Loop Mechanism Research Articles

Molecular dynamics simulations of interaction between a super edge dislocation and interstitial dislocation loops in irradiated [formula omitted]-Ni3Al

The study employed MD simulations to investigate the interactions between a 〈11¯0〉 super-edge dislocation, consisting of the four Shockley partials, and interstitial dislocation loops (IDLs) in irradiated L12-Ni3Al. Accounting for symmetry breakage in the L12 lattice, the superlattice planar faults with four distinct fault vectors have been considered for different IDL configurations. The detailed dislocation reactions and structural evolution events were identified as the four partials interacted with various IDL configurations. The slipping characteristics of Shockley partials within the IDLs and the resultant shearing and looping mechanisms were also clarified, revealing distinct energetic transition states determined by the fault vectors after the Shockley partials sweeping the IDL. Furthermore, significant variations in critical resolved shear stress (CRSS) required for the super-edge dislocation to move past the IDL were observed, attributed to various sizes and faulted vectors of enclosed superlattice planar faults in the IDLs. The current study extends the existing dislocation-IDL interaction theory from pristine FCC to L12 lattice, advances the understanding of irradiation hardening effects in L12-Ni3Al, and suggests potential applicability to other L12 systems.

The Critical Role of Self-Inhibition in Epileptic Seizures Based on Dynamic Analysis of the Corticothalamic Model

Studies have shown that inhibitory interneurons include inhibitory interneurons on fast time scales (I1) and inhibitory interneurons on slow time scales (I2), both of which can modulate epileptic activities. Based on this, we improve the corticothalamic model by introducing self-inhibition of I1 and I2 to explore the onset and transitions of epileptic activities from the dynamic perspective. First, we investigate the case that the excitatory loop between the excitatory pyramidal neurons (PY) and the thalamic relay neurons (TC) induces epileptic activities in the absence of self-inhibition. The emergence of multistability drives the system to produce a variety of epileptic activities, such as [Formula: see text]-spike-wave discharges, tonic and clonic oscillations. Subsequently, we introduce self-inhibition of inhibitory interneurons and find that the advancement or disappearance of the Hopf bifurcation leads to a reduction in the area of epileptic discharges. Finally, we explore epileptic activities induced by the self-inhibition of I1 and the excitability of TC on I1. The strong self-inhibition can effectively modulate seizures, but excessive exchange of information between TC and I1 induces absence seizures. In addition, the paper focuses on revealing the loop mechanisms and related bifurcation characteristics in various situations. Besides Hopf and fold limit cycle bifurcations, period-doubling and homoclinic bifurcations are also key factors leading to the state transitions. These may provide some theoretical guidance for the generation and evolution of seizures.

Two-body hidden charm decays of D wave charmonia

The experimental observations of ψ2(3823) and ψ3(3842) make D wave charmonia family abundant. In the present work, we investigate the hidden charm decay processes of spin triplets of the D-wave charmonia with the meson loop mechanism. The model parameter αΛ is determined by reproducing the branching fraction of ψ(3770)→J/ψη. With this range of model parameter values, the branching fractions (partial widths) of ψ(3770)→ηcω, ψ2(3823)/ψ3(3842)→J/ψη, ψ2(3823)/ψ3(3842)→ηcω are estimated. Our estimations find that the partial width of ψ2(3823)→J/ψη is 29.64-4.63+4.01keV, and the partial width ratio of ψ2(3823)→J/ψη relative to ψ2(3823)→γχc1 is about 10%, which could be tested by further precise measurements from the BESIII, Belle II and LHCb Collaborations.

Behavior Changes in Quinpirole Obsessive-Compulsive Disorder Rats Treated with 6-Hydroxydopamine and the Corresponding Dopaminergic Compulsive Loop Mechanism.

