healing, fibrin must be cleared from the vasculature by the enzyme plasmin in order to resume normal blood flow: a process called fibrinolysis. In this study we investigate the mechanisms that regulate the clearance of individual fibrin fibers during fibrinolysis. We show that the inherent tension in fibers enhances the action of plasmin because every fiber cleavage event results in a redistribution of the network tension. This network re-equilibration causes fibers to buckle, bundle, and even collapse, leading to a more rapid fiber clearance than plasmin alone could provide.

Site-specific proteolytic cleavage prevents ubiquitination and degradation of human REV3L, the catalytic subunit of DNA polymerase ζ.

REV3L, the catalytic subunit of DNA polymerase ζ (Pol ζ), is indispensable for translesion DNA synthesis, which protects cells from deleterious DNA lesions resulting from various intrinsic and environmental sources. However, REV3L lacks a proofreading exonuclease activity and consequently bypasses DNA lesions at the expense of increased mutations, which poses a severe threat to genome stability. Here we report a site-specific proteolytic event of human REV3L. We show that REV3L is cleaved by a threonine aspartase, Taspase1 (TASP1), to generate an N-terminal 70-kDa fragment (N70) and a polypeptide carrying the C-terminal polymerase catalytic domain in human cells. Strikingly, such a post-translational cleavage event plays a vital role in controlling REV3L stability by preventing ubiquitination and proteasome-mediated degradation of REV3L. Indicative of the biological importance of the above REV3L post-translational processing, cellular responses to UV and cisplatin-induced DNA lesions are markedly impaired in human HCT116 cell derivatives bearing defined point mutations in the endogenous REV3L gene that compromise REV3L cleavage. These findings establish a new paradigm in modulating the abundance of REV3L through site-specific proteolysis in human cells.

Real-Time Observation of DNA Cleavage by CRISPR-Cas9 Endonuclease Using Pyrene Molecule as a Sensitive Probe for Detecting SUB-NM Structural Change

CRISPR/Cas9 system performs its nuclease activity through large-scale structural rearrangements. However, its unique property of not releasing the cleaved product has forbidden the spectroscopic observation of its cleavage event in real-time. Here, we employ pyrene molecules as a novel excimer based probe to detect a small-scale structural change not detectable by other methods and demonstrate its versatility to applicate in spectroscopic tracking of Cas9 nuclease activity in time. In this experiment, we show that the sensitive response of excimer emission to minute structural change enables discrimination of structural heterogeneity of the target nucleic acids, such as cleaved and uncleaved nucleic acids within the DNA/Cas9/gRNA ternary complex. In addition, through the observation of Cas9 nuclease activity in time, we reveal that DNA binding is hardly affected by PAM-distal mismatches, while intrinsic rate of cleavage by Cas9 is dramatically decreased even with a 1-bp mismatch. Based on these results, we believe that pyrene-based probe can be used as a promising spectroscopic tool for studying biomolecular systems, which is affected by sub-nm structural changes.

Targeting Rare Conformational States to Achieve Selective Caspase Protease Inhibition

Caspases are cysteine proteasesthat are major players in key cellular processes, including apoptosis and inflammation. Amongst the human caspases, caspase-6 has been implicated in playing a unique and critical role in the neurodegenerative pathways of Alzheimer's disease. Unfortunately, structural similarities between caspase-6 and other caspases have hampered precise targeting of caspase-6 uniquely. All caspases can exist in a canonical conformation, in which the substrate binds atop a beta-strand platform in the 130's region. This caspase-6 region can also adopt a helical conformation that has not been seen in any other caspases. We have shown that caspase-6 is inherently and dramatically more conformationally dynamic than closely related caspase-7. In contrast to caspase-7, which rests constitutively in the strand conformation before and after substrate binding, hydrogen/deuterium exchange data for the L2’ and 130's regions suggested that prior to substrate binding, caspase-6 exists in a dynamic equilibrium between the helix and strand conformations. Caspase-6 transitions exclusively to the canonical strand conformation only upon substrate binding. Glu-135, which showed noticeably different calculated pKas in the helix and strand conformations, appears to play a key role in the interconversion between the helix and strand conformations. We have also mapped the local changes in the conformational flexibility of procaspase-6 at the discrete states that reflect series of cleavage events that ultimately lead to the fully active, substrate-bound state. The prodomain region was found to be intrinsically disordered, independent of the activation step of caspase-6; however, its complete removal resulted in the protection of the adjacent 26-32 region, suggesting a regulatory role. The molecular details of caspase-6 dynamics in solution provide a comprehensive scaffold for strategic design of therapeutics for neurodegenerative disorders. We have used this information to make the most potent caspase-6 inhibitor to date.

