Miracle-dz/UniFAR-FTUs huggingface dataset:
Comparison of outcomes between gap balancing and measured resection techniques for total knee arthroplasty: A prospective, randomized, controlled trial

Objective The aim of this study was to compare the effect of Gap Balancing (GB) versus Measured Resection (MR) techniques on the early clinical and radiological results of Total Knee Arthroplasty (TKA). Methods In this prospective study, 99 patients (99 knees) who underwent unilateral TKA between March 2018 and January 2019 were randomly allocated to one of two groups: The GP group, TKA with GB technique (19 male, 31 female; mean age = 55.9 ±16.5) and the MR group, TKA with MR technique (19 male, 30 female; mean age = 54.2 ± 18.7). Patients in both groups were comparable in terms of the demographic and clinical data. The angle of cutting block to PCA and Cutting Thickness of the Medial and Lateral Condyle (CTMC, CTLC) were intraoperatively measured. In radiographic analysis, Preoperative Mechanical Femorotibial Angle (Pre-mFTA), Postoperative Mechanical Femorotibial Angle (Post-mFTA), and joint line changes were examined. Femoral component Rotation Angle (FCRA) was also measured by computed tomography. In gait analysis, the spatiotemporal parameters (walking speed, step length, and single support time) and kinematics parameters (flexion angle, extension angle, and transversal rotation) were collected at 12 months postoperatively. Furthermore, Western Ontario and McMaster Universities Arthritis Index (WOMAC) were performed at 12 months after surgery. Results CTMC and CTLC were both significantly higher in GB group than in the MR group (9.8±2.0 mm vs 8.5 ± 1.2 mm; 7.9 ± 1.8mm vs 6.8 ± 1.4mm; P = 0.001, P = 0.002, respectively). Angle of cutting block to PCA was statistically lower in GB group than in the MR group (1.7 ± 1.5° vs 3.1 ± 0.5 °; P < 0.001). FCRA is greater in the GB group compared to the MR group, but the difference did not reach statistical significance (1.2 ± 2.8 ° vs 0.7 ± 2.0 °; P > 0.05). Although post-mFTA significantly improved compared with pre-mFTA in both groups, no significant difference was observed in the changes of post-mFTA between the two groups (0.9 ± 1.7° vs 0.3 ± 1.8°, P > 0.05). No significant differences were determined between the two groups in spatiotemporal gait parameters including walking speed, step length, and single support time. The sagittal max knee flexion range was significantly larger in the GB group than in the MR group (49.27 ± 5.24 ° vs 45.99 ± 8.21 °, P < 0.05). The flexion range did not reach the level of the control group. There was no significant difference between the two groups in WOMAC at 12 months follow-up (P > 0.05). Conclusion Evidence from this study has revealed GB and MR techniques have both little effect on early clinical results of TKA. Nonetheless, GB technique can provide better knee flexion in the early postoperative gait status compared with MR technique. Level of Evidence Level I, Therapeutic Study
XeCl Excimer Laser Annealing Used to Fabricate Poly-Si TFT's

Polycrystalline silicon thin-film transistors (poly-Si TFT's) with a high carrier mobility were fabricated at low processing temperatures of 150 and 250°C. A hydrogenated amorphous silicon (a-Si:H) film was successfully crystallized at room temperature by multistep irradiation of XeCl-308 nm excimer laser pulses without explosive evaporation of hydrogen. The poly-Si TFT's fabricated by the 250°C process had a carrier mobility of 54 cm2/V·s and a low potential barrier height at a grain boundary of 0.01 eV.
Fat Cell Size: Measurement Methods, Pathophysiological Origins, and Relationships With Metabolic Dysregulations