Recent studies suggest that the anterior limb of the internal capsule may be an area of convergence for multiple compulsion loops. In this study, the role of different dopaminergic compulsion loops in the mechanism of obsessive-compulsive disorder (OCD) was investigated by selectively damaging dopaminergic neurons or fibers in the corresponding targets with 6-hydroxydopamine (6-OHDA) and depicting the anatomical map of various compulsion loops located in the anterior limb of the internal capsule. A total of 52 male Sprague Dawley (SD) rats were exposed to either saline (1 mL/kg, NS group, n = 6) or quinpirole (QNP, dopamine D2-agonist, 0.5 mg/kg, n = 46) twice weekly for 5 weeks. After each injection, the rats were placed on an open field to analyze aspects of their behaviour, including the number of home base visits (NOH), average time between each home base visit (ATBO), and total distance travelled (TDM). After model setup, 46 QNP rats were divided randomly into five groups: 6-OHDA anterior limb of internal capsule (AC) stereotactic injection group (QNP+AC group, n = 10), 6-OHDA mediodorsal thalamic nucleus (MD) stereotactic injection group (QNP+MD group, n = 10), 6-OHDA nucleus accumbens (NAC) stereotactic injection group (QNP+NAC group, n = 10), saline stereotactic injection group (QNP+NS-S group, n = 10), and non-surgical group (QNP+Non-S group, n = 6). In the NS group, rats simultaneously received a 6-OHDA stereotactic injection (NS+6-OHDA-S group, n = 6: AC2, MD2, NAC2). All QNP-treated rats were then continued to be given QNP twice a week for 4 weeks, and their behaviour was observed after each infusion. After 4 weeks, immunofluorescence staining was used to monitor the distribution of dopamine neurons and nerve fibers in different areas of the intervention nerve loops, and quantitative analysis was performed. Compulsive behaviour declined gradually in the QNP+AC and QNP+NAC groups 3 and 4 weeks after surgery, with the QNP+AC group decreasing more rapidly. The QNP+MD group had decreased by 3 weeks after surgery but increased to almost the same level as pre-surgery at 4 weeks post-surgery. Postoperative fluorescence staining and quantitative analysis suggested the number of dopamine (DA) neurons or nerve fibers in the corresponding target area of the 6-OHDA injection were significantly reduced compared with the QNP+Non-S group. 6-OHDA selectively damages the targets of dopaminergic neurons or nerve fibers within the OCD loop, which somewhat alleviates compulsive behaviours. The results suggest that the AC might be the best target for therapeutic interventions for OCD.

Acceptance and commitment therapy for nurses' sleep, rumination, psychological flexibility, and it's neural mechanism: A randomized controlled fNIRS study.

Given nurses often face sleep problems, this study compares two internet-delivered Acceptance and Commitment Therapy (ACT) interventions to improve sleep quality (SQ), psychological flexibility (PF), reduce rumination, and explore neural mechanisms. Methods: 477 nurses were randomly assigned to ACT linear psychotherapy model (LINEAR), ACT loop psychotherapy model (LOOP) and wait-list group. SQ, rumination, and PF were assessed with questionnaires. Prefrontal cortical activation changes were measured using functional near-infrared spectroscopy. Results: The linear mixed-effects model demonstrated significant improvements in SQ, PF, and reduced rumination compared to pre-intervention for both models through enhanced psychological flexibility. LOOP showed a significantly superior effect compared to LINEAR. DLPFC activation increased following both interventions, with LOOP additionally stimulating the frontopolar area. Changes in the DLPFC mediated the relationship between intervention and outcome improvements. Frontopolar changes mediated SQ improvements but not rumination or PF. No significant changes in functional connectivity were observed during the verbal fluency task. Conclusions: Both interventions improved outcome variables, with LOOP being notably more effective, offering a novel approach. Mediation analyses highlight the role of DLPFC activation in understanding ACT's mechanisms and targeting insomnia treatment, while the mechanisms of LOOP's superior effect warrant further research. Trial Registration: Chinese Clinical Trial Registry (ChiCTR2200063533). https://www.chictr.org.cn/.