Procleave: Predicting Protease-specific Substrate Cleavage Sites by Combining Sequence and Structural Information

Proteases are enzymes that cleave and hydrolyse the peptide bonds between two specific amino acid residues of target substrate proteins. Protease-controlled proteolysis plays a key role in the degradation and recycling of proteins, which is essential for various physiological processes. Thus, solving the substrate identification problem will have important implications for the precise understanding of functions and physiological roles of proteases, as well as for therapeutic target identification and pharmaceutical applicability. Consequently, there is a great demand for bioinformatics methods that can predict novel substrate cleavage events with high accuracy by utilizing both sequence and structural information. In this study, we present Procleave, a novel bioinformatics approach for predicting protease-specific substrates and specific cleavage sites by taking into account both their sequence and 3D structural information. Structural features of known cleavage sites were represented by discrete values using a LOWESS data-smoothing optimization method, which turned out to be critical for the performance of Procleave. The optimal approximations of all structural parameter values were encoded in a conditional random field (CRF) computational framework, alongside sequence and chemical group-based features. Here, we demonstrate the outstanding performance of Procleave through extensive benchmarking and independent tests. Procleave is capable of correctly identifying most cleavage sites in the case study. Importantly, when applied to the human structural proteome encompassing 17,628 protein structures, Procleave suggests a number of potential novel target substrates and their corresponding cleavage sites of different proteases. Procleave is implemented as a webserver and is freely accessible at http://procleave.erc.monash.edu/.

Analysis of the polycystin complex (PCC) in human urinary exosome\u2013like vesicles (ELVs)

The polycystin–1 (PC1), polycystin–2 (PC2) and fibrocystin proteins, the respective products of the PKD1, PKD2 and PKHD1 genes, are abundant in urinary exosome–like vesicles (ELVs) where they form the polycystin complex (PCC). ELVs are 100 nm diameter membrane vesicles shed into the urine by the cells lining the nephron. Using MS/MS analysis of ELVs from individuals with PKD1 mutations and controls, we show that in addition to the well-described GPS/GAIN cleavage event in PC1 at 3048 aa and the proprotein convertase cleavage (PPC) event in fibrocystin at 3616 aa, there are multiple other cleavage events in these proteins. The C–terminal 11 transmembrane portion of PC1 undergoes three cleavage events in vivo. The absence of peptides from the C–terminal cytoplasmic tail of fibrocystin implies a cleavage event close to its single TM domain prior to loading onto the ELVs. There is also evidence that the C–terminal tail of PC2 is also cleaved in ELVs. Native gel analysis of the PCC shows that the entire complex is > 2 MDa in size and that N–terminal GPS/GAIN cleaved PC1 and PPC cleaved fibrocystin ectodomains can be released under non-reducing conditions and resolve at 300 kDa. This paper shows that the three major human cystogene proteins are detectable in human urinary ELVs and that all three undergo post-translational proteolytic processing. Human urinary ELVs may be a useful source of material in the search for proteins that interact with the PCC.

Docking interactions determine early cleavage events in insulin proteolysis by pepsin: Experiment and simulation

In silico modelling of cascade enzymatic proteolysis is an exceedingly complex and challenging task. Here, we study partial proteolysis of insulin by pepsin: a process leading to the release of a highly amyloidogenic two chain ‘H-fragment’. The H-fragment retains several cleavage sites for pepsin. However, under favorable conditions H-monomers rapidly self-assemble into proteolysis-resistant amyloid fibrils whose composition provides snapshots of early and intermediate stages of the proteolysis. In this work, we report a remarkable agreement of experimentally determined and simulation-predicted cleavage sites on different stages of the proteolysis. Prediction of cleavage sites was based on the comprehensive analysis of the docking interactions from direct simulation of coupled folding and binding of insulin (or its cleaved derivatives) to pepsin. The most frequent interactions were found to be between the pepsin's active site, or its direct vicinity, and the experimentally determined insulin cleavage sites, which suggest that the docking interactions govern the proteolytic process.

