Weight Range Research Articles

Investigation into the Suitability of AA 6061 and Ti6Al4V as Substitutes for SS 316L Use in the Paraplegic Swivel Mechanism

SS 316L, a low-carbon 316 Stainless Steel, has been used to manufacture swivel mechanisms for paraplegic patients, but its weight is relatively high compared to a few materials in its range of properties. Aluminum alloy 6061 and Titanium alloy (Ti6Al4V) offer lightweight and incredible strength-to-weight ratio, hence their use for medical, aerospace, and automotive applications. This study, therefore, seeks a replacement for SS 316L. A 3D model of a swivel mechanism was developed to compare the performance of the swivel mechanism made with SS 316L, AA 6061, and Ti6Al4V. The kinematic analysis of the mechanism based on a range of weights: 1kN, 1.1 kN, 1.2 kN, 1.3 kN, 1.4 kN, and 1.5 kN was carried out to generate the inputs for the simulation. The 3D model was made with SolidWorks, and the results of the kinematic analysis were used to define the simulation parameters for the mechanism. Two scenarios generated depicted the full collapse of the mechanism and the full extension. The results showed that AA 6061 and Ti6Al4V outperformed SS 316L with higher yield strength and factor of safety. Therefore, swivel plates made with AA 6061 and Ti6Al4V have higher yield strength than those made with SS 316L, adding to the advantage that they have a higher strength-to-weight ratio. From this analysis and known knowledge of the cost of these materials, the optimal replacement considering cost with yield strength is AA 6061. However, Ti6Al4V is a better alternative for the strength-to-weight ratio for SS 316L.

Analysis of the efficacy of different amounts of parathyroid grafts in the treatment of secondary hyperparathyroidism.

This study compares the efficacy of two different ranges of parathyroid transplantation weights with the aim of determining a preferable range for transplantation weight. From May 2018 to June 2023, 79 patients underwent total parathyroidectomy with autotransplantation. Demographic data, symptoms, and pre- or postoperative biochemical indicators were compared between two different ranges of parathyroid transplantation weights. All 79 surgeries were successful, with a total of 316 parathyroid glands reported among the patients. The patients were diagnosed with parathyroid hyperplasia. Postoperatively, itching, bone pain, and muscle weakness disappeared, while serum parathyroid hormone and phosphate levels significantly decreased. With an average follow-up of 12 months, no transplant-dependent recurrence was observed. Parathyroid transplantation with a weight of 30-50mg is a feasible, safe, and effective surgical approach.

Non‐Ionic Fluorosurfactants for Droplet‐Based in vivo Applications

AbstractFluorocarbon oils are uniquely suited for many biomedical applications due to their inert, bioorthogonal properties. In order to interface fluorocarbon oils with biological systems, non‐ionic fluorosurfactants are necessary. However, there is a paucity of non‐ionic fluorosurfactants with low interfacial tension (IFT) to stabilize fluorocarbon phases in aqueous environments (such as oil‐in‐water emulsions). We developed non‐ionic fluorosurfactants composed of a polyethylene glycol (PEG) segment covalently bonded to a flexible perfluoropolyether (PFPE) segment that confer low IFTs between a fluorocarbon oil (HFE‐7700) and water. The synthesis of a panel of surfactants spanning a molecular weight range of 0.64–66 kDa with various hydrophilic‐lipophilic balances allowed for identification of minimal IFTs, ranging from 1.4 to 17.8 mN m−1. The majority of these custom fluorosurfactants display poor solubility in water, allowing their co‐introduction with fluorocarbon oils and minimal leaching. We applied the PEG5PFPE1 surfactant for mechanical force measurements in zebrafish, enabling exceptional sensitivity.

Varying the Core Topology in All-Glycidol Hyperbranched Polyglycerols: Synthesis and Physical Characterization.

In the present study, low molecular weight cyclic polyglycidol is used as a macroinitiator for hypergrafting glycidol and producing cyclic graft hyperbranched polyglycerol (cPG-g-hbPG) in the molecular weight range of 103-106gmol-1. Linear graft hyperbranched polyglycerol (linPG-g-hbPG) and hyperbranched polyglycerol (hbPG) are prepared as reference samples. This creates a family of hbPG structures with cyclic, linear, and star cores, allowing to evaluate their properties in solution and in bulk. The morphology study of the high molecular weight structures using atomic force microscopy revealed a spherical shape for cPG-g-hbPG and hbPG, and a cylindrical shape for linPG-g-hbPG in the nanometric range. Small angle X-ray scattering confirmed the compact particle-like structure of this family of hbPG architectures. Interestingly, the glass transition temperature showed a structure dependence, with cPG-g-hbPG having the highest values and hbPG having the lowest values for the same molecular weight. This study is a step forward in the generation of water-soluble polymers with tailored structure and functionality for advanced applications.

