Persistent Presence Research Articles

Environmental Impact Assessment of Plastic Waste Management Scenarios in the Canadian Context

Given the scale of plastic generation, its persistent presence in the environment, and the urgent need to transition to a net-zero emissions paradigm, managing plastic waste has gained increasing attention globally. Developing an effective strategy for plastic waste management requires a comprehensive assessment of the potential benefits offered by different solutions, particularly with respect to their environmental impact. This study employs the life cycle assessment (LCA) methodology to evaluate the environmental impact of two alternative scenarios to the As-Is scenario for managing plastic waste in the province of British Columbia in Canada. The LCA results suggest that the Zero Plastic Waste scenario, which heavily relies on chemical recycling, may not inherently result in a reduced environmental footprint across all impact categories. This is notable when the focus is solely on end-of-life treatment processes, without considering the produced products and energy. The Intermediate scenario reduces the amount of plastic waste sent to landfills by directing more end-of-life plastic to mechanical recycling facilities. This scenario provides immediate benefits for resource conservation, with a minimal increase in the environmental burden resulting from treatment processes. Nonetheless, achieving a net-zero transition requires combining traditional and emerging recycling technologies. The current study could offer some guidance to policymakers on strategies for fostering more sustainable management of plastic waste.

Cryptic bacterial pathogens of diatoms peak during senescence of a winter diatom bloom.

Diatoms are globally abundant microalgae that form extensive blooms in aquatic ecosystems. Certain bacteria behave antagonistically towards diatoms, killing or inhibiting their growth. Despite their crucial implications to diatom blooms and population health, knowledge of diatom antagonists in the environment is fundamentally lacking. We report systematic characterisation of the diversity and seasonal dynamics of bacterial antagonists of diatoms via plaque assay sampling in the Western English Channel (WEC), where diatoms frequently bloom. Unexpectedly, peaks in detection did not occur during characteristic spring diatom blooms, but coincided with a winter bloom of Coscinodiscus, suggesting that these bacteria likely influence distinct diatom host populations. We isolated multiple bacterial antagonists, spanning 4 classes and 10 bacterial orders. Notably, a diatom attaching Roseobacter Ponticoccus alexandrii was isolated multiple times, indicative of a persistent environmental presence. Moreover, many isolates had no prior reports of antagonistic activity towards diatoms. We verified diatom growth inhibitory effects of eight isolates. In all cases tested, these effects were activated by pre-exposure to diatom organic matter. Discovery of widespread 'cryptic' antagonistic activity indicates that bacterial pathogenicity towards diatoms is more prevalent than previously recognised. Finally, examination of the global biogeography of WEC antagonists revealed co-occurrence patterns with diatom host populations in marine waters globally.

Outcomes of Treatment-Resistant Neovascular Age-Related Macular Degeneration Switched from Aflibercept to Faricimab

PurposeWhile previous studies have demonstrated the efficacy of Faricimab in treatment-naïve nAMD patients, its outcomes in patients switched from Aflibercept are less understood. This study aimed to assess real world anatomical and functional outcomes of switching to Faricimab in patients undergoing Aflibercept intravitreal injections for nAMD with sub-optimal response. DesignRetrospective case series. SubjectsPatients with nAMD at a single tertiary care center who were switched from Aflibercept to Faricimab due to persistent suboptimal response. MethodsPatients had received a minimum of 6 consecutive intravitreal injections of aflibercept and showed persistent presence of intraretinal or subretinal fluid on OCT despite receiving aflibercept at 4 or 6-weekly intervals at the time of the switch. Patients receiving 4-weekly aflibercept were either switched with 2 or 3 loading doses of 4-weekly Faricimab injections.. Regression models were used to identify predictors of clinical outcomes. Main Outcome MeasuresVisual acuity, central macular thickness, and OCT parameters were assessed pre- and post-switch ResultsEighty-one eyes of 68 patients were included. The mean age was 79.1 years (SD: 8.9), and females constituted 53% of cases. A statistically significant reduction in central macular thickness was observed post-switch (p<0.0001). The proportion of cases with intraretinal (p=0.0219) and subretinal fluid (p<0.000) decreased significantly. Overall clinical improvement on OCT was noted in 80% of patients. No significant improvement in ETDRS vision was observed. There was no evidence that switching regimen (2 vs. 3 loading doses) had an independent effect on clinical outcomes. ConclusionAmongst patients with treatment-resistant nAMD, switching from Aflibercept to Faricimab may serve as a safe and effective option. Significant anatomical improvements were observed, with a trend towards visual stability. The loading regimen with two Faricimab injections appeared to be sufficient for non-naïve patients. However, a longer follow-up and larger studies are warranted to confirm these findings.