Gapmer Antisense Oligonucleotides Containing 2',3'-Dideoxy-2'-fluoro-3'-C-hydroxymethyl-β-d-lyxofuranosyl Nucleotides Display Site-Specific RNase H Cleavage and Induce Gene Silencing.

Off-target effects remain a significant challenge in the therapeutic use of gapmer antisense oligonucleotides (AONs). Over the years various modifications have been synthesized and incorporated into AONs, however, precise control of RNase H-induced cleavage and target sequence selectivity has yet to be realized. Herein, the synthesis of the uracil and cytosine derivatives of a novel class of 2'-deoxy-2'-fluoro-3'-C-hydroxymethyl-β-d-lyxo-configured nucleotides has been accomplished and the target molecules have been incorporated into AONs. Experiments on exonuclease degradation showed improved nucleolytic stability relative to the unmodified control. Upon the introduction of one or two of the novel 2'-fluoro-3'-C-hydroxymethyl nucleotides as modifications in the gap region of a gapmer AON was associated with efficient RNase H-mediated cleavage of the RNA strand of the corresponding AON:RNA duplex. Notably, a tailored single cleavage event could be engineered depending on the positioning of a single modification. The effect of single mismatched base pairs was scanned along the full gap region demonstrating that the modification enables a remarkable specificity of RNase H cleavage. A cell-based model system was used to demonstrate the potential of gapmer AONs containing the novel modification to mediate gene silencing.

Integrative X-ray Structure and Molecular Modeling for the Rationalization of Procaspase-8 Inhibitor Potency and Selectivity.

Caspases are a critical class of proteases involved in regulating programmed cell death and other biological processes. Selective inhibitors of individual caspases, however, are lacking, due in large part to the high structural similarity found in the active sites of these enzymes. We recently discovered a small-molecule inhibitor, 63-R, that covalently binds the zymogen, or inactive precursor (pro-form), of caspase-8, but not other caspases, pointing to an untapped potential of procaspases as targets for chemical probes. Realizing this goal would benefit from a structural understanding of how small molecules bind to and inhibit caspase zymogens. There have, however, been very few reported procaspase structures. Here, we employ X-ray crystallography to elucidate a procaspase-8 crystal structure in complex with 63-R, which reveals large conformational changes in active-site loops that accommodate the intramolecular cleavage events required for protease activation. Combining these structural insights with molecular modeling and mutagenesis-based biochemical assays, we elucidate key interactions required for 63-R inhibition of procaspase-8. Our findings inform the mechanism of caspase activation and its disruption by small molecules and, more generally, have implications for the development of small molecule inhibitors and/or activators that target alternative (e.g., inactive precursor) protein states to ultimately expand the druggable proteome.

No-Go Decay mRNA cleavage in the ribosome exit tunnel produces 5\u2032-OH ends phosphorylated by Trl1

The No-Go Decay (NGD) mRNA surveillance pathway degrades mRNAs containing stacks of stalled ribosomes. Although an endoribonuclease has been proposed to initiate cleavages upstream of the stall sequence, the production of two RNA fragments resulting from a unique cleavage has never been demonstrated. Here we use mRNAs expressing a 3′-ribozyme to produce truncated transcripts in vivo to mimic naturally occurring truncated mRNAs known to trigger NGD. This technique allows us to analyse endonucleolytic cleavage events at single-nucleotide resolution starting at the third collided ribosome, which we show to be Hel2-dependent. These cleavages map precisely in the mRNA exit tunnel of the ribosome, 8 nucleotides upstream of the first P-site residue and release 5′-hydroxylated RNA fragments requiring 5′-phosphorylation prior to digestion by the exoribonuclease Xrn1, or alternatively by Dxo1. Finally, we identify the RNA kinase Trl1, alias Rlg1, as an essential player in the degradation of NGD RNAs.