TOF-MS based characterization of polyglycerol polyricinoleate (PGPR) samples

Time-of-flight mass spectrometry (TOF-MS) was used to unravel the composition of commercial polyglycerol polyricinoleate (PGPR) samples, by identifying the various molecular species present. To cover the broad range of molecular weights for the present species, a combination of three ionisation conditions was used. Species exceeding the molecular weight of pentaglycerol hexaricinoleate were difficult to detect. Over 100 molecular species were observed and identified in the analysed samples, including free polyglycerols, ricinoleates, and PGPR-esters. Commercial PGPR samples were shown to be mainly composed of esterification products of di-, tri-, and tetraglycerol, while the esterification degree mainly varied from 1 to 5. The TOF-MS analysis was proven to be reproducible with a relative standard deviation (RSD) below 2.86% for three independent measurements on different days. The method proved to be very suitable to evaluate batch-to-batch variations and to compare the composition of different types of commercial PGPR’s. Moreover, this method can be applied to monitor the quality of PGPR products during the synthesis process. Furthermore, it can also provide fundamental knowledge for optimizing PGPR composition to improve its functionality.

Standardization of studies on physical development of children in the Russian Federation

BACKGROUND:The importance of studying the growth and development processes of the child population is due to the significance of the pre-clinical approach aimed at primary disease prevention. AIM:To provide the constituent entities of the Russian Federation with standards for the physical development of children and adolescents aged 7–17years. MATERIAL AND METHODS:An analytical study was conducted, big data from the database “Physical Development of Children, Adolescents, and Youth of the Russian Federation in 2000–2021” were analyzed, containing 395,956observations of physical development (length and body weight indicators) of children, adolescents, and young people living in 49constituent entities of the Russian Federation. Priority was given to research in the constituent entities for which regional standards had never been developed or for which they were developed 15–20years or more ago. As a result, at least 2constituent entities were analyzed in each federal district. Big data processing using machine learning was carried out on the basis of the PostgreSQL database. A web application was created that implemented the functions of tabular display of data, construction of histograms with the ability to select parameters and subsequent data publication on the map of the Russian Federation. RESULTS:In Russia at the beginning of the 21st century, the characteristics of physical development of students living in diffe­rent constituent entities of the Russian Federation were established, which allowed us to talk about the presence of “regional scenarios” that must be taken into account when developing standards. At the age of 15, the range of average values of growth indicators for boys in the constituent entities ranged from 161.70±0.20cm in the Kursk Region to 174.55±0.40cm in the Krasnodar Territory (the difference was 12.85cm, p=0.001), for girls— from 154.60±0.50cm in the Republic of Tyva to 165.69±0.55cm in St.Petersburg (the difference was 11.09cm, p=0.001). The range of body weight of 15-year-old boys in the regions was from 50.17±0.70kg in the Kursk region to 66.00±0.80kg in the Khabarovsk region (difference 15.83kg, p=0.001), girls— from 46.90±0.60kg in the Chelyabinsk region to 58.40±0.70kg in the Khabarovsk region (difference 8.50kg, p=0.001). CONCLUSION:40regional standards for the physical development of the child population have been developed in a standar­dized manner, which allows taking into account regional characteristics and makes it possible to use them in practical healthcare in the constituent entities of the Russian Federation.

Weight control efforts and practices and health professional advice: a cross-sectional national survey in England

ObjectivesThere is evidence that general practitioners (GPs) can increase the uptake of weight management programmes that enhance weight loss compared with self-directed efforts, but the rate at which they do...