Domain Specificity of Anti-Prothrombin Antibodies That Express Lupus Anticoagulant Activity

Background: The antiphospholipid syndrome (APS) is an autoimmune disorder characterized by the persistent presence of antiphospholipid antibodies (aPL). aPL are a heterogeneous group of autoantibodies directed against negatively charged phospholipids or phospholipid-binding proteins. Some of these autoantibodies exert lupus anticoagulant (LAC) activity, a laboratory phenomenon characterized by the prolongation of phospholipid-dependent coagulation tests. Recently, our group identified that LAC-positive anti-prothrombin antibodies activate platelets via the platelet receptor, FcγRIIA. However, a lot is still unclear regarding the mechanism by which these antibodies cause LAC and why some, but not all, antibodies in this heterogeneous group express LAC activity. Furthermore, experimental data on the binding site of these pathogenic anti-prothrombin antibodies are lacking. Aims: In this study we aimed to investigate the binding domain of LAC-positive monoclonal anti-prothrombin antibodies and APS patient derived anti-prothrombin antibodies. Method: Recombinant fragments of prothrombin were designed and produced in Chinese hamster ovary cells. Prothrombin fragment 1, fragment 2 and fragment 1.2 were coated on ELISA plates to study epitope specificity. Two LAC-positive monoclonal anti-prothrombin antibodies (3B1 and 28F4), two LAC-negative anti-prothrombin monoclonal antibodies (11H2 and 9C6), isolated anti-prothrombin antibodies derived from APS patients and plasma from APS patients were studied. A modified dilute Russell's viper venom time (DRVVT) test was used to evaluate whether the recombinant prothrombin constructs could neutralize the effect of LAC-positive monoclonal and patient derived anti-prothrombin antibodies. Furthermore, a fragment 1.2 nanobody was produced by immunizing Llama's followed by phage display. The ability of this nanobody to compete with LAC-positive monoclonal and patient derived anti-prothrombin antibodies for the prothrombin binding site was tested using a modified DRVVT test. Results: LAC-positive monoclonal anti-prothrombin antibodies recognized prothrombin fragment 2. Interestingly, LAC-negative anti-prothrombin antibodies bound exclusively to prothrombin fragment 1. In addition, LAC-ratios of patient samples correlated significantly with anti-fragment 2 antibody levels ( p&amp;lt;0.05, ρ=0.33), but not with anti-fragment 1 antibody levels. Furthermore, incubation with the prothrombin F1.2 nanobody almost completely reversed the prolonged DRVVT clotting time in plasma containing monoclonal and patient derived LAC-positive anti-prothrombin antibodies, but not in plasma containing LAC-positive anti-β2GP1 antibodies. This neutralising effect was also observed when the monoclonal anti-prothrombin antibody was incubated with prothrombin fragment 2. In contrast, the LAC-activity of anti-prothrombin antibodies was not inhibited when incubated with prothrombin fragment 1. Conclusion: Our data show that LAC-positive anti-prothrombin antibodies react with fragment 2 of prothrombin. Furthermore, a novel nanobody directed against prothrombin fragment 1.2 and prothrombin fragment 2 were able to neutralize a prothrombin-dependent LAC.

Persistent ADAMTS13 Inhibitor May Lead to Delayed ADAMTS13 Recovery in Japanese Patients with Caplacizumab-Treated Immune-Mediated Thrombotic Thrombocytopenic Purpura