Abstract The obesity pandemic increasingly causes morbidity and mortality from type 2 diabetes, cardiovascular diseases and many other chronic diseases. Fat cell size (FCS) predicts numerous obesity-related complications such as lipid dysmetabolism, ectopic fat accumulation, insulin resistance, and cardiovascular disorders. Nevertheless, the scarcity of systematic literature reviews on this subject is compounded by the use of different methods by which FCS measurements are determined and reported. In this paper, we provide a systematic review of the current literature on the relationship between adipocyte hypertrophy and obesity-related glucose and lipid dysmetabolism, ectopic fat accumulation, and cardiovascular disorders. We also review the numerous mechanistic origins of adipocyte hypertrophy and its relationship with metabolic dysregulation, including changes in adipogenesis, cell senescence, collagen deposition, systemic inflammation, adipokine secretion, and energy balance. To quantify the effect of different FCS measurement methods, we performed statistical analyses across published data while controlling for body mass index, age, and sex.
Substantia Nigra Integrity Correlates with Sequential Working Memory in Parkinson's Disease

Maintaining and manipulating sequences online is essential for daily activities such as scheduling a day. In Parkinson's disease (PD), sequential working memory deficits have been associated with altered regional activation and functional connectivity in the basal ganglia. This study demonstrates that the substantia nigra (SN) integrity correlated with basal ganglia function and sequencing performance in 29 patients with PD (17 women) and 29 healthy controls (HCs; 18 women). In neuromelanin-sensitive structural magnetic resonance imaging (MRI), PD patients showed smaller SNs than HCs. In a digit-ordering task with functional MRI (fMRI), participants either recalled sequential digits in the original order (pure recall) or rearranged the digits and recalled the new sequence (reorder and recall). PD patients performed less accurately than HCs, accompanied by the caudate and pallidal hypoactivation, subthalamic hyperactivation, and weakened functional connectivity between the bilateral SN and all three basal ganglia regions. PD patients with larger SNs tended to exhibit smaller ordering-related accuracy costs (reorder and recall vs pure recall). This effect was fully mediated by the ordering-related caudate activation. Unlike HCs, the ordering-related accuracy cost correlated with the ordering-related caudate activation but not subthalamic activation in PD patients. Moreover, the ordering-related caudate activation correlated with the SN area but not with the daily dose of D2/3 receptor agonists. In PD patients, the daily dose of D2/3 receptor agonists correlated with the ordering-related subthalamic activation, which was not related to the accuracy cost. The findings suggest that damage to the SN may lead to sequential working memory deficits in PD patients, mediated by basal ganglia dysfunction. SIGNIFICANCE STATEMENT We demonstrate that damage to the SN correlates with basal ganglia dysfunction and poor sequencing performance in PD patients. In neuromelanin-sensitive MRI, PD patients showed smaller SNs than healthy controls. In a digit-ordering task with fMRI, PD patients' lower task accuracy was accompanied by the caudate and pallidal hypoactivation, subthalamic hyperactivation, and weakened functional connectivity between the SN and basal ganglia. PD patients with larger SNs exhibited greater ordering-related caudate activation and lower ordering-related accuracy cost when sequencing digits. PD patients with more daily exposure to D2/3 receptor agonists exhibited greater ordering-related subthalamic activation, which did not reduce accuracy cost. It suggests that the SN may affect sequencing performance by regulating the task-dependent caudate activation in PD patients.
Sequential Recommendation Based on Multivariate Hawkes Process Embedding With Attention

Recommender systems are important approaches for dealing with the information overload problem in the big data era, and various kinds of auxiliary information, including time and sequential information, can help improve the performance of retrieval and recommendation tasks. However, it is still a challenging problem how to fully exploit such information to achieve high-quality recommendation results and improve users’ experience. In this work, we present a novel sequential recommendation model, called multivariate Hawkes process embedding with attention (MHPE-a), which combines a temporal point process with the attention mechanism to predict the items that the target user may interact with according to her/his historical records. Specifically, the proposed approach MHPE-a can model users’ sequential patterns in their temporal interaction sequences accurately with a multivariate Hawkes process. Then, we perform an accurate sequential recommendation to satisfy target users’ real-time requirements based on their preferences obtained with MHPE-a from their historical records. Especially, an attention mechanism is used to leverage users’ long/short-term preferences adaptively to achieve an accurate sequential recommendation. Extensive experiments are conducted on two real-world datasets (lastfm and gowalla), and the results show that MHPE-a achieves better performance than state-of-the-art baselines.
Efficacy of an artificial neural network algorithm based on thick‐slab magnetic resonance cholangiopancreatography images for the automated diagnosis of common bile duct stones