The outer-inner loop mechanism of alkali carbonate-modified BaFe2O4 during the biomass char chemical looping partial oxidation and hydrogen generation (CLPH) process

The outer-inner loop mechanism of alkali carbonate-modified BaFe2O4 during the biomass char chemical looping partial oxidation and hydrogen generation (CLPH) process

A Genetic Algorithm Based ESC Model to Handle the Unknown Initial Conditions of State of Charge for Lithium Ion Battery Cell

Classic enhanced self-correcting battery equivalent models require proper model parameters and initial conditions such as the initial state of charge for its unbiased functioning. Obtaining parameters is often conducted by optimization using evolutionary algorithms. Obtaining the initial state of charge is often conducted by measurements, which can be burdensome in practice. Incorrect initial conditions can introduce bias, leading to long-term drift and inaccurate state of charge readings. To address this, we propose two simple and efficient equivalent model frameworks that are optimized by a genetic algorithm and are able to determine the initial conditions autonomously. The first framework applies the feedback loop mechanism that gradually with time corrects the externally given initial condition that is originally a biased arbitrary value within a certain domain. The second framework applies the genetic algorithm to search for an unbiased estimate of the initial condition. Long-term experiments have demonstrated that these frameworks do not deviate from controlled benchmarks with known initial conditions. Additionally, our experiments have shown that all implemented models significantly outperformed the well-known ampere-hour coulomb counter integration method, which is prone to drift over time and the extended Kalman filter, that acted with bias.

Ideal hourglass nodal loop state in the monolayer lithium hydrosulfide.

In recent years, the exploration of topological states within two-dimensional materials has emerged as a compelling focus, complementing their three-dimensional counterparts. Through theoretical calculations, we unveil the exceptional topological state in the monolayer lithium hydrosulfide, where an ideal hourglass nodal loop is identified. Notably, this nodal loop is characterized by only four bands, representing the simplest configuration for realizing hourglass dispersion. We provide detailed symmetry arguments alongside model calculations to elucidate the formation mechanism of the nodal loop and its corresponding hourglass dispersion. Moreover, the associated edge states are not only well-separated from the bulk band projection but also persist consistently throughout the Brillouin zone. Due to the lightweight constitutive elements of this material, both the hourglass dispersion and the edge states remain robust even in the presence of spin-orbit coupling. To enhance its practical applicability, we have evaluated various mechanical parameters, analyzing their anisotropic behaviors. Furthermore, we examined the material's response to strain conditions under both compressive and tensile stress, uncovering distinct variations in energy, size, and the hourglass dispersion of the nodal loop. Overall, the hourglass nodal loop state explored in this study, along with the proposed material candidate, provides a strong foundation for future experimental investigations. This research potentially paves the way for significant advancements within this emerging field.

Synergistic regulation of nano-precipitates and reversed austenite in titanium-free maraging steel by low-temperature solution treatment and double aging treatment

To synergistically enhance the strength and toughness of titanium-free maraging steel, a multi-scale characterization method was used to illustrate the effects of low-temperature solution treatment and double aging treatment on the microstructure of titanium-free maraging steel in this paper. After the low-temperature solution treatment and the double aging treatment, the tensile strength of titanium-free maraging steel increased from 1954 MPa to 2160 MPa and the elongation increased by 8.95 %. By the low-temperature solution treatment, the original austenite grain size of the titanium-free maraging steel was refined to 0.69 μm. The double aging treatment promoted the diffusion of Mo and Ni elements, increased the volume fraction of ω phase, Ni3Mo nano-precipitation phase and reversed austenite, and refined the size of ω phase and Ni3Mo by 14.2 % and 7.9 %, respectively. The nanoparticles of titanium-free maraging steel mainly include the ω phase, Ni3Mo and Laves phase. The strengthening mechanism of nanoparticles was quantitatively evaluated from the shear mechanism and Orowan dislocation loop mechanism. The mechanism shows that the ω phase is the main contributor to the overall precipitation strengthening. Therefore, low-temperature solution treatment and double aging treatment provide a potential solution for achieving high strength and high toughness in maraging steel.

Transcriptional regulatory program controlled by MYB in T-cell acute lymphoblastic leukemia.