Introduction Immune-mediated thrombotic thrombocytopenic purpura (iTTP) is a rare condition that causes fatal ischemic end-organ damage due to autoantibodies against ADAMTS13. iTTP patients treated with caplacizumab in addition to standard treatments show a faster time to platelet recovery and fewer incidences of TTP-related organ damage and death. Caplacizumab got approval in Japan in December 2022, while it had been approved in Western countries as far back as 2018 and 2019. Recently, it has been reported that caplacizumab may delay the recovery of ADAMTS13 activity. Therefore, we analyzed the temporal changes of ADAMTS13 activity and its inhibitor in acute iTTP cases before and after the introduction of caplacizumab. Methods iTTP was diagnosed when ADAMTS13 activity was severely decreased (&amp;lt;10%) and ADAMTS13 inhibitor level was ≥0.5 BU/mL. Patients with caplacizumab-treated iTTP underwent once a week or more monitoring for ADAMTS13 activity and inhibitor during the acute phase (caplacizumab group). In addition, cases not treated with caplacizumab were selected that matched the inhibitor levels of the TTP registry since 2019 (non-caplacizumab group). The activity of the plasma ADAMTS13 and its inhibitor were measured using a chromogenic ADAMTS13 activity ELISA (Kinos Laboratories, Tokyo, Japan). Anti-ADAMTS13 IgG levels were analyzed using the TECHNOZYM ADAMTS13 INH ELISA (Tecnoclone, Vienna, Austria). The ADAMTS13 activity, ADAMTS13 inhibitor, and anti-ADAMTS13 IgG antibody levels in both groups were compared on day of onset, day 7, day 14, day 21, and day 28 from the initial therapeutic plasma exchange (TPE) (error margin of ±2 days for each time point). Continuous data were statistically compared using the Mann-Whitney U test. P values of &amp;lt;0.05 were judged as statistically significant. This study was approved by the ethics committee of our university. Results Of the 22 patients included in this study, 11 were treated with caplacizumab (caplacizumab group) and 11 were not (non-caplacizumab group). The median follow-up period was 55 and 74 days in the caplacizumab and non-caplacizumab groups, respectively. The demographic data for both groups are shown in Table. The median duration of caplacizumab administration in the caplacizumab group was 46 days. ADAMTS13 activity was less than 0.5% on admission in all cases. The ADAMTS13 inhibitor was detected in all cases, with no significant difference in the median titer between the caplacizumab group (7.2 BU/mL) and the non-caplacizumab group (5.0 BU/mL) (p=0.2). There was also no statistical significance in the median value of anti-ADAMTS13 IgG antibody between the caplacizumab group (133.6 U/mL) and non-caplacizumab group (73.9 U/mL) (p=0.439). All patients received TPE and corticosteroids. The median number of TPE in the caplacizumab group was significantly lower than that in the non-caplacizumab group (8 vs. 16 days, p=0.003). There was no significant difference in the median number of days from the first TPE to the start of rituximab administration, or in the proportion of rituximab administered between the two groups. After the final TPE, the caplacizumab group took a median of 43 days compared to the non-caplacizumab group (median, 3 days; p=0.003) to achieve ≥20% ADAMTS13 activity, which was significantly longer. The median ADAMTS13 activity level was significantly lower in the caplacizumab group than in the non-caplacizumab group on days 14 (&amp;lt;0.5% vs. 8.7%, p=0.029), 21 (&amp;lt;0.5% vs. 25.5%, p=0.003), and 28 (&amp;lt;0.5% vs. 27.8%, p&amp;lt;0.001), whereas the median ADAMTS13 inhibitor level was significantly higher in the caplacizumab group on the same days: day 14 (5.6 vs. &amp;lt;0.5 BU/mL, p=0.005), day 21 (2.0 vs. &amp;lt;0.5 BU/mL, p=0.009), and day 28 (0.8 vs. &amp;lt;0.5 BU/mL, p&amp;lt;0.001). Similarly, the median level of the anti-ADAMTS13 IgG antibody was significantly higher in the caplacizumab group compared to the non-caplacizumab group at identical time points on day 14 (55.4 vs. 8.3 U/mL, p=0.005) and 21 (median, 27.6 vs. 7.0 U/mL; p=0.016), and day 28 (median, 17.5 vs. 3.7 U/mL; p=0.008). Conclusion We found a delay in the recovery of ADAMTS13 activity in patients treated with caplacizumab, especially after the final TPE. This is potentially due to the persistent presence of ADAMTS13 inhibitor. When administering caplacizumab, closely monitoring for ADAMTS13 activity and its inhibitor is necessary in order to discontinue caplacizumab at the appropriate time.

Negotiating Interior Frontiers: Lara Haddad’s A Question of History (2015–16)

Bringing together insights originating in law studies and art analysis, this article approaches the work of the US-based Syrian artist Lara Haddad through the figuration of “interior frontiers,” exposing how both “interior bonds” and “internal borders” tended to shape legal regulations introduced in the US in the aftermath of 9/11 for the purpose of conducting “the global war on terror.” Referring to the concept of “plasticity,” the article examines the intimate (dis)identifications experienced by the artist in the context of the politically saturated cultural discourses on violence which emerged from the post-9/11 spatialities of (inter)national law. The article argues that politically engaged art offers a means to affectively connect with the personal ways of coping with the persistent visceral presence of structural violence, shedding light on how political protocols and cultural representations impinge upon the individual experiences of many Muslims residing inside and outside the US territory. Opening established meanings to new interpretations, such art contributes to the process of revising dominant oppressive significations, creating room for critical contestation and increased transcultural understanding.