Magnetic resonance cholangiopancreatography (MRCP) can accurately diagnose common bile duct (CBD) stones but is laborious to interpret. We developed an artificial neural network (ANN) capable of automatically assisting physicians with the diagnosis of CBD stones. This study aimed to evaluate the ANN's diagnostic performance for detecting CBD stones in thick‐slab MRCP images and identify clinical factors predictive of accurate diagnosis.
Effects of assessment-oriented group action supported by a health professional on the physical function in community-dwelling older adults: a feasibility study

ABSTRACT Background Assessment-oriented group action (AGA) could be used to empower community-dwelling older adults to maintain their health by groups. AGA can be implemented with the support of a health professional to provide feedback to older adults on physical and cognitive function. Objective To evaluate the effects of AGA. Methods For this feasibility study, we enrolled 23 and 20 participants in the intervention and control groups, respectively. Thοse in the intervention group received feedback of their assessments and devised exercise plans with professional support. The participants performed their exercises over 12 weeks; the follow-up examination was conducted at 40 weeks. The control group only received feedback. The change in health-related consciousness and behavior was evaluated. Muscle strength and mass were measured and the timed up and go test, and the Brief-balance evaluation system test (BESTest) were performed. Results There were no significant differences in consciousness or behavior between the groups. The score was higher in the intervention than in the control group at 40 weeks in Section-I of the Brief-BESTest, indicating that the muscle strength contributed to balance function. Conclusion AGA did not show positive changes in consciousness or behaviors but demonstrated significant improvements and lasting effects in balance function.
Finite element analysis of fixation effect for femoral neck fracture under different fixation configurations

Abstract In this study, the biomechanical differences among three internal fixation configurations for treatment of Pauwels type II and III femoral neck fractures were analyzed. Using finite element analysis, the femur displacement and stress distributions of the internal fixation device and fracture section were obtained for different patients and movement conditions. The results show that patients with osteoporosis are more prone to femoral varus and femoral neck shortening, and the fracture probability of the device for these patients is higher than that for patients with normal bone. The treatment effect of the inverted-triangle screw (ITS) fixation and proximal femoral nail anti-rotation (PFNA) fixation is better than that of dynamic hip screw (DHS) fixation. The ITS fixation is more suitable for the treatment of the normal bone patients with Pauwels II femur neck fracture. However, the PFNA fixation has better biomechanical advantages and better capability for anti-femoral neck shortening. Therefore, it is suitable for the treatment of femoral neck fracture patients with osteoporosis.
Model‐based control for column‐based continuous viral inactivation of biopharmaceuticals

Batch low‐pH hold is a common processing step to inactivate enveloped viruses for biologics derived from mammalian sources. Increased interest in the transition of biopharmaceutical manufacturing from batch to continuous operation resulted in numerous attempts to adapt batch low‐pH hold to continuous processing. However, control challenges with operating this system have not been directly addressed. This article describes a low‐cost, column‐based continuous viral inactivation system constructed with off‐the‐shelf components. Model‐based, reaction‐invariant pH controller is implemented to account for the nonlinearities with Bayesian estimation addressing variations in the operation. The residence time distribution is modeled as a plug flow reactor with axial dispersion in series with a continuously stirred tank reactor, and is periodically estimated during operation through inverse tracer experiments. The estimated residence time distribution quantifies the minimum residence time, which is used to adjust feed flow rates. Controller validation experiments demonstrate that pH and minimum residence time setpoint tracking and disturbance rejection are achieved with fast and accurate response and no instability. Viral inactivation testing demonstrates tight control of logarithmic reduction values over extended operation. This study provides tools for the design and operation of continuous viral inactivation systems in service of increasing productivity, improving product quality, and enhancing patient safety.
Company-Specific Revenues From Underage Drinking.