The transcription factor MYB is frequently upregulated in T-cell acute lymphoblastic leukemia (T-ALL), a hematological malignancy originating from T-cell precursors. Here, we demonstrate that MYB plays a crucial role by regulating genes essential for T-ALL pathogenesis. Integrative analysis reveals a long MYB isoform, ENST00000367814.8, which is dominantly expressed and confers a proliferative advantage in T-ALL cells. Rapid depletion of MYB via dTAG-mediated protein degradation affects a large number of genes, which can be classified into early response or late response genes based on their kinetics. Early response genes include many genes involved in hematopoiesis, such as TAL1, RUNX1, GATA3, IKZF2, and CXCR4. Their expression can be recovered at later time-points, suggesting the presence of a negative feedback loop mechanism. In contrast, late response genes, which are continuously downregulated after MYB depletion, includes many genes involved in cell proliferation as well as TAL1 targets, thereby affecting the cellular phenotype.

Ubiquitin-Specific Protease 15 Plays an Important Role in Controlling the Tolerance to Salt, Drought and Abscisic Acid in Arabidopsis thaliana.

Ubiquitin-specific proteases (UBPs), the largest subfamily of deubiquitinating enzymes (DUBs), are critical for plant growth and development as well as abiotic-stress responses. In this study, we discovered that the expression of the ubiquitin-specific protease 15 (UBP15) gene of the gene ubiquitin-specific protease 15 (UBP15) was induced by salt, mannitol and abscisic acid (ABA) treatments. Further research revealed that UBP15 is involved in modulation of salt, drought tolerance and ABA signaling during seed germination, early seedling development, post-germination root growth or adult-plant stage. Enrichment analysis showed that many genes related to abiotic stresses and metabolic pathways were altered in the ubp15-1 mutant. Through the joint analysis of the quantitative real-time polymerase chain reaction (qRT-PCR) and differentially-expressed gene relationship network, we found that UBP15 may mainly regulate salt-stress tolerance by modulating the dwarf and delayed flowering 1 (DDF1) pathway through a cascade reaction. In the regulation of drought-stress responses, ring domain ligase1 (RGLG1) may be a direct substrate of UBP15. Moreover, we cannot exclude the possibility that UBP15 acts in a feed-forward loop mechanism in the regulation of drought-stress responses via ethylene response factor 53 (ERF53) and its ubiquitin (Ub) ligase RGLG1. In ABA signal transduction, UBP15 may play a role in at least three aspects of the ABA signaling pathway: ABA synthesis, stomatal closure regulated by ABA signaling, and transcription factors in the ABA pathway. Taken together, our results suggest that UBP15 is involved in salt, osmotic, and drought-stress tolerance and the ABA signaling pathway by directly regulating the stability of key substrates or indirectly affecting the expression of genes related to abiotic stresses in Arabidopsis thaliana. Our research provides new germplasm resources for stress-resistant crops cultivation. These results demonstrate that UBP15 is a key regulator of salt, drought and ABA tolerance in Arabidopsis.

Promoting proximity to enhance Fe-Ca interaction for efficient integrated CO2 capture and hydrogenation

Integrated CO2 capture and utilization (ICCU) using “capture-conversion” dual functional materials (DFMs) paves a cost-effective path for restricting CO2 emissions by eliminating the energy-intensive intermediate processes. The interactions between catalysts and absorbents are believed pivotal in ICCU; however, there is a lack of environment-friendly strategy to fabricate the interaction for industrial applications. Here, we propose a solvent-free mechanochemical approach to promote the interaction by improving the proximity between natural calcium and iron sources. The interaction was systemically investigated and confirmed using XRD, XPS, TEM, TPR, etc. As a result, the mechanochemical approach derived DFM achieved 5.5 mmol g−1 CO2 capacity, 87 % CO2 conversion, and 100 % CO selectivity at 650 °C, significantly outperforming the CaO-alone benchmark (CO2 capacity < 4.5 mmol g−1, CO2 conversion < 73 %). Further incorporating MgO would alleviate the sintering and promote the CO2 capture stability (< 15 % decrease after 20 cycles) by acting as a thermal-stable barrier. Based on in situ XRD, it is further confirmed that Fe-Ca interaction exhibits a dynamic looping mechanism in ICCU. The techno-economic analysis strongly supports the superiority of ICCU catalyzed by naturally sourced DFMs on eliminating the energy and H2 consumption for CO2 capture and upgradation. As a result, producing CO via ICCU using mechanochemical derived DFMs exhibits 20 % and 10 % cost decrease compared to the conventional CCU and ICCU using CaO alone scenarios, pointing out the potential of ICCU technology in industrial applications.