Evidences of differential endoproteolytic processing on the surfaces of Mycoplasma hyopneumoniae and Mycoplasma flocculare

Mycoplasma hyopneumoniae and Mycoplasma flocculare are genetic similar bacteria that colonize the swine respiratory tract. However, while M. hyopneumoniae is a pathogen that causes porcine enzootic pneumonia, M. flocculare is a commensal. Adhesion to the respiratory epithelium is mediated by surface-displayed adhesins, and at least some M. hyopneumoniae adhesins are post-translational proteolytically processed, producing differential proteoforms with differential adhesion properties. Based on LC-MS/MS data, we assessed differential proteolytic processing among orthologs of the five most abundant adhesins (p97 and p216) or adhesion-related surface proteins (DnaK, p46, and ABC transporter xylose-binding lipoprotein) from M. hyopneumoniae strains 7448 (pathogenic) and J (non-pathogenic), and M. flocculare. Both surface and cytoplasmic non-tryptic cleavage events were mapped and compared, and antigenicity predictions were performed for the resulting proteoforms. It was demonstrated that not only bona fide adhesins, but also adhesion-related proteins undergo proteolytical processing. Moreover, most of the detected cleavage events were differential among M. hyopneumoniae strains and M. flocculare, and also between cell surface and cytoplasm. Overall, our data provided evidences of a complex scenario of multiple antigenic proteoforms of adhesion-related proteins, that is differential among M. hyopneumoniae strains and M. flocculare, altering the surface architecture and likely contributing to virulence and pathogenicity.

Binding of the Duck Tembusu Virus Protease to STING Is Mediated by NS2B and Is Crucial for STING Cleavage and for Impaired Induction of IFN-β.

Duck Tembusu virus (DTMUV) is a newly emerged causative agent of avian disease. The protease-dependent immune evasion of flaviviruses has been reported; however, the molecular details of this process are unclear. In this study, we found that DTMUV nonstructural protein 2B-3, a NS2B3 protease, can inhibit IFN-β production. DTMUV NS2B3 inhibited RIG-I-, MDA5-, MAVS-, and STING-directed IFN-β transcription, but not TBK1- and IRF7-mediated induction of IFN-β. Further analysis showed that DTMUV NS2B3 could cleave duck STING (duSTING); the cleavage was dependent on the protease activity of NS2B3. Moreover, the STING cleavage event occurred in a not-strictly-species-specific manner. The scissile bond of duSTING cleaved by NS2B3 was mapped between the R84 and G85 residues. The ability of NS2B3 to reduce duSTING cleavage-resistant mutant-mediated IFN-β, and ISG production was significantly reduced, demonstrating that duSTING cleavage is essential for NS2B3-induced suppression of type I IFN responses. Remarkably, the binding of NS2B3 to duSTING, which is a prerequisite for cleavage, was found to depend on NS2B, but not NS3, the cofactor of the enzyme. Unexpectedly, we found that the region between aa residues 221-225 of duSTING, distal from the site of the scissile bond, was essential for the binding of NS2B3 to duSTING and/or the cleavage of duSTING by NS2B3. Thus, we identified the molecular mechanism by which DTMUV subverts the host innate immunity using its protease. More importantly, our study provides insight into NS2B3-mediated STING cleavage events in general.

An integrated electrochemical biosensor based on target-triggered strand displacement amplification and “four-way” DNA junction towards ultrasensitive detection of PIK3CA gene mutation

A novel electrochemical biosensor was constructed for specific and ultrasensitive detection of PIK3CAH1047R gene mutation based on NsbI restriction enzyme-mediated strand displacement amplification (NsbI-SDA) and four-way DNA junction for the first time. In this biosensor, the NsbI restriction enzyme combined with strand displacement amplification (SDA) was able to specifically distinguish PIK3CAH1047R gene mutation and increase the number of DNA copies to improve electrochemical response. In the presence of target mutation gene, DNA fragments produced by the cleavage event of NsbI restriction enzyme could trigger the SDA reaction to generate massive linker chains. When the linker chains were captured on the electrode, the four-way DNA junction was then attached at the end of linker chain. By integrating electroactive molecules of methylene blue (MB) into four-way DNA junction, this sandwich-like electrochemical biosensor was able to determine the specific distinction of target mutation gene with a low detection limit of 0.001%. Finally, this strategy could be used to analyze mutation gene spiked into human serum samples, indicating the potential application in genetic analysis and clinical disease diagnosis.

19F Magnetic Resonance Activity-Based Sensing Using Paramagnetic Metals.