Acute Toxicity of Mycotoxigenic Fungi Isolates in Ready-to-Eat Meat in Buea, Cameroon

Introduction: Meat is an important source of nutrition for many people worldwide. Away from homes, it is widely consumed in restaurants (e.g. small roadside) and non-restaurants (including drinking parlors and open-air)in various forms assnack. Objective: This paper reports on the acute toxicity of mycotoxigenic fungi isolates from various ready-to-eat meat from Buea, Cameroon. Method: Ten varieties of ready-to-eat meat samples (N=130: raw beef (n=18), beef soya (n=29), fried chicken (n=11), chicken soya (n=10), snail soya (n=13), fried pork (n=06), fried cow liver (n=13), roasted goat (n=06), boiled cow skin (n=07) and smoked beef (n=17).were collected from Buea municipality. The samples were cultures, and fungal isolates isolated microscopically. Thereafter, an acute toxicity test using 24 young BALB/c mice (weight range: 22-25g) was performed. Results: A total of 40 mycotoxigenic fungi belonging to five genera (Aspergillus, Penicillium, Fusarium, Rhizomucor, and Rhizopus) were identified. The most dominant species was Aspergillus (unidentified Aspergillus species, 23.1%; and Aspergillus ochraceus,10.3%).The order of Aspergillus fungi proliferation were roasted goat liver(20%), fried chicken (20%), snails soya (20%)ean body weight of test mice significantly decreased (p<0.05) after the first 7 days of feeding with a mycotoxigenic fungi-supplemented diet relative to control mice that ate healthy diets. Aspartate Transaminase (AST, range: 169.9-563.1U/L) and Alanine Transaminase (ALT, range:521.1-707.5U/L) levels were significantly (p<0.05) higher than the reference values for healthy mice (range: 60-100U/L for AST and 25-6U/L for ALT). Conclusion: Given the toxicity potentials of mycotoxigenic fungi, e.g. production of toxic secondary metabolites, not reported in this paper, and demonstrated by the liver toxicity/function test, ready-to-eat meat in Buea, Cameroon may not be adequately safe for consumption.

Shortcomings, limitations and gaps in physiological roles of extracellular vesicles in obesity.

Extracellular vesicles (EVs) play a crucial role in mediating communication between cells across species and kingdoms. The intercellular communication facilitated by EVs through autocrine and paracrine signalling mechanisms is essential for cell survival, maintaining normal metabolic functions and ensuring overall bodily homeostasis and health. Extracellular vesicles are present in various bodily fluids, such as pleural effusions, plasma, breast milk, amniotic fluid, semen and saliva. Additionally, the generation and release of EVs contribute to the removal of cellular waste. Patients with obesity exhibit a higher release and amount of circulating EVs than individuals with normal weight. This increased EV release in obesity might contribute to the inflammatory state characteristic of this metabolic condition, because higher levels of pro-inflammatory molecules are found within their cargo. However, interpreting results related to EV abundance, cargo and biological actions can be complicated by several factors; these include variations in cell sources, a wide age range (from children to the elderly), a mix of females and males, medication use and health status, a range of body weights (from normal weight to morbid obesity) and differences between in vitro assays using cell lines versus primary cultures. This article addresses the shortcomings, limitations and gaps in knowledge, providing a framework for enhancing our understanding of the physiological effects of EVs on obesity.

Clinical characteristic and zero-fluoroscopy ablation outcomes of tachyarrhythmias in pregnant: a single center study

Abstract Background Although recommended avoid any intervention during gestation in cases of drug refractory of arrhythmias catheter ablation may be necessary in pregnant women. Purpose To present clinical characteristics and outcomes of zero-fluoroscopy catheter ablation during gestation. Methods This prospective, single center study included 84 cases of tachyarrhythmias during gestation. In 44 cases of drug refractory was performed catheter ablation without fluoroscopy (main group). We evaluated the further course of gestation and obstetric outcomes after ablation in comparison with pregnant with antiarrhythmic therapy of tachyarrhythmias (n=40, control group). Results Both groups were comparable by mean age of pregnant (28.2±4.2 vs. 27.3±3.9 years, p=0.093) and mean duration of gestation (24 ±3.4 vs. 23.8 ±3.2 weeks, p=0.123). New onset arrhythmia prevailed in both groups (64% vs. 55%, p=0,280). Supraventricular tachycardia was the most common arrhythmia during gestation (81,8% vs. 52,5%, p=0,005), which was followed by premature contraction (13,6% vs. 40%, p=0,007). Cases of ventricular tachycardia were rare (4,6% vs. 7,5%, p=0,665). Ablation was performed under the guidance of CARTO (45%) and Ensite Precision systems (55%) without using fluoroscopy in all cases. Acute procedural success of zero-fluoroscopy ablation was in 100% with mean procedural time 71±17 minutes without any complication. Outcomes: further course of gestation characterized by increased incidence of uterine contractile activity and placental abruption only in main group (4,54%, p=0.464 and 2.3%, p=642 respectively). There were no differences in the rate of other complication: uterine blood flow violation (15.9% vs 12.9%, p=0.234) and preeclampsia (4.55% vs 5%, p=0.237). Vaginal type of delivery was in the majority of cases in both groups (82% vs 83%, p=0.242). Neonatal outcomes characterized with normal range of fetal birth weight (median 3207,39±485,61 vs. 3312,3±234,1 grams, p=0.709) and 5 minute Apgar score (median 8,4±1,6 vs. 8,7±1,2, p=0.921). There was no incidence of maternal and fetal mortality. In 12 month, follow-up all there was no arrhythmia recurrence. Conclusions Zero-fluoroscopy ablation of tachyarrhythmias in pregnant is feasible and can be safety performed during gestation in cases of drug refractory with benign outcomes.