Stage-wise kinetic analysis of ammonia addition effects on two-stage ignition in dimethyl ether

Abstract Ammonia (NH3) has gained considerable attention as a promising carbon-free hydrogen carrier fuel for internal combustion engines, but its direct use in compression-ignition engines presents challenges, often requiring high-reactivity fuels to ignite the premixed NH3/air mixture and initiate combustion. This study focuses on the ignition process of binary NH3 and dimethyl ether (DME) mixtures, as DME is a carbon-neutral, high-reactivity fuel. A key novelty of this paper is the comparison of the ignition processes of DME and NH3/DME mixtures from a temporal, process-oriented perspective, analyzing chemical kinetics across distinct ignition phases rather than focusing solely on instantaneous reactions at discrete time points. The stage-wise analysis reveals that NH3 has minimal impact on the control mechanism governing the two-stage ignition process of DME. Specifically, DME still largely depends on OH radical proliferation during low-temperature oxidation (LTO), which releases heat as the reaction progresses. As the temperature increases, LTO branching pathways gradually shift to chain-propagation pathways, reducing overall reaction activity. The reactivity and temperature rise rate of the system are then governed by the H2O2 loop mechanism before thermal ignition. However, ammonia significantly extends the ignition delay of DME by competing with OH radicals, which are critical for DME oxidation, thus inhibiting ignition. As the ignition reaction proceeds, ammonia kinetics become more involved. For example, nitrogen-containing species from NH3 oxidation, such as NO, NO2, and NH2, react with CH3OCH2 to form CH3OCHO, reducing the flux through the LTO pathway of DME. While ammonia reaction pathways also produce OH radicals, this occurs at the expense of HO2 and H radicals, leading to H2O2 formation. Overall, these findings demonstrate the substantial impact of ammonia addition on DME ignition, highlighting the need for further research to better understand NH3/DME binary fuel ignition and to optimize the design and operation of NH3/DME dual-fuel engines for improved efficiency and reliability.

Precipitation Refinement via Aging Time Modification for Enhancing Wear Resistance in Ti–V–Nb Microalloyed High‐Manganese Steels

It is imperative to ensure an even distribution of refined precipitates to enhance wear resistance. Herein, different heat treatments are to control the size and distribution of precipitates. The treatments include water quenching at 1100 °C followed by aging at 400 °C for 24, 60, and 84 h, designated as AT24, AT60, and AT84, respectively. The microstructure, mechanical properties, and impact wear properties of high‐manganese steel are investigated under solution and aging conditions using scanning electron microscopy, field‐emission scanning electron microscopy, tensile testing, and impact abrasive wear testing. Notably, the absence of nanoscale precipitates largely accounts for the poor wear resistance of as‐casting steel, whereas the strengthening effect of larger micrometer‐sized precipitates is insufficient. After the solution and aging treatment, nanosized precipitates continuously form within the matrix, conducive to the formation of the deeper work‐hardening layer, thereby improving the wear resistance. The fine micrometer‐sized precipitates and evenly distributed nanoscale precipitates in AT60 actively contribute to toughness. Additionally, these precipitates interact with slip dislocations, providing stronger strengthening via the Orowan looping mechanism. The wear mechanisms of steel can be transformed from wide, deep pits to shallow grooves and microcutting by extending the aging time.