Fluorine magnetic resonance imaging (19F MRI) is a promising bioimaging technique due to the favorable magnetic resonance properties of the 19F nucleus and the lack of detectable biological background signal. A range of imaging agents have been developed for this imaging modality including small molecule perfluorocarbons, fluorine-rich macromolecules and nanoparticles, and paramagnetic metal-containing agents. Incorporation of paramagnetic metals into fluorinated agents provides a unique opportunity to manipulate relaxation and chemical shift properties of 19F nuclei. Paramagnetic centers will enhance relaxation rates of nearby 19F nuclei through paramagnetic relaxation enhancement (PRE). Further, metals with anisotropic unpaired electrons can induce changes in 19F chemical shift through pseudocontact shift (PCS) effects. PRE and PCS are dependent on the nature of the metal center itself, the molecular scaffold surrounding it, and the position of the 19F nucleus relative to the metal center. One intriguing prospect in 19F magnetic resonance molecular imaging is to design responsive agents that can serve to provide a read out biological activity, including the activity of enzymes, redox activity, the activity of ions, etc. Paramagnetic agents are well suited for this activity-based sensing as metal complexes can be designed to respond to specific biological activities and give a corresponding 19F response that results from changes in the metal complex structure and subsequently PRE/PCS. Broadly speaking, when designing paramagnetic 19F MR biosensors, one can envision that in response to changes in analyte activity, the number of unpaired electrons of the metal changes or the ligand conformation/chemical composition changes. This Account highlights activity-based probes from the Que lab that harness paramagnetic metals to modulate 19F signal. We discuss probes that use conversion from Cu2+ to Cu+ in response to reducing environments to dequench the 19F MR signal. Probes in which oxidants convert Co2+ to Co3+, resulting in chemical shift responses, are also described. Finally, we explore our foray into using Ni2+ coordination switching to furnish probes with different 19F signals when they are converted between 4-coordinate square planar and higher coordination numbers. A major barrier for 19F MR molecular imaging is in vivo application, as signal sensitivity is relatively low, requiring long imaging times to detect imaging agents. Nanoparticle and macromolecular agents show promise due to their higher fluorine density and longer circulation times; however, their analyte scope is limited to analytes that induce cleavage events. A grand challenge for researchers in this area is adapting lessons learned from small molecule paramagnetic probes with promising in vitro activities for the development of probes with enhanced in vivo utility for basic biological and clinical applications.

Molecular Modeling of Anti HIV Drugs of Protease Inhibitor Group by CoMFA

An anti-HIV agent may exert its activity by inhibiting a variety of steps in the life cycle of virus. In recent advances medicinal chemists have focused their attention mainly on virial binding to target cells, virus-cell fusion, virus uncoating, reverse transcription of genomic RNA, viral integration, gene expression, cleavage events through protease inhibitors and virion mutarotation. In present study cleavage events through protease inhibitors have been done by CoMFA. There are a number of physical, structural and chemical descriptors which may be helpful in computer aided drug designing. Out of them hydrophobicity in particular can be easily quantified for complete molecule or even for individual substituent. 26 derivatives of cyclic urea and 8 derivatives of Isosteres belonging to non-peptidic and peptidic PR inhibitors were taken as study material and a number of MLR equations using different combinations of descriptors have been developed. On the basis of these regression values, theoretical activity of the various models is predicted which provides an insight into structural and binding features of the proposed models.

Influence of ethylene and acetylene on the rate and reversibility of methane dehydroaromatization on Mo/H-ZSM-5 catalysts

Acetylene is identified as a key intermediate in methane dehydroaromatization (DHA) reactions present in concentrations O(1) Pascal. The rank of acetylene and other C2 hydrocarbon intermediates is determined by conversion-selectivity profiles collected from 0.01% to 8% methane conversion varied by extent of “non-selective” deactivation of Mo/H-ZSM-5 catalysts. Ethane is shown to be the sole primary product of methane pyrolysis and is sequentially dehydrogenated to ethylene and acetylene – which aromatizes to benzene with rates similar to direct acetylene aromatization measured in the absence of methane. The influence of CH cleavage and CC coupling events to control the rate and reversibility of DHA is assessed by the degree of reversibility control, introduced here for the first time, and the degree of rate control. The approach to equilibrium of the methane to benzene synthesis reaction is length averaged and affinity averaged by the degree of reversibility control of each intervening elementary step to rigorously calculate forward rates of benzene synthesis by use of De Donder relations. Forward rates are found to be invariant along the catalyst bed once the DHA network reaches a pseudo-steady state and methane, ethane, and ethylene form an equilibrated pool.

Genome-wide identification of short 2',3'-cyclic phosphate-containing RNAs and their regulation in aging.