OBJECTIVE Alcohol is the most commonly used illegal drug among U.S. high school students. This study aimed to estimate the proportion of drinks and sales revenue accruing to alcoholic beverage companies that were attributable to underage consumption in 2011 and 2016. METHOD We used national survey data to estimate the number of adult and underage past-30-day drinkers, median volume of alcohol consumed, beverage preferences, and alcohol price by beverage type. We used Impact Databank to determine the total number of alcoholic drinks sold. After adjusting for underreporting, we applied the percentage of alcohol reported to be consumed by underage youth on surveys to the alcohol sales data by beverage type and assigned a beverage-specific cost. RESULTS Underage youth drank 11.73% of the alcoholic drinks sold in the U.S. market in 2011 and 8.6% in 2016. Total sales revenue attributable to underage consumption was $20.9 billion (10.0%) out of a total of $208.0 billion in 2011 and $17.5 billion (7.4%) out of $237.1 billion in 2016. Three alcoholic beverage companies represented nearly half (43.5%) of the market share of beverages consumed by underage youth. CONCLUSIONS Despite the alcoholic beverage industry's stated commitment to reducing underage drinking, significant revenues appear to accrue from this activity. This presents an opportunity to enact and enforce policies--such as alcohol taxes or required company funding of independently managed youth drinking prevention initiatives--that recover these revenues from the industry and use them to help achieve the goal of preventing youth alcohol consumption.
Immunological Changes Associated with Chronic Ingestion of Depleted Uranium in Rats

AbstractThe objective of this study was to evaluate the effect of depleted uranium (DU) on the rat immune system. Three-wk-old, specific pathogen-free Sprague-Dawley rats that received dietary DU for 4 mo were divided into four groups (30 rats per group) according to exposure dose: 0 (control group), 1.3 (DU1.3 group), 13 (DU13 group), and 130 mg U kg−1 (DU130 group). After 4 mo of exposure, the splenic tissues of the rats presented elevated uranium content in accordance with increasing dosage. The rats in the DU130 group exhibited immunological damage characterized by pathomorphological changes of immune organs and significantly lower thymic and splenic relative weight, whereas the influences of DU on the immune system were slight in the other groups. In addition, higher uranium exposure also resulted in reduced numbers of peripheral lymphocytes, lower lymphocyte proliferation, and reduced paw swelling. The authors concluded that the influences of DU on the immune system were slight after ingestion of DU at lower doses but severe after exposure to DU at higher doses.
Viewing Ambiguous Social Interactions Increases Functional Connectivity between Frontal and Temporal Nodes of the Social Brain

Social behavior is coordinated by a network of brain regions, including those involved in the perception of social stimuli and those involved in complex functions, such as inferring perceptual and mental states and controlling social interactions. The properties and function of many of these regions in isolation are relatively well understood, but less is known about how these regions interact while processing dynamic social interactions. To investigate whether the functional connectivity between brain regions is modulated by social context, we collected fMRI data from male monkeys (Macaca mulatta) viewing videos of social interactions labeled as “affiliative,” “aggressive,” or “ambiguous. ” We show activation related to the perception of social interactions along both banks of the superior temporal sulcus, parietal cortex, medial and lateral frontal cortex, and the caudate nucleus. Within this network, we show that fronto-temporal functional connectivity is significantly modulated by social context. Crucially, we link the observation of specific behaviors to changes in functional connectivity within our network. Viewing aggressive behavior was associated with a limited increase in temporo-temporal and a weak increase in cingulate-temporal connectivity. By contrast, viewing interactions where the outcome was uncertain was associated with a pronounced increase in temporo-temporal, and cingulate-temporal functional connectivity. We hypothesize that this widespread network synchronization occurs when cingulate and temporal areas coordinate their activity when more difficult social inferences are being made. SIGNIFICANCE STATEMENT Processing social information from our environment requires the activation of several brain regions, which are concentrated within the frontal and temporal lobes. However, little is known about how these areas interact to facilitate the processing of different social interactions. Here we show that functional connectivity within and between the frontal and temporal lobes is modulated by social context. Specifically, we demonstrate that viewing social interactions where the outcome was unclear is associated with increased synchrony within and between the cingulate cortex and temporal cortices. These findings suggest that the coordination between the cingulate and temporal cortices is enhanced when more difficult social inferences are being made.
Electric Control of Wetting by Salty Nanodrops: Molecular Dynamics Simulations