Ectopic expression of BpbHLH9 suggested the presence of a self-activating loop mechanism of clade Ia bHLHs to enhance betulinic acid biosynthesis in Lotus japonicus hairy roots

Ectopic expression of BpbHLH9 suggested the presence of a self-activating loop mechanism of clade Ia bHLHs to enhance betulinic acid biosynthesis in <i>Lotus japonicus</i> hairy roots

The feedback loop between MTA1 and MTA3/TRIM21 modulates stemness of breast cancer in response to estrogen

The metastasis-associated protein (MTA) family plays a crucial role in the development of breast cancer, a common malignancy with a high incidence rate among women. However, the mechanism by which each member of the MTA family contributes to breast cancer progression is poorly understood. In this study, we aimed to investigate the roles of MTA1, MTA3, and tripartite motif-containing 21 (TRIM21) in the proliferation, invasion, epithelial-mesenchymal transition (EMT), and stem cell-like properties of breast cancer cells in vivo and in vitro. The molecular mechanisms of the feedback loop between MTA1 and MTA3/TRIM21 regulated by estrogen were explored using Chromatin immunoprecipitation (ChIP), luciferase reporter, immunoprecipitation (IP), and ubiquitination assays. These findings demonstrated that MTA1 acts as a driver to promote the progression of breast cancer by repressing the transcription of tumor suppressor genes, including TRIM21 and MTA3. Conversely, MTA3 inhibited MTA1 transcription and TRIM21 regulated MTA1 protein stability in breast cancer. Estrogen disrupted the balance between MTA1 and MTA3, as well as between MTA1 and TRIM21, thereby affecting stemness and the EMT processes in breast cancer. These findings suggest that MTA1 plays a vital role in stem cell fate and the hierarchical regulatory network of EMT through negative feedback loops with MTA3 or TRIM21 in response to estrogen, supporting MTA1, MTA3, and TRIM21 as potential prognostic biomarkers and MTA1 as a treatment target for future breast cancer therapies.

An incoherent feed-forward loop involving bHLH transcription factors, Auxin and CYCLIN-Ds regulates style radial symmetry establishment in Arabidopsis.

The bilateral-to-radial symmetry transition occurring during the development of the Arabidopsis thaliana female reproductive organ (gynoecium) is a crucial biological process linked to plant fertilization and seed production. Despite its significance, the cellular mechanisms governing the establishment and breaking of radial symmetry at the gynoecium apex (style) remain unknown. To fill this gap, we employed quantitative confocal imaging coupled with MorphoGraphX analysis, in vivo and in vitro transcriptional experiments, and genetic analysis encompassing mutants in two bHLH transcription factors necessary and sufficient to promote transition to radial symmetry, SPATULA (SPT) and INDEHISCENT (IND). Here, we show that defects in style morphogenesis correlate with defects in cell-division orientation and rate. We showed that the SPT-mediated accumulation of auxin in the medial-apical cells undergoing symmetry transition is required to maintain cell-division-oriented perpendicular to the direction of organ growth (anticlinal, transversal cell division). In addition, SPT and IND promote the expression of specific core cell-cycle regulators, CYCLIN-D1;1 (CYC-D1;1) and CYC-D3;3, to support progression through the G1 phase of the cell cycle. This transcriptional regulation is repressed by auxin, thus forming an incoherent feed-forward loop mechanism. We propose that this mechanism fine-tunes cell division rate and orientation with the morphogenic signal provided by auxin, during patterning of radial symmetry at the style.