Cardiovascular risk in rare autoimmune diseases, lessons from a primary antiphospholipid syndrome patients

Abstract Background Antiphospholipid syndrome is a thrombo-inflammatory disease driven by circulating autoantibodies (aPL) that recognize cell surface phospholipids and phospholipid-binding proteins. In the absence of an underlying connective tissue disorder, the persistent presence of these antibodies associated with recurrent fetal losses and arterial or venous thrombosis is defined as a primary antiphospholipid syndrome (PAPS) with a prevalence of 1/2000 people, predominantly female. Purpose Estimation of cardiovascular risk presence based on markers of subclinical cardiovascular impairment. Methods 100 PAPS patients, with an average age of 47.70±13.14y, 93.7% females, were included in the study. Anticardiolipin antibodies (aCL IgG/IgM), anti-ß2 glycoprotein-I (anti-ß2GPI IgG/IgM), and lupus anticoagulant (LAC) were determined. Abnormal cut-off values used for left ventricular diastolic dysfunction (LVDD) were septal E ́&amp;lt;7 cm/sec, lateral E ́ &amp;lt;10 cm/sec, average E/E ́ ratio &amp;gt;14, LA volume index (LAVI) &amp;gt;34 mL/m2, and peak tricuspid regurgitation velocity &amp;gt;2.8 m/sec. LVDD was present if more than half parameters were with abnormal values. Endothelial dysfunction was assessed through ultrasound measurement of brachial artery flow-mediated dilation (FMD) and atherosclerosis progression by ultrasound assessment of intima-media thickness (cIMT) on carotid arteries (common carotid artery, CCA, internal carotid artery, ICA). The results were compared to 90 healthy, age and sex-matched controls. Results LVDD was significantly more prevalent in PAPS patients compared to healthy controls (24.8% vs. 2.2%, p=0.001). FMD was significantly lower in PAPS patients (10.76±5.15% vs. 14.20±6.76%, p=0.0001) and cIMT values were significantly higher (left ICA 0.80±0.29mm vs 0.56±0.20mm, p=0.001). All markers of subclinical atherosclerosis were significantly related to age and standard atherosclerotic risk factors present. Regarding aPL profile, anti-ß2GPI IgG positive PAPS patients had higher levels of cIMT ICA left (p=0.049) and LAC positive higher prevalence of LVDD (p=0.047) CONCLUSIONS: PAPS patients impose significantly higher prevalence of subclinical cardiovascular involvement compare to healthy population. Timely recognition, along with vigorous control of standard atherosclerotic risk factors and a proper therapeutic (antithrombotic and/or anticoagulant) regime, is of great importance.

Multifunctional natural microneedles based methacrylated Bletilla striata polysaccharide for repairing chronic wounds with bacterial infections

The expeditious healing of chronic wounds with bacterial infections poses a formidable challenge in clinical practice because of the persistent bacterial presence, excessive inflammation, and the accumulation of reactive oxygen species (ROS) in clinical practice. Thus, in this study, natural antimicrobial material microneedles (MNs) with multifunctional properties were prepared by adding peony leaf extract (PLE) into a matrix of methacrylated Bletilla striata polysaccharide (BSPMA) and methacrylated chitosan (CSMA) via cross-linking under ultra-violet light to accelerate the rapid healing of chronic wounds with bacterial infections. Results showed that BCP-MNs effectively inhibited the growth of Escherichia coli, Staphylococcus aureus, and methicillin-resistant S. aureus (MRSA) by disrupting bacterial cell membranes and accelerated the healing of infected wounds by enhancing cell migration, epidermal regeneration, pro-collagen deposition, and angiogenesis and reducing inflammation. Furthermore, BCP-MNs not only possessed good mechanical properties, stability, and biocompatibility but also showed potent antioxidant effects to eliminate excessive ROS accumulation in the wound bed. In conclusion, BCP-MNs possess multifunctional wound-healing properties and can serve as excellent wound dressing in to treat infected wounds.

Epidemiological trend of lung cancer burden caused by residential radon exposure in China from 1990 to 2019.