RNA molecules generated by ribonuclease cleavage sometimes harbor a 2′,3′-cyclic phosphate (cP) at their 3′-ends. Those cP-containing RNAs (cP-RNAs) form a hidden layer of transcriptome because standard RNA-seq cannot capture them as a result of cP’s prevention of an adapter ligation reaction. Here we provide genome-wide analyses of short cP-RNA transcriptome across multiple mouse tissues. Using cP-RNA-seq that can exclusively sequence cP-RNAs, we identified numerous novel cP-RNA species which are mainly derived from cytoplasmic tRNAs, mRNAs, and rRNAs. Determination of the processing sites of substrate RNAs for cP-RNA generation revealed highly-specific RNA cleavage events between cytidine and adenosine in cP-RNA biogenesis. cP-RNAs were not evenly derived from the overall region of substrate RNAs but rather from specific sites, implying that cP-RNAs are not from random degradation but are produced through a regulated biogenesis pathway. The identified cP-RNAs were abundantly accumulated in mouse tissues, and the expression levels of cP-RNAs showed age-dependent reduction. These analyses of cP-RNA transcriptome unravel a novel, abundant class of non-coding RNAs whose expression could have physiological roles.

Material removal and interactions between an abrasive and a SiC substrate: A molecular dynamics simulation study

In this paper, molecular dynamics simulation is applied to inspect the effect of sliding, rolling, vibrating and rolling plus vibrating movements of a diamond abrasive on nanotribology properties of a 4H–SiC substrate. The effect of the abrasive size, depth of polishing, sliding speed, rolling, and vibrating movements on material removal are surveyed. For the first time in literature, the rolling in x-axis, vibrating in horizontal direction, and rolling combined with vibrating movements are considered. The results present that a bigger abrasive mostly gains a lower asperity height and a higher number of atoms removed. The rolling motion in the x-axis achieves the highest number of atoms removed while the rolling motion in the reverse z-axis achieves the lowest asperity height. In the vibrating movements, the horizontal vibrating movement creates a lower asperity and a higher number of atoms removed than the vertical and the rolling plus vibrating motions. The number of atoms eliminated does not sensitive to the vibrating amplitude and the vibrating frequency. Moreover, a multi-asperities model is constructed to estimate the global-scale surface of the substrate after removing the asperities. The asperity height is removed effectively by the rolling plus vibrating motion. The surface roughness produced by rolling in x-axis movement and vibrating motions are better than other motions. This model also points out the saturated behavior of all types of movements, except the rolling plus vibrating motion. The interactions between the abrasive and the asperity could create a lengthened asperity, amorphization, new C–C bonding, clusters of atoms adhered on the abrasive surface, a high temperature at the interface, atomic strain, cleavage event and fly away atoms.

Dealkenylative Thiylation of C(sp3)-C(sp2) Bonds.

Carbon-carbon bond fragmentations are useful methods for the functionalization of molecules. The value of such cleavage events is maximized when paired with subsequent bond formation. Herein we report a protocol for the cleavage of an alkene C(sp3)-C(sp2) bond, followed by the formation of a new C(sp3)-S bond. This reaction is performed in nonanhydrous solvent and open to the air, employs common starting materials, and can be used to rapidly diversify natural products.

DeepCleave: a deep learning predictor for caspase and matrix metalloprotease substrates and cleavage sites.

Proteases are enzymes that cleave target substrate proteins by catalyzing the hydrolysis of peptide bonds between specific amino acids. While the functional proteolysis regulated by proteases plays a central role in the 'life and death' cellular processes, many of the corresponding substrates and their cleavage sites were not found yet. Availability of accurate predictors of the substrates and cleavage sites would facilitate understanding of proteases' functions and physiological roles. Deep learning is a promising approach for the development of accurate predictors of substrate cleavage events. We propose DeepCleave, the first deep learning-based predictor of protease-specific substrates and cleavage sites. DeepCleave uses protein substrate sequence data as input and employs convolutional neural networks with transfer learning to train accurate predictive models. High predictive performance of our models stems from the use of high-quality cleavage site features extracted from the substrate sequences through the deep learning process, and the application of transfer learning, multiple kernels and attention layer in the design of the deep network. Empirical tests against several related state-of-the-art methods demonstrate that DeepCleave outperforms these methods in predicting caspase and matrix metalloprotease substrate-cleavage sites. The DeepCleave webserver and source code are freely available at http://deepcleave.erc.monash.edu/. Supplementary data are available at Bioinformatics online.