Clinical evidence of pacemaker implantation during gestation: a case series

Abstract Background Although recommended avoid any intervention during gestation in cases of poor tolerance to high degree atrioventricular block, pacemaker implantation may be necessary in pregnant women. Purpose To present outcomes of pacemaker implantation during gestation. Methods This prospective, single center study included 10 cases of pacemaker implantation during gestation (median age of patient - 26 years old at 18 weeks of gestation). We evaluated the further course of gestation and obstetric outcomes after implantation in comparison with pregnant with tachyarrythmias (n=111). Results Among 121 pregnant women with varying arrhythmias high degree atrioventricular block was detected in 10 cases (8,3%). In 6 cases this bradyarrhythmia diagnosed for the first time in gestation (60%). All pregnant with high degree atrioventricular block had clinical signs: dizziness and weakness (100%), syncope (70%), episodes of low blood pressure (100%). Pacemaker implantation performed due to hemodynamic instability and poor tolerance of bradyarrhythmia in all cases. Using electroanatomical mapping (Ensite Precision system)and echocardiographic guidance helped to reduce fluoroscopy time. For one pregnant implanted leadless pacemaker (Micra) with achieved more than 80% atrio-ventricular synchronization. Outcomes: further course of gestation characterized by increased incidence of uterine contractile activity (30%) in cases of high degree atrioventricular block, that was significantly higher than in pregnant with tachyarrhythmias (2%) (p=0.007). There were no differences in the rate of other complication: uterine blood flow violation (20% vs 12%, p=0.520), placental abraption (10% vs 5%, p=0.237) and preeclampsia (10% vs 5%, p=0.237). Vaginal type of delivery was in the majority of cases in both groups (70% vs 86%, p=0.553). Neonatal outcomes characterized with normal range of fetal birth weight (median 3163 vs 3212 grams, p=0.981) and 5 minute Apgar score (median 8.6 vs 8.7, p=0.564). There was no incidence of maternal and fetal mortality. In 12 month follow-up all patient have optimal electrical parameters of devise and remained stable over time. Conclusions High degree atrioventricular block in pregnant characterized by increased rate of uterine contractile activity. Pacemaker implantation during gestation can be effectively performed and associated with benign outcomes.

Tuning porosity of macroporous hydrogels enables rapid rates of stress relaxation and promotes cell expansion and migration

Extracellular matrix (ECM) viscoelasticity broadly regulates cell behavior. While hydrogels can approximate the viscoelasticity of native ECM, it remains challenging to recapitulate the rapid stress relaxation observed in many tissues without limiting the mechanical stability of the hydrogel. Here, we develop macroporous alginate hydrogels that have an order of magnitude increase in the rate of stress relaxation as compared to bulk hydrogels. The increased rate of stress relaxation occurs across a wide range of polymer molecular weights (MWs), which enables the use of high MW polymer for improved mechanical stability of the hydrogel. The rate of stress relaxation in macroporous hydrogels depends on the volume fraction of pores and the concentration of bovine serum albumin, which is added to the hydrogels to stabilize the macroporous structure during gelation. Relative to cell spheroids encapsulated in bulk hydrogels, spheroids in macroporous hydrogels have a significantly larger area and smaller circularity because of increased cell migration. A computational model provides a framework for the relationship between the macroporous architecture and morphogenesis of encapsulated spheroids that is consistent with experimental observations. Taken together, these findings elucidate the relationship between macroporous hydrogel architecture and stress relaxation and help to inform the design of macroporous hydrogels for materials-based cell therapies.