This study employed time series data to assess long-term changes in the burden of lung cancer (LC) caused by residential radon exposure, an important environmental risk factor, so as to develop evidence-based strategies for future public health management. Based on the open data from the Global Burden of Disease (GBD 2019) database, we conducted an analysis of the residential radon exposure-caused LC mortality, disability-adjusted life years (DALYs), and corresponding crude rates and age-standardized rates (ASRs) for various age groups. We employed the employed age-period-cohort (APC) model to investigate the age, period, and cohort effects of the data, allowing us to discern the trends in LC disease burden attributable to radon exposure in residential settings over time. From 1990 to 2019, age-standardized mortality rates (ASMR) and age-standardized DALYs rates of LC caused by residential radon exposure in China demonstrated an overall increasing trend, with males higher than females. The CMR and crude DALYs rate for males were higher than those for females across all age groups. The APC analysis revealed that the local drift of LC death and DALYs rates in males and females showed a decreasing trend before 60 and an increasing trend after 60. The persistent presence of residential radon exposure as a crucial risk factor for LC underscores the need for public health authorities and policymakers to take more proactive measures to reduce radon exposure. Particularly, attention should be paid on the elderly population and male patients.

Environmental controls on macrozooplankton and fish distributions over diurnal to seasonal time scales in the northern Barents Sea

We present acoustic observations obtained by bottom mounted echosounders at two locations in the northern Barents Sea and a third on the northern continental slope of the Barents Sea. Data collected over a period of approximately two years reveal significant variability in the density and depth distribution of pelagic macrozooplankton and fish. Variability over diurnal to seasonal timescales is related to light conditions, prevailing currents, water column characteristics (temperature, stability, and pycnocline depth) and to sea ice conditions. Of particular importance is the relative volume of Polar Water and Atlantic influenced water present at the mooring sites. On the northern continental shelf, above average concentrations of macrozooplankton and fish were observed during late summer and early autumn following ice melt, and during winter. Minimum densities of macrozooplankton and fish were observed during spring and early summer. These data demonstrate the persistent presence of a macrozooplankton community throughout the winter months in the northern Barents Sea. On the Great Bank full depth diel vertical migrations were observed throughout the Polar Night and under sea ice. At the two more northerly stations the density of the sound scattering layers performing diel vertical migrations and the vertical range of the migrations was greatest during the transition period between the polar night and mid-night sun periods. Superimposed on the seasonal variability in density distribution was significant shorter-term variability driven by hydrographic processes occurring over synoptic time scales. Significant mixing events, or changes in the prevailing current direction that lead to a change in water mass characteristics, forced changes in the concentration and depth distribution of macrozooplankton over periods of hours that were on occasion of similar magnitude to the seasonal variability. On the northern continental slope, a mesopelagic sound scattering layer more than 300 m thick at its seasonal maximum, was located for most of the year within the warm core of the Atlantic Water Boundary Current, ascending into the epipelagic zone for 5–6 weeks during summer. The density and thickness of this sound scattering layer were greatest during the late summer/early autumn and lowest during early spring. Fish-like scatterers were present, concentrated within the deeper regions of the sound scattering layer, during the winter months and during July.

A GIS-Based Assessment of Land Cover Changes and Tree Species Suitability for Urban Greening Policies in the City of Kitwe, Zambia

Study objective and design A change vector analysis (CVA) was used to determine land cover (LC) changes and identify tree species that are best for urban greening based on carbon sequestration and air pollution. The study assessed LC change in Kitwe, Zambia, from 1990 to 2015. This study identified the most planted urban tree species along Kitwe’s main roads and highways and evaluated typical urban tree species’ pH, RWC, total chlorophyll, ascorbic acid, and biomass. Place and length of study The urban trees in Kitwe, Zambia, make up the study population. The city of Kitwe is a thriving centre for mining and commercial activities and is situated in Zambia’s Copperbelt Province. The investigation took place during 2018 and 2019. Methodology The NDVI and BSI indices were created using spectral indices created from Landsat images of Kitwe taken in 1990 and 2015, respectively. The size and direction of the LC were then determined using CVA, and a district database of land cover changes was constructed using GIS. Urban trees from the built-up area were utilised to create an inventory of common urban tree species based on the land cover classification. The anticipated performance index (API), which measures the suitability of tree species for improving air quality, and the air pollution tolerance index (APTI), which measures the suitability of tree species for urban greening, are two of the three assessment methods that were employed. In addition, above-ground biomass (AGB) was employed to quantify the carbon sequestration contribution of the current urban forest. Results The study discovered that between 1990 and 2015, mining activity and urban growth in Kitwe both contributed to changes in the area’s LC. While the central business district still exhibits a persistent presence as a result of the town’s age, having sprung up before the 1990s with more expansions in the new areas, areas being monitored showed low and medium change intensity, mostly in the northeast of the district. In the current investigation, there was a significant difference in the relative abundance of species (p = 0.05). In the study site, Mangifera indica (RA = 12.3%) and Delonix regia (RA = 15.9%) were the two most prevalent species. According to the study, eleven species were found, and each has accumulated carbon in a unique way throughout time depending on its allometry and age. These distinctions in physiological response (tolerance) to air pollution are noteworthy. Bauhinia variegata, Toona ciliate, Gmelina arborea, Eucalyptus grandis, and Delonix regia were all identified as suitable tree species. Conclusion Over the past 25 years, more than 50% of the land cover has changed, with the majority of that change occurring in regions that are now classified as built-up areas. The majority of Kitwe’s urban forests are found in the populated areas and are made up of a variety of ornamental trees that are frequently cultivated for their aesthetic value, attractiveness, and shade. According to the research, this mixture also includes opportunistic urban trees (invasive species) and fruit-bearing trees intermingled with native species. Overall, this study suggests the following species: For urban trees suited for greening programmes aimed at improving air quality and providing shade and beauty in green areas, residences, and sidewalks that have a low air pollution environment, consider Bauhinia variegata, Toona ciliate, Gmelina arborea, Eucalyptus grandis, and Delonix regia.