Abstract Mo139: PDE1, 3 and 4 Inhibition and GPCR Agonism in the Regulation of cAMP Signaling

Modulators of cardiac cyclic adenosine 3’5’-monophosphate (cAMP) and/or its effector protein kinase A (PKA) are used to treat heart disease. Elucidating the mechanisms of endogenous and pharmacological modulators of cAMP, including phosphodiesterase (PDE) inhibitors, is key to predicating alternative drug therapies for heart failure (HF). PDEs regulate confined cAMP/PKA signaling pathways, depending on PDE isoform and localization. PDE3 regulates the SR and sarcolemmal membrane cAMP pools, controlling calcium influx and efflux at these domains. PDE1 regulates sarcolemmal cAMP/PKA signaling. Despite these differences, inhibitors of either increase heart contractility. However, inhibition of PDE3 is pro-arrhythmic, unlike that of PDE1. The regulation of localized cAMP signaling is key to controlled regulation of cell function, with ramifications for HF, and which GPCR lies upstream of PDE1 remains unknown. We hypothesized that the three cAMP-hydrolyzing cardiac PDEs (1, 3, 4) that are found in the human heart would regulate distinct cAMP signaling pathways. Using the cAMP biosensor EPAC-SH187, we performed fluorescence resonance energy transfer experiments in healthy guinea pig adult ventricular myocytes. Cells were treated with inhibitors of PDEs 1, 3, and 4 along with GPCR agonists isoproterenol, glucagon (gcg), and amthamine (amt), respectively for β-adrenergic, gcg and histamine H2 receptors at sub-maximal doses. Cell function and calcium data were obtained using IonOptix. We first asked if PDEi would synergistically regulate pools of cAMP, and found that PDE4i does at pools of cAMP generated by beta-agonism. PDE3i regulates that generated by amt at the H2R, with comparable effects observed in simultaneous or prior H2R stimulation. The combination of these sub-saturating doses exerted strong inotropic and lusitropic effects in paced myocytes. In neither of these domains, PDE1i changed cAMP levels. However, PDE1i intriguingly attenuated the level of gcg-stimulated cAMP production, suggesting a feedback loop mechanism. We conclude that PDEs 1, 3, and 4 regulate distinct pools of cAMP. Importantly, we demonstrate this in a species where the myocardial expression of these PDEs match that of humans as opposed to smaller rodent models.

Medial Ligament Complex Reconstruction With Allograft Using Less Invasive Onlay Fixation and Suture Tape Augmentation

Injury to the medial complex of the knee may result in persisting valgus and rotatory instability. In combination with concomitant meniscotibial ligament disruption, maldistributed contact forces are placed on the medial compartment, which may result in the progression of osteoarthritis. When facing chronic valgus and/or posteromedial instability, definitive treatment with medial ligament complex reconstruction in combination with additional repair of the meniscotibial ligament when necessary should be done to anatomically restore proper knee biomechanics and kinematics. This technique describes reconstruction of both the superficial medial collateral ligament (sMCL) and posterior oblique ligament with a single allograft, with additional suture tape augmentation used to reinforce the sMCL. Additionally, less invasive onlay fixation is used via a knotless loop mechanism to secure the posterior oblique ligament to its tibial insertion and the sMCL at 2 points along its distal tibial insertion.

Revolutionizing defect recognition in hard metal industry through AI explainability, human-in-the-loop approaches and cognitive mechanisms

Defect detection is one of the main areas that Industry 4.0 concepts like automation, IoT, digitization and AI aimed to provide solutions. In this work, a platform that extends the aforementioned concepts with ones coming from Industry 5.0 like reconciliation and collaboration between humans and machines is introduced. The proposed platform provides defect detection and localization services for hard metal industry by extending current AI solutions with exponentially growing technologies such as interpretable and explainable AI (XAI), human-in-the-loop (HITL) approaches and cognitive retraining mechanisms. In particular, the platform, that is built on a micro-service architecture to enable its software sustainability, is powered by machine and deep learning models for defect detection and localization. These models are able to recognize the defects, locate them with high precision and present them to end users so to maximize resiliency in quality inspection processes. Alongside the state-of-the-art AI algorithms that are utilized by the platform, the human in the loop mechanisms and interfaces that enable human experts to inject their knowledge for AI models training are considered as key innovative aspects of this work. To enhance further the human and AI collaboration, XAI mechanisms are included in the platform,to enable the experts to gain useful insights regarding the operation of the AI models in order to be able to provide further feedback that can trigger on-the-fly platform’s cognition mechanisms to improve models’ accuracy and performance.