Aqueous nanoscale systems feature a distinct electrowetting behavior, sensitive to not only the strength but also the direction and polarity of the applied electric field. These effects have so far not been tested in solutions of ions, although electrolytes are commonly present in electrowetting experiments. We describe atomistic simulations of sessile salty nanodrops on an apolar substrate under electric fields in a miniature mimic of the experimental setup of a drop inside a capacitor. In the absence of field, the contact angle rises with salt concentration. The effect is weaker when the surface is more hydrophobic. The electric field lowers the contact angle, but the polarity dependence, observed in neat water and related to directional hydrogen bond effects, is diminished in the presence of screening ions. This is important for nanofluidics, as the addition of salt can improve electrowetting inside a nanopore where uneven wettabilities of opposing walls are found in pure water. The different hydration.
A deep‐sea bacterium related to coastal marine pathogens

Summary Evolution of virulence traits from adaptation to environmental niches other than the host is probably a common feature of marine microbial pathogens, whose knowledge might be crucial to understand their emergence and pathogenetic potential. Here, we report genome sequence analysis of a novel marine bacterial species, Vibrio bathopelagicus sp. nov., isolated from warm bathypelagic waters (3309 m depth) of the Mediterranean Sea. Interestingly, V. bathopelagicus sp. nov. is closely related to coastal Vibrio strains pathogenic to marine bivalves. V. bathopelagicus sp. nov. genome encodes genes involved in environmental adaptation to the deep‐sea but also in virulence, such as the R5.7 element, MARTX toxin cluster, Type VI secretion system and zinc‐metalloprotease, previously associated with Vibrio infections in farmed oysters. The results of functional in vitro assays on immunocytes (haemocytes) of the Mediterranean mussel Mytilus galloprovincialis and the Pacific oyster Crassostrea gigas, and of the early larval development assay in Mytilus support strong toxicity of V. bathopelagicus sp. nov. towards bivalves. V. bathopelagicus sp. nov., isolated from a remote Mediterranean bathypelagic site, is an example of a planktonic marine bacterium with genotypic and phenotypic traits associated with animal pathogenicity, which might have played an evolutionary role in the origin of coastal marine pathogens.
RNase-based self-incompatibility in cacti.

Approximately one half of all flowering plants express genetically-based physiological mechanisms that prevent self-fertilization. One such mechanism, termed RNase-based self-incompatibility, employs ribonucleases as the pistil-component. Although it is widespread, it has only been characterized in a handful of distantly related families, partly due to the difficulties presented by life history traits of many plants, which complicate genetic research. Many species in the cactus family are known to express self-incompatibility but the underlying mechanisms remain unknown. We demonstrate the utility of a candidate-based RNA-seq approach, combined with some unusual features of self-incompatibility-causing genes, which we use to uncover the genetic basis of the underlying mechanisms. Specifically, we assemble transcriptomes from Schlumbergera truncata (crab cactus or false Christmas cactus), and interrogate them for tissue-specific expression of candidate genes, structural characteristics, correlation with expressed phenotype(s), and phylogenetic placement. The results are consistent with operation of the RNase-based self-incompatibility mechanism in Cactaceae. The finding yields additional evidence that the ancestor of nearly all eudicots possessed RNase-based self-incompatibility, as well as a clear path to better conservation practices for one of the most charismatic plant families.