Biomagnification and temporal trends (1990–2021) of perfluoroalkyl substances in striped dolphins (Stenella coeruleoalba) from the NW Mediterranean sea

Poly- and Perfluoroalkyl Substances (PFAS) are a well-known class of pollutants which can bioaccumulate and biomagnify with a vast majority being highly persistent. This study aims to determine the biomagnification rates of PFAS in sexually mature striped dolphins and to assess temporal trends on PFAS concentrations over the past three decades (1990–2021) in the North-Western Mediterranean Sea. Thirteen and 17 of the 19 targeted PFAS were detected in the samples of the dolphins’ digestive content and liver, respectively, at concentrations ranging between 43 and 1609 ng/g wet weight, and 254 and 7010 ng/g wet weight, respectively. The most abundant compounds in both types of samples were linear perfluorooctanesulfonic acid (n-PFOS) and perfluorooctanesulfonamide (FOSA), which were present in all samples, followed by perfluoroundecanoic acid (PFUnDA), perfluorotridecanoic acid (PFTrDA) and perfluorononanoic acid (PFNA). Long-chain PFAS (i.e., PFCAs C ≥ 7 and PFSAs C ≥ 6) biomagnified to a greater extent than short-chain PFAS, suggesting a potential effect on the health of striped dolphins. Environmental Quality Standards concentrations set in 2014 by the European Union were exceeded in half of the samples of digestive content, suggesting that polluted prey may pose potential health risks for striped dolphins. Concentrations of most long-chain PFAS increased from 1990 to 2004–2009, then stabilized during 2014–2021, possibly following country regulations and industrial initiatives. The current study highlights the persistent presence of banned PFAS and may contribute to future ecological risk assessments and the design of management strategies to mitigate PFAS pollution in marine ecosystems.

Neural_BPR: Multi-processing popularity bias mitigating method in recommendation systems

E-commerce recommendations address the problem of information overload, but recent research has identified the phenomenon of popularity bias in recommendation mechanisms. This phenomenon tends to homogenise recommendation results, i.e. popular products are widely recommended and non-popular products are under-exposed. The persistent presence of popularity bias in recommendation systems can lead to several negative consequences: (1) Consumers are unable to attain satisfactory personalized shopping experiences. (2) Small and medium enterprises are deprived of fair competitive opportunities, making survival challenging. (3) The user base of e-commerce platforms dwindles, leading to reduced transaction volumes. In this paper, we propose a multi-process fusion debiasing method. Convolutional neural networks are used to extract feature information to be embedded in the recommendation algorithm for pre-processing, in-processing and post-processing in turn to mitigate popularity bias and simultaneously enhance recommendation utility. The effectiveness of the proposed debiasing method is validated using the Bayesian Personalized Ranking (BPR) recommendation model as an example. Experimental results on two public datasets demonstrate that our model outperforms two baseline models and a state-of-the-art model. Specifically, compared to the traditional BPR model, the alleviation of popularity bias is around 70% to 80%, and the recommendation utility increases by approximately 30% to 50%.