Pathological and Hormonal Alterations of the Testis in Balb/C Mice Treated With Spirotetramat Insecticide

Background and Objectives: The side effects of insecticides are undeniable due to their excessive use by farmers. This study aims to investigate the impact of spirotetramat insecticide on pathological and hormonal alteration in BALB/c mice testes. Methods: In this experimental study, 24 adult BALB/c male mice, with a body weight range of 25-30 g, were obtained from the Animal House of Uremia University and examined. Mice were randomly divided into three groups of eight: control, experimental group 1, and experimental group 2. The mice of experimental group 1 received 2.5 mg/kg, and experimental group 2 received 10 mg/kg of spirotetramat. The control group received the same amount of distilled water for 21 days through the mouth by gavage. After this period, the mice were anesthetized and evaluated. Data were analyzed using a 1-way analysis of variance in SPSS version 19 software. Results: The results of the study showed that spirotetramat increased the thickness of the tunica albuginea, the diameter of the seminiferous tubules, the differentiation index of the testis tube, and the spermiogenesis index, but it decreased the thickness of the epithelium of the spermatogenic tubules, the replacement index of active spermatogonia, Leydig cells, and FSH, LH, and testosterone hormone levels. The thickness of interstitial tissue, Sertoli, and lymphocyte cells did not change significantly. Conclusion: By inhibiting the activity of acetyl coenzyme A, spirotetramat insecticide disrupts energy production and prevents the synthesis of lipids in the cells, finally decreasing spermatogenesis in mice.

Reproductive and growth parameter estimation utilizing length-Stratified age samples of sandbird octopus (Amphioctopus aegina) near Phetchaburi Province, Thailand

This study aimed to analyze the growth parameters and age-length relationships of the sandbird octopus (Amphioctopus aegina) along the coast of Chao Samran Beach, Phetchaburi Province, Thailand. This included determining reproductive stages, the gonadosomatic index, and size at first maturity. A total of 1436 specimens comprising 782 males and 654 females were collected using octopus traps during January to December 2021. The mantle length and weight of each specimen were measured. Reproductive stages were assessed to determine the gonadosomatic index and size at first maturity, and growth parameters were estimated using the von Bertalanffy growth equation. Results showed that males exhibited a mantle length range of 3.1–7.5 cm (mean: 5.2 ± 0.7) and a weight range of 5.99–94.00 g (mean: 35.34 ± 11.24). Mantle length at first maturity for males was 4.2 cm, with full maturity at 7.0 cm. Females had a mantle length range of 2.8–9.4 cm (mean: 5.7 ± 0.9) and a weight range of 7.70–105.00 g (mean: 45.43 ± 17.00). Mantle length at first maturity for females was 5.9 cm, with full maturity at 7.5 cm. GSI values were highest in both sexes in February, April, May, June and November, suggesting reproduction occurred through much of the year, and females showed a large peak in May. GSI values were lowest in both sexes in September. The smallest recorded mantle length was 2.8 cm in May, and the largest was 9.4 cm in January. The specific values of t0 for males, females, and both combined sexes were −0.017719, −0.014519, and −0.00672, respectively. These findings provide valuable insights into the growth and reproductive biology of A. aegina, which can inform sustainable management and conservation efforts for this species.

A retrospective review of revision and re-revision patella osteosynthesis performed for failure of fixation of initial comminuted fracture patterns: very high complication rates.

Literature on revision osteosynthesis for failed patella fracture fixation is extremely limited. This study reviews the treatment options and outcomes for revision and re-revision osteosynthesis at a Level 1 Trauma Center. All patella revision osteosynthesis between January 2021 and March 2024 were identified using Current Procedural Terminology (CPT) codes at a single tertiary care academic centre. Medical records, operative reports and radiographs were reviewed to collect details regarding patient demographics, initial injury and fracture management, indications for revision surgery, revision construct, post-operative weight bearing and range of motion restrictions, and outcomes. The primary outcome was major failure defined as loss of fixation or further surgery for non-union or infection. Ten patients underwent revision osteosynthesis for failed fixation. All fractures were initially comminuted fracture patterns (AO/OTA 34-C3), with nine (90%) initially treated with a 2.7mm patella-specific variable angle (VA) locking plate (Synthes, Paoli, PA). Half (n=5) of the patients were revised with the same patella specific plate and half with an all suture transosseous fibertape tension band (Arthrex, Naples, FL). Additional fixation in the form of bony augmentation was performed in 20% (n=2) of cases and soft tissue augmentation in 70% (n=7). There was a 70% (n=7) major failure rate, mostly due to loss of inferior pole fixation. There were four re-revision procedures performed with surgical fixation. Two of these subsequently developed infection, one united and the other had no radiographic signs of union and was lost to follow-up, but was without complication. Regardless of the chosen fixation construct, revision osteosynthesis for failed fixation of initial comminuted fracture patterns has an extremely high rate of failure. Complications increase with further revision surgery.