Update on laboratory practice for the diagnosis of lupus anticoagulant and the antiphospholipid syndrome

Antiphospholipid syndrome (APS) is defined as an autoimmune and prothrombotic disorder in patients with the persistent presence of antiphospholipid antibodies (aPLs). In the classification criteria, aPL expresses lupus anticoagulant (LA) activity, which is detected by prolongation of coagulation assays. The LA detection algorithm is a sequential flow including screening tests, mixing tests, and confirmatory tests to differentiate between LA-positive and other anticoagulant abnormalities. Two types of assays are used, like dilute Russell’s viper venom time (dRVVT) and activated partial thromboplastin time (APTT) because no single test is sensitive to all LAs. The anticoagulant drugs prescribed for the prevention and treatment of thrombosis disorders can interfere with the assays, and it is important to know the effects of these drugs in the assays. Especially, new generation anticoagulant drugs, called direct oral anticoagulants (DOACs), affect the results. In this review, the following points are discussed: i) LA detection flow and data interpretation, ii) the principles of coagulation assays proposed and their characteristics, and iii) the effects of anticoagulant drugs in LA detection.

Exploring Fungi-mediated Biodegradation Pathway of Polymers in Environmental Systems(Dump Sites)

Context: The growing presence of environmental plastic has garnered escalating attention and worry in recent decades. While ease of production, durability, cost-effectiveness, and resistance to corrosion are valued attributes for consumer goods, they contribute to the persistent environmental presence, leading to a widespread surge in plastic pollution.&#x0D; Aim: To find out various microbial- mediated biodegradation pathway of polymers (black nylon and white nylon).&#x0D; Settings and Design: The research was carried out by obtaining dump soil from a mechanic dump site and a hospital dump site in Ibadan, Oyo state.&#x0D; Materials and Methodology: Dump soil were obtained, diluted(serial) and Cultered and morphological and microscopic observation were carried out while polythene bags which are black nylon and white nylon were also degraded at Day 5, 10 ,15 and 20.&#x0D; Results: Biodegradation of polymers is influenced by both polymer characteristics and the presence of specific microorganisms in the environment. Fungi, with species like A. niger, A. flavus, and C. fungus were identified in a dump site. Weight analysis of polythene bags (black nylon and white nylon) over days revealed slight changes, indicating some degradation. PCR analysis confirmed genetic material from fungal isolates, highlighting the specificity and sensitivity of the chosen primers.&#x0D; Conclusion: The presence of Aspergillus species in the dump site suggests their potential for bioremediation efforts in challenging environments

Early Pliocene otolith assemblages from the outer-shelf environment reveal the establishment of mesopelagic fish fauna over 3 million years ago in southwestern Taiwan

Understanding the diversity of deep-sea fish fauna based on otoliths in the tropical and subtropical West Pacific has been limited, creating a significant knowledge gap regarding regional and temporal variations in deep-sea fish fauna. To address this gap, we collected a total of 122 bulk sediment samples from the Lower Pliocene Gutingkeng Formation in southwestern Taiwan to reconstruct the otolith-based fish fauna. Using planktonic foraminiferal biostratigraphy, we determined the age of the samples to be 5.6 to 3.1 Ma. A total of 8314 otoliths were assigned to 64 different taxa from 33 families, including the discovery of one new genus, Gutingichthys gen. nov., and three new species: Benthosema duanformis sp. nov., Benthosema parafibulatum sp. nov., and Gutingichthys changi sp. nov. Comparisons with other regional otolith-based assemblages highlighted the exceptional diversity of our collection, making it the most diverse fossil fish fauna reported from Taiwan to date. Otolith diversity analysis revealed very few taxa were dominant in the assemblage, particularly the mesopelagic Myctophidae, with a wide variety of minor taxa. The co-occurrence of shallow-water elements suggests episodic storm events as a potential source. The predominance of deep-sea and oceanic fishes indicated an outer-shelf to upper slope environment, resembling the modern outer-shelf and upper slope fish fauna in the region. Our findings suggest an early establishment and persistent presence of the mesopelagic fish community since the Early Pliocene. Further investigations of the Upper Miocene and Pleistocene sections of the Gutingkeng Formation would provide valuable insights into the evolution of deep-sea fish fauna in the area.

Organochlorine pesticide residues persist throughout the sugar production process

Thailand, one of the world’s largest sugarcane producers, has historically used organochlorine pesticides (OCPs) extensively in its plantations. Therefore, OCP residues are anticipated in plantation soil. However, the persistence of these compounds during sugar production is ambiguous. Thus, this study investigated the OCP residues in sugarcane at the different processing stages. Five product samples, i.e., sugarcane juice, bagasse, raw sugar, granulated white sugar, and molasses were obtained from different regions in Thailand. High concentrations of p,p′-dichlorodiphenyltrichloroethane (p,p′-DDT), γ-hexachlorocyclohexane (γ-HCH or lindane), and cyclodiene derivatives such as aldrin, dieldrin, heptachlor and its epoxide were found in the samples. This is surprising because the OCP use in sugarcane plantations has been long banned in Thailand. Bagasse and raw sugar had the highest total OCP concentrations of 1.0393 ± 0.7555 mg/kg and 0.9658 ± 0.8209 mg/kg, followed by white sugar (0.1616 ± 0.1311 mg/kg), molasses (0.0813 ± 0.1195 mg/kg), and sugarcane juice (0.0173 ± 0.0112 mg/kg). This study offers comprehensive information on the fate of OCPs during the entire sugarcane processing stage, from the cane to the final granulated sugar. The findings also suggest persistent OCP presence in plantation soil, possibly due to illegal use.

Cu2O/Fe3O4/UiO-66 nanocomposite as an efficient fenton-like catalyst: Performance in organic pollutant degradation and influencing factors based machinelearning

The persistent presence of organic pollutants like dyes in water environment necessitates innovative approaches for efficient degradation. In this research, we developed an advanced hybrid catalyst by combining metal oxides (Cu2O, Fe3O4) with UiO-66, serving as a heterogeneous Fenton catalyst for for efficient RB19 breakdown in water with H2O2. The control factors to the catalytic behavior were also quantified by machine learning. Experimental results show that the catalytic performance was much better than its individual components (P < 0.05 & non-zero 95% C.I). The improved catalytic efficiency was linked to the occurrence of active metal centers (Fe, Cu, and Zr), with Cu(I) from Cu2O playing a crucial role in promoting increased production of HO•. Also, UiO-66 served as a catalyst support, attracting pollutants to the reaction center, while magnetic Fe3O4 aids catalyst recovery. The optimal experimental parameters for best performance were pH at 7, catalyst loading of 1.6 g/L, H2O2 strength of 0.16 M, and reaction temperature of 25 °C. The catalyst can be magnetically separated and regenerated after five recycling times without significantly reducing catalytic activity. The reaction time and pH were ranked as the most influencing factors on catalytic efficiency via Random Forest and SHapley Additive exPlanations models. The findings show that developed catalyst is a suitable candidate to remove dyes in water by Fenton heterogeneous reaction.

The Prognostic Potential of End-Stage Knee Osteoarthritis and Its Components to Predict Knee Replacement: Data From the Osteoarthritis Initiative.

We aimed to determine how 2 definitions of end-stage knee osteoarthritis (esKOA) and each component (knee symptoms, persistent knee pain, radiographic severity, and presence of limited mobility or instability) related to future knee replacement (KR). We performed knee-based analyses of Osteoarthritis Initiative data from baseline to the first 4 annual follow-up visits, and data on KR from baseline until the fifth yearly contact. We calculated a base model using common risk factors for KR in logistic regression models with generalized estimating equations. We assessed model performance with area under the receiver-operating characteristic curve (AUC) and Hosmer-Lemeshow test. We then added esKOA or each component from the visit (< 12 months) before a KR and change in the year before a KR. We calculated the net reclassification improvement (NRI) index and the integrated discrimination improvement (IDI) index. Our sample was mostly female (58%), ≥ 65 years old, White (82%), and without radiographic knee osteoarthritis (50%). At the visit before a KR, Kellgren-Lawrence (KL) grades (ordinal scale; AUC 0.88, NRI 1.12, IDI 0.11), the alternate definition of esKOA (AUC 0.84, NRI 1.16, IDI 0.12), and a model with every component of esKOA (AUC 0.91, NRI 1.30, IDI 0.17) had the best performances. During the year before a KR, change in esKOA status (alternate definition) had the best performance (AUC 0.86, NRI 1.24, IDI 0.12). Radiographic severity may be a screening tool to find a knee that will likely receive a KR. However, esKOA may be an ideal outcome in clinical trials because a change in esKOA state predicts future KR.

고령층 소득의 비선형적 지속성 분석

This study estimates income risk observed among the elderly using the Korean Retirement and Income Study data. In order to decompose household income into permanent and transitory components, the quantile-based panel data framework is employed. The permanent component is assumed to follow a first-order Markov process, and the transitory component is assumed to be independent over time and also independent of the persistent components. I estimate the income persistence from the estimated permanent income component, and analyze the dynamic effects of permanent income shocks on income through simulations. The results show the presence of nonlinear persistence in the household income of the elderly. Furthermore, it is observed that the dynamic effects of permanent income shocks vary depending on the past income history. These findings differ from studies focused on the age groups participating in the labor market. In particular, the permanent income shocks have a significant impact on the income of elderly households. In particular, the permanent income shocks have a significant impact on the income of elderly households.