Identification of Giant Isoforms of Obscurin in Rat Striated Muscles Using Polyclonal Antibodies.

Using produced polyclonal antibodies specific to the N-terminal sequence (residues 61-298) of rat obscurin, we investigated the isoform composition of this protein in 4 striated muscles: myocardium of the left ventricle, diaphragm, skeletal m. gastrocnemius (containing mainly fast fibers), and m. soleus (containing mainly slow fibers). The m. gastrocnemius, m. soleus, and diaphragm were found to have 2 giant isoforms of obscurin: a smaller A-isoform and a larger B-isoform. Their molecular weights were ~870 and ~1150 kDa in the diaphragm and m. gastrocnemius and ~880 and ~1130 kDa in m. soleus, respectively. The B-isoform to A-isoform ratio was 1:3 in the diaphragm and m. soleus and 1:4 in the m. gastrocnemius. In the left-ventricular myocardium, A-isoform of obscurin with a molecular weight of ~880 kDa was found. No other obscurin isoforms or their fragments within the molecular weight range of 10 up to ~800 kDa were revealed in the investigated rat striated muscles. The antibodies produced are recommended for research into qualitative and quantitative changes of giant obscurin isoforms in rat striated muscles in the norm and during the development of pathological processes.

SMCVdb: a database of experimental cellular toxicity information for drug candidate molecules.

Many drug discovery exercises fail because small molecules that are effective inhibitors of target proteins exhibit high cellular toxicity. Early and effective assessment of toxicity and pharmacokinetics is essential to accelerate the drug discovery process. Conventional methods for toxicity profiling, including in vitro and in vivo assays, are laborious and resource-intensive. In response, we introduce the Small Molecule Cell Viability Database (SMCVdb), a comprehensive resource containing toxicity data for over 24 000 compounds obtained through high-content imaging (HCI). SMCVdb seamlessly integrates chemical descriptions and molecular weight data, offering researchers a holistic platform for toxicity data aiding compound prioritization and selection based on biological and economic considerations. Data collection for SMCVdb involved a systematic approach combining HCI toxicity profiling with chemical information and quality control measures ensured data accuracy and consistency. The user-friendly web interface of SMCVdb provides multiple search and filter options, allowing users to query the database based on compound name, molecular weight range, or viability percentage. SMCVdb empowers users to access toxicity profiles, molecular weights, compound names, and chemical descriptions, facilitating the exploration of relationships between compound properties and their effects on cell viability. In summary, the database provides experimentally derived cellular toxicity information for over 24 000 drug candidate molecules to academic researchers, and pharmaceutical companies. The SMCVdb will keep growing and will prove to be a pivotal resource to expedite research in drug discovery and compound evaluation. Database URL: http://smcvdb.rcb.ac.in:4321/.

Study of Weight Quantization Associations over a Weight Range for Application in Memristor Devices

The development of hardware-based cognitive computing systems critically hinges upon the integration of memristor devices capable of versatile weight expression across a spectrum of resistance levels while preserving consistent electrical properties. This investigation aims to explore the practical implementation of a digit recognition system utilizing memristor devices with minimized weighting levels. Through the process of weight quantization for digits represented by 25 or 49 input signals, the study endeavors to ascertain the feasibility of digit recognition via neural network computation. The integration of memristor devices into the system architecture is poised to streamline the representation of the resistors required for weight expression, thereby facilitating the realization of neural-network-based cognitive systems. To minimize the information corruption in the system caused by weight quantization, we introduce the concept of “weight range” in this work. The weight range is the range between the maximum and minimum values of the weights in the neural network. We found that this has a direct impact on weight quantization, which reduces the number of digits represented by a weight below a certain level. This was found to help maintain the information integrity of the entire system despite the reduction in weight levels. Moreover, to validate the efficacy of the proposed methodology, quantized weights are systematically applied to an array of double-layer neural networks. This validation process involves the construction of cross-point array circuits with dimensions of 25 × 10 and 10 × 10, followed by a meticulous examination of the resultant changes in the recognition rate of randomly generated numbers through device simulations. Such endeavors contribute to advancing the understanding and practical implementation of hardware-based cognitive computing systems leveraging memristor devices and weight quantization techniques.

Purification Processes for Generating Cationic Lignin-Acrylamide Polymers.

Purification is an essential step in many polymerization processes for fabricating highly pure polymers. This study considered various purification methods for purifying the product of lignin, acrylamide (AM), and diallyl dimethylammonium chloride (DADMAC) copolymerization reactions at a laboratory scale. The charge density, yield, molecular weight, and solubility analyses confirmed that ethanol extraction and membrane filtration were the most effective processes for producing lignin-p(AM)-p(DADMAC). The 1H NMR analysis revealed that the membrane dialysis effectively removed unreacted AM and DADMAC monomers from the reaction medium. The produced samples of the ethanol-extraction and dialysis processes had higher solubility and yield compared to the product of the acidification process. Thermogravimetric studies confirmed that the ethanol-extracted and dialyzed samples had a degradation temperature (220 °C) higher than that of the acidified samples (160 °C). The rheological studies confirmed that the viscosities of the polymer solutions were influenced more by the solubility than by the molecular weight of the generated polymers within the molecular weight range examined in this study. The flocculation studies confirmed that the ethanol-extracted and dialyzed polymers were more effective flocculants than the acidified samples for the particles of a kaolinite suspension. Based on the above results, membrane filtration with a larger pore size could be an environmentally friendly method for effectively purifying lignin-p(AM)-p(DADMAC).

Effect of Bio-Herbicide Application on Durum Wheat Quality: From Grain to Bread Passing through Wholemeal Flour

Using plant extracts to replace traditional chemical herbicides plays an essential role in sustainable agriculture. The present work evaluated the quality of durum wheat cv Valbelice in two years (2014 and 2016) using plant aqueous extracts of sumac (Rhus coriaria L.) and mugwort (Artemisia arborescens L.) as bio-herbicides on the main quality characteristics of durum wheat. The untreated, water-treated, and chemically treated durum wheat products were also analyzed as controls. Following the official methodologies, grain commercial analyses and defects of the kernels were determined. The main chemical and technological features were determined on the wholemeal flour: proteins, dry matter, dry gluten, gluten index, colorimetric parameters, mixograph, falling number, and sedimentation test in SDS. An experimental bread-making test was performed, and the main parameters were detected on the breads: bread volume, weight, moisture, porosity, hardness, and colorimetric parameters on crumb and crust. Within the two years, grain commercial analyses of the total five treatments showed no statistically significant differences concerning test weight (range 75.47–84.33 kg/hL) and thousand kernel weight (range 26.58–35.36 kg/hL). Differently, significant differences were observed in terms of kernel defects, particularly starchy kernels, black pointed kernels, and shrunken kernels, mainly due to the year factor. Analyses on the whole-grain flours showed significant differences. This affected dry gluten content (7.35% to 16.40%) and gluten quality (gluten index from 6.44 to 45.81). Mixograph results for mixing time ranged from 1.90 min to 3.15 min, whilst a peak dough ranged from 6.83 mm to 9.85 mm, showing, in both cases, statistically significant differences between treatments. The falling number showed lower values during the first year (on average 305 s) and then increased in the second year (on average 407 s). The sedimentation test showed no statistically significant differences, ranging from 27.75 mm to 34.00 mm. Regarding the bread produced, statistically significant year-related differences were observed for the parameters loaf volume during the first year (on average 298.75 cm3) and then increased in the second year (on average 417.33 cm3). Weight range 136.85 g to 145.18 g and moisture range 32.50 g/100 g to 39.51 g/100 g. Hardness range 8.65 N to 12.75 N and porosity (range 5.00 to 8.00) were closely related to the type of treatment. Finally, the color of flour and bread appeared to be not statistically significantly affected by treatment type. From a perspective of environmental and economic sustainability, the use of plant extracts with a bio-herbicidal function could replace traditional chemical herbicides.